Computational Intelligence

  • Complex and Intelligent Systems, Volume 5, Issue 1, March 2019
    1. Rare pattern mining: challenges and future perspectivesAuthor(s): Anindita Borah, Bhabesh NathPages: 1-232. LSHADE-SPA memetic framework for solving large-scale optimization problemsAuthor(s): Anas A. Hadi, Ali W. Mohamed, Kamal M. JambiPages: 25-403. Interval-valued Pythagorean fuzzy Einstein hybrid weighted averaging aggregation operator and their application to group decision makingAuthor(s): Khaista Rahman, Saleem Abdullah, Asad Ali, Fazli AminPages: 41-524. Evaluation of firms applying to Malcolm Baldrige National Quality Award: a modified fuzzy AHP methodAuthor(s): Serhat Aydın, Cengiz KahramanPages: 53-635. Intuitionistic trapezoidal fuzzy multi-numbers and its application to multi-criteria decision-making problemsAuthor(s): Vakkas Uluçay, Irfan Deli, Mehmet ŞahinPages: 65-786. Controlling disturbances of islanding in a gas power plant via fuzzy-based neural network approach with a focus on load-shedding systemAuthor(s): M. Moloudi, A. H. MazinanPages: 79-89 Read more »
  • Soft Computing, Volume 23, Issue 6, March 2019
    1. Editorial to image processing with soft computing techniquesAuthor(s): Irina Perfilieva, Javier Montero, Salvatore SessaPages: 1777-17782. Hyperspectral imaging using notions from type-2 fuzzy setsAuthor(s): A. Lopez-Maestresalas, L. De Miguel, C. Lopez-Molina, S. ArazuriPages: 1779-17933. Sensitivity analysis for image represented by fuzzy functionAuthor(s): Petr Hurtik, Nicolás Madrid, Martin DybaPages: 1795-18074. A new edge detection method based on global evaluation using fuzzy clusteringAuthor(s): Pablo A. Flores-Vidal, Pablo Olaso, Daniel Gómez, Carely GuadaPages: 1809-18215. An image segmentation technique using nonsubsampled contourlet transform and active contoursAuthor(s): Lingling FangPages: 1823-18326. Total variation with nonlocal FT-Laplacian for patch-based inpaintingAuthor(s): Irina Perfilieva, Pavel VlašánekPages: 1833-18417. Biometric recognition using finger and palm vein imagesAuthor(s): S Bharathi, R SudhakarPages: 1843-18558. Design of meteorological pattern classification system based on FCM-based radial basis function neural networks using meteorological radar dataAuthor(s): Eun-Hu Kim, Jun-Hyun Ko, Sung-Kwun Oh, Kisung SeoPages: 1857-187259. Zadeh max–min composition fuzzy rule for dominated pixel values in iris localizationAuthor(s): S. G. Gino Sophia, V. Ceronmani SharmilaPages: 1873-188910. Fusion linear representation-based classificationAuthor(s): Zhonghua Liu, Guosen Xie, Lin Zhang, Jiexin PuPages: 1891-189911. A novel optimization algorithm for recommender system using modified fuzzy c-means clustering approachAuthor(s): C. Selvi, E. SivasankarPages: 1901-191612. Energy-aware virtual machine allocation and selection in cloud data centersAuthor(s): V. Dinesh Reddy, G. R. Gangadharan, G. Subrahmanya V. R. K. RaoPages: 1917-193213. An extensive evaluation of search-based software testing: a reviewAuthor(s): Manju Khari, Prabhat KumarPages: 1933-194614. A parallel hybrid optimization algorithm for some network design problemsAuthor(s): Ibrahima Diarrassouba, Mohamed Khalil Labidi, A. Ridha MahjoubPages: 1947-196415. Structure evolution-based design for low-pass IIR digital filters with the sharp transition band and the linear phase passbandAuthor(s): Lijia Chen, Mingguo Liu, Jing Wu, Jianfeng Yang, Zhen DaiPages: 1965-198416. A new approach to construct similarity measure for intuitionistic fuzzy setsAuthor(s): Yafei Song, Xiaodan Wang, Wen Quan, Wenlong HuangPages: 1985-199817. Similarity measures of generalized trapezoidal fuzzy numbers for fault diagnosisAuthor(s): Jianjun Xie, Wenyi Zeng, Junhong Li, Qian YinPages: 1999-201418. Discussing incomplete 2-tuple fuzzy linguistic preference relations in multi-granular linguistic MCGDM with unknown weight informationAuthor(s): Xue-yang Zhang, Hong-yu Zhang, Jian-qiang WangPages: 2015-203219. A hybrid biogeography-based optimization and fuzzy C-means algorithm for image segmentationAuthor(s): Minxia Zhang, Weixuan Jiang, Xiaohan Zhou, Yu Xue, Shengyong ChenPages: 2033-204620. Vibration control of a structure using sliding-mode hedge-algebras-based controllerAuthor(s): Duc-Trung Tran, Van-Binh Bui, Tung-Anh Le, Hai-Le BuiPages: 2047-205921. Efficient obfuscation for CNF circuits and applications in cloud computingAuthor(s): Huang Zhang, Fangguo Zhang, Rong Cheng, Haibo TianPages: 2061-207222. Modeling and comparison of the series systems with imperfect coverage for an unreliable serverAuthor(s): Ching-Chang Kuo, Jau-Chuan KePages: 2073-208223. Gravitational search algorithm and K-means for simultaneous feature selection and data clustering: a multi-objective approachAuthor(s): Jay Prakash, Pramod Kumar SinghPages: 2083-210024. Towards efficient privacy-preserving encrypted image search in cloud computingAuthor(s): Yuan Wang, Meixia Miao, Jian Shen, Jianfeng WangPages: 2101-211225. Complete image fusion method based on fuzzy transformsAuthor(s): Ferdinando Di Martino, Salvatore SessaPages: 2113-2123 Read more »
  • Complex & Intelligent Systems, Volume 5, Issue 1, March 2019
    1. Rare pattern mining: challenges and future perspectivesAuthor(s): Anindita Borah, Bhabesh Nath Pages: 1-232. LSHADE-SPA memetic framework for solving large-scale optimization problemsAuthor(s):Anas A. Hadi, Ali W. Mohamed, Kamal M. Jambi Pages: 25-403. Interval-valued Pythagorean fuzzy Einstein hybrid weighted averaging aggregation operator and their application to group decision makingAuthor(s):Khaista Rahman, Saleem Abdullah, Asad Ali, Fazli Amin Pages: 41-524. Evaluation of firms applying to Malcolm Baldrige National Quality Award: a modified fuzzy AHP methodAuthor(s):Serhat Aydin, Cengiz Kahraman Pages: 53-635. Intuitionistic trapezoidal fuzzy multi-numbers and its application to multi-criteria decision-making problemsAuthor(s):Vakkas Ulucay, Irfan Deli, Mehmet Sahin Pages: 65-786. Controlling disturbances of islanding in a gas power plant via fuzzy-based neural network approach with a focus on load-shedding systemAuthor(s):M. Moloudi, A. H. Mazinan Pages: 79-89 Read more »
  • IEEE Transactions on Neural Networks and Learning Systems, Volume 30, Issue 3, March 2019
    1. NullHop: A Flexible Convolutional Neural Network Accelerator Based on Sparse Representations of Feature MapsAuthor(s): Alessandro Aimar; Hesham Mostafa; Enrico Calabrese; Antonio Rios-Navarro; Ricardo Tapiador-Morales; Iulia-Alexandra Lungu; Moritz B. Milde; Federico Corradi; Alejandro Linares-Barranco; Shih-Chii Liu; Tobi DelbruckPages: 644 - 6562. Robust Dimension Reduction for Clustering With Local Adaptive LearningAuthor(s): Xiao-Dong Wang; Rung-Ching Chen; Zhi-Qiang Zeng; Chao-Qun Hong; Fei YanPages: 657 - 6693. Learning of a Decision-Maker’s Preference Zone With an Evolutionary ApproachAuthor(s): Manish AggarwalPages: 670 - 6824. Fine-Grained Image Classification Using Modified DCNNs Trained by Cascaded Softmax and Generalized Large-Margin LossesAuthor(s): Weiwei Shi; Yihong Gong; Xiaoyu Tao; De Cheng; Nanning ZhengPages: 683 - 6945. Distributed Generalized Nash Equilibrium Seeking Algorithm Design for Aggregative Games Over Weight-Balanced DigraphsAuthor(s): Zhenhua Deng; Xiaohong NianPages: 695 - 7066. DBSDA: Lowering the Bound of Misclassification Rate for Sparse Linear Discriminant Analysis via Model DebiasingAuthor(s): Haoyi Xiong; Wei Cheng; Jiang Bian; Wenqing Hu; Zeyi Sun; Zhishan GuoPages: 707 - 7177. Modulation Classification Based on Signal Constellation Diagrams and Deep LearningAuthor(s): Shengliang Peng; Hanyu Jiang; Huaxia Wang; Hathal Alwageed; Yu Zhou; Marjan Mazrouei Sebdani; Yu-Dong YaoPages: 718 - 7278. ICFS Clustering With Multiple Representatives for Large DataAuthor(s): Liang Zhao; Zhikui Chen; Yi Yang; Liang Zou; Z. Jane WangPages: 728 - 7389. Exponential Stabilization of Fuzzy Memristive Neural Networks With Hybrid Unbounded Time-Varying DelaysAuthor(s): Yin Sheng; Frank L. Lewis; Zhigang ZengPages: 739 - 75010. A Fused CP Factorization Method for Incomplete TensorsAuthor(s): Yuankai Wu; Huachun Tan; Yong Li; Jian Zhang; Xiaoxuan ChenPages: 751 - 76411. Indefinite Kernel Logistic Regression With Concave-Inexact-Convex ProcedureAuthor(s): Fanghui Liu; Xiaolin Huang; Chen Gong; Jie Yang; Johan A. K. SuykensPages: 765 - 77612. Robot Learning System Based on Adaptive Neural Control and Dynamic Movement PrimitivesAuthor(s): Chenguang Yang; Chuize Chen; Wei He; Rongxin Cui; Zhijun LiPages: 777 - 78713. Discriminative Feature Selection via Employing Smooth and Robust Hinge LossAuthor(s): Hanyang Peng; Cheng-Lin LiuPages: 788 - 80214. A Fast and Accurate Matrix Completion Method Based on QR Decomposition and L2,1 Norm MinimizationAuthor(s): Qing Liu; Franck Davoine; Jian Yang; Ying Cui; Zhong Jin; Fei HanPages: 803 - 81715. Local Restricted Convolutional Neural Network for Change Detection in Polarimetric SAR ImagesAuthor(s): Fang Liu; Licheng Jiao; Xu Tang; Shuyuan Yang; Wenping Ma; Biao HouPages: 818 - 83316. Cost-Effective Object Detection: Active Sample Mining With Switchable Selection CriteriaAuthor(s): Keze Wang; Liang Lin; Xiaopeng Yan; Ziliang Chen; Dongyu Zhang; Lei ZhangPages: 834 - 85017. Multiview Subspace Clustering via Tensorial t-Product RepresentationAuthor(s): Ming Yin; Junbin Gao; Shengli Xie; Yi GuoPages: 851 - 86418. Exploring Self-Repair in a Coupled Spiking Astrocyte Neural NetworkAuthor(s): Junxiu Liu; Liam J. Mcdaid; Jim Harkin; Shvan Karim; Anju P. Johnson; Alan G. Millard; James Hilder; David M. Halliday; Andy M. Tyrrell; Jon TimmisPages: 865 - 87519. Fast and Accurate Hierarchical Clustering Based on Growing Multilayer Topology TrainingAuthor(s): Yiu-ming Cheung; Yiqun ZhangPages: 876 - 89020. General Square-Pattern Discretization Formulas via Second-Order Derivative Elimination for Zeroing Neural Network Illustrated by Future OptimizationAuthor(s): Jian Li; Yunong Zhang; Mingzhi MaoPages: 891 - 90121. Optimal Control of Propagating Fronts by Using Level Set Methods and Neural ApproximationsAuthor(s): Angelo Alessandri; Patrizia Bagnerini; Mauro GaggeroPages: 902 - 91222. Robust Stabilization of Delayed Neural Networks: Dissipativity-Learning ApproachAuthor(s): Ramasamy Saravanakumar; Hyung Soo Kang; Choon Ki Ahn; Xiaojie Su; Hamid Reza KarimiPages: 913 - 92223. Asymptotically Optimal Contextual Bandit Algorithm Using Hierarchical StructuresAuthor(s): Mohammadreza Mohaghegh Neyshabouri; Kaan Gokcesu; Hakan Gokcesu; Huseyin Ozkan; Suleyman Serdar KozatPages: 923 - 93724. Adaptive Optimal Output Regulation of Time-Delay Systems via Measurement FeedbackAuthor(s): Weinan Gao; Zhong-Ping JiangPages: 938 - 94525. Unsupervised Knowledge Transfer Using Similarity EmbeddingsAuthor(s): Nikolaos Passalis; Anastasios TefasPages: 946 - 95026. Synchronization of Coupled Markovian Reaction–Diffusion Neural Networks With Proportional Delays Via Quantized ControlAuthor(s): Xinsong Yang; Qiang Song; Jinde Cao; Jianquan LuPages: 951 - 95827. Stepsize Range and Optimal Value for Taylor–Zhang Discretization Formula Applied to Zeroing Neurodynamics Illustrated via Future Equality-Constrained Quadratic ProgrammingAuthor(s): Yunong Zhang; Huihui Gong; Min Yang; Jian Li; Xuyun YangPages: 959 - 966 Read more »
  • IEEE Transactions on Fuzzy Systems, Volume 27, Issue 1, Jan. 2019
    1) A Nested Tensor Product Model TransformationAuthor(s): Y Yu, Z Li, X Liu, K Hirota, X Chen, T Fernando, H H C LuPages: 1 - 15 2) High-order Intuitionistic Fuzzy Cognitive Map Based on Evidential Reasoning TheoryAuthor(s): Y Zhang, J Qin, P Shi, Y KangPages: 16 - 30 3) Joint Learning of Spectral Clustering Structure and Fuzzy Similarity Matrix of DataAuthor(s): Z Bian, H Ishibuchi, S WangPages: 31 - 44 4) Fuzzy Optimal Energy Management for Fuel Cell and Supercapacitor Systems Using Neural Network Based Driving Pattern RecognitionAuthor(s): R Zhang, J Tao, H ZhouPages: 45 - 57 5) Comparing the Performance Potentials of Interval and General Type-2 Rule-Based Fuzzy Systems in Terms of Sculpting the State SpaceAuthor(s): J M MendelPages: 58 - 71 6) LDS-FCM: A Linear Dynamical System Based Fuzzy C-Means Method for Tactile RecognitionAuthor(s): C Liu, W Huang, F Sun, M Luo, C TanPages: 72 - 83 7) Improving Risk Evaluation in FMEA With Cloud Model and Hierarchical TOPSIS MethodAuthor(s): H-C Liu, L-E Wang, Z-W Li, Y-P HuPages: 84 - 95 8) Finite-Time Adaptive Fuzzy Output Feedback Dynamic Surface Control for MIMO Nonstrict Feedback SystemsAuthor(s): Y Li, K Li, S TongPages: 96 - 1109) BPEC: Belief-Peaks Evidential ClusteringAuthor(s): Z-G Su, T DenoeuxPages: 111 - 123 10) Improving the Performance of Fuzzy Rule-Based Classification Systems Based on a Nonaveraging Generalization of CC-Integrals NamedCF1F2-IntegralsAuthor(s): G Lucca, G P Dimuro, J Fernandez, H Bustince, B Bedregal, J A SanzPages: 124 - 134 11) The Negation of a Basic Probability AssignmentAuthor(s): L Yin, X Deng, Y DengPages: 135 - 143 12) Event Triggered Adaptive Fuzzy Consensus for Interconnected Switched Multiagent SystemsAuthor(s): S Zheng, P Shi, S Wang, Y ShiPages: 144 - 158 13) Alternative Ranking-Based Clustering and Reliability Index-Based Consensus Reaching Process for Hesitant Fuzzy Large Scale Group Decision MakingAuthor(s): X Liu, Y Xu, R Montes, R-X Ding, F HerreraPages: 159 - 171 14) Fuzzy Adaptive Finite-Time Control Design for Nontriangular Stochastic Nonlinear SystemsAuthor(s): S Sui, C L P Chen, S TongPages: 172 - 184 15) Deviation-Sparse Fuzzy C-Means With Neighbor Information ConstraintAuthor(s): Y Zhang, X Bai, R Fan, Z WangPages: 185 - 199 16) Sampled-Data Adaptive Output Feedback Fuzzy Stabilization for Switched Nonlinear Systems With Asynchronous SwitchingAuthor(s): S Li, C K Ahn, Z XiangPages: 200 - 205 Read more »
  • Soft Computing, Volume 23, Issue 5, March 2019
    Special issue on Theory and Practice of Natural Computing: Fifth Edition1) Theory and practice of natural computing: fifth editionAuthor(s): Carlos Martín-Vide, Miguel A. Vega-RodríguezPages: 14212) A multi-objective evolutionary approach to Pareto-optimal model treesAuthor(s): Marcin Czajkowski, Marek KretowskiPages: 1423-14373) Fuel-efficient truck platooning by a novel meta-heuristic inspired from ant colony optimisationAuthor(s): Abtin Nourmohammadzadeh, Sven HartmannPages: 1439-14524) A heuristic survivable virtual network mapping algorithmAuthor(s): Xiangwei Zheng, Jie Tian, Xiancui Xiao, Xinchun Cui, Xiaomei YuPages: 1453-14635) A semiring-like representation of lattice pseudoeffect algebrasAuthor(s): Ivan Chajda, Davide Fazio, Antonio LeddaPages: 1465-14756) Twenty years of Soft Computing: a bibliometric overviewAuthor(s): José M. Merigó, Manuel J. Cobo, Sigifredo Laengle, Daniela RivasPages: 1477-14977) Monadic pseudo BCI-algebras and corresponding logicsAuthor(s): Xiaolong Xin, Yulong Fu, Yanyan Lai, Juntao WangPages: 1499-15108) Group decision making with compatibility measures of hesitant fuzzy linguistic preference relationsAuthor(s): Xunjie Gou, Zeshui Xu, Huchang LiaoPages: 1511-15279) Semi-multifractal optimization algorithmAuthor(s): Ireneusz GosciniakPages: 1529-153910) Time series interval forecast using GM(1,1) and NGBM(1, 1) modelsAuthor(s): Ying-Yuan Chen, Hao-Tien Liu, Hsiow-Ling HsiehPages: 1541-155511) Tri-partition cost-sensitive active learning through kNNAuthor(s): Fan Min, Fu-Lun Liu, Liu-Ying Wen, Zhi-Heng ZhangPages: 1557-157212) New ranked set sampling schemes for range charts limits under bivariate skewed distributionsAuthor(s): Derya Karagöz, Nursel KoyuncuPages: 1573-158713) Gist: general integrated summarization of text and reviewsAuthor(s): Justin Lovinger, Iren Valova, Chad CloughPages: 1589-160114) Rough fuzzy bipolar soft sets and application in decision-making problemsAuthor(s): Nosheen Malik, Muhammad ShabirPages: 1603-161415) Differential evolution with Gaussian mutation and dynamic parameter adjustmentAuthor(s): Gaoji Sun, Yanfei Lan, Ruiqing ZhaoPages: 1615-164216) Using Covariance Matrix Adaptation Evolution Strategies for solving different types of differential equationsAuthor(s): Jose M. Chaquet, Enrique J. CarmonaPages: 1643-166617) A direct solution approach based on constrained fuzzy arithmetic and metaheuristic for fuzzy transportation problemsAuthor(s): Adil Baykasoğlu, Kemal SubulanPages: 1667-169818) An efficient hybrid algorithm based on Water Cycle and Moth-Flame Optimization algorithms for solving numerical and constrained engineering optimization problemsAuthor(s): Soheyl Khalilpourazari, Saman KhalilpourazaryPages: 1699-172219) An evolutionary approach to constrained path planning of an autonomous surface vehicle for maximizing the covered area of Ypacarai LakeAuthor(s): Mario Arzamendia, Derlis Gregor, Daniel Gutierrez ReinaPages: 1723-173420) A multi-key SMC protocol and multi-key FHE based on some-are-errorless LWEAuthor(s): Huiyong Wang, Yong Feng, Yong Ding, Shijie TangPages: 1735-174421) Smart PSO-based secured scheduling approaches for scientific workflows in cloud computingAuthor(s): J. Angela Jennifa Sujana, T. Revathi, T. S. Siva Priya, K. MuneeswaranPages: 1745-17622) ARD-PRED: an in silico tool for predicting age-related-disorder-associated proteinsAuthor(s): Kirti Bhadhadhara, Yasha HasijaPages: 1767-1776 Read more »
  • Soft Computing, Volume 23, Issue 4, February 2019
    1) Direct limits of generalized pseudo-effect algebras with the Riesz decomposition propertiesAuthor(s): Yanan Guo, Yongjian XiePages: 1071-10782) Geometric structure information based multi-objective function to increase fuzzy clustering performance with artificial and real-life dataAuthor(s): M. M. Gowthul Alam, S. BaulkaniPages: 1079-10983) A Gould-type integral of fuzzy functions IIAuthor(s): Alina Gavriluţ, Alina IosifPages: 1099-11074) Sorting of decision-making methods based on their outcomes using dominance-vector hesitant fuzzy-based distanceAuthor(s): Bahram Farhadinia, Enrique Herrera-ViedmaPages: 1109-11215) On characterization of fuzzy tree pushdown automataAuthor(s): M. GhoraniPages: 1123-11316) BIAM: a new bio-inspired analysis methodology for digital ecosystems based on a scale-free architectureAuthor(s): Vincenzo Conti, Simone Sante Ruffo, Salvatore Vitabile, Leonard BarolliPages: 1133-11507) Self-feedback differential evolution adapting to fitness landscape characteristicsAuthor(s): Wei Li, Shanni Li, Zhangxin Chen, Liang Zhong, Chengtian OuyangPages: 1151-11638) Mining stock category association on Tehran stock marketAuthor(s): Zahra Hoseyni MasumPages: 1165-11779) A comparative study of optimization models in genetic programming-based rule extraction problemsAuthor(s): Marconi de Arruda Pereira, Eduardo Gontijo Carrano…Pages: 1179-119710) Distributed task allocation in multi-agent environments using cellular learning automataAuthor(s): Maryam Khani, Ali Ahmadi, Hajar HajaryPages: 1199-121811) MOEA3D: a MOEA based on dominance and decomposition with probability distribution modelAuthor(s): Ziyu Hu, Jingming Yang, Huihui Cui, Lixin Wei, Rui FanPages: 1219-123712) CCODM: conditional co-occurrence degree matrix document representation methodAuthor(s): Wei Wei, Chonghui Guo, Jingfeng Chen, Lin Tang, Leilei SunPages: 1239-125513) Minimization of reliability indices and cost of power distribution systems in urban areas using an efficient hybrid meta-heuristic algorithmAuthor(s): Avishek Banerjee, Samiran Chattopadhyay, Grigoras Gheorghe…Pages: 1257-128114) A robust method to discover influential users in social networksAuthor(s): Qian Ma, Jun MaPages: 1283-129515) Chance-constrained random fuzzy CCR model in presence of skew-normal distributionAuthor(s): Behrokh Mehrasa, Mohammad Hassan BehzadiPages: 1297-130816) A fuzzy AHP-based methodology for project prioritization and selectionAuthor(s): Amir Shaygan, Özlem Müge TestikPages: 1309-131917) A multi-objective evolutionary fuzzy system to obtain a broad and accurate set of solutions in intrusion detection systemsAuthor(s): Salma Elhag, Alberto Fernández, Abdulrahman Altalhi, Saleh Alshomrani…Pages: 1321-133618) Uncertain vertex coloring problemAuthor(s): Lin Chen, Jin Peng, Dan A. RalescuPages: 1337-134619) Local, global and decentralized fuzzy-based computing paradigms for coordinated voltage control of grid-connected photovoltaic systemsAuthor(s): Alfredo Vaccaro, Hafsa Qamar, Haleema QamarPages: 1347-135620) Combining user preferences and expert opinions: a criteria synergy-based model for decision making on the WebAuthor(s): Marcelo Karanik, Rubén Bernal, José Ignacio Peláez…Pages: 1357-137321) A bi-objective fleet size and mix green inventory routing problem, model and solution methodAuthor(s): Mehdi Alinaghian, Mohsen ZamaniPages: 1375-139122) A genetic algorithm approach to the smart grid tariff design problemAuthor(s): Will Rogers, Paula Carroll, James McDermottPages: 1393-140523) Lyapunov–Krasovskii stable T2FNN controller for a class of nonlinear time-delay systemsAuthor(s): Sehraneh Ghaemi, Kamel Sabahi, Mohammad Ali BadamchizadehPages: 1407-1419 Read more »
  • Soft Computing, Volume 23, Issue 3, February 2019
    1) Butterfly optimization algorithm: a novel approach for global optimizationAuthor(s): Sankalap Arora, Satvir SinghPages: 715-734 2) Congruences and ideals in generalized pseudoeffect algebras revisitedAuthor(s): S. PulmannováPages: 735-7453) An efficient online/offline ID-based short signature procedure using extended chaotic mapsAuthor(s): Chandrashekhar Meshram, Chun-Ta Li, Sarita Gajbhiye MeshramPages: 747-7534) Discrete-time noise-tolerant Zhang neural network for dynamic matrix pseudoinversionAuthor(s): Qiuhong Xiang, Bolin Liao, Lin Xiao, Long Lin, Shuai LiPages: 755-7665) Post-training discriminative pruning for RBMsAuthor(s): Máximo Sánchez-Gutiérrez, Enrique M. Albornoz, Hugo L. RufinerPages: 767-7816) Gravitational search algorithm with both attractive and repulsive forcesAuthor(s): Hamed Zandevakili, Esmat Rashedi, Ali MahaniPages: 783-8257) A statistic approach for power analysis of integrated GPUAuthor(s): Qiong Wang, Ning Li, Li Shen, Zhiying WangPages: 827-838) Resolution of single-variable fuzzy polynomial equations and an upper bound on the number of solutionsAuthor(s): Hamed Farahani, Mahmoud Paripour, Saeid AbbasbandyPages: 837-8459) Rescheduling-based congestion management scheme using particle swarm optimization with distributed acceleration constantsAuthor(s): Naresh Kumar YadavPages: 847-85710) Dual buffer rotation four-stage pipeline for CPU–GPU cooperative computingAuthor(s): Tao Li, Qiankun Dong, Yifeng Wang, Xiaoli Gong, Yulu YangPages: 859-86911) Physarum-energy optimization algorithmAuthor(s): Xiang Feng, Yang Liu, Huiqun Yu, Fei LuoPages: 871-88812) An adaptive control study for the DC motor using meta-heuristic algorithmsAlejandro Rodríguez-Molina, Miguel Gabriel Villarreal-CervantesPages: 889-90613) Interval valued L-fuzzy prime ideals, triangular norms and partially ordered groupsAuthor(s): Babushri Srinivas Kedukodi, Syam Prasad Kuncham, B. JagadeeshaPages: 907-92014) An interpretable neuro-fuzzy approach to stock price forecastingAuthor(s): Sharifa Rajab, Vinod SharmaPages: 921-93615) Collaborative multi-view K-means clusteringAuthor(s): Safa Bettoumi, Chiraz Jlassi, Najet ArousPages: 937-94516) New types of generalized Bosbach states on non-commutative residuated latticesAuthor(s): Weibing ZuoPages: 947-95917) Bi-objective corridor allocation problem using a permutation-based genetic algorithm hybridized with a local search techniqueAuthor(s): Zahnupriya Kalita, Dilip Datta, Gintaras PalubeckisPages: 961-98618) Derivative-based acceleration of general vector machineAuthor(s): Binbin Yong, Fucun Li, Qingquan Lv, Jun Shen, Qingguo ZhouPages: 987-99519) An approach based on reliability-based possibility degree of interval for solving general interval bilevel linear programming problemAuthor(s): Aihong Ren, Yuping WangPages: 997-100620) Emotion-based color transfer of images using adjustable color combinationsAuthor(s): Yuan-Yuan Su, Hung-Min SunPages: 1007-102021) Improved metaheuristic-based energy-efficient clustering protocol with optimal base station location in wireless sensor networksAuthor(s): Palvinder Singh Mann, Satvir SinghPages: 1021-103722) Evolving nearest neighbor time series forecastersAuthor(s): Juan J. Flores, José R. Cedeño González, Rodrigo Lopez FariasPages: 1039-104823) On separating axioms and similarity of soft topological spacesAuthor(s): Małgorzata TerepetaPages: 1049-105724) Optimal platform design with modularity strategy under fuzzy environmentAuthor(s): Qinyu Song, Yaodong NiPages: 1059-1070 Read more »
  • Complex & Intelligent Systems, Volume 4, Issue 4, December 2018
    1) A robust system maturity model for complex systems utilizing system readiness level and Petri netsAuthor(s): Brent Thal, Bill Olson, Paul Blessner Pages: 241-2502) Circuit design and simulation for the fractional-order chaotic behavior in a new dynamical systemAuthor(s): Z. Hammouch, T. Mekkaoui Pages: 251-2603) Priority ranking for energy resources in Turkey and investment planning for renewable energy resourcesAuthor(s): Mehmet Emin Baysal, Nazli Ceren Cetin Pages: 261-2694) Towards online data-driven prognostics systemAuthor(s): Hatem M. Elattar, Hamdy K. Elminir, A. M. Riad Pages: 271-2825) Model-based evolutionary algorithms: a short surveyAuthor(s): Ran Cheng, Cheng He, Yaochu Jin, Xin Yao Pages: 283-292 Read more »
  • IEEE Transactions on Neural Networks and Learning Systems: Volume 30, Issue 1, January 2019
    1. Editorial: Booming of Neural Networks and Learning SystemsPage(s): 2 - 102. Deep CNN-Based Blind Image Quality PredictorAuthor(s): Jongyoo Kim; Anh-Duc Nguyen; Sanghoon LeePage(s): 11 - 243. Neuro-Adaptive Control With Given Performance Specifications for Strict Feedback Systems Under Full-State ConstraintsAuthor(s): Xiucai Huang; Yongduan Song; Junfeng LaiPage(s): 25 - 344. Consensus Problems Over Cooperation-Competition Random Switching Networks With Noisy ChannelsAuthor(s): Yonghong Wu; Bin Hu; Zhi-Hong GuanPage(s): 35 - 435. Estimation of Graphlet Counts in Massive NetworksAuthor(s): Ryan A. Rossi; Rong Zhou; Nesreen K. AhmedPage(s): 44 - 576. Finite-Time Passivity-Based Stability Criteria for Delayed Discrete-Time Neural Networks via New Weighted Summation InequalitiesAuthor(s): Ramasamy Saravanakumar; Sreten B. Stojanovic; Damnjan D. Radosavljevic; Choon Ki Ahn; Hamid Reza KarimiPage(s): 58 - 717. Multiple-Model Adaptive Estimation for 3-D and 4-D Signals: A Widely Linear Quaternion ApproachAuthor(s): Min Xiang; Bruno Scalzo Dees; Danilo P. MandicPage(s): 72 - 848. Optimal Synchronization Control of Multiagent Systems With Input Saturation via Off-Policy Reinforcement LearningAuthor(s): Jiahu Qin; Man Li; Yang Shi; Qichao Ma; Wei Xing ZhengPage(s): 85 - 969. Design and Adaptive Control for an Upper Limb Robotic Exoskeleton in Presence of Input SaturationAuthor(s): Wei He; Zhijun Li; Yiting Dong; Ting ZhaoPage(s): 97 - 10810. A Cost-Sensitive Deep Belief Network for Imbalanced ClassificationAuthor(s): Chong Zhang; Kay Chen Tan; Haizhou Li; Geok Soon HongPage(s): 109 - 12211. A Highly Effective and Robust Membrane Potential-Driven Supervised Learning Method for Spiking NeuronsAuthor(s): Malu Zhang; Hong Qu; Ammar Belatreche; Yi Chen; Zhang YiPage(s): 123 - 13712. Enhanced Robot Speech Recognition Using Biomimetic Binaural Sound Source LocalizationAuthor(s): Jorge Dávila-Chacón; Jindong Liu; Stefan WermterPage(s): 138 - 15013. A Discrete-Time Projection Neural Network for Sparse Signal Reconstruction With Application to Face RecognitionAuthor(s): Bingrong Xu; Qingshan Liu; Tingwen HuangPage(s): 151 - 16214. Domain-Weighted Majority Voting for CrowdsourcingAuthor(s): Dapeng Tao; Jun Cheng; Zhengtao Yu; Kun Yue; Lizhen WangPage(s): 163 - 17415. Reconstructible Nonlinear Dimensionality Reduction via Joint Dictionary LearningAuthor(s): Xian Wei; Hao Shen; Yuanxiang Li; Xuan Tang; Fengxiang Wang; Martin Kleinsteuber; Yi Lu MurpheyPage(s): 175 - 18916. On the Duality Between Belief Networks and Feed-Forward Neural NetworksAuthor(s): Paul M. BaggenstossPage(s): 190 - 20017. Exploiting Combination Effect for Unsupervised Feature Selection by L2,0 NormAuthor(s): Xingzhong Du; Feiping Nie; Weiqing Wang; Yi Yang; Xiaofang ZhouPage(s): 201 - 21418. Leader-Following Practical Cluster Synchronization for Networks of Generic Linear Systems: An Event-Based ApproachAuthor(s): Jiahu Qin; Weiming Fu; Yang Shi; Huijun Gao; Yu KangPage(s): 215 - 22419. Semisupervised Learning Based on a Novel Iterative Optimization Model for Saliency DetectionAuthor(s): Shuwei Huo; Yuan Zhou; Wei Xiang; Sun-Yuan KungPage(s): 225 - 24120. Augmented Real-Valued Time-Delay Neural Network for Compensation of Distortions and Impairments in Wireless TransmittersAuthor(s): Dongming Wang; Mohsin Aziz; Mohamed Helaoui; Fadhel M. GhannouchiPage(s): 242 - 25421. UCFTS: A Unilateral Coupling Finite-Time Synchronization Scheme for Complex NetworksAuthor(s): Min Han; Meng Zhang; Tie Qiu; Meiling XuPage(s): 255 - 26822. A Semisupervised Classification Approach for Multidomain Networks With Domain SelectionAuthor(s): Chuan Chen; Jingxue Xin; Yong Wang; Luonan Chen; Michael K. NgPage(s): 269 - 28323. Neurons With Paraboloid Decision Boundaries for Improved Neural Network Classification PerformanceAuthor(s): Nikolaos Tsapanos; Anastasios Tefas; Nikolaos Nikolaidis; Ioannis PitasPage(s): 284 - 29424. Adaptive Reinforcement Learning Control Based on Neural Approximation for Nonlinear Discrete-Time Systems With Unknown Nonaffine Dead-Zone InputAuthor(s): Yan-Jun Liu; Shu Li; Shaocheng Tong; C. L. Philip ChenPage(s): 295 - 30525. Filippov Hindmarsh–Rose Neuronal Model With Threshold Policy ControlAuthor(s): Yi Yang; Xiaofeng LiaoPage(s): 306 - 31126. Blind Denoising AutoencoderAuthor(s): Angshul MajumdarPage(s): 312 - 31727. Variational Random Function Model for Network ModelingAuthor(s): Zenglin Xu; Bin Liu; Shandian Zhe; Haoli Bai; Zihan Wang; Jennifer NevillePage(s): 318 - 324 Read more »
  • IEEE Transactions on Neural Networks and Learning Systems: Volume 30, Issue 2, February 2019.
    1. fpgaConvNet: Mapping Regular and Irregular Convolutional Neural Networks on FPGAsAuthor(s): Stylianos I. Venieris; Christos-Savvas BouganisPage(s): 326 - 3422. A Novel Neural Networks Ensemble Approach for Modeling Electrochemical CellsAuthor(s): Massimiliano Luzi; Maurizio Paschero; Antonello Rizzi; Enrico Maiorino; Fabio Massimo Frattale MascioliPage(s): 343 - 3543. Exploring Correlations Among Tasks, Clusters, and Features for Multitask ClusteringAuthor(s): Wenming Cao; Si Wu; Zhiwen Yu; Hau-San WongPage(s): 355 - 3684. Scaling Up Kernel SVM on Limited Resources: A Low-Rank Linearization ApproachAuthor(s): Liang Lan; Zhuang Wang; Shandian Zhe; Wei Cheng; Jun Wang; Kai ZhangPage(s): 369 - 3785. Optimized Neural Network Parameters Using Stochastic Fractal Technique to Compensate Kalman Filter for Power System-Tracking-State EstimationAuthor(s): Hossam Mosbah; Mohamed E. El-HawaryPage(s): 379 - 3886. Online Identification of Nonlinear Stochastic Spatiotemporal System With Multiplicative Noise by Robust Optimal Control-Based Kernel Learning MethodAuthor(s): Hanwen Ning; Guangyan Qing; Tianhai Tian; Xingjian JingPage(s): 389 - 4047. Semisupervised Learning With Parameter-Free Similarity of Label and Side InformationAuthor(s): Rui Zhang; Feiping Nie; Xuelong LiPage(s): 405 - 4148. H-infinity State Estimation for Discrete-Time Nonlinear Singularly Perturbed Complex Networks Under the Round-Robin ProtocolAuthor(s): Xiongbo Wan; Zidong Wang; Min Wu; Xiaohui LiuPage(s): 415 - 4269. Temporal Self-Organization: A Reaction–Diffusion Framework for Spatiotemporal MemoriesAuthor(s): Prayag Gowgi; Shayan Srinivasa GaraniPage(s): 427 - 44810. Variational Bayesian Learning for Dirichlet Process Mixture of Inverted Dirichlet Distributions in Non-Gaussian Image Feature ModelingAuthor(s): Zhanyu Ma; Yuping Lai; W. Bastiaan Kleijn; Yi-Zhe Song; Liang Wang; Jun GuoPage(s): 449 - 46311. Hierarchical Decision and Control for Continuous Multitarget Problem: Policy Evaluation With Action DelayAuthor(s): Jiangcheng Zhu; Jun Zhu; Zhepei Wang; Shan Guo; Chao XuPage(s): 464 - 47312. Unified Low-Rank Matrix Estimate via Penalized Matrix Least Squares ApproximationAuthor(s): Xiangyu Chang; Yan Zhong; Yao Wang; Shaobo LinPage(s): 474 - 48513. Online Active Learning Ensemble Framework for Drifted Data StreamsAuthor(s): Jicheng Shan; Hang Zhang; Weike Liu; Qingbao LiuPage(s): 486 - 49814. A New Approach to Stochastic Stability of Markovian Neural Networks With Generalized Transition RatesAuthor(s): Ruimei Zhang; Deqiang Zeng; Ju H. Park; Yajuan Liu; Shouming ZhongPage(s): 499 - 51015. Optimization of Distributions Differences for ClassificationAuthor(s): Mohammad Reza Bonyadi; Quang M. Tieng; David C. ReutensPage(s): 511 - 52316. Deep Convolutional Identifier for Dynamic Modeling and Adaptive Control of Unmanned HelicopterAuthor(s): Yu Kang; Shaofeng Chen; Xuefeng Wang; Yang CaoPage(s): 524 - 53817. Neural-Response-Based Extreme Learning Machine for Image ClassificationAuthor(s): Hongfeng Li; Hongkai Zhao; Hong LiPage(s): 539 - 55218. Deep Ensemble Machine for Video ClassificationAuthor(s): Jiewan Zheng; Xianbin Cao; Baochang Zhang; Xiantong Zhen; Xiangbo SuPage(s): 553 - 56519. Multiple ψ-Type Stability of Cohen–Grossberg Neural Networks With Both Time-Varying Discrete Delays and Distributed DelaysAuthor(s): Fanghai Zhang; Zhigang ZengPage(s): 566 - 57920. Neural Network Training With Levenberg–Marquardt and Adaptable Weight CompressionAuthor(s): James S. Smith; Bo Wu; Bogdan M. WilamowskiPage(s): 580 - 58721. Solving Partial Least Squares Regression via Manifold Optimization ApproachesAuthor(s): Haoran Chen; Yanfeng Sun; Junbin Gao; Yongli Hu; Baocai YinPage(s): 588 - 60022. Dendritic Neuron Model With Effective Learning Algorithms for Classification, Approximation, and PredictionAuthor(s): Shangce Gao; Mengchu Zhou; Yirui Wang; Jiujun Cheng; Hanaki Yachi; Jiahai WangPage(s): 601 - 61423. Multiclass Nonnegative Matrix Factorization for Comprehensive Feature Pattern DiscoveryAuthor(s): Yifeng Li; Youlian Pan; Ziying LiuPage(s): 615 - 62924. Self-Paced Learning-Based Probability Subspace Projection for Hyperspectral Image ClassificationAuthor(s): Shuyuan Yang; Zhixi Feng; Min Wang; Kai ZhangPage(s): 630 - 63525. Hierarchical Stability Conditions for a Class of Generalized Neural Networks With Multiple Discrete and Distributed DelaysAuthor(s): Lei Song; Sing Kiong Nguang; Dan HuangPage(s): 636 - 642 Read more »
  • Full UK PhD Scholarships
    Full UK PhD scholarships in evolutionary computation/ computational intelligence/data analytics/ operations research/optimisation/simulationThanks to an arisen opportunity, we at the Operational Research (OR) group, Liverpool John Moores University (United Kingdom) may be able to offer a small number of PhD scholarships (full or tuition-fees-only depending on the quality of the candidate).There are two types of scholarships:The ones for UK/EU/settled students:Deadline 3rd March. Results to be known by end of March.provide full tuition fees for three years and,living expenses + running cost cover of about £16,500 each year (to be determined) for 3 yearsstudents have to enrol in Sept-Oct 2019Brexit will not have any impact on these scholarshipsThe ones for international students:Provide about £20,000 each year (to be determined). Students can use this amount to pay toward their tuition fees and living expenses.If the successful candidate joins one of the projects currently being run by the OR group, he/she may get additional scholarships depending on research performance and level of contribution. Regarding research topic, any area in evolutionary computation/ computational intelligence/data analytics/ operations research would be acceptable. However, I would prefer a topic that relates to one of our existing projects, which are in the following areas:OR techniques to study/mitigate the impact of climate change on transportation. For example, we have a project (with Merseyrail and Network Rail) on using data analytics and optimisation to anticipate and mitigate the impact of leaves falling on train tracks.Evolutionary computation or meta-heuristicsOR/data analytics applications in rail, in partnership with Merseyrail, Network Rail, and Rail Delivery GroupOR applications in maritime, in partnership with UK, EU and overseas portsOR applications in sustainable transportation, e.g. bicycle, e-bikes, walking, buses, emission/congestion reduction etc., in partnership with local authorities and transport authorities (e.g. the ones in Liverpool and Manchester)OR applications in logistics (e.g. bin packing, vehicle routing etc.) in partnership with logistics companies, especially those in airports, ports, and manufacturing plants (especially those in Liverpool).OR applications in manufacturing, in partnership with car manufacturers e.g. Vauxhall and Jaguar Land Rover.Interested candidates please contact Dr. Trung Thanh Nguyen T.T.Nguyen@ljmu.ac.uk with your full CV and transcripts. It is important that interested candidates contact me ASAP to ensure that we can prepare your applications in the best way to maximise your chance before the deadline of 3rd March. Read more »
  • IEEE Transactions on Neural Networks and Learning Systems, Volume 29, Issue 9, September 2018
    1. Continuous DropoutAuthor(s): Xu Shen; Xinmei Tian; Tongliang Liu; Fang Xu; Dacheng TaoPages: 3926 - 39372. Deep Manifold Learning Combined With Convolutional Neural Networks for Action RecognitionAuthor(s): Xin Chen; Jian Weng; Wei Lu; Jiaming Xu; Jiasi WengPages: 3938 - 39523. AdOn HDP-HMM: An Adaptive Online Model for Segmentation and Classification of Sequential DataAuthor(s): Ava Bargi; Richard Yi Da Xu; Massimo PiccardiPages: 3953 - 39684. Deep Learning of Constrained Autoencoders for Enhanced Understanding of DataAuthor(s): Babajide O. Ayinde; Jacek M. ZuradaPages: 3969 - 39795. Learning Methods for Dynamic Topic Modeling in Automated Behavior AnalysisAuthor(s): Olga Isupova; Danil Kuzin; Lyudmila MihaylovaPages: 3980 - 39936. Support Vector Data Descriptions and k-Means Clustering: One Class?Author(s): Nico Görnitz; Luiz Alberto Lima; Klaus-Robert Müller; Marius Kloft; Shinichi NakajimaPages: 3994 - 40067. Data-Driven Robust M-LS-SVR-Based NARX Modeling for Estimation and Control of Molten Iron Quality Indices in Blast Furnace IronmakingAuthor(s): Ping Zhou; Dongwei Guo; Hong Wang; Tianyou ChaiPages: 4007 - 40218. Detection of Sources in Non-Negative Blind Source Separation by Minimum Description Length CriterionAuthor(s): Chia-Hsiang Lin; Chong-Yung Chi; Lulu Chen; David J. Miller; Yue WangPages: 4022 - 40379. Nonparametric Coupled Bayesian Dictionary and Classifier Learning for Hyperspectral ClassificationAuthor(s): Naveed Akhtar; Ajmal MianPages: 4038 - 405010. Heterogeneous Multitask Metric Learning Across Multiple DomainsAuthor(s): Yong Luo; Yonggang Wen; Dacheng TaoPages: 4051 - 406411. Classification of Imbalanced Data by Oversampling in Kernel Space of Support Vector MachinesAuthor(s): Josey Mathew; Chee Khiang Pang; Ming Luo; Weng Hoe LeongPages: 4065 - 407612. A Novel Error-Compensation Control for a Class of High-Order Nonlinear Systems With Input DelayAuthor(s): Chao Shi; Zongcheng Liu; Xinmin Dong; Yong ChenPages: 4077 - 408713. Dimensionality Reduction in Multiple Ordinal RegressionAuthor(s): Jiabei Zeng; Yang Liu; Biao Leng; Zhang Xiong; Yiu-ming CheungPages: 4088 - 410114. A Deep Machine Learning Method for Classifying Cyclic Time Series of Biological Signals Using Time-Growing Neural NetworkAuthor(s): Arash Gharehbaghi; Maria LindénPages: 4102 - 411515. Transductive Zero-Shot Learning With Adaptive Structural EmbeddingAuthor(s): Yunlong Yu; Zhong Ji; Jichang Guo; Yanwei PangPages: 4116 - 412716. Bayesian Nonparametric Regression Modeling of Panel Data for Sequential ClassificationAuthor(s): Sihan Xiong; Yiwei Fu; Asok RayPages: 4128 - 413917. Symmetric Predictive Estimator for Biologically Plausible Neural LearningAuthor(s): David Xu; Andrew Clappison; Cameron Seth; Jeff OrchardPages: 4140 - 415118. A Distance-Based Weighted Undersampling Scheme for Support Vector Machines and its Application to Imbalanced ClassificationAuthor(s): Qi Kang; Lei Shi; MengChu Zhou; XueSong Wang; QiDi Wu; Zhi WeiPages: 4152 - 416519. Learning With Coefficient-Based Regularized Regression on Markov ResamplingAuthor(s): Luoqing Li; Weifu Li; Bin Zou; Yulong Wang; Yuan Yan Tang; Hua HanPages: 4166 - 417620. Sequential Labeling With Structural SVM Under Nondecomposable LossesAuthor(s): Guopeng Zhang; Massimo Piccardi; Ehsan Zare BorzeshiPages: 4177 - 418821. The Stability of Stochastic Coupled Systems With Time-Varying Coupling and General Topology StructureAuthor(s): Yan Liu; Wenxue Li; Jiqiang FengPages: 4189 - 420022. Stability Analysis of Quaternion-Valued Neural Networks: Decomposition and Direct ApproachesAuthor(s): Yang Liu; Dandan Zhang; Jungang Lou; Jianquan Lu; Jinde CaoPages: 4201 - 421123. On Wang k WTA With Input Noise, Output Node Stochastic, and Recurrent State NoiseAuthor(s): John Sum; Chi-Sing Leung; Kevin I.-J. HoPages: 4212 - 422224. Event-Driven Stereo Visual Tracking Algorithm to Solve Object OcclusionAuthor(s): Luis A. Camuñas-Mesa; Teresa Serrano-Gotarredona; Sio-Hoi Ieng; Ryad Benosman; Bernabé Linares-BarrancoPages: 4223 - 423725. Stability Analysis of Neural Networks With Time-Varying Delay by Constructing Novel Lyapunov FunctionalsAuthor(s): Tae H. Lee; Hieu M. Trinh; Ju H. ParkPages: 4238 - 424726. Design, Analysis, and Representation of Novel Five-Step DTZD Algorithm for Time-Varying Nonlinear OptimizationAuthor(s): Dongsheng Guo; Laicheng Yan; Zhuoyun NiePages: 4248 - 426027. Neural Observer and Adaptive Neural Control Design for a Class of Nonlinear SystemsAuthor(s): Bing Chen; Huaguang Zhang; Xiaoping Liu; Chong LinPages: 4261 - 427128. Shared Autoencoder Gaussian Process Latent Variable Model for Visual ClassificationAuthor(s): Jinxing Li; Bob Zhang; David ZhangPages: 4272 - 428629. Online Supervised Learning for Hardware-Based Multilayer Spiking Neural Networks Through the Modulation of Weight-Dependent Spike-Timing-Dependent PlasticityAuthor(s): Nan Zheng; Pinaki MazumderPages: 4287 - 430230. Neural-Network-Based Adaptive Backstepping Control With Application to Spacecraft Attitude RegulationAuthor(s): Xibin Cao; Peng Shi; Zhuoshi Li; Ming LiuPages: 4303 - 431331. Recursive Adaptive Sparse Exponential Functional Link Neural Network for Nonlinear AEC in Impulsive Noise EnvironmentAuthor(s): Sheng Zhang; Wei Xing ZhengPages: 4314 - 432332. Multilabel Prediction via Cross-View SearchAuthor(s): Xiaobo Shen; Weiwei Liu; Ivor W. Tsang; Quan-Sen Sun; Yew-Soon OngPages: 4324 - 433833. Large-Scale Metric Learning: A Voyage From Shallow to DeepAuthor(s): Masoud Faraki; Mehrtash T. Harandi; Fatih PorikliPages: 4339 - 434634. Distributed Event-Triggered Adaptive Control for Cooperative Output Regulation of Heterogeneous Multiagent Systems Under Switching TopologyAuthor(s): Ruohan Yang; Hao Zhang; Gang Feng; Huaicheng YanPages: 4347 - 435835. Event-Based Adaptive NN Tracking Control of Nonlinear Discrete-Time SystemsAuthor(s): Yuan-Xin Li; Guang-Hong YangPages: 4359 - 436936. Dynamic Analysis of Hybrid Impulsive Delayed Neural Networks With UncertaintiesAuthor(s): Bin Hu; Zhi-Hong Guan; Tong-Hui Qian; Guanrong ChenPages: 4370 - 438437. Robust Zeroing Neural-Dynamics and Its Time-Varying Disturbances Suppression Model Applied to Mobile Robot ManipulatorsAuthor(s): Dechao Chen; Yunong ZhangPages: 4385 - 439738. Multiple-Instance Ordinal RegressionAuthor(s): Yanshan Xiao; Bo Liu; Zhifeng HaoPages: 4398 - 441339. Neuroadaptive Control With Given Performance Specifications for MIMO Strict-Feedback Systems Under Nonsmooth Actuation and Output ConstraintsAuthor(s): Yongduan Song; Shuyan ZhouPages: 4414 - 442540. Lagrangean-Based Combinatorial Optimization for Large-Scale S3VMsAuthor(s): Francesco Bagattini; Paola Cappanera; Fabio SchoenPages: 4426 - 443541. Adaptive Fault-Tolerant Control for Nonlinear Systems With Multiple Sensor Faults and Unknown Control DirectionsAuthor(s): Ding Zhai; Liwei An; Xiaojian Li; Qingling ZhangPages: 4436 - 444642. Design of Distributed Observers in the Presence of Arbitrarily Large Communication DelaysAuthor(s): Kexin Liu; Jinhu Lü; Zongli LinPages: 4447 - 446143. A Solution Path Algorithm for General Parametric Quadratic Programming ProblemAuthor(s): Bin Gu; Victor S. ShengPages: 4462 - 447244. Online Density Estimation of Nonstationary Sources Using Exponential Family of DistributionsAuthor(s): Kaan Gokcesu; Suleyman S. KozatPages: 4473 - 447845. Image-Specific Classification With Local and Global DiscriminationsAuthor(s): Chunjie Zhang; Jian Cheng; Changsheng Li; Qi TianPages: 4479 - 448646. Global Asymptotic Stability for Delayed Neural Networks Using an Integral Inequality Based on Nonorthogonal PolynomialsAuthor(s): Xian-Ming Zhang; Wen-Juan Lin; Qing-Long Han; Yong He; Min WuPages: 4487 - 449347. L1-Norm Distance Minimization-Based Fast Robust Twin Support Vector k-Plane ClusteringAuthor(s): Qiaolin Ye; Henghao Zhao; Zechao Li; Xubing Yang; Shangbing Gao; Tongming Yin; Ning YePages: 4494 - 450348. Extensions to Online Feature Selection Using Bagging and BoostingAuthor(s): Gregory Ditzler; Joseph LaBarck; James Ritchie; Gail Rosen; Robi PolikarPages: 4504 - 450949. On Adaptive Boosting for System IdentificationAuthor(s): Johan Bjurgert; Patricio E. Valenzuela; Cristian R. RojasPages: 4510 - 451450. Universal Approximation by Using the Correntropy Objective FunctionAuthor(s): Mojtaba Nayyeri; Hadi Sadoghi Yazdi; Alaleh Maskooki; Modjtaba RouhaniPages: 4515 - 452151. Stability Analysis of Optimal Adaptive Control Under Value Iteration Using a Stabilizing Initial PolicyAuthor(s): Ali HeydariPages: 4522 - 452752. Object Categorization Using Class-Specific RepresentationsAuthor(s): Chunjie Zhang; Jian Cheng; Liang Li; Changsheng Li; Qi TianPages: 4528 - 453453. Improved Stability Analysis for Delayed Neural NetworksAuthor(s): Zhichen Li; Yan Bai; Congzhi Huang; Huaicheng Yan; Shicai MuPages: 4535 - 454154. Connectivity-Preserving Consensus Tracking of Uncertain Nonlinear Strict-Feedback Multiagent Systems: An Error Transformation ApproachAuthor(s): Sung Jin YooPages: 4542 - 4548 Read more »
  • Soft Computing, Volume 22, Issue 16, August 2018
    1. Optimization and decision-making with big dataAuthor(s): Xiang Li, Xiaofeng XuPages: 5197-51992. Impact of healthcare insurance on medical expense in China: new evidence from meta-analysisAuthor(s): Jian Chai, Limin Xing, Youhong Zhou, Shuo Li, K. K. Lai, Shouyang WangPages: 5201-52133. Modified bat algorithm based on covariance adaptive evolution for global optimization problemsAuthor(s): Xian Shan, Huijin ChengPages: 5215-52304. The impacts of private risk aversion magnitude and moral hazard in R&D project under uncertain environmentAuthor(s): Yiping Fu, Zhihua Chen, Yanfei LanPages: 5231-52465. Supporting consumer’s purchase decision: a method for ranking products based on online multi-attribute product ratingsAuthor(s): Zhi-Ping Fan, Yang Xi, Yang LiuPages: 5247-52616. Effect of risk attitude on outsourcing leadership preferences with demand uncertaintyAuthor(s): Huiru Chen, Yingchen Yan, Zhibing Liu, Tiantian XingPages: 5263-52787. Value-at-risk forecasts by dynamic spatial panel GJR-GARCH model for international stock indices portfolioAuthor(s): Wei-Guo Zhang, Guo-Li Mo, Fang Liu, Yong-Jun LiuPages: 5279-52978. Case-based reasoning with optimized weight derived by particle swarm optimization for software effort estimationAuthor(s): Dengsheng Wu, Jianping Li, Chunbing BaoPages: 5299-53109. Dynamic analysis for Governance–Pollution model with education promoting controlAuthor(s): Jiaorui Li, Siqi YuPages: 5311-532110. A combined neural network model for commodity price forecasting with SSAAuthor(s): Jue Wang, Xiang LiPages: 5323-533311. International investing in uncertain financial marketAuthor(s): Yi Zhang, Jinwu Gao, Qi AnPages: 5335-534612. A novel multi-attribute group decision-making method based on the MULTIMOORA with linguistic evaluationsAuthor(s): Xi Chen, Liu Zhao, Haiming LiangPages: 5347-536113. Evaluation research on commercial bank counterparty credit risk management based on new intuitionistic fuzzy methodAuthor(s): Qian Liu, Chong Wu, Lingyan LouPages: 5363-537514. A novel hybrid decision support system for thyroid disease forecastingAuthor(s): Waheed Ahmad, Ayaz Ahmad, Chuncheng Lu, Barkat Ali Khoso, Lican HuangPages: 5377-538315. A bi-level optimization model of LRP in collaborative logistics network considered backhaul no-load costAuthor(s): Xiaofeng Xu, Yao Zheng, Lean YuPages: 5385-539316. Measuring and forecasting the volatility of USD/CNY exchange rate with multi-fractal theoryAuthor(s): Limei Sun, Lina Zhu, Alec Stephenson, Jinyu WangPages: 5395-540617. Affordable levels of house prices using fuzzy linear regression analysis: the case of ShanghaiAuthor(s): Jian Zhou, Hui Zhang, Yujie Gu, Athanasios A. PantelousPages: 5407-541818. What is the value of an online retailer sharing demand forecast information?Author(s): Jinlou Zhao, Hui Zhu, Shuang ZhengPages: 5419-542819. Credibility support vector machines based on fuzzy outputsAuthor(s): Chao Wang, Xiaowei Liu, Minghu Ha, Ting ZhaoPages: 5429-543720. A novel two-sided matching decision method for technological knowledge supplier and demander considering the network collaboration effectAuthor(s): Jing Han, Bin Li, Haiming Liang, Kin Keung LaiPages: 5439-545121. Managerial compensation and research and development investment in a two-period agency settingAuthor(s): Zhiying Zhao, Guoqing Yang, Jianmin XuPages: 5453-546522. Intervention strategies for false information on two-layered networks in public crisis by numerical simulationsAuthor(s): Xiaoxia Zhu, Mengmeng LiuPages: 5467-547723. The coordination mechanisms of emergency inventory model under supply disruptionsAuthor(s): Jiaguo Liu, Huan Zhou, Junjin WangPages: 5479-548924. Evolutionary many-objective optimization based on linear assignment problem transformationsAuthor(s): Luis Miguel Antonio, José A. Molinet Berenguer, Carlos A. Coello CoelloPages: 5491-551225. Multiple-attribute decision-making method based on hesitant fuzzy linguistic Muirhead mean aggregation operatorsAuthor(s): Peide Liu, Ying Li, Maocong Zhang, Li Zhang, Juan ZhaoPages: 5513-552426. Sustainability evaluation of the supply chain with undesired outputs and dual-role factors based on double frontier network DEAAuthor(s): Yi Su, Wei SunPages: 5525-553327. Project portfolio selection based on synergy degree of composite systemAuthor(s): LiBiao Bai, Hongliang Chen, Qi Gao, Wei LuoPages: 5535-554528. Balancing strategic contributions and financial returns: a project portfolio selection model under uncertaintyAuthor(s): Yuntao Guo, Lin Wang, Suike Li, Zhi Chen, Yin ChengPages: 5547-555929. An optimal model using data envelopment analysis for uncertainty metrics in reliabilityAuthor(s): Tianpei Zu, Rui Kang, Meilin Wen, Yi YangPages: 5561-5568 Read more »
  • Soft Computing, Volume 22, Issue 15, August 2018
    Special Issue on Extensions of Fuzzy Sets in Decision Making1. A special issue on extensions of fuzzy sets in decision-makingAuthor(s): Cengiz KahramanPages: 4851-48532. Probabilistic OWA distances applied to asset managementAuthor(s): José M. Merigó, Ligang Zhou, Dejian Yu, Nabil Alrajeh, Khalid AlnowibetPages: 4855-48783. Solid waste collection system selection for smart cities based on a type-2 fuzzy multi-criteria decision techniqueAuthor(s): Murside Topaloglu, Ferhat Yarkin, Tolga KayaPages: 4879-48904. A novel interval-valued neutrosophic EDAS method: prioritization of the United Nations national sustainable development goalsAuthor(s): Ali Karaşan, Cengiz KahramanPages: 4891-49065. A new optimization meta-heuristic algorithm based on self-defense mechanism of the plants with three reproduction operatorsAuthor(s): Camilo Caraveo, Fevrier Valdez, Oscar CastilloPages: 4907-49206. Interval type-2 fuzzy c-control charts using likelihood and reduction methodsAuthor(s): Hatice Ercan-Teksen, Ahmet Sermet AnagünPages: 4921-49347. Comments on crucial and unsolved problems on Atanassov’s intuitionistic fuzzy setsAuthor(s): Piotr DworniczakPages: 4935-49398. A novel interval-valued neutrosophic AHP with cosine similarity measureAuthor(s): Eda Bolturk, Cengiz KahramanPages: 4941-49589. An advanced study on the similarity measures of intuitionistic fuzzy sets based on the set pair analysis theory and their application in decision makingAuthor(s): Harish Garg, Kamal KumarPages: 4959-497010. An interval type 2 hesitant fuzzy MCDM approach and a fuzzy c means clustering for retailer clusteringAuthor(s): Sultan Ceren Oner, Başar OztaysiPages: 4971-498711. Criteria evaluation for pricing decisions in strategic marketing management using an intuitionistic cognitive map approachAuthor(s): Elif Dogu, Y. Esra AlbayrakPages: 4989-500512. Pythagorean fuzzy engineering economic analysis of solar power plantsAuthor(s): Veysel Çoban, Sezi Çevik OnarPages: 5007-502013. Multi-objective evolutionary algorithm for tuning the Type-2 inference engine on classification taskAuthor(s): Edward C. Hinojosa, Heloisa A. CamargoPages: 5021-503114. Modeling attribute control charts by interval type-2 fuzzy setsAuthor(s): Nihal Erginel, Sevil Şentürk, Gülay YıldızPages: 5033-504115. On invariant IF-stateAuthor(s): Alžbeta Michalíková, Beloslav RiečanPages: 5043-504916. Entropy measures for Atanassov intuitionistic fuzzy sets based on divergenceAuthor(s): Ignacio Montes, Nikhil R. Pal, Susana MontesPages: 5051-507117. An enhanced fuzzy evidential DEMATEL method with its application to identify critical success factorsAuthor(s): Yuzhen Han, Yong DengPages: 5073-509018. Cloud computing technology selection based on interval-valued intuitionistic fuzzy MCDM methodsAuthor(s): Gülçin Büyüközkan, Fethullah Göçer, Orhan FeyzioğluPages: 5091-511419. Scaled aggregation operations over two- and three-dimensional index matricesAuthor(s): Velichka Traneva, Stoyan Tranev, Miroslav Stoenchev, Krassimir AtanassovPages: 5115-512020. A bipolar knowledge representation model to improve supervised fuzzy classification algorithmsAuthor(s): Guillermo Villarino, Daniel Gómez, J. Tinguaro Rodríguez, Javier MonteroPages: 5121-514621. Modeling and analysis of the simplest fuzzy PID controller of Takagi–Sugeno type with modified rule baseAuthor(s): Ritu Raj, B. M. MohanPages: 5147-516122. Expressive attribute-based keyword search with constant-size ciphertextAuthor(s): Jinguang Han, Ye Yang, Joseph K. Liu, Jiguo Li, Kaitai Liang, Jian ShenPages: 5163-517723. Task scheduling using Ant Colony Optimization in multicore architectures: a surveyAuthor(s): G. Umarani Srikanth, R. GeethaPages: 5179-5196 Read more »
  • IEEE Transactions on Neural Networks and Learning Systems, Volume 29, Issue 7, July 2018
    1. Driving Under the Influence (of Language)Author(s): Daniel Paul Barrett; Scott Alan Bronikowski; Haonan Yu; Jeffrey Mark SiskindPages: 2668 - 26832. Cascaded Subpatch Networks for Effective CNNsAuthor(s): Xiaoheng Jiang; Yanwei Pang; Manli Sun; Xuelong LiPages: 2684 - 26943. Neighborhood-Based Stopping Criterion for Contrastive DivergenceAuthor(s): Enrique Romero Merino; Ferran Mazzanti Castrillejo; Jordi Delgado PinPages: 2695 - 27044. Neural AILC for Error Tracking Against Arbitrary Initial ShiftsAuthor(s): Mingxuan Sun; Tao Wu; Lejian Chen; Guofeng ZhangPages: 2705 - 27165. RankMap: A Framework for Distributed Learning From Dense Data SetsAuthor(s): Azalia Mirhoseini; Eva L. Dyer; Ebrahim M. Songhori; Richard Baraniuk; Farinaz KoushanfarPages: 2717 - 27306. Manifold Preserving: An Intrinsic Approach for Semisupervised Distance Metric LearningAuthor(s): Shihui Ying; Zhijie Wen; Jun Shi; Yaxin Peng; Jigen Peng; Hong QiaoPages: 2731 - 27427. Transductive Regression for Data With Latent Dependence StructureAuthor(s): Nico Görnitz; Luiz Alberto Lima; Luiz Eduardo Varella; Klaus-Robert Müller; Shinichi NakajimaPages: 2743 - 27568. Variance-Constrained State Estimation for Complex Networks With Randomly Varying TopologiesAuthor(s): Hongli Dong; Nan Hou; Zidong Wang; Weijian RenPages: 2757 - 27689. Stability Analysis of Continuous-Time and Discrete-Time Quaternion-Valued Neural Networks With Linear Threshold NeuronsAuthor(s): Xiaofeng Chen; Qiankun Song; Zhongshan Li; Zhenjiang Zhao; Yurong LiuPages: 2769 - 278110. Improving Sparsity and Scalability in Regularized Nonconvex Truncated-Loss Learning ProblemsAuthor(s): Qing Tao; Gaowei Wu; Dejun ChuPages: 2782 - 279311. Policy Approximation in Policy Iteration Approximate Dynamic Programming for Discrete-Time Nonlinear SystemsAuthor(s): Wentao Guo; Jennie Si; Feng Liu; Shengwei MeiPages: 2794 - 280712. Multilateral Telecoordinated Control of Multiple Robots With Uncertain KinematicsAuthor(s): Di-Hua Zhai; Yuanqing XiaPages: 2808 - 282213. A Peak Price Tracking-Based Learning System for Portfolio SelectionAuthor(s): Zhao-Rong Lai; Dao-Qing Dai; Chuan-Xian Ren; Ke-Kun HuangPages: 2823 - 283214. Generalized Self-Organizing Maps for Automatic Determination of the Number of Clusters and Their Multiprototypes in Cluster AnalysisAuthor(s): Marian B. Gorzałczany; Filip RudzińskiPages: 2833 - 284515. Event-Triggered Distributed Approximate Optimal State and Output Control of Affine Nonlinear Interconnected SystemsAuthor(s): Vignesh Narayanan; Sarangapani JagannathanPages: 2846 - 285616. Online Feature Transformation Learning for Cross-Domain Object Category RecognitionAuthor(s): Xuesong Zhang; Yan Zhuang; Wei Wang; Witold PedryczPages: 2857 - 287117. Improving CNN Performance Accuracies With Min–Max ObjectiveAuthor(s): Weiwei Shi; Yihong Gong; Xiaoyu Tao; Jinjun Wang; Nanning ZhengPages: 2872 - 288518. Distribution-Preserving Stratified Sampling for Learning ProblemsAuthor(s): Cristiano Cervellera; Danilo MacciòPages: 2886 - 289519. Training DCNN by Combining Max-Margin, Max-Correlation Objectives, and Correntropy Loss for Multilabel Image ClassificationAuthor(s): Weiwei Shi; Yihong Gong; Xiaoyu Tao; Nanning ZhengPages: 2896 - 290820. Robust Least-Squares Support Vector Machine With Minimization of Mean and Variance of Modeling ErrorAuthor(s): Xinjiang Lu; Wenbo Liu; Chuang Zhou; Minghui HuangPages: 2909 - 292021. Joint Attributes and Event Analysis for Multimedia Event DetectionAuthor(s): Zhigang Ma; Xiaojun Chang; Zhongwen Xu; Nicu Sebe; Alexander G. HauptmannPages: 2921 - 293022. Aggregation Analysis for Competitive Multiagent Systems With Saddle Points via Switching StrategiesAuthor(s): Liying Zhu; Zhengrong XiangPages: 2931 - 294323. Learning Multimodal Parameters: A Bare-Bones Niching Differential Evolution ApproachAuthor(s): Yue-Jiao Gong; Jun Zhang; Yicong ZhouPages: 2944 - 295924. Time-Varying System Identification Using an Ultra-Orthogonal Forward Regression and Multiwavelet Basis Functions With Applications to EEGAuthor(s): Yang Li; Wei-Gang Cui; Yu-Zhu Guo; Tingwen Huang; Xiao-Feng Yang; Hua-Liang WeiPages: 2960 - 297225. Neural Decomposition of Time-Series Data for Effective GeneralizationAuthor(s): Luke B. Godfrey; Michael S. GashlerPages: 2973 - 298526. Feature Selection Based on Neighborhood Discrimination IndexAuthor(s): Changzhong Wang; Qinghua Hu; Xizhao Wang; Degang Chen; Yuhua Qian; Zhe DongPages: 2986 - 299927. Multistability of Recurrent Neural Networks With Nonmonotonic Activation Functions and Unbounded Time-Varying DelaysAuthor(s): Peng Liu; Zhigang Zeng; Jun WangPages: 3000 - 301028. Optimal Triggering of Networked Control SystemsAuthor(s): Ali HeydariPages: 3011 - 302129. Observer-Based Adaptive Fault-Tolerant Tracking Control of Nonlinear Nonstrict-Feedback SystemsAuthor(s): Chengwei Wu; Jianxing Liu; Yongyang Xiong; Ligang WuPages: 3022 - 303330. Joint Estimation of Multiple Conditional Gaussian Graphical ModelsAuthor(s): Feihu Huang; Songcan Chen; Sheng-Jun HuangPages: 3034 - 304631. Stability Analysis of Genetic Regulatory Networks With Switching Parameters and Time DelaysAuthor(s): Tingting Yu; Jianxing Liu; Yi Zeng; Xian Zhang; Qingshuang Zeng; Ligang WuPages: 3047 - 305832. Adaptive Neural Networks Prescribed Performance Control Design for Switched Interconnected Uncertain Nonlinear SystemsAuthor(s): Yongming Li; Shaocheng TongPages: 3059 - 306833. Robust and Efficient Boosting Method Using the Conditional RiskAuthor(s): Zhi Xiao; Zhe Luo; Bo Zhong; Xin DangPages: 3069 - 308334. Learning Deep Generative Models With Doubly Stochastic Gradient MCMCAuthor(s): Chao Du; Jun Zhu; Bo ZhangPages: 3084 - 309635. Discriminative Transfer Learning Using Similarities and DissimilaritiesAuthor(s): Ying Lu; Liming Chen; Alexandre Saidi; Emmanuel Dellandrea; Yunhong WangPages: 3097 - 311036. Discriminative Block-Diagonal Representation Learning for Image RecognitionAuthor(s): Zheng Zhang; Yong Xu; Ling Shao; Jian YangPages: 3111 - 312537. Robustness to Training Disturbances in SpikeProp LearningAuthor(s): Sumit Bam Shrestha; Qing SongPages: 3126 - 313938. Bayesian Neighborhood Component AnalysisAuthor(s): Dong Wang; Xiaoyang TanPages: 3140 - 315139. p th Moment Exponential Input-to-State Stability of Delayed Recurrent Neural Networks With Markovian Switching via Vector Lyapunov FunctionAuthor(s): Lei Liu; Jinde Cao; Cheng QianPages: 3152 - 316340. Distributed Adaptive Finite-Time Approach for Formation–Containment Control of Networked Nonlinear Systems Under Directed TopologyAuthor(s): Yujuan Wang; Yongduan Song; Wei RenPages: 3164 - 317541. DANoC: An Efficient Algorithm and Hardware Codesign of Deep Neural Networks on ChipAuthor(s): Xichuan Zhou; Shengli Li; Fang Tang; Shengdong Hu; Zhi Lin; Lei ZhangPages: 3176 - 318742. Causal Inference on Multidimensional Data Using Free Probability TheoryAuthor(s): Furui Liu; Lai-Wan ChanPages: 3188 - 319843. Regularized Semipaired Kernel CCA for Domain AdaptationAuthor(s): Siamak Mehrkanoon; Johan A. K. SuykensPages: 3199 - 321344. Patch Alignment Manifold MattingAuthor(s): Xuelong Li; Kang Liu; Yongsheng Dong; Dacheng TaoPages: 3214 - 322645. Supervised Learning Based on Temporal Coding in Spiking Neural NetworksAuthor(s): Hesham MostafaPages: 3227 - 323546. Multiple Structure-View Learning for Graph ClassificationAuthor(s): Jia Wu; Shirui Pan; Xingquan Zhu; Chengqi Zhang; Philip S. YuPages: 3236 - 325147. Online Heterogeneous Transfer by Hedge Ensemble of Offline and Online DecisionsAuthor(s): Yuguang Yan; Qingyao Wu; Mingkui Tan; Michael K. Ng; Huaqing Min; Ivor W. TsangPages: 3252 - 326348. Single-Input Pinning Controller Design for Reachability of Boolean NetworksAuthor(s): Fangfei Li; Huaicheng Yan; Hamid Reza KarimiPages: 3264 - 326949. Tree-Based Kernel for Graphs With Continuous AttributesAuthor(s): Giovanni Da San Martino; Nicolò Navarin; Alessandro SperdutiPages: 3270 - 327650. Sufficient Condition for the Existence of the Compact Set in the RBF Neural Network ControlAuthor(s): Jiaming Zhu; Zhiqiang Cao; Tianping Zhang; Yuequan Yang; Yang YiPages: 3277 - 328251. Delayed Feedback Control for Stabilization of Boolean Control Networks With State DelayAuthor(s): Rongjian Liu; Jianquan Lu; Yang Liu; Jinde Cao; Zheng-Guang WuPages: 3283 - 328852. Convolutional Sparse Autoencoders for Image ClassificationAuthor(s): Wei Luo; Jun Li; Jian Yang; Wei Xu; Jian ZhangPages: 3289 - 329453. An Algorithm for Finding the Most Similar Given Sized Subgraphs in Two Weighted GraphsAuthor(s): Xu Yang; Hong Qiao; Zhi-Yong LiuPages: 3295 - 330054. Normalization and Solvability of Dynamic-Algebraic Boolean NetworksAuthor(s): Yang Liu; Jinde Cao; Bowen Li; Jianquan LuPages: 3301 - 3306 Read more »
  • IEEE Transaction on Fuzzy System, Volume 26, Issue 3, June 2018
    1. Lagrange Stability for T–S Fuzzy Memristive Neural Networks with Time-Varying Delays on Time ScalesAuthor(s): Q. Xiao and Z. ZengPages: 1091-11032. A T–S Fuzzy Model Identification Approach Based on a Modified Inter Type-2 FRCM AlgorithmAuthor(s): W. Zou, C. Li and N. ZhangPages: 1104-11133. Sensor Fault Estimation of Switched Fuzzy Systems With Unknown InputAuthor(s): H. Zhang, J. Han, Y. Wang and X. LiuPages: 1114-11244. Fuzzy Remote Tracking Control for Randomly Varying Local Nonlinear Models Under Fading and Missing MeasurementsAuthor(s): J. Song, Y. Niu, J. Lam and H. K. LamPages: 1125-11375. Distributed Adaptive Fuzzy Control for Output Consensus of Heterogeneous Stochastic Nonlinear Multiagent SystemsAuthor(s): S. Li, M. J. Er and J. ZhangPages: 1138-11526. Adaptive Fuzzy Control With Prescribed Performance for Block-Triangular-Structured Nonlinear SystemsAuthor(s): Y. Li and S. TongPages: 1153-11637. Dissipativity-Based Fuzzy Integral Sliding Mode Control of Continuous-Time T-S Fuzzy SystemsAuthor(s): Y. Wang, H. Shen, H. R. Karimi and D. DuanPages: 1164-11768. A Layered-Coevolution-Based Attribute-Boosted Reduction Using Adaptive Quantum-Behavior PSO and Its Consistent Segmentation for Neonates Brain TissueAuthor(s): W. Ding, C. T. Lin, M. Prasad, Z. Cao and J. WangPages: 1177-11919. Fuzzy Model Predictive Control of Discrete-Time Systems with Time-Varying Delay and DisturbancesAuthor(s): L. Teng, Y. Wang, W. Cai and H. LiPages: 1192-120610. Finite-Time Adaptive Fuzzy Tracking Control Design for Nonlinear SystemsAuthor(s): F. Wang, B. Chen, X. Liu and C. LinPages: 1207-121611. Combination of Classifiers With Optimal Weight Based on Evidential ReasoningAuthor(s): Z. G. Liu, Q. Pan, J. Dezert and A. MartinPages: 1217-123012. Evaluating and Comparing Soft Partitions: An Approach Based on Dempster–Shafer TheoryAuthor(s): T. Denœux, S. Li and S. SriboonchittaPages: 1231-124413. Adaptive Tracking Control for a Class of Switched Nonlinear Systems Under Asynchronous SwitchingAuthor(s): D. Zhai, A. Y. Lu, J. Dong and Q. ZhangPages: 1245-125614. Incremental Perspective for Feature Selection Based on Fuzzy Rough SetsAuthor(s): Y. Yang, D. Chen, H. Wang and X. WangPages: 1257-127315. Galois Connections Between a Fuzzy Preordered Structure and a General Fuzzy StructureAuthor(s): I. P. Cabrera, P. Cordero, F. García-Pardo, M. Ojeda-Aciego and B. De BaetsPages: 1274-128716. IC-FNN: A Novel Fuzzy Neural Network With Interpretable, Intuitive, and Correlated-Contours Fuzzy Rules for Function ApproximationAuthor(s): M. M. Ebadzadeh and A. Salimi-BadrPages: 1288-130217. On Using the Shapley Value to Approximate the Choquet Integral in Cases of Uncertain ArgumentsAuthor(s): R. R. YagerPages: 1303-131018. Adaptive Fuzzy Sliding Mode Control for Network-Based Nonlinear Systems With Actuator FailuresAuthor(s): L. Chen, M. Liu, X. Huang, S. Fu and J. QiuPages: 1311-132319. Correntropy-Based Evolving Fuzzy Neural SystemAuthor(s): R. J. Bao, H. J. Rong, P. P. Angelov, B. Chen and P. K. WongPages: 1324-133820. Multiobjective Reliability Redundancy Allocation Problem With Interval Type-2 Fuzzy UncertaintyAuthor(s): P. K. Muhuri, Z. Ashraf and Q. M. D. LohaniPages: 1339-135521. Distributed Adaptive Fuzzy Control For Nonlinear Multiagent Systems Under Directed GraphsAuthor(s): C. Deng and G. H. YangPages: 1356-136622. Probability Calculation and Element Optimization of Probabilistic Hesitant Fuzzy Preference Relations Based on Expected ConsistencyAuthor(s): W. Zhou and Z. XuPages: 1367-137823. Solving High-Order Uncertain Differential Equations via Runge–Kutta MethodAuthor(s): X. Ji and J. ZhouPages: 1379-138624. On Non-commutative Residuated Lattices With Internal StatesAuthor(s): B. Zhao and P. HePages: 1387-140025. Robust ${L_1}$ Observer-Based Non-PDC Controller Design for Persistent Bounded Disturbed TS Fuzzy SystemsAuthor(s): N. Vafamand, M. H. Asemani and A. KhayatianPages: 1401-141326. Decentralized Fault Detection for Affine T–S Fuzzy Large-Scale Systems With Quantized MeasurementsAuthor(s): H. Wang and G. H. YangPages: 1414-142627. Convergence in Distribution for Uncertain Random VariablesAuthor(s): R. Gao and D. A. RalescuPages: 1427-143428. Line Integrals of Intuitionistic Fuzzy Calculus and Their PropertiesAuthor(s): Z. Ai and Z. XuPages: 1435-144629. Unknown Input-Based Observer Synthesis for a Polynomial T–S Fuzzy Model System With UncertaintiesAuthor(s): V. P. Vu, W. J. Wang, H. C. Chen and J. M. ZuradaPages: 1447-145830. Distributed Filtering for Discrete-Time T–S Fuzzy Systems With Incomplete MeasurementsAuthor(s): D. Zhang, S. K. Nguang, D. Srinivasan and L. YuPages: 1459-147131. Multi-ANFIS Model Based Synchronous Tracking Control of High-Speed Electric Multiple UnitAuthor(s): H. Yang, Y. Fu and D. WangPages: 1472-148432. A New Self-Regulated Neuro-Fuzzy Framework for Classification of EEG Signals in Motor Imagery BCIAuthor(s): A. Jafarifarmand, M. A. Badamchizadeh, S. Khanmohammadi, M. A. Nazari and B. M. TazehkandPages: 1485-149733. $Hinfty$ LMI-Based Observer Design for Nonlinear Systems via Takagi–Sugeno Models With Unmeasured Premise VariablesAuthor(s): T. M. Guerra, R. Márquez, A. Kruszewski and M. BernalPages: 1498-150934. Ensemble Fuzzy Clustering Using Cumulative Aggregation on Random ProjectionsAuthor(s): P. Rathore, J. C. Bezdek, S. M. Erfani, S. Rajasegarar and M. PalaniswamiPages: 1510-152435. Lattice-Valued Interval Operators and Its Induced Lattice-Valued Convex StructuresAuthor(s): B. Pang and Z. Y. XiuPages: 1525-153436. Deep Takagi–Sugeno–Kang Fuzzy Classifier With Shared Linguistic Fuzzy RulesAuthor(s): Y. Zhang, H. Ishibuchi and S. WangPages: 1535-154937. Stability Analysis and Control of Two-Dimensional Fuzzy Systems With Directional Time-Varying DelaysAuthor(s): L. V. Hien and H. TrinhPages: 1550-156438. A New Fuzzy Modeling Framework for Integrated Risk Prognosis and Therapy of Bladder Cancer PatientsAuthor(s): O. Obajemu, M. Mahfouf and J. W. F. CattoPages: 1565-157739. Resolution Principle in Uncertain Random EnvironmentAuthor(s): X. Yang, J. Gao and Y. NiPages: 1578-158840. Observer-Based Fuzzy Adaptive Event-Triggered Control Codesign for a Class of Uncertain Nonlinear SystemsAuthor(s): Y. X. Li and G. H. YangPages: 1589-159941. Static Output Feedback Stabilization of Positive Polynomial Fuzzy SystemsAuthor(s): A. Meng, H. K. Lam, Y. Yu, X. Li and F. LiuPages: 1600-161242. Global Asymptotic Model-Free Trajectory-Independent Tracking Control of an Uncertain Marine Vehicle: An Adaptive Universe-Based Fuzzy Control ApproachAuthor(s): N. Wang, S. F. Su, J. Yin, Z. Zheng and M. J. ErPages: 1613-162543. Information Measures in the Intuitionistic Fuzzy Framework and Their RelationshipsAuthor(s): S. Das, D. Guha and R. MesiarPages: 1626-163744. A Random Fuzzy Accelerated Degradation Model and Statistical AnalysisAuthor(s): X. Y. Li, J. P. Wu, H. G. Ma, X. Li and R. KangPages: 1638-165045. Measures of Probabilistic Interval-Valued Intuitionistic Hesitant Fuzzy Sets and the Application in Reducing Excessive Medical ExaminationsAuthor(s): Y. Zhai, Z. Xu and H. LiaoPages: 1651-167046. A Unified Collaborative Multikernel Fuzzy Clustering for Multiview DataAuthor(s): S. Zeng, X. Wang, H. Cui, C. Zheng and D. FengPages: 1671-168747. Asynchronous Piecewise Output-Feedback Control for Large-Scale Fuzzy Systems via Distributed Event-Triggering SchemesAuthor(s): Z. Zhong, Y. Zhu and H. K. LamPages: 1688-170348. Fuzzy Group Decision Making With Incomplete Information Guided by Social InfluenceAuthor(s): N. Capuano, F. Chiclana, H. Fujita, E. Herrera-Viedma and V. LoiaPages: 1704-171849. Fuzzy Bayesian LearningAuthor(s): I. Pan and D. BesterPages: 1719-173150. Observer and Adaptive Fuzzy Control Design for Nonlinear Strict-Feedback Systems With Unknown Virtual Control CoefficientsAuthor(s): B. Chen, X. Liu and C. LinPages: 1732-174351. Controllable-Domain-Based Fuzzy Rule Extraction for Copper Removal Process ControlAuthor(s): B. Zhang, C. Yang, H. Zhu, P. Shi and W. GuiPages: 1744-175652. Renewal Reward Process With Uncertain Interarrival Times and Random RewardsAuthor(s): K. Yao and J. ZhouPages: 1757-176253. Uncertainty Measures of Extended Hesitant Fuzzy Linguistic Term SetsAuthor(s): C. Wei, R. M. Rodríguez and L. MartínezPages: 1763-176854. Correction to “Detection of Resource Overload in Conditions of Project Ambiguity” [Aug 17 868-877]Author(s): M. Pelikán, H. Štiková and I. VranaPages: 1769-1769 Read more »
  • IEEE Transactions on Cognitive and Developmental Systems, Volume 10, Number 2, June 2018
    1. Guest Editorial Special Issue on Neuromorphic Computing and Cognitive SystemsH. Tang, T. Huang, J. L. Krichmar, G. Orchard and A. Basu2. Adaptive Robot Path Planning Using a Spiking Neuron Algorithm With Axonal DelaysT. Hwu, A. Y. Wang, N. Oros and J. L. Krichmar3. Neuro-Activity-Based Dynamic Path Planner for 3-D Rough TerrainA. A. Saputra, Y. Toda, J. Botzheim and N. Kubota4. EMPD: An Efficient Membrane Potential Driven Supervised Learning Algorithm for Spiking NeuronsM. Zhang, H. Qu, A. Belatreche and X. Xie5. Robotic Homunculus: Learning of Artificial Skin Representation in a Humanoid Robot Motivated by Primary Somatosensory CortexM. Hoffmann, Z. Straka, I. Farkas, M. Vavrecka and G. Metta6. A Novel Parsimonious Cause-Effect Reasoning Algorithm for Robot Imitation and Plan RecognitionG. Katz, D. W. Huang, T. Hauge, R. Gentili and J. Reggia7. Predicting Spike Trains from PMd to M1 Using Discrete Time Rescaling Targeted GLMD. Xing, C. Qian, H. Li, S. Zhang, Q. Zhang, Y. Hao, X. Zheng, Z. Wu, Y. Wang, G. Pan8. Visual Pattern Recognition Using Enhanced Visual Features and PSD-Based Learning RuleX. Xu, X. Jin, R. Yan, Q. Fang and W. Lu9. Multimodal Functional and Structural Brain Connectivity Analysis in Autism: A Preliminary Integrated Approach With EEG, fMRI, and DTIB. A. Cociu, S. Das, L. Billeci, W. Jamal, K. Maharatna, S. Calderoni, A. Narzisi, F. Muratori10. Observing and Modeling Developing Knowledge and Uncertainty During Cross-Situational Word LearningG. Kachergis and C. Yu11. Prediction Error in the PMd As a Criterion for Biological Motion Discrimination: A Computational AccountY. Kawai, Y. Nagai and M. Asada12. Learning 4-D Spatial Representations Through Perceptual Experience With HypercubesT. Miwa, Y. Sakai and S. Hashimoto13. Fuzzy Feature Extraction for Multichannel EEG ClassificationP. Y. Zhou and K. C. C. Chan14. Orthogonal Principal Coefficients Embedding for Unsupervised Subspace LearningX. Xu, S. Xiao, Z. Yi, X. Peng and Y. Liu15. A Basal Ganglia Network Centric Reinforcement Learning Model and Its Application in Unmanned Aerial VehicleY. Zeng, G. Wang and B. Xu16. Biologically Inspired Self-Organizing Map Applied to Task Assignment and Path Planning of an AUV SystemD. Zhu, X. Cao, B. Sun and C. Luo17. Autonomous Discovery of Motor Constraints in an Intrinsically Motivated Vocal LearnerJ. M. Acevedo-Valle, C. Angulo and C. Moulin-Frier18. Bio-Inspired Model Learning Visual Goals and Attention Skills Through Contingencies and Intrinsic MotivationsV. Sperati and G. Baldassarre19. Seamless Integration and Coordination of Cognitive Skills in Humanoid Robots: A Deep Learning ApproachJ. Hwang and J. Tani20. Learning Temporal Intervals in Neural DynamicsB. Duran and Y. Sandamirskaya21. Quantifying Cognitive Workload in Simulated Flight Using Passive, Dry EEG MeasurementsJ. A. Blanco, M. K. Johnson, K. J. Jaquess, H. Oh, L. Lo, R. J. Gentili, B. D. Hatfield22. Enhanced Robotic Hand–Eye Coordination Inspired From Human-Like Behavioral PatternsF. Chao, Z. Zhu, C. Lin, H. Hu, L. Yang, C. Shang, C. Zhou23. Covariate Conscious Approach for Gait Recognition Based Upon Zernike Moment InvariantsH. Aggarwal and D. K. Vishwakarma24. EEG-Based Emotion Recognition Using Hierarchical Network With Subnetwork NodesY. Yang, Q. M. J. Wu, W. L. Zheng and B. L. Lu26. A Novel Biologically Inspired Visual Cognition Model: Automatic Extraction of Semantics, Formation of Integrated Concepts, and Reselection Features for AmbiguityP. Yin, H. Qiao, W. Wu, L. Qi, Y. Li, S. Zhong, B. Zhang27. Zero-Shot Image Classification Based on Deep Feature ExtractionX. Wang, C. Chen, Y. Cheng and Z. J. Wang28. A Hormone-Driven Epigenetic Mechanism for Adaptation in Autonomous RobotsJ. Lones, M. Lewis and L. Ca?amero29. Heteroscedastic Regression and Active Learning for Modeling Affordances in HumanoidsF. Stramandinoli, V. Tikhanoff, U. Pattacini and F. Nori30. Artificial Cognitive Systems That Can Answer Human Creativity Tests: An Approach and Two Case StudiesA. M. Olte?eanu, Z. Falomir and C. Freksa31. A Practical SSVEP-Based Algorithm for Perceptual Dominance Estimation in Binocular RivalryK. Tanaka, M. Tanaka, T. Kajiwara and H. O. Wang Read more »
  • Evolving Systems, Volume 9, Issue 2, June 2018, Special Section on Evolving Soft Sensors
    1. Evolving sensor systemsAuthor(s): Chrisina Jayne, Nirmalie WiratungaPages: 93-942. Predictive intelligence to the edge: impact on edge analyticsAuthor(s): Natascha Harth, Christos Anagnostopoulos, Dimitrios PezarosPages: 95-1183. Evolving ANN-based sensors for a context-aware cyber physical system of an offshore gas turbineAuthor(s): Farzan Majdani, Andrei Petrovski, Daniel DoolanPages: 119-1334. Multistatic radar classification of armed vs unarmed personnel using neural networksAuthor(s): Jarez S. Patel, Francesco Fioranelli, Matthew Ritchie, Hugh GriffithsPages: 135-1445. An evolving spatio-temporal approach for gender and age group classification with Spiking Neural NetworksAuthor(s): Fahad Bashir Alvi, Russel Pears, Nikola KasabovPages: 145-1566. Devolutionary genetic algorithms with application to the minimum labeling Steiner tree problemAuthor(s): Nassim DehouchePages: 157-1687. Modality of teaching learning based optimization algorithm to reduce the consistency ratio of the pair-wise comparison matrix in analytical hierarchy processingAuthor(s): Prashant Borkar, M. V. SarodePages: 169-180 Read more »
  • IEEE Transactions on Evolutionary Computation, Volume 22 Issue 3, June 2018
    1. Guest Editorial Special Issue on Search-Based Software EngineeringAuthor(s): Federica Sarro, Marouane Kessentini, Kalayanmoy DebPages: 3332. Constructing Cost-Aware Functional Test-Suites Using Nested Differential Evolution AlgorithmAuthor(s): Yuexing Wang, Min Zhou, Xiaoyu Song, Ming Gu, Jiaguang SunPages: 334 - 3463. Multiobjective Testing Resource Allocation Under UncertaintyAuthor(s): Roberto Pietrantuono, Pasqualina Potena, Antonio Pecchia, Daniel Rodriguez, Stefano Russo, Luis Fernández-SanzPages: 347 - 3624. Achieving Feature Location in Families of Models Through the Use of Search-Based Software EngineeringAuthor(s): Jaime Font, Lorena Arcega, Øystein Haugen, Carlos CetinaPages: 363 - 3775. Integrating Weight Assignment Strategies With NSGA-II for Supporting User Preference Multiobjective OptimizationAuthor(s): Shuai Wang, Shaukat Ali, Tao Yue, Marius LiaaenPages: 378 - 3936. An Empirical Study of Cohesion and Coupling: Balancing Optimization and DisruptionAuthor(s): Matheus Paixao, Mark Harman, Yuanyuan Zhang, Yijun YuPages: 394 - 4147. Genetic Improvement of Software: A Comprehensive SurveyAuthor(s): Justyna Petke, Saemundur O. Haraldsson, Mark Harman, William B. Langdon, David R. White, John R. WoodwardPages: 415 - 4328. Adaptively Allocating Search Effort in Challenging Many-Objective Optimization ProblemsAuthor(s): Hai-Lin Liu, Lei Chen, Qingfu Zhang, Kalyanmoy DebPages: 433 - 4489. Computing and Updating Hypervolume Contributions in Up to Four DimensionsAuthor(s): Andreia P. Guerreiro, Carlos M. FonsecaPages: 449 - 46310. Evolutionary Computation for Community Detection in Networks: A ReviewAuthor(s): Clara PizzutiPages: 464 - 48311. Escaping Local Optima Using Crossover With Emergent DiversityAuthor(s): Duc-Cuong Dang, Tobias Friedrich, Timo Kötzing, Martin S. Krejca, Per Kristian Lehre, Pietro S. Oliveto, Dirk Sudholt, Andrew M. SuttonPages: 484 - 497 Read more »
  • IEEE Transactions on Neural Networks and Learning Systems, Volume 29, Issue 6, June 2018
    1. Special Issue on Deep Reinforcement Learning and Adaptive Dynamic ProgrammingAuthor(s): Dongbin Zhao, Derong Liu, F. L. Lewis, Jose C. Principe, Stefano SquartiniPages: 2038 - 20412. Optimal and Autonomous Control Using Reinforcement Learning: A SurveyAuthor(s): Bahare Kiumarsi, Kyriakos G. Vamvoudakis, Hamidreza Modares, Frank L. LewisPages: 2042 - 20623. Applications of Deep Learning and Reinforcement Learning to Biological DataAuthor(s): Mufti Mahmud, Mohammed Shamim Kaiser, Amir Hussain, Stefano VassanelliPages: 2063 - 20794. Guided Policy Exploration for Markov Decision Processes Using an Uncertainty-Based Value-of-Information CriterionAuthor(s): Isaac J. Sledge, Matthew S. Emigh, José C. PríncipePages: 2080 - 20985. Adaptive Constrained Optimal Control Design for Data-Based Nonlinear Discrete-Time Systems With Critic-Only StructureAuthor(s): Biao Luo, Derong Liu, Huai-Ning WuPages: 2099 - 21116. Optimal Guaranteed Cost Sliding Mode Control for Constrained-Input Nonlinear Systems With Matched and Unmatched DisturbancesAuthor(s): Huaguang Zhang, Qiuxia Qu, Geyang Xiao, Yang CuiPages: 2112 - 21267. Robust ADP Design for Continuous-Time Nonlinear Systems With Output ConstraintsAuthor(s): Bo Fan, Qinmin Yang, Xiaoyu Tang, Youxian SunPages: 2127 - 21388. Leader–Follower Output Synchronization of Linear Heterogeneous Systems With Active Leader Using Reinforcement LearningAuthor(s): Yongliang Yang, Hamidreza Modares, Donald C. Wunsch, Yixin YinPages: 2139 - 21539. Approximate Dynamic Programming: Combining Regional and Local State Following ApproximationsAuthor(s): Patryk Deptula, Joel A. Rosenfeld, Rushikesh Kamalapurkar, Warren E. DixonPages: 2154 - 216610. Suboptimal Scheduling in Switched Systems With Continuous-Time Dynamics: A Least Squares ApproachAuthor(s): Tohid Sardarmehni, Ali HeydariPages: 2167 - 217811. Optimal Fault-Tolerant Control for Discrete-Time Nonlinear Strict-Feedback Systems Based on Adaptive Critic DesignAuthor(s): Zhanshan Wang, Lei Liu, Yanming Wu, Huaguang ZhangPages: 2179 - 219112. Distributed Economic Dispatch in Microgrids Based on Cooperative Reinforcement LearningAuthor(s): Weirong Liu, Peng Zhuang, Hao Liang, Jun Peng, Zhiwu HuangPages: 2192 - 220313. Reusable Reinforcement Learning via Shallow TrailsAuthor(s): Yang Yu, Shi-Yong Chen, Qing Da, Zhi-Hua ZhouPages: 2204 - 221514. Self-Paced Prioritized Curriculum Learning With Coverage Penalty in Deep Reinforcement LearningAuthor(s): Zhipeng Ren, Daoyi Dong, Huaxiong Li, Chunlin ChenPages: 2216 - 222615. Multisource Transfer Double DQN Based on Actor LearningAuthor(s): Jie Pan, Xuesong Wang, Yuhu Cheng, Qiang YuPages: 2227 - 223816. Action-Driven Visual Object Tracking With Deep Reinforcement LearningAuthor(s): Sangdoo Yun, Jongwon Choi, Youngjoon Yoo, Kimin Yun, Jin Young ChoiPages: 2239 - 225217. Extreme Trust Region Policy Optimization for Active Object RecognitionAuthor(s): Huaping Liu, Yupei Wu, Fuchun SunPages: 2253 - 225818. Learning to Predict Consequences as a Method of Knowledge Transfer in Reinforcement LearningAuthor(s): Eric Chalmers, Edgar Bermudez Contreras, Brandon Robertson, Artur Luczak, Aaron GruberPages: 2259 - 227019. A Discrete-Time Recurrent Neural Network for Solving Rank-Deficient Matrix Equations With an Application to Output Regulation of Linear SystemsAuthor(s): Tao Liu, Jie HuangPages: 2271 - 227720. Online Learning Algorithm Based on Adaptive Control TheoryAuthor(s): Jian-Wei Liu, Jia-Jia Zhou, Mohamed S. Kamel, Xiong-Lin LuoPages: 2278 - 229321. User Preference-Based Dual-Memory Neural Model With Memory Consolidation ApproachAuthor(s): Jauwairia Nasir, Yong-Ho Yoo, Deok-Hwa Kim, Jong-Hwan KimPages: 2294 - 230822. Online HashingAuthor(s): Long-Kai Huang, Qiang Yang, Wei-Shi ZhengPages: 2309 - 232223. GoDec+: Fast and Robust Low-Rank Matrix Decomposition Based on Maximum CorrentropyAuthor(s): Kailing Guo, Liu Liu, Xiangmin Xu, Dong Xu, Dacheng TaoPages: 2323 - 233624. A Parallel Multiclassification Algorithm for Big Data Using an Extreme Learning MachineAuthor(s): Mingxing Duan, Kenli Li, Xiangke Liao, Keqin LiPages: 2337 - 235125. Nonlinear Decoupling Control With ANFIS-Based Unmodeled Dynamics Compensation for a Class of Complex Industrial ProcessesAuthor(s): Yajun Zhang, Tianyou Chai, Hong Wang, Dianhui Wang, Xinkai ChenPages: 2352 - 236626. Online Learning Algorithms Can Converge Comparably Fast as Batch LearningAuthor(s): Junhong Lin, Ding-Xuan ZhouPages: 2367 - 237827. Spiking, Bursting, and Population Dynamics in a Network of Growth Transform NeuronsAuthor(s): Ahana Gangopadhyay, Shantanu ChakrabarttyPages: 2379 - 239128. Uncertain Data Clustering in Distributed Peer-to-Peer NetworksAuthor(s): Jin Zhou, Long Chen, C. L. Philip Chen, Yingxu Wang, Han-Xiong LiPages: 2392 - 240629. Distributed Optimal Consensus Over Resource Allocation Network and Its Application to Dynamical Economic DispatchAuthor(s): Chaojie Li, Xinghuo Yu, Tingwen Huang, Xing HePages: 2407 - 241830. Distributed Adaptive Containment Control for a Class of Nonlinear Multiagent Systems With Input QuantizationAuthor(s): Chenliang Wang, Changyun Wen, Qinglei Hu, Wei Wang, Xiuyu ZhangPages: 2419 - 242831. Data-Driven Learning Control for Stochastic Nonlinear Systems: Multiple Communication Constraints and Limited StorageAuthor(s): Dong ShenPages: 2429 - 244032. Reversed Spectral HashingAuthor(s): Qingshan Liu, Guangcan Liu, Lai Li, Xiao-Tong Yuan, Meng Wang, Wei LiuPages: 2441 - 244933. Structure Learning for Deep Neural Networks Based on Multiobjective OptimizationAuthor(s): Jia Liu, Maoguo Gong, Qiguang Miao, Xiaogang Wang, Hao LiPages: 2450 - 246334. On the Dynamics of Hopfield Neural Networks on Unit QuaternionsAuthor(s): Marcos Eduardo Valle, Fidelis Zanetti de CastroPages: 2464 - 247135. End-to-End Feature-Aware Label Space Encoding for Multilabel Classification With Many ClassesAuthor(s): Zijia Lin, Guiguang Ding, Jungong Han, Ling ShaoPages: 2472 - 248736. Improved Stability and Stabilization Results for Stochastic Synchronization of Continuous-Time Semi-Markovian Jump Neural Networks With Time-Varying DelayAuthor(s): Yanling Wei, Ju H. Park, Hamid Reza Karimi, Yu-Chu Tian, Hoyoul JungPages: 2488 - 250137. Robust Latent Subspace Learning for Image ClassificationAuthor(s): Xiaozhao Fang, Shaohua Teng, Zhihui Lai, Zhaoshui He, Shengli Xie, Wai Keung WongPages: 2502 - 251538. New Splitting Criteria for Decision Trees in Stationary Data StreamsAuthor(s): Maciej Jaworski, Piotr Duda, Leszek RutkowskiPages: 2516 - 252939. A Sequential Learning Approach for Scaling Up Filter-Based Feature Subset SelectionAuthor(s): Gregory Ditzler, Robi Polikar, Gail RosenPages: 2530 - 254440. Substructural Regularization With Data-Sensitive Granularity for Sequence Transfer LearningAuthor(s): Shichang Sun, Hongbo Liu, Jiana Meng, C. L. Philip Chen, Yu YangPages: 2545 - 255741. Exponential Synchronization of Networked Chaotic Delayed Neural Network by a Hybrid Event Trigger SchemeAuthor(s): Zhongyang Fei, Chaoxu Guan, Huijun GaoPages: 2558 - 256742. Multiclass Learning With Partially Corrupted LabelsAuthor(s): Ruxin Wang, Tongliang Liu, Dacheng TaoPages: 2568 - 258043. Boundary-Eliminated Pseudoinverse Linear Discriminant for Imbalanced ProblemsAuthor(s): Yujin Zhu, Zhe Wang, Hongyuan Zha, Daqi GaoPages: 2581 - 259444. An Information-Theoretic-Cluster Visualization for Self-Organizing MapsAuthor(s): Leonardo Enzo Brito da Silva, Donald C. WunschPages: 2595 - 261345. Learning-Based Adaptive Optimal Tracking Control of Strict-Feedback Nonlinear SystemsAuthor(s): Weinan Gao, Zhong-Ping JiangPages: 2614 - 262446. On the Impact of Regularization Variation on Localized Multiple Kernel LearningAuthor(s): Yina Han, Kunde Yang, Yixin Yang, Yuanliang MaPages: 2625 - 263047. Structured Learning of Tree Potentials in CRF for Image SegmentationAuthor(s): Fayao Liu, Guosheng Lin, Ruizhi Qiao, Chunhua ShenPages: 2631 - 263748. Adaptive Backstepping-Based Neural Tracking Control for MIMO Nonlinear Switched Systems Subject to Input DelaysAuthor(s): Ben Niu, Lu LiPages: 2638 - 264449. Memcomputing Numerical Inversion With Self-Organizing Logic GatesAuthor(s): Haik Manukian, Fabio L. Traversa, Massimiliano Di VentraPages: 2645 - 265050. Graph Regularized Restricted Boltzmann MachineAuthor(s): Dongdong Chen, Jiancheng Lv, Zhang YiPages: 2651 - 265951. A Self-Paced Regularization Framework for Multilabel LearningAuthor(s): Changsheng Li, Fan Wei, Junchi Yan, Xiaoyu Zhang, Qingshan Liu, Hongyuan ZhaPages: 2660 - 2666 Read more »
  • Neural Networks, Volume 104, Pages 1-124, August 2018
    1. Design of double fuzzy clustering-driven context neural networksAuthor(s): Eun-Hu Kim, Sung-Kwun Oh, Witold PedryczPages: 1-142. Bio-inspired spiking neural network for nonlinear systems controlAuthor(s): Javier Pérez, Juan A. Cabrera, Juan J. Castillo, Juan M. VelascoPages: 15-253. A frequency-domain approach to improve ANNs generalization quality via proper initializationAuthor(s): Majdi Chaari, Afef Fekih, Abdennour C. Seibi, Jalel Ben HmidaPages: 26-394. Using a model of human visual perception to improve deep learningAuthor(s): Michael Stettler, Gregory FrancisPages: 40-495. Effect of dilution in asymmetric recurrent neural networksAuthor(s): Viola Folli, Giorgio Gosti, Marco Leonetti, Giancarlo RuoccoPages: 50-59    6. Biased Dropout and Crossmap Dropout: Learning towards effective Dropout regularization in convolutional neural networkAuthor(s): Alvin Poernomo, Dae-Ki KangPages: 60-677. A deep belief network with PLSR for nonlinear system modelingAuthor(s): Junfei Qiao, Gongming Wang, Wenjing Li, Xiaoli LiPages: 68-798. Generalized pinning synchronization of delayed Cohen–Grossberg neural networks with discontinuous activationsAuthor(s): Dongshu Wang, Lihong Huang, Longkun Tang, Jinsen ZhuangPages: 80-929. Stochastic exponential synchronization of memristive neural networks with time-varying delays via quantized controlAuthor(s): Wanli Zhang, Shiju Yang, Chuandong Li, Wei Zhang, Xinsong YangPages: 93-10310. Quasi-projective synchronization of fractional-order complex-valued recurrent neural networksAuthor(s): Shuai Yang, Juan Yu, Cheng Hu, Haijun JiangPages: 104-11311. Electrical resistivity imaging inversion: An ISFLA trained kernel principal component wavelet neural network approachAuthor(s): Feibo Jiang, Li Dong, Qianwei DaiPages: 114-123 Read more »
  • Soft Computing, Volume 22, Issue 12, June 2018
    1. Solving a nonhomogeneous linear system of interval differential equationsAuthor(s): Nizami A. Gasilov, Şahin Emrah AmrahovPages: 3817-38282. N-soft sets and their decision making algorithmsAuthor(s): Fatia Fatimah, Dedi Rosadi, R. B. Fajriya Hakim, José Carlos R. AlcantudPages: 3829-38423. On the measure of M-rough approximation of L-fuzzy setsAuthor(s): Sang-Eon Han, Alexander ŠostakPages: 3843-38554. A new metaheuristic algorithm: car tracking optimization algorithmAuthor(s): Jian Chen, Hui Cai, Wei WangPages: 3857-38785. Ideals and congruences in quasi-pseudo-MV algebrasAuthor(s): Wenjuan Chen, Wieslaw A. DudekPages: 3879-38896. Solving maximal covering location problem using genetic algorithm with local refinementAuthor(s): Soumen Atta, Priya Ranjan Sinha Mahapatra, Anirban MukhopadhyayPages: 3891-39067. A novel fuzzy time series forecasting method based on the improved artificial fish swarm optimization algorithmAuthor(s): Sidong Xian, Jianfeng Zhang, Yue Xiao, Jia PangPages: 3907-39178. A novel constraint-handling technique based on dynamic weights for constrained optimization problemsAuthor(s): Chaoda Peng, Hai-Lin Liu, Fangqing GuPages: 3919-39359. Recognizing the human attention state using cardiac pulse from the noncontact and automatic-based measurementsAuthor(s): Dazhi Jiang, Bo Hu, Yifei Chen, Yu Xue, Wei Li, Zhengping LiangPages: 3937-394910. Tauberian theorems for weighted mean summability method of improper Riemann integrals of fuzzy-number-valued functionsAuthor(s): Cemal BelenPages: 3951-395711. A fuzzy decision support system for multifactor authenticationAuthor(s): Arunava Roy, Dipankar DasguptaPages: 3959-398112. A fast weak-supervised pulmonary nodule segmentation method based on modified self-adaptive FCM algorithmAuthor(s): Hui Liu, Fenghuan Geng, Qiang Guo, Caiqing Zhang, Caiming ZhangPages: 3983-399513. Adjust weight vectors in MOEA/D for bi-objective optimization problems with discontinuous Pareto frontsAuthor(s): Chunjiang Zhang, Kay Chen Tan, Loo Hay Lee, Liang GaoPages: 3997-401214. An improved method of automatic text summarization for web contents using lexical chain with semantic-related termsAuthor(s): Htet Myet Lynn, Chang Choi, Pankoo KimPages: 4013-402315. A composite particle swarm optimization approach for the composite SaaS placement in cloud environmentAuthor(s): Mohamed Amin Hajji, Haithem MezniPages: 4025-404516. Convergence analysis of standard particle swarm optimization algorithm and its improvementAuthor(s): Weiyi Qian, Ming LiPages: 4047-407017. Attribute-based fuzzy identity access control in multicloud computing environmentsAuthor(s): Wenmin Li, Qiaoyan Wen, Xuelei Li, Debiao HePages: 4071-408218. A predictive model-based image watermarking scheme using Regression Tree and Firefly algorithmAuthor(s): Behnam Kazemivash, Mohsen Ebrahimi MoghaddamPages: 4083-409819. A multiple time series-based recurrent neural network for short-term load forecastingAuthor(s): Bing Zhang, Jhen-Long Wu, Pei-Chann ChangPages: 4099-411220. Novel ranking method of interval numbers based on the Boolean matrixAuthor(s): Deqing Li, Wenyi Zeng, Qian YinPages: 4113-412221. The mean chance of ultimate ruin time in random fuzzy insurance risk modelAuthor(s): Sara Ghasemalipour, Behrouz Fathi-VajargahPages: 4123-413122. A self-adaptive and stagnation-aware breakout local search algorithm on the grid for the Steiner tree problem with revenue, budget and hop constraintsAuthor(s): Tansel Dokeroglu, Erhan MengusogluPages: 4133-415123. Valuation of European option under uncertain volatility modelAuthor(s): Sabahat Hassanzadeh, Farshid MehrdoustPages: 4153-4163 Read more »
  • Complex & Intelligent Systems All Volumes & Issues Volume 4, Issue 2, June 2018
    1. Hybrid fuzzy-based sliding-mode control approach, optimized by genetic algorithm for quadrotor unmanned aerial vehiclesAuthor(s): M. Pazooki, A. H. MazinanPages: 79-932. Forecasting of financial data: a novel fuzzy logic neural network based on error-correction concept and statisticsAuthor(s): Dusan MarcekPages: 95-1043. EFS-MI: an ensemble feature selection method for classificationAuthor(s): Nazrul Hoque, Mihir Singh, Dhruba K. BhattacharyyaPages: 105-1184. Deep neural architectures for prediction in healthcareAuthor(s): Dimitrios Kollias, Athanasios Tagaris…Pages: 119-1315. A hybrid decision support model using axiomatic fuzzy set theory in AHP and TOPSIS for multicriteria route selectionAuthor(s): Sunil Pratap Singh, Preetvanti SinghPages: 133-1436. Risk prediction in life insurance industry using supervised learning algorithmsAuthor(s): Noorhannah Boodhun, Manoj JayabalanPages: 145-154 Read more »
  • Neural Networks, Volume 103, Pages 1-150, July 2018
    1. Beyond Low-Rank Representations: Orthogonal clustering basis reconstruction with optimized graph structure for multi-view spectral clusteringAuthor(s): Yang Wang, Lin WuPages: 1-82. Learning from label proportions on high-dimensional dataAuthor(s): Yong Shi, Jiabin Liu, Zhiquan Qi, Bo WangPages: 9-183. The convergence analysis of SpikeProp algorithm with smoothing regularizationAuthor(s): Junhong Zhao, Jacek M. Zurada, Jie Yang, Wei WuPages: 19-284. Multilayer bootstrap networksAuthor(s): Xiao-Lei ZhangPages: 29-435. A multivariate additive noise model for complete causal discoveryAuthor(s): Pramod Kumar Parida, Tshilidzi Marwala, Snehashish ChakravertyPages: 44-54    6. Boundedness and global robust stability analysis of delayed complex-valued neural networks with interval parameter uncertaintiesAuthor(s): Qiankun Song, Qinqin Yu, Zhenjiang Zhao, Yurong Liu, Fuad E. AlsaadiPages: 55-627. A nonnegative matrix factorization algorithm based on a discrete-time projection neural networkAuthor(s): Hangjun Che, Jun WangPages: 63-718. Personalized response generation by Dual-learning based domain adaptationAuthor(s): Min Yang, Wenting Tu, Qiang Qu, Zhou Zhao, Jia ZhuPages: 72-829. Impulsive synchronization of stochastic reaction–diffusion neural networks with mixed time delaysAuthor(s): Yin Sheng, Zhigang ZengPages: 83-9310. Information-theoretic decomposition of embodied and situated systemsAuthor(s): Federico Da RoldPages: 94-10711. The Growing Curvilinear Component Analysis (GCCA) neural networkAuthor(s): Giansalvo Cirrincione, Vincenzo Randazzo, Eros PaseroPages: 108-11712. Spiking neural networks for handwritten digit recognition—Supervised learning and network optimizationAuthor(s): Shruti R. Kulkarni, Bipin RajendranPages: 118-12713. Robust generalized Mittag-Leffler synchronization of fractional order neural networks with discontinuous activation and impulsesAuthor(s): A. Pratap, R. Raja, C. Sowmiya, O. Bagdasar, ... G. RajchakitPages: 128-14114. General memristor with applications in multilayer neural networksAuthor(s): Shiping Wen, Xudong Xie, Zheng Yan, Tingwen Huang, Zhigang ZengPages: 142-149 Read more »
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