Wednesday, January 3, 2018

IEEE Transactions on Evolutionary Computation, Volume 21, Number 6, December 2017

1. Keypoints Detection and Feature Extraction: A Dynamic Genetic Programming Approach for Evolving Rotation-Invariant Texture Image Descriptors
Author(s): Harith Al-Sahaf; Mengjie Zhang; Ausama Al-Sahaf; Mark Johnston
Pages: 825-844

2. On Partitioning Multivariate Self-Affine Time Series
Author(s): Christopher Michael Taylor; Abdellah Salhi
Pages: 845-862

3. An Evolutionary Multiobjective Model and Instance Selection for Support Vector Machines With Pareto-Based Ensembles
Author(s): Alejandro Rosales-Pérez; Salvador García; Jesus A. Gonzalez; Carlos A. Coello Coello; Francisco Herrera
Pages: 863-877

4. A Similarity-Based Multiobjective Evolutionary Algorithm for Deployment Optimization of Near Space Communication System
Author(s): Maoguo Gong; Zhao Wang; Zexuan Zhu; Licheng Jiao
Pages: 878-897

5. Expected Improvement of Penalty-Based Boundary Intersection for Expensive Multiobjective Optimization
Author(s): Nobuo Namura; Koji Shimoyama; Shigeru Obayashi
Pages: 898-913

6. Combination of Video Change Detection Algorithms by Genetic Programming
Author(s): Simone Bianco; Gianluigi Ciocca; Raimondo Schettini
Pages: 914-928

7. DG2:  A Faster and More Accurate Differential Grouping for Large-Scale Black-Box Optimization
Author(s): Mohammad Nabi Omidvar; Ming Yang; Yi Mei; Xiaodong Li; Xin Yao
Pages: 929-942

8. A Platform That Directly Evolves Multirotor Controllers
Author(s): David Howard
Pages: 943-955

9. Expected Improvement Matrix-Based Infill Criteria for Expensive Multiobjective Optimization
Author(s): Dawei Zhan; Yuansheng Cheng; Jun Liu
Pages: 956-975

IEEE Transactions on Neural Networks and Learning Systems, Volume 29, Issue 1, January 2018

1. Editorial: Growth and Success - Looking Forward to 2018 and Beyond
Author(s): Haibo He
Pages: 2 - 9

2. Broad Learning System: An Effective and Efficient Incremental Learning System Without the Need for Deep Architecture
Author(s): C. L. Philip Chen; Zhulin Liu
Pages: 10 - 24

3. Hair Segmentation Using Heuristically-Trained Neural Networks
Author(s): Wenzhangzhi Guo; Parham Aarabi
Pages: 25 - 36

4. Event-Based Robust Control for Uncertain Nonlinear Systems Using Adaptive Dynamic Programming
Author(s): Qichao Zhang; Dongbin Zhao; Ding Wang
Pages: 37 - 50

5. An Efficient Representation-Based Method for Boundary Point and Outlier Detection
Author(s): Xiaojie Li; Jiancheng Lv; Zhang Yi
Pages: 51 - 62

6. Development of Quantum Local Potential Function Networks Based on Quantum Assimilation and Subspace Division
Author(s): Yiqian Cui; Junyou Shi; Zili Wang
Pages: 63 - 73

7. A Bi-Criteria Active Learning Algorithm for Dynamic Data Streams
Author(s): Saad Mohamad; Abdelhamid Bouchachia; Moamar Sayed-Mouchaweh
Pages: 74 - 86

8. In Defense of Locality-Sensitive Hashing
Author(s): Kun Ding; Chunlei Huo; Bin Fan; Shiming Xiang; Chunhong Pan
Pages: 87 - 103

9. An Adaptive-PSO-Based Self-Organizing RBF Neural Network
Author(s): Hong-Gui Han; Wei Lu; Ying Hou; Jun-Fei Qiao
Pages: 104 - 117

10. Nonfragile Exponential Synchronization of Delayed Complex Dynamical Networks With Memory Sampled-Data Control
Author(s): Yajuan Liu; Bao-Zhu Guo; Ju H. Park; Sang-Moon Lee
Pages: 118 - 128

11. Decorrelation of Neutral Vector Variables: Theory and Applications
Author(s): Zhanyu Ma; Jing-Hao Xue; Arne Leijon; Zheng-Hua Tan; Zhen Yang; Jun Guo
Pages: 129 - 143

12. Neural-Network-Based Adaptive Decentralized Fault-Tolerant Control for a Class of Interconnected Nonlinear Systems
Author(s): Xiao-Jian Li; Guang-Hong Yang
Pages: 144 - 155

13. Distinct Variation Pattern Discovery Using Alternating Nonlinear Principal Component Analysis
Author(s): Phillip Howard; Daniel W. Apley; George Runger
Pages: 156 - 166

14. Online Optimization With Costly and Noisy Measurements Using Random Fourier Expansions
Author(s): Laurens Bliek; Hans R. G. W. Verstraete; Michel Verhaegen; Sander Wahls
Pages: 167 - 182

15. Face Alignment With Deep Regression
Author(s): Baoguang Shi; Xiang Bai; Wenyu Liu; Jingdong Wang
Pages: 183 - 194

16. Synchronization of an Inertial Neural Network With Time-Varying Delays and Its Application to Secure Communication
Author(s): Shanmugam Lakshmanan; Mani Prakash; Chee Peng Lim; Rajan Rakkiyappan; Pagavathigounder Balasubramaniam; Saeid Nahavandi
Pages: 195 - 207

17. Robust Neuro-Optimal Control of Underactuated Snake Robots With Experience Replay
Author(s): Zhengcai Cao; Qing Xiao; Ran Huang; Mengchu Zhou
Pages: 208 - 217

18. Connections Between Nuclear-Norm and Frobenius-Norm-Based Representations
Author(s): Xi Peng; Canyi Lu; Zhang Yi; Huajin Tang
Pages: 218 - 224

19. On Global Dissipativity of Nonautonomous Neural Networks With Multiple Proportional Delays
Author(s): Le Van Hien; Doan Thai Son; Hieu Trinh
Pages: 225 - 231

20. Adaptive Iterative Learning Control for Linear Systems With Binary-Valued Observations
Author(s): Xuhui Bu; Zhongsheng Hou
Pages: 232 - 237

21. Laplacian Echo State Network for Multivariate Time Series Prediction
Author(s): Min Han; Meiling Xu
Pages: 238 - 244

Wednesday, December 20, 2017

IEEE Transactions on Fuzzy Systems, Volume 25, Issue 6, December 2017

1. Guest Editorial Special Section on Fuzzy Systems in Data Science
Author(s): Jie Lu; Francisco Herrera; Guangquan Zhang
Pages: 1373-1375

2.  Evolutionary Fuzzy Rule-Based Methods for Monotonic Classification
Author(s): Jesús Alcalá-Fdez; Rafael Alcalá; Sergio González;  Yusuke Nojima; Salvador García
Pages: 1376-1390

3.  Probabilistic Fuzzy Classification for Stochastic Data
Author(s): Han-Xiong Li; Yan Wang;  Geng Zhang
Pages: 1391-1402

4.  Efficient Multiple Kernel Classification Using Feature and Decision Level Fusion
Author(s): Anthony J. Pinar; Joseph Rice; Lequn Hu; Derek T. Anderson; Timothy C. Havens
Pages: 1403-1416

5.  Takagi–Sugeno Fuzzy Modeling Using Mixed Fuzzy Clustering
Author(s): Cátia M. Salgado; Joaquim L. Viegas;  Carlos S. Azevedo; Marta C. Ferreira; Susana M. Vieira; João M. C. Sousa
Pages: 1417-1429

6.  Fuzzy Consensus Clustering With Applications on Big Data
Author(s): Junjie Wu; Zhiang Wu; Jie Cao; Hongfu Liu;   Guoqing Chen; Yanchun Zhang
Pages: 1430-1445

7.  Compounding General Purpose Membership Functions for Fuzzy Support Vector Machine Under Noisy Environment
Author(s): Rahul Kumar Sevakula; Nishchal Kumar Verma
Pages: 1446-1459

8.  Incorporating Diversity and Informativeness in Multiple-Instance Active Learning
Author(s): Ran Wang; Xi-Zhao Wang; Sam Kwong; Chen Xu
Pages: 1460-1475

9.  Fuzzy-Based Information Decomposition for Incomplete and Imbalanced Data Learning
Author(s): Shigang Liu; Jun Zhang; Yang Xiang; Wanlei Zhou
Pages: 1476-1490

10.  Streaming Feature Selection for Multilabel Learning Based on Fuzzy Mutual Information
Author(s): Yaojin Lin; Qinghua Hu; Jinghua Liu; Jinjin Li;  Xindong Wu
Pages: 1491-1507

11.  Dynamic Rough-Fuzzy Support Vector Clustering
Author(s): Ramiro Saltos; Richard Weber; Sebastián Maldonado
Pages: 1508-1521

12.  Driver Drowsiness Estimation From EEG Signals Using Online Weighted Adaptation Regularization for Regression (OwARR)
Author(s): Dongrui Wu; Vernon J. Lawhern; Stephen Gordon; Brent J. Lance; Chin-Teng Lin
Pages: 1522-1535

13.  A New Fuzzy Set and Nonkernel SVM Approach for Mislabeled Binary Classification With Applications
Author(s): Ye Tian; Miao Sun; Zhibin Deng; Jian Luo;   Yueqing Li
Pages: 1536-1545

14.  Learning Large-Scale Fuzzy Cognitive Maps Based on Compressed Sensing and Application in Reconstructing Gene Regulatory Networks
Author(s): Kai Wu; Jing Liu
Pages: 1546-1560

15.  A Pythagorean-Type Fuzzy Deep Denoising Autoencoder for Industrial Accident Early Warning
Author(s): Yu-Jun Zheng; Sheng-Yong Chen; Yu Xue; Jin-Yun Xue
Pages: 1561-1575

16.  Fuzzy Resilient Energy-to-Peak Filtering for Continuous-Time Nonlinear Systems
Author(s): Xiao-Heng Chang; Ju H. Park; Peng Shi
Pages: 1576-1588

17.  Approximate Reasoning on a Basis of Z-Number-Valued If–Then Rules
Author(s): Rafik A. Aliev; Witold Pedrycz; Oleg H. Huseynov; Serife Zihni Eyupoglu
Pages: 1589-1600

18.  Takagi–Sugeno Dynamic Neuro-Fuzzy Controller of Uncertain Nonlinear Systems
Author(s): Jorge Cervantes; Wen Yu; Sergio Salazar; Isaac Chairez
Pages: 1601-1615

19.  Filtering for Discrete-Time Switched Fuzzy Systems With Quantization
Author(s): Shanling Dong; Hongye Su; Peng Shi; Renquan Lu; Zheng-Guang Wu
Pages: 1616-1628

20.  Reachable Set Estimation and Decentralized Controller Design for Large-Scale Nonlinear Systems With Time-Varying Delay and Input Constraint
Author(s): Zhixiong Zhong; Rong-Jong Wai; Zhenhua Shao; Min Xu
Pages: 1629-1643

21.  Vector t-Norms With Applications
Author(s): LeSheng Jin
Pages: 1644-1654

22.  Bayesian Takagi–Sugeno–Kang Fuzzy Classifier
Author(s): Xiaoqing Gu; Fu-Lai Chung; Shitong Wang
Pages: 1655-1671

23.  Fuzzy-Model-Based Sampled-Data Control of Chaotic Systems: A Fuzzy Time-Dependent Lyapunov–Krasovskii Functional Approach
Author(s): Yueying Wang; Yuanqing Xia; Pingfang Zhou
Pages: 1672-1684

24.  A New Aggregation Method-Based Error Analysis for Decision-Theoretic Rough Sets and Its Application in Hesitant Fuzzy Information Systems
Author(s): Decui Liang; Zeshui Xu; Dun Liu
Pages: 1685-1697

25.  Visualizing and Reasoning With Imperfect Time Intervals in 2-D
Author(s): Christophe Billiet; Nico Van de Weghe; Jeroen Deploige; Guy De Tré
Pages: 1698-1713

26. Computing Interval Weights for Incomplete Pairwise-Comparison Matrices of Large Dimension—A Weak-Consistency-Based Approach
Author(s): Věra Jandová; Jana Krejčí; Jan Stoklasa;   Michele Fedrizzi
Pages: 1714-1728

27.  Regulating Constraint Obedience for Fuzzy Mechanical Systems Based on β -Measure and a General Lyapunov Function
Author(s): Xiuye Wang; Han Zhao; Qinqin Sun; Ye-Hwa Chen
Pages: 1729-1740

28.  Fundamental Properties With Respect to the Completeness of Intuitionistic Fuzzy Partially Ordered Set
Author(s): Zhenghai Ai; Zeshui Xu; Qian Lei
Pages: 1741-1751

29.  VD-IT2, Virtual Disk Cloning on Disk Arrays Using a Type-2 Fuzzy Controller
Author(s): Guillermo Navarro; David K. Umberger; Milos Manic
Pages: 1752-1764

30.  Admissibilization of Singular Interval-Valued Fuzzy Systems
Author(s): Zhiguang Feng; Peng Shi
Pages: 1765-1776

31. Mixed Fuzzy Clustering for Misaligned Time Series
Author(s): Cátia M. Salgado; Marta C. Ferreira; Susana M. Vieira
Pages: 1777-1794

32.  Fuzzy Regression Transfer Learning in Takagi–Sugeno Fuzzy Models
Author(s): Hua Zuo; Guangquan Zhan; Witold Pedryc ;   Vahid Behbood; Jie Lu
Pages: 1795-1807

33. A Novel Approach to Reliable Output Feedback Control of Fuzzy-Affine Systems With Time Delays and Sensor Faults
Author(s): Yanling Wei; Jianbin Qiu; Hak-Keung Lam
Pages: 1808-1823

34.  Finite-Time Stabilization of a Class of T–S Fuzzy Systems
Author(s): Yue Li; Lu Liu; Gang Feng
Pages: 1824-1829

35.  A Belief-Evolution-Based Approach for Online Control of Fuzzy Discrete-Event Systems Under Partial ObservationA Belief-Evolution-Based Approach for Online Control of Fuzzy Discrete-Event Systems Under Partial Observation
Author(s): Xiang Yin
Pages: 1830-1836

Saturday, December 2, 2017

IEEE Transactions on Neural Networks and Learning Systems; Volume 28, Issue 12, December 2017

1. One-Class Classifiers Based on Entropic Spanning Graphs
Author(s): Lorenzo Livi; Cesare Alippi
Pages: 2846 - 2858

2. Riemannian Dictionary Learning and Sparse Coding for Positive Definite Matrices
Author(s): Anoop Cherian; Suvrit Sra
Pages: 2859 - 2871

3. Comparative Performance of Complex-Valued B-Spline and Polynomial Models Applied to Iterative Frequency-Domain Decision Feedback Equalization of Hammerstein Channels
Author(s): Sheng Chen; Xia Hong; Emad F. Khalaf; Fuad E. Alsaadi; Chris J. Harris
Pages: 2872 - 2884

4. Adaptive Exponential Synchronization of Multislave Time-Delayed Recurrent Neural Networks With Lévy Noise and Regime Switching
Author(s): Liuwei Zhou; Quanyan Zhu; Zhijie Wang; Wuneng Zhou; Hongye Su
Pages: 2885 - 2898

5. Binary Set Embedding for Cross-Modal Retrieval
Author(s): Mengyang Yu; Li Liu; Ling Shao
Pages: 2899 - 2910

6. Airline Passenger Profiling Based on Fuzzy Deep Machine Learning
Author(s): Yu-Jun Zheng; Wei-Guo Sheng; Xing-Ming Sun; Sheng-Yong Chen
Pages: 2911 - 2923

7. Finite-Time Stability Analysis for Markovian Jump Memristive Neural Networks With Partly Unknown Transition Probabilities
Author(s): Ruoxia Li; Jinde Cao
Pages: 2924 - 2935

8. Cluster Validation Method for Determining the Number of Clusters in Categorical Sequences
Author(s): Gongde Guo; Lifei Chen; Yanfang Ye; Qingshan Jiang
Pages: 2936 - 2948

9. Joint Sparse Representation and Embedding Propagation Learning: A Framework for Graph-Based Semisupervised Learning
Author(s): Xiaobing Pei; Chuanbo Chen; Yue Guan
Pages: 2949 - 2960

10. The Twist Tensor Nuclear Norm for Video Completion
Author(s): Wenrui Hu; Dacheng Tao; Wensheng Zhang; Yuan Xie; Yehui Yang
Pages: 2961 - 2973

11. Delay-Dependent Global Exponential Stability for Delayed Recurrent Neural Networks
Author(s): Yin Sheng; Yi Shen; Mingfu Zhu
Pages: 2974 - 2984

12. Assessing Generalization Ability of Majority Vote Point Classifiers
Author(s): Rahul Kumar Sevakula; Nishchal Kumar Verma
Pages: 2985 - 2997

13. Distributed Finite-Time Cooperative Control of Multiple High-Order Nonholonomic Mobile Robots
Author(s): Haibo Du; Guanghui Wen; Yingying Cheng; Yigang He; Ruting Jia
Pages: 2998 - 3006

14. Method for Determining the Optimal Number of Clusters Based on Agglomerative Hierarchical Clustering
Author(s): Shibing Zhou; Zhenyuan Xu; Fei Liu
Pages: 3007 - 3017

15. An Improved Result on Dissipativity and Passivity Analysis of Markovian Jump Stochastic Neural Networks With Two Delay Components
Author(s): Gnaneswaran Nagamani; Thirunavukkarasu Radhika; Quanxin Zhu
Pages: 3018 - 3031

16. A Novel Unified and Self-Stabilizing Algorithm for Generalized Eigenpairs Extraction
Author(s): Xiaowei Feng; Xiangyu Kong; Hongguang Ma; Xiaosheng Si
Pages: 3032 - 3044

17. Evolutionary Cost-Sensitive Extreme Learning Machine
Author(s): Lei Zhang; David Zhang
Pages: 3045 - 3060

18. Novel Formulation of Adaptive MPC as EKF Using ANN Model: Multiproduct Semibatch Polymerization Reactor Case Study
Author(s): Reddi Kamesh; Kalipatnapu Yamuna Rani
Pages: 3061 - 3073

19. A New Neural Dynamic Classification Algorithm
Author(s): Mohammad Hossein Rafiei; Hojjat Adeli
Pages: 3074 - 3083

20. Integration of Semantic and Episodic Memories
Author(s): Adrian Horzyk; Janusz A. Starzyk; James Graham
Pages: 3084 - 3095

21. A New Result on H∞ State Estimation of Delayed Static Neural Networks
Author(s): Yueying Wang; Yuanqing Xia; Pingfang Zhou; Dengping Duan
Pages: 3096 - 3101

22. Underdetermined Blind Source Separation Using Sparse Coding
Author(s): Liangli Zhen; Dezhong Peng; Zhang Yi; Yong Xiang; Peng Chen
Pages: 3102 - 3108

Tuesday, November 14, 2017

Soft Computing, Volume 21, Issue 24, December 2017

1. Duality evolution: an efficient approach to constraint handling in multi-objective particle swarm optimization
Author(s): Amin Ebrahim Sorkhabi, Mehran Deljavan Amiri, Ali Reza Khanteymoori
Pages: 7251-7267

2. Fuzzy objects in spaces with fuzzy partitions
Author(s): Jiří Močkoř, Michal Holčapek
Pages: 7269-7284

3. A secure key authentication scheme for cryptosystems based on GDLP and IFP
Author(s): Chandrashekhar Meshram, Cheng-Chi Lee, Chun-Ta Li, Chin-Ling Chen
Pages: 7285-7291

4. Representing attribute reduction and concepts in concept lattice using graphs
Author(s): Hua Mao
Pages: 7293-7311

5. Novel PEECR-based clustering routing approach
Author(s): De-gan Zhang, Hong-li Niu, Si Liu
Pages: 7313-7323

6. Verifiable outsourced ciphertext-policy attribute-based encryption in cloud computing
Author(s): Hao Wang, Debiao He, Jian Shen, Zhihua Zheng, Chuan Zhao, Minghao Zhao
Pages: 7325-7335

7. Gaussian global-best harmony search algorithm for optimization problems
Author(s): Behrooz Keshtegar, Mahmoud Oukati Sadeq
Pages: 7337-7349

8. FL-MTSP: a fuzzy logic approach to solve the multi-objective multiple traveling salesman problem for multi-robot systems
Author(s): Sahar Trigui, Omar Cheikhrouhou, Anis Koubaa, Uthman Baroudi
Pages: 7351-7362

9. Evolutionary induction of a decision tree for large-scale data: a GPU-based approach
Author(s): Krzysztof Jurczuk, Marcin Czajkowski, Marek Kretowski
Pages: 7363-7379

10. An efficient algorithm for large-scale causal discovery
Author(s): Yinghan Hong, Zhusong Liu, Guizhen Mai
Pages: 7381-7391

11. Enhancing social emotional optimization algorithm using local search
Author(s): Zhaolu Guo, Xuezhi Yue, Huogen Yang, Kun Liu, Xiaosheng Liu
Pages: 7393-7404

12. MOCDroid: multi-objective evolutionary classifier for Android malware detection
Author(s): Alejandro Martín, Héctor D. Menéndez, David Camacho
Pages: 7405-7415

13. An empirical study of some software fault prediction techniques for the number of faults prediction
Author(s): Santosh S. Rathore, Sandeep Kumar
Pages: 7417-7434

14. Many-objective optimization with dynamic constraint handling for constrained optimization problems
Author(s): Xi Li, Sanyou Zeng, Changhe Li, Jiantao Ma
Pages: 7435-7445

15. Cautious classification with nested dichotomies and imprecise probabilities
Author(s): Gen Yang, Sébastien Destercke, Marie-Hélène Masson
Pages: 7447-7462

16. Algebraic solution of fuzzy linear system as: A˜X˜+B˜X˜=Y˜
Author(s): T. Allahviranloo, F. Babakordi
Pages: 7463-7472

17. Statistical learning based fully homomorphic encryption on encrypted data
Author(s): Linzhi Jiang, Chunxiang Xu, Xiaofang Wang, Chao Lin
Pages: 7473-7483

18. Root system growth biomimicry for global optimization models and emergent behaviors
Author(s): Lianbo Ma, Hanning Chen, Xu Li, Xiaoxian He, Xiaodan Liang
Pages: 7485-7502

19. A study in facial features saliency in face recognition: an analytic hierarchy process approach
Author(s): Paweł Karczmarek, Witold Pedrycz, Adam Kiersztyn, Przemysław Rutka
Pages: 7503-7517

20. Biogeography-based learning particle swarm optimization
Author(s): Xu Chen, Huaglory Tianfield, Congli Mei, Wenli Du, Guohai Liu
Pages: 7519-7541

21. Attribute reduction on real-valued data in rough set theory using hybrid artificial bee colony: extended FTSBPSD algorithm
Author(s): Srilatha Chebrolu, Sriram G. Sanjeevi
Pages: 7543-7569

22. A netting method for clustering-simplified neutrosophic information
Author(s): Jun Ye
Pages: 7571-7577

23. Hybrid case-based reasoning system by cost-sensitive neural network for classification
Author(s): Saroj Kr. Biswas, Manomita Chakraborty, Heisnam Rohen Singh
Pages: 7579-7596

Friday, November 3, 2017

Soft Computing, Volume 21, Issue 23, December 2017

1. Neighborhood rough set reduction with fish swarm algorithm
Author(s): Yumin Chen, Zhiqiang Zeng, Junwen Lu
Pages: 6907-6918

2. Comparing dependent combination rules under the belief classifier fusion framework
Author(s): Asma Trabelsi, Zied Elouedi, Eric Lefevre
Pages: 6919-6932

3. Spider monkey optimization algorithm for constrained optimization problems
Author(s): Kavita Gupta, Kusum Deep, Jagdish Chand Bansal
Pages: 6933-6962

4. On derived algebras and subvarieties of implication zroupoids
Author(s): Juan M. Cornejo, Hanamantagouda P. Sankappanavar
Pages: 6963-6982

5. Hierarchical multi-swarm cooperative teaching–learning-based optimization for global optimization
Author(s): Feng Zou, Debao Chen, Renquan Lu, Peng Wang
Pages: 6983-7004

6. Procedural generation of non-player characters in massively multiplayer online strategy games
Author(s): André Siqueira Ruela, Frederico Gadelha Guimarães
Pages: 7005-7020

7. An evolutionary approach for dynamic single-runway arrival sequencing and scheduling problem
Author(s): Xiao-Peng Ji, Xian-Bin Cao, Wen-Bo Du, Ke Tang
Pages: 7021-7037

8. Temporal sampling forest ( TS-FTS-F): an ensemble temporal learner
Author(s): Shih Yin Ooi, Shing Chiang Tan, Wooi Ping Cheah
Pages: 7039-7052

9. SVM or deep learning? A comparative study on remote sensing image classification
Author(s): Peng Liu, Kim-Kwang Raymond Choo, Lizhe Wang, Fang Huang
Pages: 7053-7065

10. Fitted Q-iteration and functional networks for ubiquitous recommender systems
Author(s): Matteo Gaeta, Francesco Orciuoli, Luigi Rarità, Stefania Tomasiello
Pages: 7067-7075

11. An intuitionistic fuzzy multi-criteria decision-making method based on non-hesitance score for interval-valued intuitionistic fuzzy sets
Author(s): V. Lakshmana Gomathi Nayagam, S. Jeevaraj, P. Dhanasekaran
Pages: 7077-7082

12. Optimization of friction stir welding process parameters using soft computing techniques
Author(s): Nizar Faisal Alkayem, Biswajit Parida, Sukhomay Pal
Pages: 7083-7098

13. Comparison of neural network topologies for the classification of frogs by their songs
Author(s): Sergio Flórez Percy, Andrea Mesa Piedrahita, Roberto Ferro Escobar
Pages: 7099-7106

14. Improving differential evolution by differential vector archive and hybrid repair method for global optimization
Author(s): Xin Zhang, Xiu Zhang
Pages: 7107-7116

15. A note on "A new method for solving an arbitrary fully fuzzy linear system"
Author(s): Diptiranjan Behera, S. Chakraverty
Pages: 7117-7118

16. A topological duality for monadic MV-algebras
Author(s): Aldo Figallo-Orellano
Pages: 7119-7123

17. Ranking of incomplete trapezoidal information
Author(s): V. Lakshmana Gomathi Nayagam, S. Jeevaraj, Geetha Sivaraman
Pages: 7125-7140

18. A new multi-colony fairness algorithm for feature selection
Author(s): Xiang Feng, Tan Yang, Huiqun Yu
Pages: 7141-7157

19. Ant colony optimization for triple product property triples to fast matrix multiplication
Author(s): Xinsheng Lai, Yuren Zhou, Yi Xiang
Pages: 7159-7171

20. A PSO algorithm for multi-objective cost-sensitive attribute reduction on numeric data with error ranges
Author(s): Yu Fang, Zhong-Hui Liu, Fan Min
Pages: 7173-7189

21. Application of reproducing kernel algorithm for solving second-order, two-point fuzzy boundary value problems
Author(s): Omar Abu Arqub, Mohammed Al-Smadi, Shaher Momani, Tasawar Hayat
Pages: 7191-7206

22. A method with neural networks for the classification of fruits and vegetables
Author(s): José de Jesús Rubio
Pages: 7207-7220

23. Evaluating the efficiency of cloud services using modified data envelopment analysis and modified super-efficiency data envelopment analysis
Author(s): Chandrashekar Jatoth, G. R. Gangadharan, Ugo Fiore
Pages: 7221-7234

24. An improved gradient-based NSGA-II algorithm by a new chaotic map model
Author(s): Tan Liu, Xianwen Gao, Qingyun Yuan
Pages: 7235-7249

IEEE Transactions on Neural Networks and Learning Systems, Volume 28, Issue 11, November 2017

1. Randomized Prediction Games for Adversarial Machine Learning
Author(s): Samuel Rota Bulò; Battista Biggio; Ignazio Pillai; Marcello Pelillo; Fabio Roli
Pages: 2466 - 2478

2. A New Local Bipolar Autoassociative Memory Based on External Inputs of Discrete Recurrent Neural Networks With Time Delay
Author(s): Caigen Zhou; Xiaoqin Zeng; Chaomin Luo; Huaguang Zhang
Pages: 2479 - 2489

3. Discrete-Time Local Value Iteration Adaptive Dynamic Programming: Admissibility and Termination Analysis
Author(s): Qinglai Wei; Derong Liu; Qiao Lin
Pages: 2490 - 2502

4. Pair-v-SVR: A Novel and Efficient Pairing nu-Support Vector Regression Algorithm
Author(s): Pei-Yi Hao
Pages: 2503 - 2515

5. Sampled-Data Consensus of Linear Multi-agent Systems With Packet Losses
Author(s): Wenbing Zhang; Yang Tang; Tingwen Huang; Jürgen Kurths
Pages: 2516 - 2527

6. Needs, Pains, and Motivations in Autonomous Agents
Author(s): Janusz A. Starzyk; James Graham; Leszek Puzio
Pages: 2528 - 2540

7. Adaptive Neural Networks Decentralized FTC Design for Nonstrict-Feedback Nonlinear Interconnected Large-Scale Systems Against Actuator Faults
Author(s): Yongming Li; Shaocheng Tong
Pages: 2541 - 2554

8. Lower Bounds on the Proportion of Leaders Needed for Expected Consensus of 3-D Flocks
Author(s): Xuejing Li; Lin Wang; Zhixin Liu; Daoyi Dong
Pages: 2555 - 2565

9. Efficient Exact Inference With Loss Augmented Objective in Structured Learning
Author(s): Alexander Bauer; Shinichi Nakajima; Klaus-Robert Müller
Pages: 2566 - 2579

10. A Neurodynamic Optimization Approach to Bilevel Quadratic Programming
Author(s): Sitian Qin; Xinyi Le; Jun Wang
Pages: 2580 - 2591

11. Global Sensitivity Estimates for Neural Network Classifiers
Author(s): Francisco Fernández-Navarro; Mariano Carbonero-Ruz; David Becerra Alonso; Mercedes Torres-Jiménez
Pages: 2592 - 2604

12. Backstepping Design of Adaptive Neural Fault-Tolerant Control for MIMO Nonlinear Systems
Author(s): Hui Gao; Yongduan Song; Changyun Wen
Pages: 2605 - 2613

13. Dealing With the Issues Crucially Related to the Functionality and Reliability of NN-Associated Control for Nonlinear Uncertain Systems
Author(s): Yong-Duan Song; Xiucai Huang; Zi-Jun Jia
Pages: 2614 - 2625

14. Sampled-Data Synchronization of Markovian Coupled Neural Networks With Mode Delays Based on Mode-Dependent LKF
Author(s): Junyi Wang; Huaguang Zhang; Zhanshan Wang; Zhenwei Liu
Pages: 2626 - 2637

15. Quantized Synchronization of Chaotic Neural Networks With Scheduled Output Feedback Control
Author(s): Ying Wan; Jinde Cao; Guanghui Wen
Pages: 2638 - 2647

16. Finite-Time Stabilization and Adaptive Control of Memristor-Based Delayed Neural Networks
Author(s): Leimin Wang; Yi Shen; Guodong Zhang
Pages: 2648 - 2659

17. Evaluating the Visualization of What a Deep Neural Network Has Learned
Author(s): Wojciech Samek; Alexander Binder; Grégoire Montavon; Sebastian Lapuschkin; Klaus-Robert Müller
Pages: 2660 - 2673

18. A New Discrete-Time Multi-Constrained K-Winner-Take-All Recurrent Network and Its Application to Prioritized Scheduling
Author(s): Po-Lung Tien
Pages: 2674 - 2685

19. Online Training of an Opto-Electronic Reservoir Computer Applied to Real-Time Channel Equalization
Author(s): Piotr Antonik; François Duport; Michiel Hermans; Anteo Smerieri; Marc Haelterman; Serge Massar
Pages: 2686 - 2698

20. Fully Decentralized Semi-supervised Learning via Privacy-preserving Matrix Completion
Author(s): Roberto Fierimonte; Simone Scardapane; Aurelio Uncini; Massimo Panella
Pages: 2699 - 2711

21. Consensus of Multiagent Systems With Distance-Dependent Communication Networks
Author(s): Gangshan Jing; Yuanshi Zheng; Long Wang
Pages: 2712 - 2726

22. A Unified Fisher’s Ratio Learning Method for Spatial Filter Optimization
Author(s): Xinyang Li; Cuntai Guan; Haihong Zhang; Kai Keng Ang
Pages: 2727 - 2737

23. Regularized Class-Specific Subspace Classifier
Author(s): Rui Zhang; Feiping Nie; Xuelong Li
Pages: 2738 - 2747

24. Model-Driven Analysis of Eyeblink Classical Conditioning Reveals the Underlying Structure of Cerebellar Plasticity and Neuronal Activity
Author(s): Alberto Antonietti; Claudia Casellato; Egidio D’Angelo; Alessandra Pedrocchi
Pages: 2748 - 2762

25. Person Re-identification by Multi-hypergraph Fusion
Author(s): Le An; Xiaojing Chen; Songfan Yang; Xuelong Li
Pages: 2763 - 2774

26. Markov Blanket Feature Selection Using Representative Sets
Author(s): Kui Yu; Xindong Wu; Wei Ding; Yang Mu; Hao Wang
Pages: 2775 - 2788

27. Greedy Methods, Randomization Approaches, and Multiarm Bandit Algorithms for Efficient Sparsity-Constrained Optimization
Author(s): Alain Rakotomamonjy; Sokol Koço; Liva Ralaivola
Pages: 2789 - 2802

28. A Rotational Motion Perception Neural Network Based on Asymmetric Spatiotemporal Visual Information Processing
Author(s): Bin Hu; Shigang Yue; Zhuhong Zhang
Pages: 2803 - 2821

29. A Squeezed Artificial Neural Network for the Symbolic Network Reliability Functions of Binary-State Networks
Author(s): Wei-Chang Yeh
Pages: 2822 - 2825

30. Discontinuous Observers Design for Finite-Time Consensus of Multiagent Systems With External Disturbances
Author(s): Xiaoyang Liu; Daniel W. C. Ho; Jinde Cao; Wenying Xu
Pages: 2826 - 2830

31. A Fast and Efficient Method for Training Categorical Radial Basis Function Networks
Author(s): Alex Alexandridis; Eva Chondrodima; Nikolaos Giannopoulos; Haralambos Sarimveis
Pages: 2831 - 2836

32. Synchronization of Hierarchical Time-Varying Neural Networks Based on Asynchronous and Intermittent Sampled-Data Control
Author(s): Wenjun Xiong; Ragini Patel; Jinde Cao; Wei Xing Zheng
Pages: 2837 - 2843

Monday, October 23, 2017

Neural Networks, Volume 96, Pages 1-150, December 2017

1. ASD+M: Automatic parameter tuning in stochastic optimization and on-line learning
Author(s): Paweł Wawrzyński
Pages: 1-10

2. User emotion for modeling retweeting behaviors
Author(s): Jinpeng Chen, Yu Liu, Ming Zou
Pages: 11-21

3. Mittag-Leffler synchronization of fractional neural networks with time-varying delays and reaction–diffusion terms using impulsive and linear controllers
Author(s): Ivanka Stamova, Gani Stamov
Pages: 22-32

4. Robust spike-train learning in spike-event based weight update
Author(s): Sumit Bam Shrestha, Qing Song
Pages: 33-46

5. Fixed-time synchronization of memristor-based BAM neural networks with time-varying discrete delay
Author(s): Chuan Chen, Lixiang Li, Haipeng Peng, Yixian Yang
Pages: 47-54

6. Robust Alternating Low-Rank Representation by joint image- and image-norm minimization
Author(s): Zhao Zhang, Mingbo Zhao, Fanzhang Li, Li Zhang, Shuicheng Yan
Pages: 55-70

7. Global exponential stability of nonautonomous neural network models with unbounded delays
Author(s): José J. Oliveira
Pages: 71-79

8. Robust artificial neural network for reliability and sensitivity analyses of complex non-linear systems
Author(s): Uchenna Oparaji, Rong-Jiun Sheu, Mark Bankhead, Jonathan Austin, Edoardo Patelli
Pages: 80-90

9. Some new results on stability and synchronization for delayed inertial neural networks based on non-reduced order method
Author(s): Xuanying Li, Xiaotong Li, Cheng Hu
Pages: 91-100

10. Post-boosting of classification boundary for imbalanced data using geometric mean
Author(s): Jie Du, Chi-Man Vong, Chi-Man Pun, Pak-Kin Wong, Weng-Fai Ip
Pages: 101-114

11. Synchronization stability of memristor-based complex-valued neural networks with time delays
Author(s): Dan Liu, Song Zhu, Er Ye
Pages: 115-127

12. A new approach to optimal control of conductance-based spiking neurons
Author(s): Xuyang Lou, M.N.S. Swamy
Pages: 128-136

13. Lifelong learning of human actions with deep neural network self-organization
Author(s): German I. Parisi, Jun Tani, Cornelius Weber, Stefan Wermter
Pages: 137-149

Saturday, October 21, 2017

Soft Computing, Volume 21, Issue 22, November 2017

1. A novel mutation operator based on the union of fitness and design spaces information for Differential Evolution
Author(s): Hossein Sharifi-Noghabi, Habib Rajabi Mashhadi, Kambiz Shojaee
Pages: 6555-6562

2. CnMVm-algebras
Author(s): Ramaz Liparteliani
Pages: 6563-6569

3. Pseudo-centroid clustering
Author(s): Fred Glover
Pages: 6571-6592

4. Cooperative particle swarm optimization using MapReduce
Author(s): Yang Wang, Yangyang Li, Zhenghan Chen, Yu Xue
Pages: 6593-6603

5. Novel migration operators of biogeography-based optimization and Markov analysis
Author(s): Weian Guo, Lei Wang, Chenyong Si, Yongwei Zhang, Hongjun Tian, Junjie Hu
Pages: 6605-6632

6. Segmentation and enhancement of brain MR images using fuzzy clustering based on information theory
Author(s): Mohamad Amin Bakhshali
Pages: 6633-6640

7. A multiobjective discrete cuckoo search algorithm for community detection in dynamic networks
Author(s): Xu Zhou, Yanheng Liu, Bin Li, Han Li
Pages: 6641-6652

8. A strength-biased prediction model for forecasting exchange rates using support vector machines and genetic algorithms
Author(s): Mustafa Onur Özorhan, İsmail Hakkı Toroslu, Onur Tolga Şehitoğlu
Pages: 6653-6671

9. Bearing fault identification of three-phase induction motors bases on two current sensor strategy
Author(s): Tiago Drummond Lopes, Alessandro Goedtel, Rodrigo Henrique Cunha Palácios
Pages: 6673-6685

10. Different distance measures for fuzzy linear regression with Monte Carlo methods
Author(s): Duygu İçen, Marco E. G. V. Cattaneo
Pages: 6687-6697

11. Artificial bee colony metaheuristic for energy-efficient clustering and routing in wireless sensor networks
Author(s): Palvinder Singh Mann, Satvir Singh
Pages: 6699-6712

12. A comparative study on swarm intelligence for structure learning of Bayesian networks
Author(s): Junzhong Ji, Cuicui Yang, Jiming Liu, Jinduo Liu, Baocai Yin
Pages: 6713-6738

13. An uncertain currency model with floating interest rates
Author(s): Xiao Wang, Yufu Ning
Pages: 6739-6754

14. An adaptive guided variable neighborhood search based on honey-bee mating optimization algorithm for the course timetabling problem
Author(s): Rafidah Abdul Aziz, Masri Ayob, Zalinda Othman, Zulkifli Ahmad
Pages: 6755-6765

15. A novel table look-up scheme based on GFScom and its application
Author(s): Shengli Zhang, Yongming Li
Pages: 6767-6781

16. Fuzzy adaptive control of two totally different chaotic systems with complicated structures by novel pragmatically adaptive control strategy
Author(s): Chin-Sheng Chen, Shun-Hung Tsai, Lap-Mou Tam, Shih-Yu Li
Pages: 6783-6800

17. Efficient certificateless anonymous multi-receiver encryption scheme for mobile devices
Author(s): Debiao He, Huaqun Wang, Lina Wang, Jian Shen, Xianzhao Yang
Pages: 6801-6810

18. Bidirectional reservoir networks trained using SVM +privileged information for manufacturing process modeling
Author(s): Ali Rodan, Alaa F. Sheta, Hossam Faris
Pages: 6811-6824

19. PSO-based approach for energy-efficient and energy-balanced routing and clustering in wireless sensor networks
Author(s): Md Azharuddin, Prasanta K. Jana
Pages: 6825-6839

20. Prior knowledge guided differential evolution
Author(s): Qinqin Fan, Xuefeng Yan, Yu Xue
Pages: 6841-6858

21. A zSlices-based general type-2 fuzzy logic system for users-centric adaptive learning in large-scale e-learning platforms
Author(s): Khalid Almohammadi, Hani Hagras, Daniyal Alghazzawi, Ghadah Aldabbagh
Pages: 6859-6880

22. A modified ant colony optimization algorithm for multi-objective assembly line balancing
Author(s): Yu-guang Zhong, Bo Ai
Pages: 6881-6894

23. Multistage feature selection approach for high-dimensional cancer data
Author(s): Alhasan Alkuhlani, Mohammad Nassef, Ibrahim Farag
Pages: 6895-6906