Friday, February 16, 2018

Neural Networks, Volume 98, 1-336, February 2018

1. Active learning for classifying data streams with unknown number of classes   
Author(s): Saad Mohamad, Moamar Sayed-Mouchaweh, Abdelhamid Bouchachia
Pages: 1-15

2. Adaptive neuro-heuristic hybrid model for fruit peel defects detection   
Author(s): Marcin Woźniak, Dawid Połap
Pages: 16-33

3. Matrix completion by deep matrix factorization   
Author(s): Jicong Fan, Jieyu Cheng
Pages: 34-41

4. Intrinsic sodium currents and excitatory synaptic transmission influence spontaneous firing in up and down activities   
Author(s): Yihong Wang, Xuying Xu, Rubin Wang
Pages: 42-50

5. Region stability analysis and tracking control of memristive recurrent neural network   
Author(s): Gang Bao, Zhigang Zeng, Yanjun Shen
Pages: 51-58

6. Reduced-order state estimation of delayed recurrent neural networks  
Author(s): He Huang, Tingwen Huang, Xiaoping Chen
Pages: 59-64

7. Global Uniform Asymptotic Fixed Deviation Stability and Stability for Delayed Fractional-order Memristive Neural Networks with Generic Memductance   
Author(s): Jiejie Chen, Boshan Chen, Zhigang Zeng
Pages: 65-75

8. Kernel Bayesian ART and ARTMAP   
Author(s): Naoki Masuyama, Chu Kiong Loo, Farhan Dawood
Pages: 76-86

9. Support vector machine with Dirichlet feature mapping   
Author(s): Ali Nedaie, Amir Abbas Najafi
Pages: 87-101

10. Nonlinear recurrent neural networks for finite-time solution of general time-varying linear matrix equations   
Author(s): Lin Xiao, Bolin Liao, Shuai Li, Ke Chen
Pages: 102-113

11. A regularization path algorithm for support vector ordinal regression   
Author(s): Bin Gu
Pages: 114-121

12. Global exponential stability and lag synchronization for delayed memristive fuzzy Cohen–Grossberg BAM neural networks with impulses   
Author(s): Wengui Yang, Wenwu Yu, Jinde Cao, Fuad E. Alsaadi, Tasawar Hayat
Pages: 122-153

13. Towards understanding sparse filtering: A theoretical perspective   
Author(s): Fabio Massimo Zennaro, Ke Chen
Pages: 154-177

14. A new randomized Kaczmarz based kernel canonical correlation analysis algorithm with applications to information retrieval   
Author(s): Jia Cai, Yi Tang
Pages: 178-191

15. pth moment exponential stability of stochastic memristor-based bidirectional associative memory (BAM) neural networks with time delays   
Author(s): Fen Wang, Yuanlong Chen, Meichun Liu
Pages: 192-202

16. Fixed-time stabilization of impulsive Cohen–Grossberg BAM neural networks   
Author(s): Hongfei Li, Chuandong Li, Tingwen Huang, Wanli Zhang
Pages: 203-211

17. Manifold optimization-based analysis dictionary learning with an image-norm regularizer   
Author(s): Zhenni Li, Shuxue Ding, Yujie Li, Zuyuan Yang, Shengli Xie, Wuhui Chen
Pages: 212-222

18. Impact of leakage delay on bifurcation in high-order fractional BAM neural networks   
Author(s): Chengdai Huang, Jinde Cao
Pages: 223-235

19. OnARTMAP: A Fuzzy ARTMAP-based Architecture   
Author(s): Alan L.S. Matias, Ajalmar R. Rocha Neto
Pages: 236-250

20. Standard representation and unified stability analysis for dynamic artificial neural network models   
Author(s): Kwang-Ki K. Kim, Ernesto Ríos Patrón, Richard D. Braatz
Pages: 251-262

21. Necessary and sufficient conditions of proper estimators based on self density ratio for unnormalized statistical models   
Author(s): Kazuyuki Hiraoka, Toshihiko Hamada, Gen Hori
Pages: 263-270

22. Modeling spike-wave discharges by a complex network of neuronal oscillators   
Author(s): Tatiana M. Medvedeva, Marina V. Sysoeva, Gilles van Luijtelaar, Ilya V. Sysoev
Pages: 271-282

23. Nonlinear predictive control for adaptive adjustments of deep brain stimulation parameters in basal ganglia–thalamic network   
Author(s): Fei Su, Jiang Wang, Shuangxia Niu, Huiyan Li, Bin Deng, Chen Liu, Xile Wei
Pages: 283-295

24. On the approximation by single hidden layer feedforward neural networks with fixed weights   
Author(s): Namig J. Guliyev, Vugar E. Ismailov
Pages: 296-304

25. A deep learning framework for causal shape transformation   
Author(s): Kin Gwn Lore, Daniel Stoecklein, Michael Davies, Baskar Ganapathysubramanian, Soumik Sarkar
Pages: 305-317

26. A loop-based neural architecture for structured behavior encoding and decoding   
Author(s): Thomas Gisiger, Mounir Boukadoum
Pages: 318-336

Evolving Systems, Volume 9, Issue 1, March 2018

1. Discussion and review on evolving data streams and concept drift adapting
Author(s): Imen Khamassi, Moamar Sayed-Mouchaweh, Moez Hammami & Khaled Ghédira
Pages: 1-23

2. An artificial immune system for offline isolated handwritten arabic character recognition
Author(s): Chaouki Boufenar, Mohamed Batouche & Marc Schoenauer
Pages: 25-411

3. A fuzzy approach towards inductive transfer and human–machine interface control design
Author(s): Rui Azevedo Antunes, Luís Brito Palma, Fernando Vieira Coito & Hermínio Duarteramos
Pages: 43-56

4. A dedicated state space for power system modeling and frequency and unbalance estimation
Author(s): Anh Tuan Phan, Patrice Wira & Gilles Hermann
Pages: 57-69

5. Feature point matching based on ABC-NCC algorithm
Author(s): Anan Banharnsakun
Pages: 71-80

6. Screening of the alterations in qualitative characteristics of grape under the impacts of storage and harvest times using artificial neural network
Author(s):Vahid Farzaneh, Alireza Ghodsvali, Hamid Bakhshabadi, Zahra Dolatabadi, Farahnaz Farzaneh, Isabel S. Carvalho & Khashayar Sarabandi
Pages: 81-89

7. Correction to: Predictive intelligence to the edge: impact on edge analytics
Author(s): Natascha Harth, Christos Anagnostopoulos & Dimitrios Pezaros
Pages: 91

IEEE Transactions on Fuzzy Systems, Volume 26, Issue 1, February 2018

Editorial Celebrating 25 Years of the IEEE Transactions on Fuzzy Systems
Author(s): J Bezdek, J Keller, N Pal, CT Lin, J Garibaldi
Pages: 1-5

1. An Asynchronous Operation Approach to Event-Triggered Control for Fuzzy Markovian Jump Systems with General Switching Policies
Author(s): Jun Cheng, Ju H Park, Lixian Zhang, Yanzheng Zhu
Pages: 6-18

2. Ruin Time of Uncertain Insurance Risk Process
Author(s): Kai Yao, Jian Zhou
Pages: 19-28

3. Decentralized Event-Triggered Control for Large-Scale Networked Fuzzy Systems
Author(s): Zhixiong Zhong, Chih-Min Lin, Zhenhua Shao, Min Xu
Pages: 29-45

4. Adaptive Fuzzy Control of Nonlinear Systems With Unknown Dead Zones Based on Command Filtering
Author(s): Jinpeng Yu, Peng Shi, Wenjie Dong, Chong Lin
Pages: 46-55

5. Analysis and Design of Functionally Weighted Single-Input-Rule-Modules Connected Fuzzy Inference Systems
Author(s): Chengdong Li, Junlong Gao, Jianqiang Yi, Guiqing Zhang
Pages: 56-71

6. A Two-Phase Fuzzy Clustering Algorithm Based on Neurodynamic Optimization With Its Application for PolSAR Image Segmentation
Author(s): Jianchao Fan, Jun Wang
Pages: 72-83

7. Technical Foundations of a DPLL-Based SAT Solver for Propositional Gödel Logic
Author(s): Dusan Guller
Pages: 84-100

8. A Self-Adaptive Online Brain–Machine Interface of a Humanoid Robot Through a General Type-2 Fuzzy Inference System
Author(s): Javier Andreu-Perez, Fan Cao, Hani Hagras, Guang-Zhong Yang
Pages: 101-116

9. A Fuzzy Restricted Boltzmann Machine: Novel Learning Algorithms Based on the Crisp Possibilistic Mean Value of Fuzzy Numbers
Author(s): Shuang Feng, C L Philip Chen
Pages: 117-130

10. Fault Detection Filtering for Nonhomogeneous Markovian Jump Systems via a Fuzzy Approach
Author(s): Fanbiao Li, Peng Shi, Cheng-Chew Lim, Ligang Wu
Pages: 131-141

11. A Gain-Scheduling Approach to Nonfragile H∞ Fuzzy Control Subject to Fading Channels
Author(s): Sunjie Zhang, Zidong Wang, Derui Ding, Guoliang Wei, Fuad E Alsaadi, Tasawar Hayat
Pages: 142-154

12. Exponential Pointwise Stabilization of Semilinear Parabolic Distributed Parameter Systems via the Takagi–Sugeno Fuzzy PDE Model
Author(s): Jun-Wei Wang, Huai-Ning Wu
Pages: 155-173

13. On Distributed Fuzzy Decision Trees for Big Data
Author(s): Armando Segatori, Francesco Marcelloni, Witold Pedrycz
Pages: 174-192

14. Isomorphic Multiplicative Transitivity for Intuitionistic and Interval-Valued Fuzzy Preference Relations and Its Application in Deriving Their Priority Vectors
Author(s): Jian Wu, Francisco Chiclana, Huchang Liao
Pages: 193-202

15. Interval Type-2 Mutual Subsethood Fuzzy Neural Inference System (IT2MSFuNIS)
Author(s): Vuppuluri Sumati, C Patvardhan
Pages: 203-215

16. Avoiding Matrix Inversion in Takagi–Sugeno-Based Advanced Controllers and Observers
Author(s): Thomas Laurain, Jimmy Lauber, Reinaldo Martinez Palhares
Pages: 216-225

17. Large-Scale Multimodality Attribute Reduction With Multi-Kernel Fuzzy Rough Sets
Author(s): Qinghua Hu, Lingjun Zhang, Yucan Zhou, Witold Pedrycz
Pages: 226-238

18. Some Results of the Fuzzy Relation Inequalities With Addition–Min Composition
Author(s): Shao-Jun Yang
Pages: 239-245

19. Optimal Guaranteed Cost Sliding-Mode Control of Interval Type-2 Fuzzy Time-Delay Systems
Author(s): Hongyi Li, Jiahui Wang, Ligang Wu, Hak-Keung Lam, Yabin Gao
Pages: 246-257

20. Hierarchical System Modeling
Author(s): Rami Al-Hmouz, Witold Pedrycz, Abdullah Saeed Balamash, Ali Morfeq
Pages: 258-269

21. Ambika Methods for Solving Matrix Games with Atanassov's Intuitionistic Fuzzy Payoffs
Author(s): Tina Verma, Amit Kumar
Pages: 270-283

22. Aggregation of OWA Operators
Author(s): Radko Mesiar, Ladislav Sipeky, Pankaj Gupta, Jin LeSheng

23. Online Active Learning in Data Stream Regression Using Uncertainty Sampling Based on Evolving Generalized Fuzzy Models
Author(s): Edwin Lughofer, Mahardhika Pratama
Pages: 292-309

24. Granular Differentiability of Fuzzy-Number-Valued Functions
Author(s): Mehran Mazandarani, Naser Pariz, Ali Vahidian Kamyad
Pages: 310-323

25. On the Convergence of the Sparse Possibilistic C-Means Algorithm
Author(s): Konstantinos D Koutroumbas, Spyridoula D Xenaki, Athanasios A Rontogiannis
Pages: 324-337

26. Weighted Fuzzy Dempster–Shafer Framework for Multimodal Information Integration
Author(s): Yu-Ting Liu, Nikhil R Pal, Amar R Marathe, Chin-Teng Lin
Pages: 338-352

27. A Euclidean Approach for Ranking Intuitionistic Fuzzy Values
Author(s): Zhaojun Xing, Wei Xiong, Hailin Liu
Pages: 353-365

28. A Fuzzy Lyapunov–Krasovskii Functional Approach to Sampled-Data Output-Feedback Stabilization of Polynomial Fuzzy Systems
Author(s): Han Sol Kim, Jin Bae Park, Young Hoon Joo
Pages: 366-373

29. On the Discrete Bisymmetry
Author(s): Yong Su, Hua-Wen Liu, Witold Pedrycz
Pages: 374-378

30. Local Stabilization for Continuous-time Takagi–Sugeno Fuzzy Systems With Time Delay
Author(s): Likui Wang, Hak-Keung Lam
Pages: 379-385

31. Reducing Conservatism in an H∞ Robust State-Feedback Control Design of T–S Fuzzy Systems: A Nonmonotonic Approach
Author(s): Alireza Nasiri, Sing Kiong Nguang, Akshya Swain, Dhafer J Almakhles
Pages: 386-390

32. Corrections to “TOPSIS-Based Nonlinear-Programming Methodology for Multi-attribute Decision Making With Interval-Valued Intuitionistic Fuzzy Sets”
Author(s): Jia-Cai Liu; Deng-Feng Li
Pages: 391-391

Sunday, February 4, 2018

Soft Computing, Volume 22, Issue 3, February 2018

1. A quantum-inspired version of the nearest mean classifier
Author(s): Giuseppe Sergioli, Enrica Santucci, Luca Didaci, Jarosław A. Miszczak
Pages: 691-705

2. Fuzzy encryption in cloud computation: efficient verifiable outsourced attribute-based encryption
Author(s): Jing Li, Xiong Li, Licheng Wang, Debiao He, Haseeb Ahmad, Xinxin Niu
Pages: 707-714

3. Human Strategy (HS) Optimization Algorithm
Author(s): M. A. Soltani-Sarvestani, Zohreh Azimifar, Ali Hamzeh
Pages: 715-735

4. Off-policy temporal difference learning with distribution adaptation in fast mixing chains
Author(s): Arash Givchi, Maziar Palhang
Pages: 737-750

5. Deontic STIT logic, from logical paradox to security policy
Author(s): Lirong Qiu, Xin Sun
Pages: 751-757

6. Optimizing force closure grasps on 3D objects using a modified genetic algorithm
Author(s): V. Rakesh, Utkarsh Sharma, S. Murugan, S. Venugopal, T. Asokan
Pages: 759-772

7. Numerical investigation for handling fractional-order Rabinovich–Fabrikant model using the multistep approach
Author(s): Khaled Moaddy, Asad Freihat, Mohammed Al-Smadi, Eman Abuteen
Pages: 773-782

8. CS-PSO: chaotic particle swarm optimization algorithm for solving combinatorial optimization problems
Author(s): Xiaolong Xu, Hanzhong Rong, Marcello Trovati, Mark Liptrott, Nik Bessis
Pages: 783-795

9. Multiple attribute decision-making method based on 2-dimension uncertain linguistic density generalized hybrid weighted averaging operator
Author(s): Peide Liu, Fei Teng
Pages: 797-810

10. Feature selection for high-dimensional classification using a competitive swarm optimizer
Author(s): Shenkai Gu, Ran Cheng, Yaochu Jin
Pages: 811-822

11. Combining a continuous location model and Heuristic techniques to determine oilfield warehouse locations under future oil well location uncertainty
Author(s): Haixiang Guo, Wenwen Pan, Xiao Liu, Yijing Li, Bo Zeng
Pages: 823-837

12. Kripke semantics for fuzzy logics
Author(s): Parvin Safari, Saeed Salehi
Pages: 839-844

13. Heuristic routing algorithm toward scalable distributed generalized assignment problem
Author(s): Yang Xu, Xiaofeng Wang, Tingting Sun
Pages: 845-859

14. Self-adaptive kernel K-means algorithm based on the shuffled frog leaping algorithm
Author(s): Shuyan Fan, Shifei Ding, Yu Xue
Pages: 861-872

15. A neural network-based approach for steady-state modelling and simulation of continuous balling process
Author(s): Mohammad Nadeem, Haider Banka, R. Venugopal
Pages: 873-887

16. Edge-enhanced bi-dimensional empirical mode decomposition-based emotion recognition using fusion of feature set
Author(s): Arghya Bhattacharya, Dwaipayan Choudhury, Debangshu Dey
Pages: 889-903

17. A new portfolio selection model with interval-typed random variables and the empirical analysis
Author(s): Chunquan Li, Jianhua Jin
Pages: 905-920

18. Continuous fitness landscape analysis using a chaos-based random walk algorithm
Author(s): Nanda Dulal Jana, Jaya Sil, Swagatam Das
Pages: 921-948

19. A new approach to optimize a hub covering location problem with a queue estimation component using genetic programming
Author(s): Hamid Hasanzadeh, Mahdi Bashiri, Amirhossein Amiri
Pages: 949-961

20. A model for providing emotion awareness and feedback using fuzzy logic in online learning
Author(s): Marta Arguedas, Fatos Xhafa, Luis Casillas, Thanasis Daradoumis
Pages: 963-977

21. Adaptive neural model optimized by modified differential evolution for identifying 5-DOF robot manipulator dynamic system
Author(s): Nguyen Ngoc Son, Ho Pham Huy Anh, Truong Dinh Chau
Pages: 979-988

22. Picture 2-tuple linguistic aggregation operators in multiple attribute decision making
Author(s): Guiwu Wei, Fuad E. Alsaadi, Tasawar Hayat, Ahmed Alsaedi
Pages: 989-1002

23. Uncertain weighted dominating set: a prototype application on natural disaster relief management
Author(s): Mehdi Djahangiri, Alireza Ghaffari-Hadigheh
Pages: 1003-1012

24. A secure transaction of cloud data using conditional source trust attributes encryption mechanism
Author(s): Thomas Brindha, Ramaswamy Swarnammal Shaji
Pages: 1013-1022

25. Session-aware music recommendation via a generative model approach
Author(s): Zhao-quan Cai, Hui Hu
Pages: 1023-1031

Saturday, February 3, 2018

IEEE Transactions on Neural Networks and Learning Systems; Volume 29, Issue 2, February 2018.

1. Deep Logic Networks: Inserting and Extracting Knowledge From Deep Belief Networks
Author(s): Son N. Tran; Artur S. d’Avila Garcez
Pages: 246 - 258

2. An Exemplar-Based Multi-View Domain Generalization Framework for Visual Recognition
Author(s): Li Niu; Wen Li; Dong Xu; Jianfei Cai
Pages: 259 - 272

3. Hysteretic Noisy Chaotic Neural Networks for Resource Allocation in OFDMA System
Author(s): Ming Sun; Kwang Y. Lee; Yaoqun Xu; Wenlei Bai
Pages: 273 - 285

4. Neuroadaptive Fault-Tolerant Control of Nonlinear Systems Under Output Constraints and Actuation Faults
Author(s): Kai Zhao; Yongduan Song; Zhixi Shen
Pages: 286 - 298

5. State Estimation for Delayed Genetic Regulatory Networks With Reaction–Diffusion Terms
Author(s): Xian Zhang; Yuanyuan Han; Ligang Wu; Yantao Wang
Pages: 299 - 309

6. Incomplete Multisource Transfer Learning
Author(s): Zhengming Ding; Ming Shao; Yun Fu
Pages: 310 - 323

7. A pdf-Free Change Detection Test Based on Density Difference Estimation
Author(s): Li Bu; Cesare Alippi; Dongbin Zhao
Pages: 324 - 334

8. Multisynchronization of Coupled Heterogeneous Genetic Oscillator Networks via Partial Impulsive Control
Author(s): Ding-Xin He; Guang Ling; Zhi-Hong Guan; Bin Hu; Rui-Quan Liao
Pages: 335 - 342

9. Concept Factorization With Adaptive Neighbors for Document Clustering
Author(s): Xiaobing Pei; Chuanbo Chen; Weihua Gong
Pages: 343 - 352

10. Multivariate Cryptography Based on Clipped Hopfield Neural Network
Author(s): Jia Wang; Lee-Ming Cheng; Tong Su
Pages: 353 - 363

11. Passivity and Output Synchronization of Complex Dynamical Networks With Fixed and Adaptive Coupling Strength
Author(s): Jin-Liang Wang; Huai-Ning Wu; Tingwen Huang; Shun-Yan Ren; Jigang Wu
Pages: 364 - 376

12. Constrained Null Space Component Analysis for Semiblind Source Separation Problem
Author(s): Wen-Liang Hwang; Keng-Shih Lu; Jinn Ho
Pages: 377 - 391

13. Learning to Predict Eye Fixations via Multiresolution Convolutional Neural Networks
Author(s): Nian Liu; Junwei Han; Tianming Liu; Xuelong Li
Pages: 392 - 404

14. Network Unfolding Map by Vertex-Edge Dynamics Modeling
Author(s): Filipe Alves Neto Verri; Paulo Roberto Urio; Liang Zhao
Pages: 405 - 418

15. Real-Time Decentralized Neural Control via Backstepping for a Robotic Arm Powered by Industrial Servomotors
Author(s): Luis A. Vázquez; Francisco Jurado; Carlos E. Castaneda; Victor Santibánez
Pages: 419 - 426

16. Investigating Echo-State Networks Dynamics by Means of Recurrence Analysis
Author(s): Filippo Maria Bianchi; Lorenzo Livi; Cesare Alippi
Pages: 427 - 439

17. CLAss-Specific Subspace Kernel Representations and Adaptive Margin Slack Minimization for Large Scale Classification
Author(s): Yinan Yu; Konstantinos I. Diamantaras; Tomas McKelvey; Sun-Yuan Kung
Pages: 440 - 456

18. Decoupled ARX and RBF Neural Network Modeling Using PCA and GA Optimization for Nonlinear Distributed Parameter Systems
Author(s): Ridong Zhang; Jili Tao; Renquan Lu; Qibing Jin
Pages: 457 - 469

19. Forward Stagewise Additive Model for Collaborative Multiview Boosting
Author(s): Avisek Lahiri; Biswajit Paria; Prabir Kumar Biswas
Pages: 470 - 485

20. Localized Multiple Kernel Learning With Dynamical Clustering and Matrix Regularization
Author(s): Yina Han; Kunde Yang; Yixin Yang; Yuanliang Ma
Pages: 486 - 499

21. High-Dimensional Function Approximation With Neural Networks for Large Volumes of Data
Author(s): Peter Andras
Pages: 500 - 508

Wednesday, January 31, 2018

IEEE Transactions on Evolutionary Computation, Volume 22 Issue 1, February 2018

1. Guest Editorial Evolutionary Many-Objective Optimization
Author(s): Y. Jin, K. Miettinen and H. Ishibuchi
Pages: 1-2

2. Localized Weighted Sum Method for Many-Objective Optimization
Author(s): R. Wang, Z. Zhou, H. Ishibuchi, T. Liao and T. Zhang
Pages: 3-18

3. On the Performance Degradation of Dominance-Based Evolutionary Algorithms in Many-Objective Optimization
Author(s): T. Santos and R. H. C. Takahashi
Pages: 19-31

4. Particle Swarm Optimization With a Balanceable Fitness Estimation for Many-Objective Optimization Problems
Author(s): Q. Lin, S. Liu, Q. Zhu, C. Tang, R. Song, J. Chen, C. A. C. Coello, K. Wong and J. Zhang
Pages: 32-46

5. A Set-Based Genetic Algorithm for Interval Many-Objective Optimization Problems
Author(s): D. Gong, J. Sun and Z. Miao
Pages: 47-60

6. Multiline Distance Minimization: A Visualized Many-Objective Test Problem Suite
Author(s): M. Li, C. Grosan, S. Yang, X. Liu and X. Yao
Pages: 61-78

7. A Scalability Study of Many-Objective Optimization Algorithms
Author(s): J. Maltese, B. M. Ombuki-Berman and A. P. Engelbrecht
Pages: 79-96

8. A Decision Variable Clustering-Based Evolutionary Algorithm for Large-Scale Many-Objective Optimization
Author(s): X. Zhang, Y. Tian, R. Cheng and Y. Jin
Pages: 97-112

9. An Energy Efficient Ant Colony System for Virtual Machine Placement in Cloud Computing
Author(s): X. F. Liu, Z. H. Zhan, J. D. Deng, Y. Li, T. Gu and J. Zhang
Pages: 113-128

10. A Surrogate-Assisted Reference Vector Guided Evolutionary Algorithm for Computationally Expensive Many-Objective Optimization
Author(s): T. Chugh, Y. Jin, K. Miettinen, J. Hakanen and K. Sindhya
Pages: 129-142

11. Turning High-Dimensional Optimization Into Computationally Expensive Optimization
Author(s): P. Yang, K. Tang and X. Yao
Pages: 143-156

12. Dynamic Multiobjectives Optimization With a Changing Number of Objectives
Author(s): R. Chen, K. Li and X. Yao
Pages: 157-171

Friday, January 26, 2018

Soft Computing, Volume 22, Issue 2, January 2018

1. Selected Papers of the Fourth International Conference on the Theory and Practice of Natural Computing, TPNC 2015
Author(s): Adrian-Horia Dediu, Carlos Martín-Vide
Pages: 343

2. Toward automatic generation of linguistic advice for saving energy at home
Author(s): Patricia Conde-Clemente, Jose M. Alonso, Gracian Trivino
Pages: 345-359

3. Card-based protocols using unequal division shuffles
Author(s): Akihiro Nishimura, Takuya Nishida, Yu-ichi Hayashi, Takaaki Mizuki…
Pages:  361-371

4. Fuzzy topologies generated by fuzzy relations
Author(s): Seema Mishra, Rekha Srivastava
Pages: 373-385

5. Particle swarm optimization algorithm: an overview
Author(s): Dongshu Wang, Dapei Tan, Lei Liu
Pages: 387-408

6. Enhancing point symmetry-based distance for data clustering
Author(s): Sriparna Saha
Pages: 409-436

7. Artificial bee colony algorithm with an adaptive greedy position update strategy
Author(s): Wei-Jie Yu, Zhi-Hui Zhan, Jun Zhang
Pages: 437-451

8. Identifying opinion leader nodes in online social networks with a new closeness evaluation algorithm
Author(s): Li Yang, Yafeng Qiao, Zhihong Liu, Jianfeng Ma, Xinghua Li
Pages: 453-464

9. Interest rate model in uncertain environment based on exponential Ornstein–Uhlenbeck equation
Author(s): Yiyao Sun, Kai Yao, Zongfei Fu
Pages: 465-475

10. An improved genetic algorithm for three-dimensional reconstruction from a single uniform texture image
Author(s): Yujuan Sun, Xiaofeng Zhang, Muwei Jian, Shengke Wang, Zeju Wu…
Pages: 477-486

11. Adaptive iterative learning control based on IF–THEN rules and data-driven scheme for a class of nonlinear discrete-time systems
Author(s): Chidentree Treesatayapun
Pages: 487-497

12. Metric forests based on Gaussian mixture model for visual image classification
Author(s): Yong Xu, Qian Zhang, Lin Wang
Pages: 499-509

13. A new dynamic weighted majority control chart for data streams
Author(s): Dhouha Mejri, Mohamed Limam, Claus Weihs
Pages: 511-522

14. Granular description of data in a non-stationary environment
Author(s): Rami Al-Hmouz, Witold Pedrycz, Abdullah Saeed Balamash, Ali Morfeq
Pages: 523-540

15. Dynamic differential evolution with combined variants and a repair method to solve dynamic constrained optimization problems: an empirical study
Author(s): María-Yaneli Ameca-Alducin, Efrén Mezura-Montes, Nicandro Cruz-Ramírez
Pages: 541-570

16. A new fuzzy bee colony optimization with dynamic adaptation of parameters using interval type-2 fuzzy logic for tuning fuzzy controllers
Author(s): Leticia Amador-Angulo, Oscar Castillo
Pages: 571-594

17. A software classification scheme using binary-level characteristics for efficient software filtering
Author(s): Yesol Kim, Seong-je Cho, Sangchul Han, Ilsun You
Pages: 595-606

18. Model-based control using interval type-2 fuzzy logic systems
Author(s): Rómulo Antão, Alexandre Mota, Rui Escadas Martins
Pages: 607-620

19. A niching chaos optimization algorithm for multimodal optimization
Author(s): Cholmin Rim, Songhao Piao, Guo Li, Unsun Pak
Pages: 621-633

20. Multichannel image denoising using color monogenic curvelet transform
Author(s): Shan Gai
Pages: 635-644

21. Efficient business process consolidation: combining topic features with structure matching
Author(s): Ying Huang, Wei Li, Zhengping Liang, Yu Xue, Xiuni Wang
Pages: 645-657

22. Evolutionary programming with a simulated-conformist mutation strategy
Author(s): Han Huang, Shujin Ye, Zhun Fan, Zhiyong Lin, Liang Lv, Zhifeng Hao
Pages: 659-676

23. Information discriminative extreme learning machine
Author(s): Deqin Yan, Yonghe Chu, Haiying Zhang, Deshan Liu
Pages: 677-689

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