Soft Computing, Volume 26, Issue 2, January 2022

1) A new limited memory method for unconstrained nonlinear least squares

Author(s): Morteza Kimiaei, Arnold Neumaier

Pages: 465 - 490

2) Orthomodular posets are algebras over bounded posets with involution

Author(s): Gejza Jenča

Pages: 491 - 498

3) Topological approach to generalized soft rough sets via near concepts

Author(s): Muhammad Irfan Ali, Mostafa K. El-Bably, El-Sayed A. Abo-Tabl

Pages: 499 - 509

4) An image encryption scheme based on finite-time cluster synchronization of two-layer complex dynamic networks

Author(s): Xiaohui Li, Lili Zhou, Fei Tan

Pages: 511 - 525

5) On coreflective hulls in Str-Q-TOP

Author(s): Harshita Tiwari, Rekha Srivastava

Pages: 527 - 534

6) Rings and residuated lattices whose fuzzy ideals form a Boolean algebra

Author(s): S. V. Tchoffo Foka, Marcel Tonga

Pages: 535 - 539

7) The fundamental group of soft topological spaces

Author(s): A. A. Bahredar, N. Kouhestani, H. Passandideh

Pages: 541 - 552

8) Reducing rational polynomial: a proposition of a strategy to deal with floating point numbers using singular value decomposition

Author(s): Ahmad Deeb, Rafik Belarbi

Pages: 553 - 573

9) A hybrid fuzzy decision making approach for sitting a solid waste energy production plant

Author(s): Kezban Albayrak

Pages: 575 - 587

10) Derivation and structural analysis of a three-input interval type-2 TS fuzzy PID controller

Author(s): Ritu Raj, B. M. Mohan...Jung-Min Yang

Pages: 589 - 603

11) Meta-heuristic algorithms for solving nonlinear differential equations based on multivariate Bernstein polynomials

Author(s): Rasha M. Abo-bakr, N. A. Mohamed, S. A. Mohamed

Pages: 605 - 619

12) Cognitive linear discriminant regression computing technique for HTTP video services in SDN networks

Author(s): B. D. Parameshachari, Sasikumar Gurumoorthy...Kavitha Rani Balmuri

Pages: 621 - 633

13) Implicit sentiment analysis based on multi-feature neural network model

Author(s): Yin Zhuang, Zhen Liu...Yan-Jie Chai

Pages: 635 - 644

14) India perspective: CNN-LSTM hybrid deep learning model-based COVID-19 prediction and current status of medical resource availability

Author(s): Shwet Ketu, Pramod Kumar Mishra

Pages: 645 - 664

15) Deep learning assisted cognitive diagnosis for the D-Riska application

Author(s): Cristian Cuerda, Alejandro Zornoza...Dulce Romero Ayuso

Pages: 665 - 676

16) An integrated fuzzy neural network with topic-aware auto-encoding for sentiment analysis

Author(s): Tham Vo

Pages: 677 - 693

17) Spatial–temporal attention fusion for traffic speed prediction

Author(s): Anqin Zhang, Qizheng Liu, Ting Zhang

Pages: 695 - 707

18) On the periodic hierarchical Chinese postman problem

Author(s): Muhammed Emre Keskin, Chefi Triki

Pages: 709 - 724

19) A novel solver for multi-objective optimization: dynamic non-dominated sorting genetic algorithm (DNSGA)

Author(s): Qiang Long, Guoquan Li, Lin Jiang

Pages: 725 - 747

20) A hybrid metaheuristic for the Knapsack Problem with Forfeits

Author(s): Giovanni Capobianco, Ciriaco D’Ambrosio...Fabio Sebastiano

Pages: 749 - 762

21) A dynamic material handling scheduling method based on elite opposition learning self-adaptive differential evolution-based extreme learning machine (EOADE-ELM) and knowledge base (KB) for line-integrated supermarkets

Author(s): Binghai Zhou, Wenfei Zha...Zhaoxu He

Pages: 763 - 785

22) A novel linguistic decision-making method based on the voting model for large-scale linguistic decision making

Author(s): Li Yan, Zheng Pei

Pages: 787 - 806

23) Developing a bi-objective schedule for an online cellular manufacturing system in an MTO environment

Author(s): Mohammad Kazemi, Ahmad Sadegheih...Mohammad Ali Vahdat

Pages: 807 - 828

24) Product quality control strategy of dual distribution channel structure in three-echelon supply chain

Author(s): Lilong Zhu, Bingjie Lu

Pages: 829 - 840

25) Proving authentication property of PUF-based mutual authentication protocol based on logic of events

Author(s): Jiawen Song, Meihua Xiao...Haoyang Zhou

Pages: 841 - 852

26) A data processing method based on sequence labeling and syntactic analysis for extracting new sentiment words from product reviews

Author(s): Shunxiang Zhang, Hanqing Xu...KuanChing Li

Pages: 853 - 866

27) Bayesian inference for data-driven training with application to seismic parameter prediction

Author(s): Jorge Morales, Wen Yu, Luciano Telesca

Pages: 867 - 876

28) Skeleton-based human activity recognition using ConvLSTM and guided feature learning

Author(s): Santosh Kumar Yadav, Kamlesh Tiwari...Shaik Ali Akbar

Pages: 877 - 890

29) Application of texture-based features for text non-text classification in printed document images with novel feature selection algorithm

Author(s): Soulib Ghosh, S. K. Khalid Hassan...Ram Sarkar

Pages: 891 - 909

30) A Multi-Layer Perceptron (MLP)-Fire Fly Algorithm (FFA)-based model for sediment prediction

Author(s): Sarita Gajbhiye Meshram, Chandrashekhar Meshram...Saiful Islam

Pages: 911 - 920

Soft Computing, Volume 26, Issue 1

1) PIU: risk-sensitive decision making using Pareto optimization of interval utilities induced by fuzzy preference relations

Author(s): Thomas A. Runkler

Pages: 1 - 11

2) Consensus control protocol for stochastic multiagents with predictors

Author(s): Xiaoli Jiang, Li Yang & Mingyue Liu

Pages: 13 - 24

3) The unbounded fuzzy norm convergence in fuzzy Banach lattices

Author(s): Zia Bashir & Mobashir Iqbal

Pages: 25 - 31

4) Reliability analysis of dependent competitive failure model with uncertain parameters

Author(s): Haiyan Shi, Chun Wei...Yanqing Wen

Pages: 33 - 43

5) A new version of bienergies and biangles for curves framed by extended darboux frame

Author(s): Talat Körpinar& Yasin Ünlütürk

Pages: 45 - 54

6) Truss decomposition using triangle graphs

Author(s): Mohsen Rezvani & Mojtaba Rezvani

Pages: 55 - 68

7) An improved multi-objective bacterial colony chemotaxis algorithm based on Pareto dominance

Author(s): Zhigang Lu, Shengjing Qi...Shifan Luo

Pages: 69 - 87

8) Sheffer operation in relational systems

Author(s): Ivan Chajda & Helmut Länger

Pages: 89 - 97

9) Hypernormed entropy on topological hypernormed hypergroups

Author(s): Khatereh Ghasemi & Javad Jamalzadeh

Pages: 99 - 104

10) A comparative study of different granular structures induced from the information systems

Author(s): Qingzhao Kong, Weihua Xu & Dongxiao Zhang

Pages: 105 - 122

11) A reliable link quality-based RPL routing for Internet of Things

Author(s): A. S. Joseph Charles & P. Kalavathi

Pages: 123 - 135

12) New robust location control charts for unknown process distribution with practical significance

Author(s): Rashid Mehmood, Muhammad Hisyam Lee...Sajdah Hassan

Pages: 137 - 153

13) Computing total edge irregularity strength for heptagonal snake graph and related graphs

Author(s): F. Salama

Pages: 155 - 164

14) Fractional-order generalized Taylor wavelet method for systems of nonlinear fractional differential equations with application to human respiratory syncytial virus infection

Author(s): Thieu N. Vo, Mohsen Razzaghi & Phan Thanh Toan

Pages: 165 - 173

15) Attack detection and securer data transmission in cognitive radio networks using BMHHO-ENN and SHA2-RSA

Author(s): K. J. Prasanna Venkatesan & S. Shanmughavel

Pages: 175 - 187

16) Time series prediction based on high-order intuitionistic fuzzy cognitive maps with variational mode decomposition

Author(s): Yao Xixi, Ding Fengqian & Luo Chao

Pages: 189 - 201

17) Tense operators on frameable equality algebras

Author(s): Shokoofeh Ghorbani

Pages: 203 - 213

18) Comparison of twelve types of rough approximations based on j-neighborhood space and j-adhesion neighborhood space

Author(s): Mohammed Atef, Ahmed Mostafa Khalil...Abd El Fattah El Atik

Pages: 215 - 236

19) GRP and CRITIC method for probabilistic uncertain linguistic MAGDM and its application to site selection of hospital constructions

Author(s): Siqi Wang, Guiwu Wei...Xudong Chen

Pages: 237 - 251

20) Green supplier selection in new era for sustainability: A novel method for integrating big data analytics and a hybrid fuzzy multi-criteria decision making

Author(s): Abdullah Yildizbasi & Yagmur Arioz

Pages: 253 - 270

21) Computation of multi-objective two-stage fuzzy probabilistic programming problem

Author(s): Narmada Ranarahu & J. K. Dash

Pages: 271 - 282

22) Inner product of fuzzy vectors

Author(s): Hsien-Chung Wu

Pages: 283 - 307

23) Three-way decision with conflict analysis approach in the framework of fuzzy set theory

Author(s): Zia Bashir, Abdul Wahab & Tabasam Rashid

Pages: 309 - 326

24) Analytics under uncertainty: a novel method for solving linear programming problems with trapezoidal fuzzy variables

Author(s): Ali Ebrahimnejad, Madjid Tavana & Vincent Charles

Pages: 327 - 347

25) Robust stabilization of T-S fuzzy systems via improved integral inequality

Author(s): C. Karthik, G. Nagamani...Dafik

Pages: 349 - 360

26) An improved Yolov5 real-time detection method for small objects captured by UAV

Author(s): Wei Zhan, Chenfan Sun...Yong Sun

Pages: 361 - 373

27) Bayesian analysis of left-censored data using Weibull mixture model

Author(s): Navid Feroze & Muhammad Aslam

Pages: 375 - 394

28) Application of named entity recognition on tweets during earthquake disaster: a deep learning-based approach

Author(s): Nazmiye Eligüzel, Cihan Çetinkaya & Türkay Dereli

Pages: 395 - 421

29) Impact of multilayer ELM feature mapping technique on supervised and semi-supervised learning algorithms

Author(s): Rajendra Kumar Roul

Pages: 423 - 437

30) Using BTA Algorithm for finding Nash equilibrium problem aiming the extraction of rules in rule learning

Author(s): M. Boudaghi, F. Mahan & A. Isazadeh

Pages: 439 - 462

31) Correction to: Multi-item two-stage fixed-charge 4DTP with hybrid random type-2 fuzzy variable

Author(s): Sudeshna Devnath, Pravash Kumar Giri...Manoranjan Maiti

Pages: 463 - 463

IEEE Transactions on Fuzzy Systems, Volume 30, Issue 1, January 2022

1) Maximum-Amplitude Solution of Addition-Min Fuzzy Relation Inequalities Considering the Stability in the P2P Network System

Author(s): Huanbin Xue; Xiao-Peng Yang

Pages: 1 - 13

2) Variational Fuzzy Superpixel Segmentation

Author(s): Tsz Ching Ng; Siu Kai Choy

Pages: 14 - 26

3) Event-Triggered Control for Switched T–S Fuzzy Systems With General Asynchronism

Author(s): Shuang Shi; Zhongyang Fei; Hamid Reza Karimi; Hak-Keung Lam

Pages: 27 - 38

4) Adaptive Fuzzy Observer-Based Fault Estimation for a Class of Nonlinear Stochastic Hybrid Systems

Author(s): Shasha Fu; Jianbin Qiu; Liheng Chen; Mohammed Chadli

Pages: 39 - 51

5) Local Stabilization of Discrete-Time Nonlinear Systems

Author(s): Zsofia Lendek; Jimmy Lauber

Pages: 52 - 62

6) Efficient Model-Predictive Control for Nonlinear Systems in Interval Type-2 T-S Fuzzy Form Under Round-Robin Protocol

Author(s): Yuying Dong; Yan Song; Guoliang Wei

Pages: 63 - 74

7) Adaptive Fuzzy Control for Fractional-Order Interconnected Systems With Unknown Control Directions

Author(s): Bingyun Liang; Shiqi Zheng; Choon Ki Ahn; Feng Liu

Pages: 75 - 87

8) Adaptive Fuzzy Finite-Time Tracking Control of Stochastic High-Order Nonlinear Systems With a Class of Prescribed Performance

Author(s): Zhumu Fu; Nan Wang; Shuzhong Song; Tong Wang

Pages: 88 - 96

9) Fuzzy Finite-Time Command Filtering Output Feedback Control of Nonlinear Systems

Author(s): Libin Wang; Huanqing Wang; Peter Xiaoping Liu; Song Ling; Siwen Liu

Pages: 97 - 107

10) A Dynamic Programming Algorithm Based Clustering Model and Its Application to Interval Type-2 Fuzzy Large-Scale Group Decision-Making Problem

Author(s): Xiaohong Pan; Yingming Wang; Shifan He; Kwai-Sang Chin

Pages: 108 - 120

11) A Majority Rule-Based Measure for Atanassov-Type Intuitionistic Membership Grades in MCDM

Author(s): Cuiping Cheng; Weiping Ding; Fuyuan Xiao; Witold Pedrycz

Pages: 121 - 132

12) Performance-Oriented Fault Detection for Nonlinear Control Systems via Data-Driven T-S Fuzzy Modeling Technique

Author(s): Ruijie Liu; Ying Yang; Linlin Li; Huayun Han

Pages: 133 - 146

13) Fuzzy Double Deep Q-Network-Based Gait Pattern Controller for Humanoid Robots

Author(s): Tzuu-Hseng S. Li; Ping-Huan Kuo; Lin-Han Chen; Chia-Ching Hung; Po-Chien Luan; Hao-Ping Hsu; Chien-Hsin Chang; Yi-Ting Hsieh; Wen-Hsun Lin

Pages: 147 - 161

14) Adaptive Fuzzy Containment Control for Multiagent Systems With State Constraints Using Unified Transformation Functions

Author(s): Yang Liu; Huaguang Zhang; Jiayue Sun; Yingchun Wang

Pages: 162 - 174

15) A Regret-Based Three-Way Decision Model Under Interval Type-2 Fuzzy Environment

Author(s): Tianxing Wang; Huaxiong Li; Yuhua Qian; Bing Huang; Xianzhong Zhou

Pages: 175 - 189

16) Attack-Resilient Event-Triggered Fuzzy Interval Type-2 Filter Design for Networked Nonlinear Systems Under Sporadic Denial-of-Service Jamming Attacks

Author(s): Songlin Hu; Dong Yue; Chunxia Dou; Xiangpeng Xie; Yong Ma; Lei Ding

Pages: 190 - 204

17) Adaptive Fuzzy Leader–Follower Synchronization of Constrained Heterogeneous Multiagent Systems

Author(s): Yongliang Yang; Cheng-Zhong Xu

Pages: 205 - 219

18) New Fuzzy Simulation-Based Algorithms for the Credibility of Fuzzy Events

Author(s): Yuanyuan Liu; Yujie Gu; Jian Zhou; Athanasios A. Pantelous; Liying Yu; Xiajie Yi

Pages: 220 - 232

19) Extracting Inherent Model Structures and Identifying Parameters of Time-Varying Systems Using Local Linear Neuro-Fuzzy Networks

Author(s): Zuolin Liu; Jian Xu; Hongbin Fang

Pages: 233 - 247

20) Fuzzy-Model-Based H∞ Pinning Synchronization for Coupled Neural Networks Subject to Reaction–Diffusion

Author(s): Jing Wang; Xuelian Wang; Nenggang Xie; Jianwei Xia; Hao Shen

Pages: 248 - 257

21) Stackelberg Game Approach for Robust Optimization With Fuzzy Variables

Author(s): Jie Han; Chunhua Yang; Cheng-Chew Lim; Xiaojun Zhou; Peng Shi

Pages: 258 - 269

22) Fuzzy Optimal Tracking Control of Hypersonic Flight Vehicles via Single-Network Adaptive Critic Design

Author(s): Xiangwei Bu; Qiang Qi

Pages: 270 - 278

23) Acquisition of Z-Number-Valued Clusters by Using a New Compound Function

Author(s): Rafik A. Aliev; Witold Pedrycz; Babek G. Guirimov; Oleg H. Huseynov

Pages: 279 - 286

24) Optimum Codesign for Image Denoising Between Type-2 Fuzzy Identifier and Matrix Completion Denoiser

Author(s): Qi Liu; Xiaopeng Li; Jicheng Yang

Pages: 287 - 292

25) On Random Generation of Supermodular Capacities

Author(s): Gleb Beliakov

Pages: 293 - 296

IEEE Transactions on Fuzzy Systems, Volume 29, Number 11, November 2021

1) Large-Scale Malicious Software Classification With Fuzzified Features and Boosted Fuzzy Random Forest

Author(s): Fang-Qi Li;Shi-Lin Wang;Alan Wee-Chung Liew;Weiping Ding;Gong-Shen Liu

Pages: 3205 - 3218

2) Concept Drift Detection: Dealing With Missing Values via Fuzzy Distance Estimations

Author(s): Anjin Liu;Jie Lu;Guangquan Zhang

Pages: 3219 - 3233

3) Improved Artificial Immune System Algorithm for Type-2 Fuzzy Flexible Job Shop Scheduling Problem

Author(s): Jun-qing Li;Zheng-min Liu;Chengdong Li;Zhi-xin Zheng

Pages: 3234 - 3248

4) A New Fuzzy Cluster Validity Index for Hyperellipsoid or Hyperspherical Shape Close Clusters With Distant Centroids

Author(s): Himanshu Mittal;Mukesh Saraswat

Pages: 3249 - 3258

5) On the Maximum Entropy Negation of a Complex-Valued Distribution

Author(s): Fuyuan Xiao

Pages: 3259 - 3269

6) A Comparative Study Between Analytic Hierarchy Process and Its Fuzzy Variants: A Perspective Based on Two Linguistic Models

Author(s): Bowen Zhang;Cong-Cong Li;Yucheng Dong;Witold Pedrycz

Pages: 3270 - 3279

7) Membership-Function-Dependent Stability Analysis for Polynomial-Fuzzy-Model-Based Control Systems via Chebyshev Membership Functions

Author(s): Zhiyong Bao;Xiaomiao Li;Hak-Keung Lam;Yong Peng;Fucai Liu

Pages: 3280 - 3292

8) Design of Reinforced Hybrid Fuzzy Rule-Based Neural Networks Driven to Inhomogeneous Neurons and Tournament Selection

Author(s): Congcong Zhang;Sung-Kwun Oh;Zunwei Fu;Witold Pedrycz

Pages: 3293 - 3307

9) Multisource Heterogeneous Unsupervised Domain Adaptation via Fuzzy Relation Neural Networks

Author(s): Feng Liu;Guangquan Zhang;Jie Lu

Pages: 3308 - 3322

10) A Fast Inference and Type-Reduction Process for Constrained Interval Type-2 Fuzzy Systems

Author(s): Pasquale D’Alterio;Jonathan M. Garibaldi;Robert I. John;Christian Wagner

Pages: 3323 - 3333

11) Thick Fuzzy Sets (TFSs) and Their Potential Use in Uncertain Fuzzy Computations and Modeling

Author(s): Reda Boukezzoula;Luc Jaulin;Benoit Desrochers;Didier Coquin

Pages: 3334 - 3348

12) Fuzzy-Dependent-Switching Control of Nonlinear Systems With Aperiodic Sampling

Author(s): Zheng You;Huaicheng Yan;Hao Zhang;Shiming Chen;Meng Wang

Pages: 3349 - 3359

13) Fuzzy-Affine-Model-Based Sampled-Data Filtering Design for Stochastic Nonlinear Systems

Author(s): Jianbin Qiu;Wenqiang Ji;Hak-Keung Lam;Meng Wang

Pages: 3360 - 3373

14) Bilevel Optimization Problem With Random-Term-Absent Max-Product Fuzzy Relation Inequalities Constraint

Author(s): Jianjun Qiu;Guanrong Li;Xiaopeng Yang

Pages: 3374 - 3388

15) IBLF-Based Finite-Time Adaptive Fuzzy Output-Feedback Control for Uncertain MIMO Nonlinear State-Constrained Systems

Author(s): Yan Wei;Yueying Wang;Choon Ki Ahn;Dengping Duan

Pages: 3389 - 3400

16) Event-Triggered Switching-Type Fault Detection and Isolation for Fuzzy Control Systems Under DoS Attacks

Author(s): Xiang-Gui Guo;Xiao Fan;Jian-Liang Wang;Ju H. Park

Pages: 3401 - 3414

17) Robust Resilient Control for Nonlinear Systems Under Denial-of-Service Attacks

Author(s): Zhiqiang Li;Qing Li;Da-Wei Ding;Xinmiao Sun

Pages: 3415 - 3427

18) Adaptive Fuzzy Fixed-Time Decentralized Control for Stochastic Nonlinear Systems

Author(s): Kewen Li;Yongming Li;Guangdeng Zong

Pages: 3428 - 3440

19) Realizing Deep High-Order TSK Fuzzy Classifier by Ensembling Interpretable Zero-Order TSK Fuzzy Subclassifiers

Author(s): Bin Qin;Yusuke Nojima;Hisao Ishibuchi;Shitong Wang

Pages: 3441 - 3455

20) Design of Interval Type-2 Information Granules Based on the Principle of Justifiable Granularity

Author(s): Bowen Zhang;Witold Pedrycz;Xianmin Wang;Adam Gacek

Pages: 3456 - 3469

21) Complex Network Modeling of Evidence Theory

Author(s): Jie Zhao;Yong Deng

Pages: 3470 - 3480

22) Fuzzy Pooling

Author(s): Dimitrios E. Diamantis;Dimitris K. Iakovidis

Pages: 3481 - 3488

23) On the Interpretability of Belief Rule-Based Expert Systems

Author(s): You Cao;Zhijie Zhou;Changhua Hu;Wei He;Shuaiwen Tang

Pages: 3489 - 3503

24) Identification of Fuzzy Rule-Based Models With Output Space Knowledge Guidance

Author(s): Yinghua Shen;Witold Pedrycz;Xuyang Jing;Adam Gacek;Xianmin Wang;Bingsheng Liu

Pages: 3504 - 3518

25) Stackelberg–Nash Game Approach for Constrained Robust Optimization With Fuzzy Variables

Author(s): Jie Han;Chunhua Yang;Cheng-Chew Lim;Xiaojun Zhou;Peng Shi

Pages: 3519 - 3531

26) Probabilistic Linguistic Term Set With Interval Uncertainty

Author(s): Xingli Wu;Huchang Liao;Witold Pedrycz

Pages: 3532 - 3545

27) Extensions of Discrete Copulas to Sparse Copulas

Author(s): Juan Fernández-Sánchez;José Juan Quesada-Molina;Manuel Úbeda-Flores

Pages: 3546 - 3551

28) Fuzzy Observer for 2-D Parabolic Equation With Output Time Delay

Author(s): Wen Kang;Zhiji Han;Zhijie Liu;Bao-Zhu Guo

Pages: 3552 - 3560

29) Fault Diagnosis and Fault Tolerant Control for T–S Fuzzy Stochastic Distribution Systems Subject to Sensor and Actuator Faults

Author(s): Hao Wang;Yunfeng Kang;Lina Yao;Hong Wang;Zhiwei Gao

Pages: 3561 - 3569

30) Aggregation of Order-2 Fuzzy Sets

Author(s): Witold Pedrycz;Adam Gacek;Xianmin Wang

Pages: 3570 - 3575

 

IEEE Transactions on Artificial Intelligence, Volume 2, Issue 6, December 2021

1) Towards Machine Learning as an Enabler of Computational Creativity

Author(s): Deborah Mateja;Armin Heinzl

Pages: 460 - 475

2) Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges

Author(s): Edgar Galván;Peter Mooney

Pages: 476 - 493

3) Exploiting Causal Structure for Robust Model Selection in Unsupervised Domain Adaptation

Author(s): Trent Kyono;Mihaela van der Schaar

Pages: 494 - 507

4) Domain Adaptation Without Source Data

Author(s): Youngeun Kim;Donghyeon Cho;Kyeongtak Han;Priyadarshini Panda;Sungeun Hong

Pages: 508 - 518

5) Fair Server Selection in Edge Computing With Q-Value-Normalized Action-Suppressed Quadruple Q-Learning

Author(s): Alaa Eddin Alchalabi;Shervin Shirmohammadi;Shady Mohammed;Sorin Stoian;Karthigesu Vijayasuganthan

Pages: 519 - 527

6) Redefining Wireless Communication for 6G: Signal Processing Meets Deep Learning With Deep Unfolding

Author(s): Anu Jagannath;Jithin Jagannath;Tommaso Melodia

Pages: 528 - 536

7) Dynamic Instance-Wise Classification in Correlated Feature Spaces

Author(s): Yasitha Warahena Liyanage;Daphney-Stavroula Zois;Charalampos Chelmis

Pages: 537 - 548

8) Sparsity-Induced Graph Convolutional Network for Semisupervised Learning

Author(s): Jianhang Zhou;Shaoning Zeng;Bob Zhang

Pages: 549 - 563

9) An Out-of-Distribution Attack Resistance Approach to Emotion Categorization

Author(s): Harisu Abdullahi Shehu;Will N. Browne;Hedwig Eisenbarth

Pages: 564 - 573

10) MACE: Model Agnostic Concept Extractor for Explaining Image Classification Networks

Author(s): Ashish Kumar;Karan Sehgal;Prerna Garg;Vidhya Kamakshi;Narayanan Chatapuram Krishnan

Pages: 574 - 583

11) Preserving Similarity and Staring Decisis for Feature Selection

Author(s): Wanfu Gao;Liang Hu;Yonghao Li;Ping Zhang

Pages: 584 - 593

12) CapsCovNet: A Modified Capsule Network to Diagnose COVID-19 From Multimodal Medical Imaging

Author(s): A. F. M. Saif;Tamjid Imtiaz;Shahriar Rifat;Celia Shahnaz;Wei-Ping Zhu;M. Omair Ahmad

Pages: 608 - 617

13) Two-Dimensional Broad Learning System for Data Analytic

Author(s): Wei Dai;Rui Zhang;Qianjin Wang;Yuhu Cheng;Xuesong Wang

Pages: 594 - 607

IEEE Transactions on Cognitive and Developmental Systems; Volume 13, Number 4, December 2021

1. A Survey on Neuromarketing Using EEG Signals

Author(s): Vaishali Khurana;Monika Gahalawat;Pradeep Kumar;Partha Pratim Roy;Debi Prosad Dogra;Erik Scheme;Mohammad Soleymani

Pages: 732 - 749

2. Morphological Development in Robotic Learning: A Survey

Author(s): Martín Naya-Varela;Andrés Faíña;Richard J. Duro

Pages: 750 - 768

3. Constructing EEG Large-Scale Cortical Functional Network Connectivity Based on Brain Atlas by S Estimator

Author(s): Chanlin Yi;Chunli Chen;Lin Jiang;Qin Tao;Fali Li;Yajing Si;Tao Zhang;Dezhong Yao;Peng Xu

Pages: 769 - 778

4. Semiautomatic Behavioral Change-Point Detection: A Case Study Analyzing Children Interactions With a Social Agent

Author(s): Vito Monteleone;Liliana Lo Presti;Marco La Cascia;Soizic Gauthier;Jean Xavier;Mohamed Zaoui;Alain Berthoz;David Cohen;Mohamed Chetouani;Salvatore Maria Anzalone

Pages: 779 - 790

5. Robot Navigation in Unseen Spaces Using an Abstract Map

Author(s): Ben Talbot;Feras Dayoub;Peter Corke;Gordon Wyeth

Pages: 791 - 805

6. Minimalistic Attacks: How Little It Takes to Fool Deep Reinforcement Learning Policies

Author(s): Xinghua Qu;Zhu Sun;Yew-Soon Ong;Abhishek Gupta;Pengfei Wei

Pages: 806 - 817

7. Regulated Morphogen Gradients for Target Surrounding and Adaptive Shape Formation

Author(s): Ataollah Ramezan Shirazi;Yaochu Jin

Pages: 818 - 826

8. Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning “What” and “Where”

Author(s): Haibao Wang;Lijie Huang;Changde Du;Dan Li;Bo Wang;Huiguang He

Pages: 827 - 840

9. Deep Variational Autoencoder for Mapping Functional Brain Networks

Author(s): Ning Qiang;Qinglin Dong;Fangfei Ge;Hongtao Liang;Bao Ge;Shu Zhang;Yifei Sun;Jie Gao;Tianming Liu

Pages: 841 - 852

10. Rapid Learning of Complex Sequences With Time Constraints: A Dynamic Neural Field Model

Author(s): Flora Ferreira;Weronika Wojtak;Emanuel Sousa;Luís Louro;Estela Bicho;Wolfram Erlhagen

Pages: 853 - 864

11. Person Reidentification by Multiscale Feature Representation Learning With Random Batch Feature Mask

Author(s): Yong Wu;Kun Zhang;Di Wu;Chao Wang;Chang-An Yuan;Xiao Qin;Tao Zhu;Yu-Chuan Du;Han-Li Wang;De-Shuang Huang

Pages: 865 - 874

12. Automatic Assessment for Severe Self-Reported Depressive Symptoms Using Speech Cues

Author(s): Jinfang Wang;Ke Lv;Chang Liu;Xinli Nie;Dhananjaya Gowda;Shuxin Luan

Pages: 875 - 884

13. EEG Emotion Recognition Based on 3-D Feature Representation and Dilated Fully Convolutional Networks

Author(s): Dongdong Li;Bing Chai;Zhe Wang;Hai Yang;Wenli Du

Pages: 885 - 897

14. Identity–Expression Dual Branch Network for Facial Expression Recognition

Author(s): Haifeng Zhang;Wen Su;Jun Yu;Zengfu Wang

Pages: 898 - 911

15. VRDriving: A Virtual-to-Real Autonomous Driving Framework Based on Adversarial Learning

Author(s): Wei Yuan;Ming Yang;Chunxiang Wang;Bing Wang

Pages: 912 - 921

16. Modeling Multiple Language Learning in a Developmental Cognitive Architecture

Author(s): Ioanna Giorgi;Bruno Golosio;Massimo Esposito;Angelo Cangelosi;Giovanni L. Masala

Pages: 922 - 933

17. Tutor-Guided Interior Navigation With Deep Reinforcement Learning

Author(s): Fanyu Zeng;Chen Wang;Shuzhi Sam Ge

Pages: 934 - 944

18. A Channel-Fused Dense Convolutional Network for EEG-Based Emotion Recognition

Author(s): Zhongke Gao;Xinmin Wang;Yuxuan Yang;Yanli Li;Kai Ma;Guanrong Chen

Pages: 945 - 954

19. Hierarchy Graph Convolution Network and Tree Classification for Epileptic Detection on Electroencephalography Signals

Author(s): Difei Zeng;Kejie Huang;Cenglin Xu;Haibin Shen;Zhong Chen

Pages: 955 - 968

20. Color Facial Expression Recognition by Quaternion Convolutional Neural Network With Gabor Attention

Author(s): Yu Zhou;Lianghai Jin;Hong Liu;Enmin Song

Pages: 969 - 983

21. A Study of Joint Effect on Denoising Techniques and Visual Cues to Improve Speech Intelligibility in Cochlear Implant Simulation

Author(s): Rung-Yu Tseng;Tao-Wei Wang;Szu-Wei Fu;Chia-Ying Lee;Yu Tsao

Pages: 984 - 994

22. OnionNet: Single-View Depth Prediction and Camera Pose Estimation for Unlabeled Video

Author(s): Tianhao Gu;Zhe Wang;Dongdong Li;Hai Yang;Wenli Du;Yangming Zhou

Pages: 995 - 1009

23. Discrete Interactions in Decentralized Multiagent Coordination: A Probabilistic Perspective

Author(s): Ming Liu;Weiling Chang;Chao Li;Yuchun Ji;Ruiguang Li;Minyu Feng

Pages: 1010 - 1022

24. Off-Policy Deep Reinforcement Learning Based on Steffensen Value Iteration

Author(s): Yuhu Cheng;Lin Chen;C. L. Philip Chen;Xuesong Wang

Pages: 1023 - 1032

Weekly Review 17 December 2021

Some interesting links that I Tweeted about this week:

1) The computational demands of AI continue to outstrip processing power: https://spectrum.ieee.org/ai-training-mlperf

2) Using AI to play Pokemon: https://www.theverge.com/2021/12/2/22811849/pokemon-competitive-ai-nintendo-game-freak Is this really AI, or just a brute-forcing of options?

3)A list of popular libraries for Machine Learning: https://www.datasciencecentral.com/profiles/blogs/a-hand-picked-list-of-top-python-frameworks-and-libraries-for I've been using sklearn to teach my #AI class.

4) Managing long COVID with AI https://dataconomy.com/2021/12/how-artificial-intelligence-long-covid/

5) How to have trust in AI, when most AI is biased: https://www.techrepublic.com/article/how-much-can-we-trust-ai-how-to-build-confidence-before-large-scale-deployment/

6) Best practices for implementing Natural Language Processing. Good principles for most #AI applications, actually: https://www.informationweek.com/big-data/6-best-practices-for-nlp-implementation

7) Tips and code for time-series forecasting: https://www.kdnuggets.com/2021/12/avoid-mistakes-time-series-forecasting.html

8) Bad AI models are bad for business: https://www.datanami.com/2021/11/29/youve-been-warned-bad-data-models-are-capable-of-destroying-companies/

9) More moves to increase the accountability of using AI https://arstechnica.com/tech-policy/2021/12/the-movement-to-hold-ai-accountable-gains-more-steam/

10) Protein folding prediction is a hard problem. If AlphaFold has solved it, that's a major breakthrough: https://www.technologyreview.com/2021/07/22/1029973/deepmind-alphafold-protein-folding-biology-disease-drugs-proteome/

11) Most of the research outputs from universities a built on work done by PhD students. With the part-time job losses from the pandemic, either PhD stipends increase, or research outputs are going to suffer: https://www.odt.co.nz/opinion/phd-stipend-must-keep-living-costs

12) Biased data leads to biased models. When we used biased data sets, we get biases results. Why is this hard for people to grasp? https://www.technologyreview.com/2021/04/01/1021619/ai-data-errors-warp-machine-learning-progress/

13) Machine Learning engineers are now more important that data scientists: https://www.kdnuggets.com/2021/11/why-machine-learning-engineers-are-replacing-data-scientists.html

14) A German case, but with more and more people expected to keep working from home after the pandemic, such cases will probably become more common: https://www.theregister.com/2021/12/10/bed_to_desk_workplace_accident/

15) A look at the first computer-composed music: https://www.theguardian.com/music/2021/dec/07/he-touched-a-nerve-how-the-first-piece-of-ai-music-was-born-in-1956

Weekly Review 3 December 2021

1) This article assumes that education is the only reason to record a lecture. There are other reasons that are just are compelling: https://www.insidehighered.com/views/2021/11/12/colleges-shouldnt-require-faculty-record-their-lectures-opinion

2) I wrote several web applications in PHP, a long time ago. Now for scripting I use Python: https://www.datasciencecentral.com/profiles/blogs/is-php-interpreter-still-a-good-programming-language

3) Rolling-out AI from prototype to production: https://www.kdnuggets.com/2021/11/accelerating-ai-mlops.html

4) Interview with the CEO of SambaNova, an AI as a service company: https://spectrum.ieee.org/sambanova-ceo-ai-interview

5) Although not exclusive to these regions, East and South Asia are both places where AI will be adopted for companionship and counselling: https://www.datasciencecentral.com/profiles/blogs/will-ai-offer-human-companionship-and-mental-health-benefits

6) Geoffrey Hinton says that Deep Learning will eventually be able to do everything: https://www.technologyreview.com/2020/11/03/1011616/ai-godfather-geoffrey-hinton-deep-learning-will-do-everything/ 

7) On the need for AI in network and cyber security: https://www.networkcomputing.com/network-security/why-modern-cybersecurity-requires-ai

8) Switching from digital to analog architectures will drastically cut the energy demands for Deep Learning https://spectrum.ieee.org/analog-ai

9) A tool that uses AI to automate the response to formulaic emails: https://techcrunch.com/2021/11/26/flowrite-seed/

10) I've always been struck by how hard certain seemingly simple tasks are to perform in SQL: https://www.kdnuggets.com/2021/11/common-sql-mistakes-data-science-interviews.html

11) The fastest supercomputers for #AI: https://spectrum.ieee.org/ai-supercomputer

IEEE Transactions on Evolutionary Computation, Volume 25, Issue 6, December 2021

1) A Kriging-Assisted Two-Archive Evolutionary Algorithm for Expensive Many-Objective Optimization

Author(s): Zhenshou Song; Handing Wang; Cheng He; Yaochu Jin

Pages: 1013 - 1027

2) A Survey of Normalization Methods in Multiobjective Evolutionary Algorithms

Author(s): Linjun He; Hisao Ishibuchi; Anupam Trivedi; Handing Wang; Yang Nan; Dipti Srinivasan

Pages: 1028 - 1048

3) Multitree Genetic Programming With New Operators for Transfer Learning in Symbolic Regression With Incomplete Data

Author(s): Baligh Al-Helali; Qi Chen; Bing Xue; Mengjie Zhang

Pages: 1049 - 1063

4) Weighted Indicator-Based Evolutionary Algorithm for Multimodal Multiobjective Optimization

Author(s): Wenhua Li; Tao Zhang; Rui Wang; Hisao Ishibuchi

Pages: 1064 - 1078

5) Autoencoding With a Classifier System

Author(s): Richard J. Preen; Stewart W. Wilson; Larry Bull

Pages: 1079 - 1090

6) Identifying Influential Spreaders in Social Networks Through Discrete Moth-Flame Optimization

Author(s): Lu Wang; Lei Ma; Chao Wang; Neng-Gang Xie; Jin Ming Koh; Kang Hao Cheong

Pages: 1091 - 1102

7) Partial Evaluation Strategies for Expensive Evolutionary Constrained Optimization

Author(s): Kamrul Hasan Rahi; Hemant Kumar Singh; Tapabrata Ray

Pages: 1103 - 1117

8) Evolutionary Neural Architecture Search for High-Dimensional Skip-Connection Structures on DenseNet Style Networks

Author(s): Damien O’Neill; Bing Xue; Mengjie Zhang

Pages: 1118 - 1132

9) Set Theory-Based Operator Design in Evolutionary Algorithms for Solving Knapsack Problems

Author(s): Ran Wang; Zichao Zhang

Pages: 1133 - 1147

10) A Divide-and-Conquer Genetic Programming Algorithm With Ensembles for Image Classification

Author(s): Ying Bi; Bing Xue; Mengjie Zhang

Pages: 1148 - 1162

11) Statistical Models for the Analysis of Optimization Algorithms With Benchmark Functions

Author(s): David Issa Mattos; Jan Bosch; Helena Holmström Olsson

Pages: 1163 - 1177

IEEE Transactions on Fuzzy Systems, Volume 29, Issue 10

1) Stability and Stabilization of T–S Fuzzy Time-Delay System via Relaxed Integral Inequality and Dynamic Delay Partition

Author(s): Gang Wang; Liang Jia; Huaguang Zhang

Pages: 2829 - 2843

2) Three-Way Multiattribute Decision-Making Based on Outranking Relations

Author(s): Jianming Zhan; Haibo Jiang; Yiyu Yao

Pages: 2844 - 2858

3) Fuzzy FDI System for Flyback Converters

Author(s): Juan Jesús Silva-Romero; Adriana del Carmen Téllez-Anguiano; Juan Anzurez-Marín; Ricardo Fabricio Escobar-Jiménez; Mario Heras-Cervantes

Pages: 2859 - 2868

4) A Novel Fuzzy Output Feedback Dynamic Sliding Mode Controller Design for Two-Dimensional Nonlinear Systems

Author(s): Jianbin Qiu; Wenqiang Ji; Mohammed Chadli

Pages: 2869 - 2877

5) Fuzzy Adaptive Containment Control for Nonlinear Nonaffine Pure-Feedback Multiagent Systems

Author(s): Faxiang Zhang; Yang-Yang Chen

Pages: 2878 - 2889

6) Novel Regularization for Learning the Fuzzy Choquet Integral With Limited Training Data

Author(s): Siva Krishna Kakula; Anthony J. Pinar; Muhammad Aminul Islam; Derek T. Anderson; Timothy C. Havens

Pages: 2890 - 2901

7) Sliding Mode Control of Markovian Jump Fuzzy Systems: A Dynamic Event-Triggered Method

Author(s): Zhiru Cao; Yugang Niu; Hak-Keung Lam; Jiancong Zhao

Pages: 2902 - 2915

8) Fuzzy-Approximation-Based Distributed Fault-Tolerant Consensus for Heterogeneous Switched Nonlinear Multiagent Systems

Author(s): Wencheng Zou; Choon Ki Ahn; Zhengrong Xiang

Pages: 2916 - 2925

9) An Improved Fuzzy Event-Triggered Asynchronous Dissipative Control to T–S FMJSs With Nonperiodic Sampled Data

Author(s): Xin Wang; Ju H. Park; Huilan Yang; Shouming Zhong

Pages: 2926 - 2937

10) A Unified Framework for Asymptotic Observer Design of Fuzzy Systems With Unmeasurable Premise Variables

Author(s): Juntao Pan; Anh-Tu Nguyen; Thierry-Marie Guerra; Dalil Ichalal

Pages: 2938 - 2948

11) Event-Triggered Fuzzy Flight Control of a Two-Degree-of-Freedom Helicopter System

Author(s): He Zhang; Jun Liu

Pages: 2949 - 2962

12) On the Accuracy–Complexity Tradeoff of Fuzzy Broad Learning System

Author(s): Shuang Feng; C. L. Philip Chen; Lili Xu; Zhulin Liu

Pages: 2963 - 2974

13) Information Granules-Based BP Neural Network for Long-Term Prediction of Time Series

Author(s): Weina Wang; Wanquan Liu; Hui Chen

Pages: 2975 - 2987

14) Characterizations of Fuzzy Implications Generated by Continuous Multiplicative Generators of T-Norms

Author(s): Hongjun Zhou

Pages: 2988 - 3002

15) Event-Based Adaptive Fuzzy Asymptotic Tracking Control of Uncertain Nonlinear Systems

Author(s): Yuan-Xin Li; Xiaoyan Hu; Weiwei Che; Zhongsheng Hou

Pages: 3003 - 3013

16) Olfactory-Based Navigation via Model-Based Reinforcement Learning and Fuzzy Inference Methods

Author(s): Lingxiao Wang; Shuo Pang; Jinlong Li

Pages: 3014 - 3027

17) Asymmetric Possibility and Necessity Regression by Twin-Support Vector Networks

Author(s): Pei-Yi Hao

Pages: 3028 - 3042

18) Fault-Tolerant Fuzzy Control for Semi-Markov Jump Nonlinear Systems Subject to Incomplete SMK and Actuator Failures

Author(s): Hao Shen; Mingcheng Dai; Yiping Luo; Jinde Cao; Mohammed Chadli

Pages: 3043 - 3053

19) Sampled-Data Fuzzy Control for Nonlinear Delayed Distributed Parameter Systems

Author(s): Zi-Peng Wang; Huai-Ning Wu; Tingwen Huang

Pages: 3054 - 3066

20) Fuzzy Double Hidden Layer Recurrent Neural Terminal Sliding Mode Control of Single-Phase Active Power Filter

Author(s): Juntao Fei; Yun Chen

Pages: 3067 - 3081

21) H∞ Synchronization for Fuzzy Markov Jump Chaotic Systems With Piecewise-Constant Transition Probabilities Subject to PDT Switching Rule

Author(s): Jing Wang; Jianwei Xia; Hao Shen; Mengping Xing; Ju H. Park

Pages: 3082 - 3092

22) Continuous Fuzzy Transform as Integral Operator

Author(s): Giuseppe Patané

Pages: 3093 - 3102

23) Kernelized Mahalanobis Distance for Fuzzy Clustering

Author(s): Shan Zeng; Xiuying Wang; Xiangjun Duan; Sen Zeng; Zuyin Xiao; David Feng

Pages: 3103 - 3117

24) Memory-Based Continuous Event-Triggered Control for Networked T–S Fuzzy Systems Against Cyberattacks

Author(s): Zhou Gu; Peng Shi; Dong Yue; Shen Yan; Xiangpeng Xie

Pages: 3118 - 3129

25) Decentralized Adaptive Fuzzy Tracking Control for a Class of Nonlinear Uncertain Interconnected Systems With Multiple Faults and Denial-of-Service Attack

Author(s): Xiaoyan Jiang; Xiaowu Mu; Zenghui Hu

Pages: 3130 - 3141

26) Adaptive Fuzzy Nonsingular Fixed-Time Control for Nonstrict-Feedback Constrained Nonlinear Multiagent Systems With Input Saturation

Author(s): Haijiao Yang; Dan Ye

Pages: 3142 - 3153

27) Global Mittag-Leffler Boundedness of Fractional-Order Fuzzy Quaternion-Valued Neural Networks With Linear Threshold Neurons

Author(s): Jigui Jian; Kai Wu; Baoxian Wang

Pages: 3154 - 3164

28) Smart Identification of Topographically Variant Anomalies in Brain Magnetic Resonance Imaging Using a Fish School-Based Fuzzy Clustering Approach

Author(s): Saravanan Alagarsamy; Yu-Dong Zhang; Vishnuvarthanan Govindaraj; Murugan Pallikonda Rajasekaran; Sakthivel Sankaran

Pages: 3165 - 3177

29) On r⃗ -(Quasi-)Overlap Functions

Author(s): Junsheng Qiao; Zengtai Gong

Pages: 3178 - 3185

30) Adaptive Fuzzy Decentralized Tracking Control for Large-Scale Interconnected Nonlinear Networked Control Systems

Author(s): Min Ma; Tong Wang; Jianbin Qiu; Hamid Reza Karimi

Pages: 3186 - 3191

31) Admissibility Analysis and Robust H∞ Control for T–S Fuzzy Descriptor Systems With Structured Parametric Uncertainties

Author(s): Jiabao He; Feng Xu; Xueqian Wang; Bin Liang

Pages: 3192 - 3200

32) Comments on “Decentralized Fuzzy Observer-Based Output-Feedback Control for Nonlinear Large-Scale Systems: An LMI Approach”

Author(s): Souhail Tiko; Fouad Mesquine

Pages: 3201 - 3203

Weekly Review 26 November 2021

Some interesting links that I Tweeted about this week:

1) 20+ years ago my PhD stipend needed to be supplemented by tutoring. Living on a PhD stipend now would be almost impossible: https://www.stuff.co.nz/national/education/127015167/its-a-disgrace-phd-students-struggling-on-less-than-minimum-wage

2) A better question would be, how can you regulate AI when nobody can agree on what it is? https://www.techrepublic.com/article/policymakers-want-to-regulate-ai-but-lack-consensus-on-how/

3) The languages that are more commonly used for Data Science and Machine Learning: https://www.kdnuggets.com/2021/11/3-differences-coding-data-science-machine-learning.html

4) Deploying AI in healthcare call centres: https://www.techrepublic.com/article/how-ai-and-nlp-are-helping-healthcare-call-centers-to-be-more-efficient/

5) Personally, I'm quite happy and more productive working remotely in higher education, but I can see how other people would struggle with it: https://www.insidehighered.com/blogs/learning-innovation/5-reasons-why-i%E2%80%99m-struggling-working-virtually

6) The world's biggest military issues ethics guidelines for AI: https://www.technologyreview.com/2021/11/16/1040190/department-of-defense-government-ai-ethics-military-project-maven/ This is not going to end well.

7) The difference between distributed and federated learning: https://www.kdnuggets.com/2021/11/difference-distributed-learning-federated-learning-algorithms.html

8) How to improve online teaching: https://www.insidehighered.com/blogs/higher-ed-gamma/8-ways-improve-your-online-course

9) How the gambling industry is using AI to improve their own odds: https://www.techrepublic.com/article/how-machine-learning-is-skewing-the-odds-in-online-gambling/ Who was it said that gambling is a tax on people who are bad at maths?

10) Detecting driver impairment using AI: https://spectrum.ieee.org/driver-assistance-package

11) I used to get up at 4:30 a.m. to take my daughter to her swimming training sessions, then spend a full day at work-the lack of rest was not particularly pleasant: https://www.stuff.co.nz/national/health/127006684/while-we-were-sleeping-meet-nzs-early-birds-the-people-getting-up-hours-before-you

IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 5, Issue 6, December 2021

1) Deep COLA: A Deep COmpetitive Learning Algorithm for Future Home Energy Management Systems

Author(s): Ghulam Mohi-Ud-Din;Angelos K. Marnerides;Qi Shi;Chelsea Dobbins;Aine MacDermott

Pages: 860 - 870

2) Deep Learning Assisted Time-Frequency Processing for Speech Enhancement on Drones

Author(s): Lin Wang;Andrea Cavallaro

Pages: 871 - 881

3) Modelling Segmented Cardiotocography Time-Series Signals Using One-Dimensional Convolutional Neural Networks for the Early Detection of Abnormal Birth Outcomes

Author(s): Paul Fergus;Carl Chalmers;Casimiro Curbelo Montanez;Denis Reilly;Paulo Lisboa;Beth Pineles

Pages: 882 - 892

4) D-FRI-Honeypot: A Secure Sting Operation for Hacking the Hackers Using Dynamic Fuzzy Rule Interpolation

Author(s): Nitin Naik;Changjing Shang;Paul Jenkins;Qiang Shen

Pages: 893 - 907

5) A Novel Scalable Kernelized Fuzzy Clustering Algorithms Based on In-Memory Computation for Handling Big Data

Author(s): Preeti Jha;Aruna Tiwari;Neha Bharill;Milind Ratnaparkhe;Mukkamalla Mounika;Neha Nagendra

Pages: 908 - 919

6) Reconstructing Heterogeneous Networks via Compressive Sensing and Clustering

Author(s): Yichi Zhang;Chunhua Yang;Keke Huang;Marko Jusup;Zhen Wang;Xuelong Li

Pages: 920 - 930

7) Dynamic Node Embeddings From Edge Streams

Author(s): John Boaz Lee;Giang Nguyen;Ryan A. Rossi;Nesreen K. Ahmed;Eunyee Koh;Sungchul Kim

Pages: 931 - 946

8) A Bi-Population Cooperative Memetic Algorithm for Distributed Hybrid Flow-Shop Scheduling

Author(s): Jing-jing Wang;Ling Wang

Pages: 947 - 961

9) A Novel Supervised Control Strategy for Interconnected DFIG-Based Wind Turbine Systems: MiL Validations

Author(s): Hooman Mohammadi Moghadam;Meysam Gheisarnejad;Zahra Esfahani;Mohammad-Hassan Khooban

Pages: 962 - 971

IEEE Transactions on Neural Networks and Learning Systems, Volume 32, Issue 10, October 2021

1) PM2.5 Monitoring: Use Information Abundance Measurement and Wide and Deep Learning

Author(s): Ke Gu; Hongyan Liu; Zhifang Xia; Junfei Qiao; Weisi Lin; Daniel Thalmann

Pages: 4278 - 4290

2) Attention in Natural Language Processing

Author(s): Andrea Galassi; Marco Lippi; Paolo Torroni

Pages: 4291 - 4308

3) Open Set Domain Adaptation: Theoretical Bound and Algorithm

Author(s): Zhen Fang; Jie Lu; Feng Liu; Junyu Xuan; Guangquan Zhang

Pages: 4309 - 4322

4) Distributed Min–Max Learning Scheme for Neural Networks With Applications to High-Dimensional Classification

Author(s): Krishnan Raghavan; Shweta Garg; Sarangapani Jagannathan; V. A. Samaranayake

Pages: 4323 - 4333

5) Off-Policy Reinforcement Learning for Tracking in Continuous-Time Systems on Two Time Scales

Author(s): Wenqian Xue; Jialu Fan; Victor G. Lopez; Yi Jiang; Tianyou Chai; Frank L. Lewis

Pages: 4334 - 4346

6) Adaptive Developmental Resonance Network

Author(s): Gyeong-Moon Park; Jong-Hwan Kim

Pages: 4347 - 4361

7) Rich Visual Knowledge-Based Augmentation Network for Visual Question Answering

Author(s): Liyang Zhang; Shuaicheng Liu; Donghao Liu; Pengpeng Zeng; Xiangpeng Li; Jingkuan Song; Lianli Gao

Pages: 4362 - 4373

8) Accelerated Proximal Subsampled Newton Method

Author(s): Haishan Ye; Luo Luo; Zhihua Zhang

Pages: 4374 - 4388

9) Bayesian Cycle-Consistent Generative Adversarial Networks via Marginalizing Latent Sampling

Author(s): Haoran You; Yu Cheng; Tianheng Cheng; Chunliang Li; Pan Zhou

Pages: 4389 - 4403

10) Analogy-Detail Networks for Object Recognition

Author(s): Xiaoyu Tao; Xiaopeng Hong; Weiwei Shi; Xinyuan Chang; Yihong Gong

Pages: 4404 - 4418

11) An Effective Hybrid Learning Model for Real-Time Event Summarization

Author(s): Min Yang; Qiang Qu; Ying Shen; Zhou Zhao; Xiaojun Chen; Chengming Li

Pages: 4419 - 4431

12) Synchronous Fault-Tolerant Near-Optimal Control for Discrete-Time Nonlinear PE Game

Author(s): Yuan Yuan; Peng Zhang; Xuelong Li

Pages: 4432 - 4444

13) Online Learning With Adaptive Rebalancing in Nonstationary Environments

Author(s): Kleanthis Malialis; Christos G. Panayiotou; Marios M. Polycarpou

Pages: 4445 - 4459

14) IAUnet: Global Context-Aware Feature Learning for Person Reidentification

Author(s): Ruibing Hou; Bingpeng Ma; Hong Chang; Xinqian Gu; Shiguang Shan; Xilin Chen

Pages: 4460 - 4474

15) Antidecay LSTM for Siamese Tracking With Adversarial Learning

Author(s): Fei Zhao; Ting Zhang; Yi Wu; Ming Tang; Jinqiao Wang

Pages: 4475 - 4489

16) Terminal Sliding Mode Control of MEMS Gyroscopes With Finite-Time Learning

Author(s): Yuyan Guo; Bin Xu; Rui Zhang

Pages: 4490 - 4498

17) EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression

Author(s): Xiaofeng Ruan; Yufan Liu; Chunfeng Yuan; Bing Li; Weiming Hu; Yangxi Li; Stephen Maybank

Pages: 4499 - 4513

18) Inductive Structure Consistent Hashing via Flexible Semantic Calibration

Author(s): Zheng Zhang; Luyao Liu; Yadan Luo; Zi Huang; Fumin Shen; Heng Tao Shen; Guangming Lu

Pages: 4514 - 4528

19) An Uplink Communication-Efficient Approach to Featurewise Distributed Sparse Optimization With Differential Privacy

Author(s): Jian Lou; Yiu-ming Cheung

Pages: 4529 - 4543

20) Optimal Impulsive Control Using Adaptive Dynamic Programming and its Application in Spacecraft Rendezvous

Author(s): Ali Heydari

Pages: 4544 - 4552

21) Robot Motor Skill Transfer With Alternate Learning in Two Spaces

Author(s): Jian Fu; Xiang Teng; Ce Cao; Zhaojie Ju; Ping Lou

Pages: 4553 - 4564

22) Disturbance-Aware Neuro-Optimal System Control Using Generative Adversarial Control Networks

Author(s): Kai-Fung Chu; Albert Y. S. Lam; Chenchen Fan; Victor O. K. Li

Pages: 4565 - 4576

23) Robust Formation Control for Cooperative Underactuated Quadrotors via Reinforcement Learning

Author(s): Wanbing Zhao; Hao Liu; Frank L. Lewis

Pages: 4577 - 4587

24) Self-Organizing Nebulous Growths for Robust and Incremental Data Visualization

Author(s): Damith A. Senanayake; Wei Wang; Shalin H. Naik; Saman Halgamuge

Pages: 4588 - 4602

25) Modeling and Control of Hybrid 3-D Gaits of Snake-Like Robots

Author(s): Zhengcai Cao; Dong Zhang; MengChu Zhou

Pages: 4603 - 4612

26) Nonergodic Complexity of Proximal Inertial Gradient Descents

Author(s): Tao Sun; Linbo Qiao; Dongsheng Li

Pages: 4613 - 4626

27) A Minibatch Proximal Stochastic Recursive Gradient Algorithm Using a Trust-Region-Like Scheme and Barzilai–Borwein Stepsizes

Author(s): Tengteng Yu; Xin-Wei Liu; Yu-Hong Dai; Jie Sun

Pages: 4627 - 4638

28) Learning Automata-Based Multiagent Reinforcement Learning for Optimization of Cooperative Tasks

Author(s): Zhen Zhang; Dongqing Wang; Junwei Gao

Pages: 4639 - 4652

29) Bearing-Based Adaptive Neural Formation Scaling Control for Autonomous Surface Vehicles With Uncertainties and Input Saturation

Author(s): Yu Lu; Changyun Wen; Tielong Shen; Weidong Zhang

Pages: 4653 - 4664

30) Explainable Uncertainty-Aware Convolutional Recurrent Neural Network for Irregular Medical Time Series

Author(s): Qingxiong Tan; Mang Ye; Andy Jinhua Ma; Baoyao Yang; Terry Cheuk-Fung Yip; Grace Lai-Hung Wong; Pong C. Yuen

Pages: 4665 - 4679

31) Model-Driven Architecture of Extreme Learning Machine to Extract Power Flow Features

Author(s): Qian Gao; Zhifang Yang; Juan Yu; Wei Dai; Xingyu Lei; Bo Tang; Kaigui Xie; Wenyuan Li

Pages: 4680 - 4690

32) Feature Interaction for Streaming Feature Selection

Author(s): Peng Zhou; Peipei Li; Shu Zhao; Xindong Wu

Pages: 4691 - 4702

33) Neural-Network-Based Adaptive DSC Design for Switched Fractional-Order Nonlinear Systems

Author(s): Shuai Sui; C. L. Philip Chen; Shaocheng Tong

Pages: 4703 - 4712

34) Spatiotemporal Behind-the-Meter Load and PV Power Forecasting via Deep Graph Dictionary Learning

Author(s): Mahdi Khodayar; Guangyi Liu; Jianhui Wang; Okyay Kaynak; Mohammad E. Khodayar

Pages: 4713 - 4727

35) Synaptic Weight Evolution and Charge Trapping Mechanisms in a Synaptic Pass-Transistor Operation With a Direct Potential Output

Author(s): Yeonsu Kang; Jiung Jang; Danyoung Cha; Sungsik Lee

Pages: 4728 - 4741

36) Class-Variant Margin Normalized Softmax Loss for Deep Face Recognition

Author(s): Wanping Zhang; Yongru Chen; Wenming Yang; Guijin Wang; Jing-Hao Xue; Qingmin Liao

Pages: 4742 - 4747

37) Gated Value Network for Multilabel Classification

Author(s): Yimin Hou; Sen Wan; Feng Bao; Zhiquan Ren; Yunfeng Dong; Qionghai Dai; Yue Deng

Pages: 4748 - 4754

38) Adaptive Propagation Graph Convolutional Network

Author(s): Indro Spinelli; Simone Scardapane; Aurelio Uncini

Pages: 4755 - 4760

39) Event-Driven Synchronization of Switched Complex Networks: A Reachable-Set-Based Design

Author(s): Hong Sang; Jun Zhao

Pages: 4761 - 4768