IEEE Transaction on Fuzzy Systems, Volume 30, Issue 2, February 2022

1) Granulized Z-VIKOR Model for Failure Mode and Effect Analysis

Author(s): Ashish Garg;Souvik Das;Jhareswar Maiti;Sankar K Pal

Pages: 297 - 309

2) Adaptive Fuzzy Consensus Tracking Control for Uncertain Fractional-Order Multiagent Systems With Event-Triggered Input

Author(s): Liqi Wang;Jiuxiang Dong

Pages: 310 - 320

3) Multiple Delay-Dependent Robust H∞ Finite-Time Filtering for Uncertain Itô Stochastic Takagi–Sugeno Fuzzy Semi-Markovian Jump Systems With State Constraints

Author(s): Shaoxin Sun;Huaguang Zhang;Juan Zhang;Longfei Yu;Jiayue Sun

Pages: 321 - 331

4) An Improved Intuitionistic Fuzzy C-Means for Ship Segmentation in Infrared Images

Author(s): Fan Yang;Zhaoying Liu;Xiangzhi Bai;Yuxuan Zhang

Pages: 332 - 344

5) How to Vary the Input Space of a T–S Fuzzy Model: A TP Model Transformation-Based Approach

Author(s): Péter Baranyi

Pages: 345 - 356

6) Interval-Valued Intuitionistic Fuzzy Soft Sets Based Decision-Making and Parameter Reduction

Author(s): Xiuqin Ma;Hongwu Qin;Jemal H. Abawajy

Pages: 357 - 369

7) Disjunctive Fuzzy Neural Networks: A New Splitting-Based Approach to Designing a T–S Fuzzy Model

Author(s): Ning Wang;Witold Pedrycz;Wen Yao;Xiaoqian Chen;Yong Zhao

Pages: 370 - 381

8) Robust H∞-Based Control for Uncertain Stochastic Fuzzy Switched Time-Delay Systems via Integral Sliding Mode Strategy

Author(s): Huabin Chen;Cheng-Chew Lim;Peng Shi

Pages: 382 - 396

9) Estimation of Domain of Attraction for Discrete-Time Positive Interval Type-2 Polynomial Fuzzy Systems With Input Saturation

Author(s): Meng Han;H. K. Lam;Fucai Liu;Yinggan Tang;Hongying Zhou

Pages: 397 - 411

10) Topology Learning-Based Fuzzy Random Neural Networks for Streaming Data Regression

Author(s): Hang Yu;Jie Lu;Guangquan Zhang

Pages: 412 - 425

11) On Detectabilities of Fuzzy Discrete Event Systems

Author(s): Ahmed O. Mekki;Feng Lin;Hao Ying

Pages: 426 - 436

12) Approximate Bisimulations for Fuzzy Automata Over Complete Heyting Algebras

Author(s): Stefan Stanimirović;Ivana Micić;Miroslav Ćirić

Pages: 437 - 447

13) On α-Cross-Migrativity of Overlap (0-Overlap) Functions

Author(s): Junsheng Qiao;Bin Zhao

Pages: 448 - 461

14) T–S Fuzzy Sampled-Data Control for Nonlinear Systems With Actuator Faults and Its Application to Wind Energy System

Author(s): Velmurugan Gandhi;Young Hoon Joo

Pages: 462 - 474

15) Robust Hierarchical Adaptive Fuzzy Relative Motion Coordination for Feature Points of Two Rigid Bodies With Input and Output Constraints

Author(s): Liang Sun;Jingjing Jiang

Pages: 475 - 485

16) Analysis of Acceptably Multiplicative Consistency and Consensus for Incomplete Interval-Valued Intuitionistic Fuzzy Preference Relations

Author(s): Zhiming Zhang;Witold Pedrycz

Pages: 486 - 499

17) Transfer Collaborative Fuzzy Clustering in Distributed Peer-to-Peer Networks

Author(s): Bozhan Dang;Yingxu Wang;Jin Zhou;Rongrong Wang;Long Chen;C. L. Philip Chen;Tong Zhang;Shiyuan Han;Lin Wang;Yuehui Chen

Pages: 500 - 514

18) Observer-Based Composite Adaptive Type-2 Fuzzy Control for PEMFC Air Supply Systems

Author(s): Yongfu Wang;Yunlong Wang;Dianhui Wang;Tianyou Chai

Pages: 515 - 529

19) Fuzzy-Model-Based Control for Singularly Perturbed Systems With Nonhomogeneous Markov Switching: A Dropout Compensation Strategy

Author(s): Jun Cheng;Wentao Huang;Hak-Keung Lam;Jinde Cao;Yinghui Zhang

Pages: 530 - 541

20) Fuzzy Tracking Control for Markov Jump Systems With Mismatched Faults by Iterative Proportional–Integral Observers

Author(s): Mouquan Shen;Yongsheng Ma;Ju H. Park;Qing-Guo Wang

Pages: 542 - 554

21) TS Fuzzy Observer-Based Controller Design for a Class of Discrete-Time Nonlinear Systems

Author(s): Zoltán Nagy;Zsófia Lendek;Lucian Buşoniu

Pages: 555 - 566

22) Fuzzy Adaptive Fixed-Time Consensus Tracking Control of High-Order Multiagent Systems

Author(s): Lili Zhang;Bing Chen;Chong Lin;Yun Shang

Pages: 567 - 578

23) Optimal Observer-Based Fault Detection and Estimation Approaches for T–S Fuzzy Systems

Author(s): Linlin Li;Steven X. Ding;Xin Peng

Pages: 579 - 590

24) Fuzzy Resilient H∞ Filter Design for Continuous-Time Nonlinear Systems

Author(s): Xiao-Heng Chang;Jia-Sheng Song;Xudong Zhao

Pages: 591 - 596

IEEE Transactions on Neural Networks and Learning Systems, Volume 33, Issue 1, January 2022

1) Deep Radiomic Analysis for Predicting Coronavirus Disease 2019 in Computerized Tomography and X-Ray Images

Author(s): Ahmad Chaddad;Lama Hassan;Christian Desrosiers

Pages: 3 - 11

2) Focus, Fusion, and Rectify: Context-Aware Learning for COVID-19 Lung Infection Segmentation

Author(s): Ruxin Wang;Chaojie Ji;Yuxiao Zhang;Ye Li

Pages: 12 - 24

3) Finite-Time H∞ State Estimation for Two-Time-Scale Complex Networks Under Stochastic Communication Protocol

Author(s): Xiongbo Wan;Yongzhi Li;Yuqing Li;Min Wu

Pages: 25 - 36

4) Two-Timescale Multilayer Recurrent Neural Networks for Nonlinear Programming

Author(s): Jiasen Wang;Jun Wang

Pages: 37 - 47

5) Learning Tracking Over Unknown Fading Channels Based on Iterative Estimation

Author(s): Dong Shen;Xinghuo Yu

Pages: 48 - 60

6) Prescribed Performance Quantized Tracking Control for a Class of Delayed Switched Nonlinear Systems With Actuator Hysteresis Using a Filter-Connected Switched Hysteretic Quantizer

Author(s): Sara Kamali;Seyyed Mostafa Tabatabaei;Mohammad Mehdi Arefi;Shen Yin

Pages: 61 - 74

7) Semisupervised Classification With Novel Graph Construction for High-Dimensional Data

Author(s): Zhiwen Yu;Fengxu Ye;Kaixiang Yang;Wenming Cao;C. L. Philip Chen;Lianglun Cheng;Jane You;Hau-San Wong

Pages: 75 - 88

8) Sparse Count Data Clustering Using an Exponential Approximation to Generalized Dirichlet Multinomial Distributions

Author(s): Nuha Zamzami;Nizar Bouguila

Pages: 89 - 102

9) Scalable and Parallel Deep Bayesian Optimization on Attributed Graphs

Author(s): Jiaxu Cui;Bo Yang;Bingyi Sun;Xia Hu;Jiming Liu

Pages: 103 - 116

10) Configurable Graph Reasoning for Visual Relationship Detection

Author(s): Yi Zhu;Xiwen Liang;Bingqian Lin;Qixiang Ye;Jianbin Jiao;Liang Lin;Xiaodan Liang

Pages: 117 - 129

11) Learning Robust Discriminant Subspace Based on Joint L₂,ₚ- and L₂,ₛ-Norm Distance Metrics

Author(s): Liyong Fu;Zechao Li;Qiaolin Ye;Hang Yin;Qingwang Liu;Xiaobo Chen;Xijian Fan;Wankou Yang;Guowei Yang

Pages: 130 - 144

12) Simple and Effective: Spatial Rescaling for Person Reidentification

Author(s): Haoran Wang;Licheng Jiao;Shuyuan Yang;Lingling Li;Zexin Wang

Pages: 145 - 156

13) Finite-Horizon Optimal Control of Boolean Control Networks: A Unified Graph-Theoretical Approach

Author(s): Shuhua Gao;Changkai Sun;Cheng Xiang;Kairong Qin;Tong Heng Lee

Pages: 157 - 171

14) Improving Speech Emotion Recognition With Adversarial Data Augmentation Network

Author(s): Lu Yi;Man-Wai Mak

Pages: 172 - 184

15) Generalized Embedding Regression: A Framework for Supervised Feature Extraction

Author(s): Jianglin Lu;Zhihui Lai;Hailing Wang;Yudong Chen;Jie Zhou;Linlin Shen

Pages: 185 - 199

16) Deep LSAC for Fine-Grained Recognition

Author(s): Di Lin;Yi Wang;Lingyu Liang;Ping Li;C. L. Philip Chen

Pages: 200 - 214

17) Shattering Distribution for Active Learning

Author(s): Xiaofeng Cao;Ivor W. Tsang

Pages: 215 - 228

18) Realization of Spatial Sparseness by Deep ReLU Nets With Massive Data

Author(s): Charles K. Chui;Shao-Bo Lin;Bo Zhang;Ding-Xuan Zhou

Pages: 229 - 243

19) Disentangled Representation Learning for Multiple Attributes Preserving Face Deidentification

Author(s): Maoguo Gong;Jialu Liu;Hao Li;Yu Xie;Zedong Tang

Pages: 244 - 256

20) Deep Neural Network Self-Distillation Exploiting Data Representation Invariance

Author(s): Ting-Bing Xu;Cheng-Lin Liu

Pages: 257 - 269

21) Adaptive Interleaved Reinforcement Learning: Robust Stability of Affine Nonlinear Systems With Unknown Uncertainty

Author(s): Jinna Li;Jinliang Ding;Tianyou Chai;Frank L. Lewis;Sarangapani Jagannathan

Pages: 270 - 280

22) Anomaly Detection Based on Zero-Shot Outlier Synthesis and Hierarchical Feature Distillation

Author(s): Adín Ramírez Rivera;Adil Khan;Imad Eddine Ibrahim Bekkouch;Taimoor Shakeel Sheikh

Pages: 281 - 291

23) An R-Convolution Graph Kernel Based on Fast Discrete-Time Quantum Walk

Author(s): Yi Zhang;Lulu Wang;Richard C. Wilson;Kai Liu

Pages: 292 - 303

24) Flexible Cross-Modal Hashing

Author(s): Guoxian Yu;Xuanwu Liu;Jun Wang;Carlotta Domeniconi;Xiangliang Zhang

Pages: 304 - 314

25) Topic-Based Instance and Feature Selection in Multilabel Classification

Author(s): Jianghong Ma;Tommy W. S. Chow

Pages: 315 - 329

26) Two-Phase Switching Optimization Strategy in Deep Neural Networks

Author(s): Hong Hui Tan;King Hann Lim

Pages: 330 - 339

27) Clustering Analysis via Deep Generative Models With Mixture Models

Author(s): Lin Yang;Wentao Fan;Nizar Bouguila

Pages: 340 - 350

28) Block Sparse Variational Bayes Regression Using Matrix Variate Distributions With Application to SSVEP Detection

Author(s): Shruti Sharma;Santanu Chaudhury;Jayadeva

Pages: 351 - 365

29) Knowledge Transfer via Decomposing Essential Information in Convolutional Neural Networks

Author(s): Seunghyun Lee;Byung Cheol Song

Pages: 366 - 377

30) Dual-Path Deep Fusion Network for Face Image Hallucination

Author(s): Kui Jiang;Zhongyuan Wang;Peng Yi;Tao Lu;Junjun Jiang;Zixiang Xiong

Pages: 378 - 391

31) An Evolutionary Orthogonal Component Analysis Method for Incremental Dimensionality Reduction

Author(s): Tianyue Zhang;Furao Shen;Tao Zhu;Jian Zhao

Pages: 392 - 405

32) A New Looped Functional to Synchronize Neural Networks With Sampled-Data Control

Author(s): Hong-Bing Zeng;Zheng-Liang Zhai;Huaicheng Yan;Wei Wang

Pages: 406 - 415

33) CRPN-SFNet: A High-Performance Object Detector on Large-Scale Remote Sensing Images

Author(s): Qifeng Lin;Jianhui Zhao;Gang Fu;Zhiyong Yuan

Pages: 416 - 429

34) A Feature-Enriched Deep Convolutional Neural Network for JPEG Image Compression Artifacts Reduction and its Applications

Author(s): Honggang Chen;Xiaohai He;Hong Yang;Linbo Qing;Qizhi Teng

Pages: 430 - 444

35) Efficient Learning Control of Uncertain Fractional-Order Chaotic Systems With Disturbance

Author(s): Xia Wang;Bin Xu;Peng Shi;Shuai Li

Pages: 445 - 450

Soft Computing, Volume 26, issue 3, February 2022

1) Solution of matrix games with payoffs of single-valued trapezoidal neutrosophic numbers

Author(s): Mijanur Rahaman Seikh, Shibaji Dutta

Pages: 921 - 936

2) Crank–Nicolson method for solving uncertain heat equation

Author(s): Jin LiuYifei Hao

Pages: 937 - 945

3) STFTSM: noise reduction using soft threshold-based fuzzy trimmed switch median filter

Author(s): V. Juliet Rani, K. K. Thanammal

Pages: 947 - 960

4) Cross-chain exchange by transaction dependence with conditional transaction method

Author(s): Hong Su, Bing Guo...Xinhua Suo

Pages: 961 - 976

5) Redefining preliminaries of dominance-based rough set approach

Author(s): Faryal Nosheen, Usman Qamar, Muhammad Summair Raza

Pages: 977 - 1002

6) A novel deep transfer learning models for recognition of birds sounds in different environment

Author(s): Yogesh Kumar, Surbhi Gupta, Williamjeet Singh

Pages: 1003 - 1023

7) On the complete convergence for uncertain random variables

Author(s): Yuncai Yu, Xinsheng Liu...Zhifu Jia

Pages: 1025 - 1031

8) Modeling and analysis of unsteady second-grade nanofluid flow subject to mixed convection and thermal radiation

Author(s): S. Z. Abbas, M. Waqas...W. A. Khan

Pages: 1033 - 1042

9) Adaptively local consistent concept factorization for multi-view clustering

Author(s): Mei LuLi Zhang, Fanzhang Li

Pages: 1043 - 1055

10) MicroNet: microaneurysm detection in retinal fundus images using convolutional neural network

Author(s): R Murugan, Parthapratim Roy

Pages: 1057 - 1066

11) Incremental method of generating decision implication canonical basis

Author(s): Shaoxia Zhang, Deyu Li, Yanhui Zhai

Pages: 1067 - 1083

12) Pseudo-EQ-algebras

Author(s): Xiao Long Xin

Pages: 1085 - 1099

13) Generalization and ranking of fuzzy numbers by relative preference relation

Author(s): Kavitha Koppula, Babushri Srinivas Kedukodi, Syam Prasad Kuncham

Pages: 1101 - 1122

14) Deep learning for single-lead ECG beat arrhythmia-type detection using novel iris spectrogram representation

Author(s): Ali Mohammad Alqudah, Amin Alqudah

Pages: 1123 - 1139

15) Importance-SMOTE: a synthetic minority oversampling method for noisy imbalanced data

Author(s): Jie Liu

Pages: 1141 - 1163

16) A classification method in machine learning based on soft decision-making via fuzzy parameterized fuzzy soft matrices

Author(s): Samet Memiş, Serdar Enginoğlu, Uğur Erkan

Pages: 1165 - 1180

17) Training data augmentation using generative models with statistical guarantees for materials informatics

Author(s): Hiroshi Ohno

Pages: 1181 - 1196

18) Stacking regularization in analogy-based software effort estimation

Author(s): Anupama Kaushik, Prabhjot Kaur...Priyanka

Pages: 1197 - 1216

19) Graph autoencoder for directed weighted network

Author(s): Yang Ma, Yan Li...Zhong Liu

Pages: 1217 - 1230

20) Dilated CNN for abnormality detection in wireless capsule endoscopy images

Author(s): Nidhi Goel, Samarjeet Kaur...S. J. Mahapatra

Pages: 1231 - 1247

21) Kernel-based data transformation model for nonlinear classification of symbolic data

Author(s): Xuanhui Yan, Lifei Chen, Gongde Guo

Pages: 1249 - 1259

22) An application of extended NSGA-II in interval valued multi-objective scheduling problem of crews

Author(s): Tanmoy Banerjee, Amiya Biswas...Asoke Kumar Bhunia

Pages: 1261 - 1278

23) Hunter–prey optimization: algorithm and applications

Author(s): Iraj Naruei, Farshid Keynia, Amir Sabbagh Molahosseini

Pages: 1279 - 1314

24) Unbalanced budget distribution for automatic algorithm configuration

Author(s): Soheila Ghambari, Hojjat Rakhshani...Lhassane Idoumghar

Pages: 1315 - 1330

25) PPO: a new nature-inspired metaheuristic algorithm based on predation for optimization

Author(s): Behnam Mohammad Hasani Zade, Najme Mansouri

Pages: 1331 - 1402

26) Construction facilities location selection for urban linear infrastructure maintenance projects using uniform cost search method

Author(s): Amr G. Mansour, Mohamed S. Eid, Emad E. Elbeltagi

Pages: 1403 - 1415

27) A sustainable closed loop supply chain design problem in intuitionistic fuzzy environment for dairy products

Author(s): Mahmoud Behzadianfar, Alireza Eydi, Mahmoud Shahrokhi

Pages: 1417 - 1435

28) Minimizing the total completion time on a multi-machine FMS using flower pollination algorithm

Author(s): N. Sivarami Reddy, D. V. Ramamurthy...K. Prahlada Rao

Pages: 1437 - 1458

29) Design and implementation of an intelligent multi-input multi-output Sugeno fuzzy logic controller for managing energy resources in a hybrid renewable energy power system based on Arduino boards

Author(s): Mehdi Zangeneh, Ebrahim Aghajari, Mehdi Forouzanfar

Pages: 1459 - 1473

30) Intelligent bearing fault diagnosis using swarm decomposition method and new hybrid particle swarm optimization algorithm

Author(s): Saeed Nezamivand Chegini, Pouriya Amini...Illia Amirmostofian

Pages: 1475 - 1497

31) RETRACTED ARTICLE: A user preference tree based personalized route recommendation system for constraint tourism and travel

Author(s): U. Kanimozhi, Ganapathy Sannasi...Kannan Arputharaj

Pages: 1499 - 1499

IEEE Transactions on Artificial Intelligence, Volume 3, Issue 1, February 2022

1) AutoFac: The Perpetual Robot Machine

Author(s): Geoff Nitschke;David Howard

Pages: 2 - 10

2) Kolmogorov–Smirnov Test-Based Actively-Adaptive Thompson Sampling for Non-Stationary Bandits

Author(s): Gourab Ghatak;Hardhik Mohanty;Aniq Ur Rahman

Pages: 11 - 19

3) Playing Against Deep-Neural-Network-Based Object Detectors: A Novel Bidirectional Adversarial Attack Approach

Author(s): Xiang Li;Yuchen Jiang;Chenglin Liu;Shaochong Liu;Hao Luo;Shen Yin

Pages: 20 - 28

4) Bipartite Cooperative Coevolution for Energy-Aware Coverage Path Planning of UAVs

Author(s): Xian-Xin Shao;Yue-Jiao Gong;Zhi-Hui Zhan;Jun Zhang

Pages: 29 - 42

5) Domain Adaptation and Autoencoder-Based Unsupervised Speech Enhancement

Author(s): Yi Li;Yang Sun;Kirill Horoshenkov;Syed Mohsen Naqvi

Pages: 43 - 52

6) Performance Assessment of Fuzzy Logic Control Approach for MR-Damper Based-Transfemoral Prosthetic Leg

Author(s): Richa Sharma;Prerna Gaur;Shaurya Bhatt;Deepak Joshi

Pages: 53 - 66

7) New Artificial Intelligence Approach to Inclination Measurement Based on MEMS Accelerometer

Author(s): Minh Long Hoang;Antonio Pietrosanto

Pages: 67 - 77

8) MLRP-KG: Mine Landslide Risk Prediction Based on Knowledge Graph

Author(s): Lianbo Ma;Jingwei Wang;Jian Cheng;Xingwei Wang;Wancheng Zhu

Pages: 78 - 87

IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 6, Issue 1, February 2022

1) Guest Editorial: Computational Intelligence for Human-in-the-Loop Cyber Physical Systems

Author(s): Alireza Jolfaei;Muhammad Usman;Manuel Roveri;Michael Sheng;Marimuthu Palaniswami;Krishna Kant

Pages: 2 - 5

2) Human-in-the-Loop-Aided Privacy-Preserving Scheme for Smart Healthcare

Author(s): Tianqi Zhou;Jian Shen;Debiao He;Pandi Vijayakumar;Neeraj Kumar

Pages: 6 - 15

3) Security and Privacy in Shared HitLCPS Using a GA-Based Multiple-Threshold Sanitization Model

Author(s): Jimmy Ming-Tai Wu;Gautam Srivastava;Alireza Jolfaei;Matin Pirouz;Jerry Chun-Wei Lin

Pages: 16 - 25

4) Optimization of Infectious Disease Prevention and Control Policies Using Artificial Life

Author(s): Khalil Al Handawi;Michael Kokkolaras

Pages: 26 - 40

5) Machine Learning-Backed Planning of Rapid COVID-19 Tests With Autonomous Vehicles With Zero-Day Considerations

Author(s): Murat Simsek;Burak Kantarci;Azzedine Boukerche;Shahzad Khan

Pages: 41 - 52

6) S-DIGing: A Stochastic Gradient Tracking Algorithm for Distributed Optimization

Author(s): Huaqing Li;Lifeng Zheng;Zheng Wang;Yu Yan;Liping Feng;Jing Guo

Pages: 53 - 65

7) Collaborative Learning-Based Industrial IoT API Recommendation for Software-Defined Devices: The Implicit Knowledge Discovery Perspective

Author(s): Honghao Gao;Xi Qin;Ramón J. Durán Barroso;Walayat Hussain;Yueshen Xu;Yuyu Yin

Pages: 66 - 76

8) Robustness Estimation and Optimisation for Semantic Web Service Composition With Stochastic Service Failures

Author(s): Chen Wang;Hui Ma;Gang Chen;Sven Hartmann;Jürgen Branke

Pages: 77 - 92

9) Estimating Depth and Global Atmospheric Light for Image Dehazing Using Type-2 Fuzzy Approach

Author(s): Teena Sharma;Nishchal K. Verma

Pages: 93 - 102

10) On Robust Grouping Active Learning

Author(s): Changsheng Li;Chen Yang;Lingyan Liang;Ye Yuan;Guoren Wang

Pages: 103 - 112

11) Detecting Disorders of Consciousness in Brain Injuries From EEG Connectivity Through Machine Learning

Author(s): Fang Wang;Yu-Chu Tian;Xueying Zhang;Fengyun Hu

Pages: 113 - 123

12) A Deep Unsupervised Feature Learning Spiking Neural Network With Binarized Classification Layers for the EMNIST Classification

Author(s): Ruthvik Vaila;John Chiasson;Vishal Saxena

Pages: 124 - 135

13) SNEGAN: Signed Network Embedding by Using Generative Adversarial Nets

Author(s): Lijia Ma;Yuchun Ma;Qiuzhen Lin;Junkai Ji;Carlos A. Coello Coello;Maoguo Gong

Pages: 136 - 149

14) A Natural Scene Recognition Learning Based on Label Correlation

Author(s): Ying Ma;Yunjie Lei;Tian Wang

Pages: 150 - 158

15) An End-to-End Network for Image De-Hazing and Beyond

Author(s): Akshay Dudhane;Prashant W. Patil;Subrahmanyam Murala

Pages: 159 - 170

16) Granulated RCNN and Multi-Class Deep SORT for Multi-Object Detection and Tracking

Author(s): Anima Pramanik;Sankar K. Pal;J. Maiti;Pabitra Mitra

Pages: 171 - 181

17) Auxiliary Learning for Relation Extraction

Author(s): Shengfei Lyu;Jin Cheng;Xingyu Wu;Lizhen Cui;Huanhuan Chen;Chunyan Miao

Pages: 182 - 191

18) Non-Negative Sparse PCA: An Intelligible Exact Approach

Author(s): Ioannis Tsingalis;Constantine Kotropoulos;Anastasios Drosou;Dimitrios Tzovaras

Pages: 192 - 204

19) Resilient and Sustainable Tie-Line Bias Control for a Power System in Uncertain Environments

Author(s): Iroshani Jayawardene;Ganesh Kumar Venayagamoorthy;Xingsi Zhong

Pages: 205 - 219

20) Asset Picking Based on a Markov Chain Modeling the Asset Performance

Author(s): Jean-Marc Le Caillec

Pages: 220 - 229

IEEE Transactions on Fuzzy Systems, Volume 29, Number 12, December 2021

1) Guest Editorial: Fuzzy Systems Toward Human-Explainable Artificial Intelligence and Their Applications

Author(s): Zehong Cao;Chin-Teng Lin;Yong Deng;Gerhard-Wilhelm Weber

Pages: 3577 - 3578

2) Critical Thinking About Explainable AI (XAI) for Rule-Based Fuzzy Systems

Author(s): Jerry M. Mendel;Piero P. Bonissone

Pages: 3579 - 3593

3) Hand Palm Tracking in Monocular Images by Fuzzy Rule-Based Fusion of Explainable Fuzzy Features With Robot Imitation Application

Author(s): Chia-Feng Juang;Chia-Wei Chang;Tzu-Hsien Hung

Pages: 3594 - 3606

4) Evidential Reasoning With Hesitant Fuzzy Belief Structures for Human Activity Recognition

Author(s): Yilin Dong;Xinde Li;Jean Dezert;Rigui Zhou;Changming Zhu;Lai Wei;Shuzhi Sam Ge

Pages: 3607 - 3619

5) Explainable Fuzzy Utility Mining on Sequences

Author(s): Wensheng Gan;Zilin Du;Weiping Ding;Chunkai Zhang;Han-Chieh Chao

Pages: 3620 - 3634

6) An Accelerator for Rule Induction in Fuzzy Rough Theory

Author(s): Suyun Zhao;Zhigang Dai;Xizhao Wang;Peng Ni;Hengheng Luo;Hong Chen;Cuiping Li

Pages: 3635 - 3649

7) Fuzzy Detection System for Rumors Through Explainable Adaptive Learning

Author(s): Zhiwei Guo;Keping Yu;Alireza Jolfaei;Ali Kashif Bashir;Alaa Omran Almagrabi;Neeraj Kumar

Pages: 3650 - 3664

8) A Many-Objective Multistage Optimization-Based Fuzzy Decision-Making Model for Coal Production Prediction

Author(s): Xingjuan Cai;Jiangjiang Zhang;Zhenhu Ning;Zhihua Cui;Jinjun Chen

Pages: 3665 - 3675

9) Interpretable Fuzzy Logic Control for Multirobot Coordination in a Cluttered Environment

Author(s): Yu-Cheng Chang;Ye Shi;Anna Dostovalova;Zehong Cao;Jijoong Kim;Daniel Gibbons;Chin-Teng Lin

Pages: 3676 - 3685

10) Fuzzy Integrated Cell Formation and Production Scheduling Considering Automated Guided Vehicles and Human Factors

Author(s): Alireza Goli;Erfan Babaee Tirkolaee;Nadi Serhan Aydın

Pages: 3686 - 3695

11) CFN: A Complex-Valued Fuzzy Network for Sarcasm Detection in Conversations

Author(s): Yazhou Zhang;Yaochen Liu;Qiuchi Li;Prayag Tiwari;Benyou Wang;Yuhua Li;Hari Mohan Pandey;Peng Zhang;Dawei Song

Pages: 3696 - 3710

12) New Fixed-Time Stability Lemmas and Applications to the Discontinuous Fuzzy Inertial Neural Networks

Author(s): Fanchao Kong;Quanxin Zhu;Tingwen Huang

Pages: 3711 - 3722

13) Machine Learning With the Sugeno Integral: The Case of Binary Classification

Author(s): Sadegh Abbaszadeh;Eyke Hüllermeier

Pages: 3723 - 3733

14) Zonotopic Fault Detection for Fuzzy Systems With Event-Triggered Transmission

Author(s): Xudong Wang;Zhongyang Fei;Jianbin Qiu;Huijun Gao

Pages: 3734 - 3742

15) Regularized Regression With Fuzzy Membership Embedding for Unsupervised Feature Selection

Author(s): Rui Zhang;Xuelong Li

Pages: 3743 - 3753

16) Asynchronous Feedback Control for Delayed Fuzzy Degenerate Jump Systems Under Observer-Based Event-Driven Characteristic

Author(s): Guangming Zhuang;Wei Sun;Shun-Feng Su;Jianwei Xia

Pages: 3754 - 3768

17) Fixed-Time Adaptive Fuzzy Control for Uncertain Nonlinear Systems

Author(s): Kaixin Lu;Zhi Liu;Yaonan Wang;C. L. Philip Chen

Pages: 3769 - 3781

18) Deviation Analysis for the Max-Product Fuzzy Relation Inequalities

Author(s): Xiaopeng Yang

Pages: 3782 - 3793

19) Adaptive Fuzzy Risk-Sensitive Control for Stochastic Strict-Feedback Nonlinear Systems With Unknown Uncertainties

Author(s): Min Ma;Kangkang Sun;Tong Wang;Jianbin Qiu

Pages: 3794 - 3802

20) Adaptive Event-Triggered Control Design for Nonlinear Systems With Full State Constraints

Author(s): Xin Jin;Yuan-Xin Li;Shaocheng Tong

Pages: 3803 - 3811

21) Fuzzy Adaptive Event-Triggered Secure Control for Stochastic Nonlinear High-Order MASs Subject to DoS Attacks and Actuator Faults

Author(s): Xinfeng Shao;Dan Ye

Pages: 3812 - 3821

22) COLREGs-Constrained Adaptive Fuzzy Event-Triggered Control for Underactuated Surface Vessels With the Actuator Failures

Author(s): Jiqiang Li;Guoqing Zhang;Cheng Liu;Weidong Zhang

Pages: 3822 - 3832

23) Applications of Deep Learning and Fuzzy Systems to Detect Cancer Mortality in Next-Generation Genomic Data

Author(s): Cheng-Hong Yang;Sin-Hua Moi;Ming-Feng Hou;Li-Yeh Chuang;Yu-Da Lin

Pages: 3833 - 3844

24) A Development of Hierarchically Structured Granular Models Realized Through Allocation of Information Granularity

Author(s): Xiubin Zhu;Witold Pedrycz;Zhiwu Li

Pages: 3845 - 3858

25) Possibility-Based Robust Control for Fuzzy Mechanical Systems

Author(s): Hui Yin;Jin Huang;Ye-Hwa Chen

Pages: 3859 - 3872

26) An Explainable Fuzzy Theoretic Nonparametric Deep Model for Stress Assessment Using Heartbeat Intervals Analysis

Author(s): Mohit Kumar;Weiping Zhang;Matthias Weippert;Bernhard Freudenthaler

Pages: 3873 - 3886

27) G-Image Segmentation: Similarity-Preserving Fuzzy C-Means With Spatial Information Constraint in Wavelet Space

Author(s): Cong Wang;Witold Pedrycz;ZhiWu Li;MengChu Zhou;Shuzhi Sam Ge

Pages: 3887 - 3898

28) Finite-Time Control for Switched T–S Fuzzy Systems via a Dynamic Event-Triggered Mechanism

Author(s): Zhongyang Fei;Shuang Shi;Choon Ki Ahn;Michael V. Basin

Pages: 3899 - 3909

29) Residual-Sparse Fuzzy C-Means Clustering Incorporating Morphological Reconstruction and Wavelet Frame

Author(s): Cong Wang;Witold Pedrycz;ZhiWu Li;MengChu Zhou;Jun Zhao

Pages: 3910 - 3924

30) Fault-Tolerant Control for T-S Fuzzy Stochastic Singular Systems

Author(s): Rongchang Li;Ying Yang

Pages: 3925 - 3935

31) Prescribed Performance Consensus Fuzzy Control of Multiagent Systems With Nonaffine Nonlinear Faults

Author(s): Guowei Dong;Hongru Ren;Deyin Yao;Hongyi Li;Renquan Lu

Pages: 3936 - 3946

32) On the Monotonicity of Smooth Fuzzy Systems

Author(s): Ebrahim Navid Sadjadi

Pages: 3947 - 3952

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