IEEE Transactions on Evolutionary Computation, Volume 26, Issue 4

1) A Kernel-Based Indicator for Multi/Many-Objective Optimization

Author(s): Xinye Cai, Yushun Xiao, Zhenhua Li, Qi Sun, Hanchuan Xu, Miqing Li, Hisao Ishibuchi

Pages: 602 - 615

2) Clustering-Guided Particle Swarm Feature Selection Algorithm for High-Dimensional Imbalanced Data With Missing Values

Author(s): Yong Zhang, Yan-Hu Wang, Dun-Wei Gong, Xiao-Yan Sun

Pages: 616 - 630

3) An Ensemble Surrogate-Based Framework for Expensive Multiobjective Evolutionary Optimization

Author(s): Qiuzhen Lin, Xunfeng Wu, Lijia Ma, Jianqiang Li, Maoguo Gong, Carlos A. Coello Coello

Pages: 631 - 645

4) A Voting-Mechanism-Based Ensemble Framework for Constraint Handling Techniques

Author(s): Guohua Wu, Xupeng Wen, Ling Wang, Witold Pedrycz, Ponnuthurai Nagaratnam Suganthan

Pages: 646 - 660

5) Genetic Programming for Manifold Learning: Preserving Local Topology

Author(s): Andrew Lensen, Bing Xue, Mengjie Zhang

Pages: 661 - 675

6) Surrogate-Assisted Autoencoder-Embedded Evolutionary Optimization Algorithm to Solve High-Dimensional Expensive Problems

Author(s): Meiji Cui, Li Li, Mengchu Zhou, Abdullah Abusorrah

Pages: 676 - 68

7) An Online Prediction Approach Based on Incremental Support Vector Machine for Dynamic Multiobjective Optimization

Author(s): Dejun Xu, Min Jiang, Weizhen Hu, Shaozi Li, Renhu Pan, Gary G. Yen

Pages: 690 - 703

8) Region-Focused Memetic Algorithms With Smart Initialization for Real-World Large-Scale Waste Collection Problems

Author(s): Wenxing Lan, Ziyuan Ye, Peijun Ruan, Jialin Liu, Peng Yang, Xin Yao

Pages: 704 - 718

9) A Meta-Knowledge Transfer-Based Differential Evolution for Multitask Optimization

Author(s): Jian-Yu Li, Zhi-Hui Zhan, Kay Chen Tan, Jun Zhang

Pages: 719 - 734

10) An Evolutionary Forest for Regression

Author(s): Hengzhe Zhang, Aimin Zhou, Hu Zhang

Pages: 735 - 749

11) Fast Greedy Subset Selection From Large Candidate Solution Sets in Evolutionary Multiobjective Optimization

Author(s): Weiyu Chen, Hisao Ishibuchi, Ke Shang

Pages: 750 - 764

12) Genetic Programming With Knowledge Transfer and Guided Search for Uncertain Capacitated Arc Routing Problem

Author(s): Mazhar Ansari Ardeh, Yi Mei, Mengjie Zhang

Pages: 765 - 779

13) Surrogate-Assisted Differential Evolution With Region Division for Expensive Optimization Problems With Discontinuous Responses

Author(s): Yong Wang, Jianqing Lin, Jiao Liu, Guangyong Sun, Tong Pang

Pages: 780 - 792

14) Automating Genetic Algorithm Mutations for Molecules Using a Masked Language Model

Author(s): Andrew E. Blanchard, Mayanka Chandra Shekar, Shang Gao, John Gounley, Isaac Lyngaas, Jens Glaser, Debsindhu Bhowmik

Pages: 793 - 799

IEEE Transactions on Artificial Intelligence, Volume 3, Issue 4

1) Balanced Graph Cut With Exponential Inter-Cluster Compactness

Author(s): Danyang Wu, Feiping Nie, Jitao Lu, Rong Wang, Xuelong Li

Pages: 498 - 505

2) Efficient Temporal Piecewise-Linear Numeric Planning With Lazy Consistency Checking

Author(s): Josef Bajada, Maria Fox, Derek Long

Pages: 506 - 517

3) Ignorance is Bliss: Exploring Defenses Against Invariance-Based Attacks on Neural Machine Translation Systems

Author(s): Akshay Chaturvedi, Abhisek Chakrabarty, Masao Utiyama, Eiichiro Sumita, Utpal Garain

Pages: 518 - 525

4) ArcText: A Unified Text Approach to Describing Convolutional Neural Network Architectures

Author(s): Yanan Sun, Gary G. Yen, Bing Xue, Mengjie Zhang, Jiancheng Lv

Pages: 526 - 540

5) Histogram Layers for Texture Analysis

Author(s): Joshua Peeples, Weihuang Xu, Alina Zare

Pages: 541 - 552

6) Traded Control of Human–Machine Systems for Sequential Decision-Making Based on Reinforcement Learning

Author(s): Qianqian Zhang, Yu Kang, Yun-Bo Zhao, Pengfei Li, Shiyi You

Pages: 553 - 566

7) Potential Impacts of Smart Homes on Human Behavior: A Reinforcement Learning Approach

Author(s): Shashi Suman, Ali Etemad, Francois Rivest

Pages: 567 - 580

8) Multiadvisor Reinforcement Learning for Multiagent Multiobjective Smart Home Energy Control

Author(s): Andrew Tittaferrante, Abdulsalam Yassine

Pages: 581 - 594

9) On a Sparse Shortcut Topology of Artificial Neural Networks

Author(s): Feng-Lei Fan, Dayang Wang, Hengtao Guo, Qikui Zhu, Pingkun Yan, Ge Wang, Hengyong Yu

Pages: 595 - 608

10) CSNAS: Contrastive Self-Supervised Learning Neural Architecture Search Via Sequential Model-Based Optimization

Author(s): Nam Nguyen, J. Morris Chang

Pages: 609 - 624

11) Perturbed Composite Attention Model for Macular Optical Coherence Tomography Image Classification

Author(s): Sapna S. Mishra, Bappaditya Mandal, Niladri B. Puhan

Pages: 625 - 635

IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 6, Issue 4

1) Guest Editorial Special Issue on Computational Intelligence for IoT-based Human Activity Recognition

Author(s): Xiaoli Li, Huanhuan Chen, Thomas Ploetz, Min Wu, Zhenghua Chen

Pages: 725 - 727

2) Evolutionary Dual-Ensemble Class Imbalance Learning for Human Activity Recognition

Author(s): Yinan Guo, Yaoqi Chu, Botao Jiao, Jian Cheng, Zekuan Yu, Ning Cui, Lianbo Ma

Pages: 728 - 739

3) Real-Time Activities of Daily Living Recognition Under Long-Tailed Class Distribution

Author(s): Atul Chaudhary, Hari Prabhat Gupta, K. K. Shukla

Pages: 740 - 750

4) MOCLoc: Emerging Online Collaborative Localization Enhanced by Multidimensional Scaling

Author(s): Chanxin Zhou, Bang Wang, Yijun Mo, Zeng Zeng

Pages: 751 - 761

5) Trends and Prospects of Techniques for Haze Removal From Degraded Images: A Survey

Author(s): Geet Sahu, Ayan Seal, Debotosh Bhattacharjee, Mita Nasipuri, Peter Brida, Ondrej Krejcar

Pages: 762 - 782

6) Evolutionary Architectural Search for Generative Adversarial Networks

Author(s): Qiuzhen Lin, Zhixiong Fang, Yi Chen, Kay Chen Tan, Yun Li

Pages: 783 - 794

7) Generating Black-Box Adversarial Examples in Sparse Domain

Author(s): Hadi Zanddizari, Behnam Zeinali, J. Morris Chang

Pages: 795 - 804

8) A Novel Evolutionary Algorithm Based on Judgment-Rule Evolution Strategy for Structural Balance in Signed Social Networks

Author(s): Mingzhou Yang, Xingwei Wang, Min Huang, Lianbo Ma, Qiang He

Pages: 805 - 817

9) Multiobjective Multitasking Optimization With Subspace Distribution Alignment and Decision Variable Transfer

Author(s): Weifeng Gao, Jiangli Cheng, Maoguo Gong, Hong Li, Jin Xie

Pages: 818 - 827

10) Transfer Clustering Using a Multiple Kernel Metric Learned Under Multi-Instance Weak Supervision

Author(s): Avisek Gupta, Swagatam Das

Pages: 828 - 838

11) Dynamic Path Planning for Unmanned Aerial Vehicles Under Deadline and Sector Capacity Constraints

Author(s): Sudharsan Vaidhun, Zhishan Guo, Jiang Bian, Haoyi Xiong, Sajal K. Das

Pages: 839 - 851

12) A Robust Non-Integer Controller Design for Load Frequency Control in Modern Marine Power Grids

Author(s): B. Yildirim, M. Gheisarnejad, M. H. Khooban

Pages: 852 - 866

13) A Weighted Portfolio Optimization Model Based on the Trend Ratio, Emotion Index, and ANGQTS

Author(s): Yao-Hsin Chou, Yu-Chi Jiang, Yi-Rui Hsu, Shu-Yu Kuo, Sy-Yen Kuo

Pages: 867 - 882

14) Do Models Learn the Directionality of Relations? A New Evaluation: Relation Direction Recognition

Author(s): Shengfei Lyu, Xingyu Wu, Jinlong Li, Qiuju Chen, Huanhuan Chen

Pages: 883 - 892

15) Quaternion Capsule Neural Network With Region Attention for Facial Expression Recognition in Color Images

Author(s): Yu Zhou, Lianghai Jin, Guangzhi Ma, Xiangyang Xu

Pages: 893 - 912

16) Unbalanced Incomplete Multi-View Clustering Via the Scheme of View Evolution: Weak Views are Meat,  Strong Views Do Eat

Author(s): Xiang Fang, Yuchong Hu, Pan Zhou, Dapeng Oliver Wu

Pages: 913 - 927

17) EDITH : ECG Biometrics Aided by Deep Learning for Reliable Individual Authentication

Author(s): Nabil Ibtehaz, Muhammad E. H. Chowdhury, Amith Khandakar, Serkan Kiranyaz, M. Sohel Rahman, Anas Tahir, Yazan Qiblawey, Tawsifur Rahman

Pages: 928 - 940

18) Efficient Privacy Preserving Edge Intelligent Computing Framework for Image Classification in IoT

Author(s): Omobayode Fagbohungbe, Sheikh Rufsan Reza, Xishuang Dong, Lijun Qian

Pages: 941 - 956

19) APNet: Adversarial Learning Assistance and Perceived Importance Fusion Network for All-Day RGB-T Salient Object Detection

Author(s): Wujie Zhou, Yun Zhu, Jingsheng Lei, Jian Wan, Lu Yu

Pages: 957 - 968

20) A Novel Test Case Generation Approach for Adaptive Random Testing of Object-Oriented Software Using K-Means Clustering Technique

Author(s): Jinfu Chen, Haibo Chen, Yuchi Guo, Minmin Zhou, Rubing Huang, Chengying Mao

Pages: 969 - 981

21) Data Embedding Scheme for Efficient Program Behavior Modeling With Neural Networks

Author(s): Sunwoo Ahn, Hayoon Yi, Ho Bae, Sungroh Yoon, Yunheung Paek

Pages: 982 - 993

22) Half Quadratic Dual Learning for Fuzzy Multiconcepts of Partially-Observed Images

Author(s): Bo-Wei Chen, Kuan-Lin Hou

Pages: 994 - 1007

23) Obtaining Fuzzy Membership Function of Clusters With the Memristor Hardware Implementation and On-Chip Learning

Author(s): Mohammad Javadian, Arian Hejazi, Sajad Haghzad Klidbary

Pages: 1008 - 1025

Upcoming Special Issues

• IEEE Computational Intelligence Magazine - Machine Learning Assisted Evolutionary Multi-Objective Optimization - September 1, 2022
• IEEE Transactions on Neural Networks and Learning Systems - Explainable and Generalizable Deep Learning for Medical Imaging - 1 September 2022
• IEEE Transactions on Neural Networks and Learning Systems - Explainable Representation Learning-based Intelligent Inspection and Maintenance of Complex Systems - 1 September 2022
• IEEE Transactions on Cognitive and Developmental Systems - Cognitive Learning of Multi-Agent Systems - September 30, 2022
• IEEE Transactions on Neural Networks and Learning Systems - Information Theoretic Methods for the Generalization, Robustness and Interpretability of Machine Learning - 1 October 2022
• IEEE Transactions on Neural Networks and Learning Systems - Deep Learning for Intelligent Media Computing and Applications - 30 October 2022
• IEEE Transactions on Cognitive and Developmental Systems - Movement Sciences in Cognitive Systems - 6 January 2023
• IEEE Transactions on Cognitive and Developmental Systems - Advancing Machine Intelligence with Neuromorphic Computing - 31 January 2023
• IEEE Transactions on Emerging Topics in Computational Intelligence - Resource Sustainable Computational and Artificial Intelligence - 1 February 2023

IEEE Transactions on Neural Networks and Learning Systems, Volume 33, Issue 7, July 2022

1) The Heidelberg Spiking Data Sets for the Systematic Evaluation of Spiking Neural Networks

Author(s): Benjamin Cramer, Yannik Stradmann, Johannes Schemmel, Friedemann Zenke

Pages: 2744 - 2757

2) Knowledge-Routed Visual Question Reasoning: Challenges for Deep Representation Embedding

Author(s): Qingxing Cao, Bailin Li, Xiaodan Liang, Keze Wang, Liang Lin

Pages: 2758 - 2767

3) Stabilizing Training of Generative Adversarial Nets via Langevin Stein Variational Gradient Descent

Author(s): Dong Wang, Xiaoqian Qin, Fengyi Song, Li Cheng

Pages: 2768 - 2780

4) Reinforcement Learning and Adaptive Optimal Control for Continuous-Time Nonlinear Systems: A Value Iteration Approach

Author(s): Tao Bian, Zhong-Ping Jiang

Pages: 2781 - 2790

5) Parameterized Luenberger-Type H∞ State Estimator for Delayed Static Neural Networks

Author(s): Yongsik Jin, Wookyong Kwon, Sangmoon Lee

Pages: 2791 - 2800

6) BiCoSS: Toward Large-Scale Cognition Brain With Multigranular Neuromorphic Architecture

Author(s): Shuangming Yang, Jiang Wang, Xinyu Hao, Huiyan Li, Xile Wei, Bin Deng, Kenneth A. Loparo

Pages: 2801 - 2815

7) Causal Discovery in Linear Non-Gaussian Acyclic Model With Multiple Latent Confounders

Author(s): Wei Chen, Ruichu Cai, Kun Zhang, Zhifeng Hao

Pages: 2816 - 2827

8) A Study on Truncated Newton Methods for Linear Classification

Author(s): Leonardo Galli, Chih-Jen Lin

Pages: 2828 - 2841

9) Agglomerative Neural Networks for Multiview Clustering

Author(s): Zhe Liu, Yun Li, Lina Yao, Xianzhi Wang, Feiping Nie

Pages: 2842 - 2852

10) Low-Latency In Situ Image Analytics With FPGA-Based Quantized Convolutional Neural Network

Author(s): Maolin Wang, Kelvin C. M. Lee, Bob M. F. Chung, Sharatchandra Varma Bogaraju, Ho-Cheung Ng, Justin S. J. Wong, Ho Cheung Shum, Kevin K. Tsia, Hayden Kwok-Hay So

Pages: 2853 - 2866

11) Adaptive Optimal Control for Unknown Constrained Nonlinear Systems With a Novel Quasi-Model Network

Author(s): Xiumei Han, Xudong Zhao, Hamid Reza Karimi, Ding Wang, Guangdeng Zong

Pages: 2867 - 2878

12) A Hybrid Residual Dilated LSTM and Exponential Smoothing Model for Midterm Electric Load Forecasting

Author(s): Grzegorz Dudek, Paweł Pełka, Slawek Smyl

Pages: 2879 - 2891

13) Observer-Based Fixed-Time Neural Control for a Class of Nonlinear Systems

Author(s): Yan Zhang, Fang Wang

Pages: 2892 - 2902

14) Generalized Zero-Shot Learning With Multiple Graph Adaptive Generative Networks

Author(s): Guo-Sen Xie, Zheng Zhang, Guoshuai Liu, Fan Zhu, Li Liu, Ling Shao, Xuelong Li

Pages: 2903 - 2915

15) mCRF and mRD: Two Classification Methods Based on a Novel Multiclass Label Noise Filtering Learning Framework

Author(s): Shuyin Xia, Baiyun Chen, Guoyin Wang, Yong Zheng, Xinbo Gao, Elisabeth Giem, Zizhong Chen

Pages: 2916 - 2930

16) Observer Design for Sampled-Data Systems via Deterministic Learning

Author(s): Jingtao Hu, Weiming Wu, Bing Ji, Cong Wang

Pages: 2931 - 2939

17) Dynamically Weighted Balanced Loss: Class Imbalanced Learning and Confidence Calibration of Deep Neural Networks

Author(s): K. Ruwani M. Fernando, Chris P. Tsokos

Pages: 2940 - 2951

18) Broad Learning With Reinforcement Learning Signal Feedback: Theory and Applications

Author(s): Ruiqi Mao, Rongxin Cui, C. L. Philip Chen

Pages: 2952 - 2964

19) Neural-Network-Based Distributed Asynchronous Event-Triggered Consensus Tracking of a Class of Uncertain Nonlinear Multi-Agent Systems

Author(s): Yun Ho Choi, Sung Jin Yoo

Pages: 2965 - 2979

20) Active Learning With Multiple Kernels

Author(s): Songnam Hong, Jeongmin Chae

Pages: 2980 - 2994

21) Dissipativity-Based Finite-Time Filtering for Uncertain Semi-Markovian Jump Random Systems With Multiple Time Delays and State Constraints

Author(s): Shaoxin Sun, Huaguang Zhang, Jian Han, Juan Zhang

Pages: 2995 - 3009

22) PID Controller-Guided Attention Neural Network Learning for Fast and Effective Real Photographs Denoising

Author(s): Ruijun Ma, Bob Zhang, Yicong Zhou, Zhengming Li, Fangyuan Lei

Pages: 3010 - 3023

23) A Novel Feature Selection Method for High-Dimensional Mixed Decision Tables

Author(s): Nguyen Ngoc Thuy, Sartra Wongthanavasu

Pages: 3024 - 3037

24) Spatio-Spectral Feature Representation for Motor Imagery Classification Using Convolutional Neural Networks

Author(s): Ji-Seon Bang, Min-Ho Lee, Siamac Fazli, Cuntai Guan, Seong-Whan Lee

Pages: 3038 - 3049

25) MetaMixUp: Learning Adaptive Interpolation Policy of MixUp With Metalearning

Author(s): Zhijun Mai, Guosheng Hu, Dexiong Chen, Fumin Shen, Heng Tao Shen

Pages: 3050 - 3064

26) An Efficient Sparse Bayesian Learning Algorithm Based on Gaussian-Scale Mixtures

Author(s): Wei Zhou, Hai-Tao Zhang, Jun Wang

Pages: 3065 - 3078

27) Efficient Approximation of High-Dimensional Functions With Neural Networks

Author(s): Patrick Cheridito, Arnulf Jentzen, Florian Rossmannek

Pages: 3079 - 3093

28) Synaptic Scaling—An Artificial Neural Network Regularization Inspired by Nature

Author(s): Martin Hofmann, Patrick Mäder

Pages: 3094 - 3108

29) Observer-Based Adaptive Synchronization of Multiagent Systems With Unknown Parameters Under Attacks

Author(s): Shiping Wen, Xiaoze Ni, Huamin Wang, Song Zhu, Kaibo Shi, Tingwen Huang

Pages: 3109 - 3119

30) Explicit Duration Recurrent Networks

Author(s): Shun-Zheng Yu

Pages: 3120 - 3130

31) Observer-Based Neuro-Adaptive Optimized Control of Strict-Feedback Nonlinear Systems With State Constraints

Author(s): Yongming Li, Yanjun Liu, Shaocheng Tong

Pages: 3131 - 3145

32) Granger Causality Inference in EEG Source Connectivity Analysis: A State-Space Approach

Author(s): Parinthorn Manomaisaowapak, Anawat Nartkulpat, Jitkomut Songsiri

Pages: 3146 - 3156

33) Rank Consistency Induced Multiview Subspace Clustering via Low-Rank Matrix Factorization

Author(s): Jipeng Guo, Yanfeng Sun, Junbin Gao, Yongli Hu, Baocai Yin

Pages: 3157 - 3170

34) Data-Driven-Based Event-Triggered Control for Nonlinear CPSs Against Jamming Attacks

Author(s): Yingchun Wang, Xiaojie Qiu, Huaguang Zhang, Xiangpeng Xie

Pages: 3171 - 3177

35) Sequence Learning in a Single Trial: A Spiking Neurons Model Based on Hippocampal Circuitry

Author(s): Simone Coppolino, Giuseppe Giacopelli, Michele Migliore

Pages: 3178 - 3183

36) DNN-kWTA With Bounded Random Offset Voltage Drifts in Threshold Logic Units

Author(s): Wenhao Lu, Chi-Sing Leung, John Sum, Yi Xiao

Pages: 3184 - 3192

Soft Computing, Volume 26, issue 16, August 2022

1) Special issue on advances in pattern recognition and computer vision, applications and systems

Author(s): M. Irfan Uddin

Pages: 7435 - 7436

2) Analysis of industry convergence based on improved neural network

Author(s): Nan Ma

Pages: 7437 - 7448

3) Nucleus image segmentation method based on GAN and FCN model

Author(s): Kai Zhang, Yang Shi...Hang Yu

Pages: 7449 - 7460

4) A new color image encryption technique using DNA computing and Chaos-based substitution box

Author(s): Fawad Masood, Junaid Masood...Jawad Ahmad

Pages: 7461 - 7477

5) An evolutionary trajectory planning algorithm for multi-UAV-assisted MEC system

Author(s): Muhammad Asim, Wali Khan Mashwani...Samir Brahim Belhaouari

Pages: 7479 - 7492

6) Research on modeling of government debt risk comprehensive evaluation based on multidimensional data mining

Author(s): Li Chao Ying, Wu Xiang Da, Zhao En Hui

Pages: 7493 - 7500

7) Research on trade data encryption of tobacco enterprises based on adversarial neural network

Author(s): Zhang Yi

Pages: 7501 - 7508

8) Research on intelligent language translation system based on deep learning algorithm

Author(s): Chunliu Shi

Pages: 7509 - 7518

9) Analyzing fibrous tissue pattern in fibrous dysplasia bone images using deep R-CNN networks for segmentation

Author(s): A. Saranya, Kottilingam Kottursamy...Ali Kashif Bashir

Pages: 7519 - 7533

10) Deep learning-based election results prediction using Twitter activity

Author(s): Haider Ali, Haleem Farman...Adel Ammar

Pages: 7535 - 7543

11) Q-method optimization of tunnel surrounding rock classification by fuzzy reasoning model and support vector machine

Author(s): Feng Jiang, Peng He...Zhihan Lv

Pages: 7545 - 7558

12) Analysis of the change of artificial intelligence to online consumption patterns and consumption concepts

Author(s): Longyue Bai

Pages: 7559 - 7569

13) Sparse representation optimization of Gaussian mixed feature of image based on convolution neural network

Author(s): Yuguang Ye

Pages: 7571 - 7580

14) Task-specific image summaries using semantic information and self-supervision

Author(s): Deepak Kumar Sharma, Anurag Singh...Jerry Chun-Wei Lin

Pages: 7581 - 7594

15) The study on life model of MOV based on various parameters and surge history

Author(s): Xiaofei Ruan, Shaoyun Jin...Weidong Cheng

Pages: 7595 - 7600

16) Deep ensembling for perceptual image quality assessment

Author(s): Nisar Ahmed, H. M. Shahzad Asif...Atif Khan

Pages: 7601 - 7622

17) ConTEXT: context-aware adaptive SMS client for drivers to reduce risky driving behaviors

Author(s): Inayat Khan, Shah Khusro

Pages: 7623 - 7640

18) Design of robust deep learning-based object detection and classification model for autonomous driving applications

Author(s): Mesfer Al Duhayyim, Fahd N. Al-Wesabi...Ashish Khanna

Pages: 7641 - 7652

19) Gene Ontology GAN (GOGAN): a novel architecture for protein function prediction

Author(s): Musadaq Mansoor, Mohammad Nauman...Alfredo Benso

Pages: 7653 - 7667

20) The control mode study of PPP project financing management information system

Author(s): Junli Cao, Lin Li

Pages: 7669 - 7675

21) Correction to: The control mode study of PPP project financing management information system

Author(s): Junli Cao, Lin Li

Pages: 7677 - 7677

22) A comprehensive overview of AI-enabled music classification and its influence in games

Author(s): Tiancheng Yang, Shah Nazir

Pages: 7679 - 7693

23) Classification of Gurumukhi month’s name images using various convolutional neural network optimizers

Author(s): Tajinder Pal Singh, Sheifali Gupta...Atef Zaguia

Pages: 7695 - 7707

24) Novel semi-supervised learning approach for descriptor generation using artificial neural networks

Author(s): Alla Fikrat Alwindawi, Osman Nuri Uçan...Aminu Yusuf

Pages: 7709 - 7720

25) Hybrid deep-learning model to detect botnet attacks over internet of things environments

Author(s): Mohammed Y. Alzahrani, Alwi M. Bamhdi

Pages: 7721 - 7735

26) Machine health surveillance system by using deep learning sparse autoencoder

Author(s): Faizan Ullah, Abdu Salam...Wael Alosaimi

Pages: 7737 - 7750

27) Diagnosis and classification of Alzheimer's disease by using a convolution neural network algorithm

Author(s): Mosleh Hmoud Al-Adhaileh

Pages: 7751 - 7762

28) Machine learning for fake news classification with optimal feature selection

Author(s): Muhammad Fayaz, Atif Khan...Sana Ullah Khan

Pages: 7763 - 7771

29) Application and Analysis of Computer Network Technology in Electronic Information Engineering

Author(s): Wanjie Kang, Jie Xiao

Pages: 7773 - 7779

30) Research and application of GIS and data mining technology in monitoring and assessment of natural geography environment

Author(s): Fuheng Zhang, Guangbin Ji...Guihua Liu

Pages: 7781 - 7787

31) Extracting built-up areas from spectro-textural information using machine learning

Author(s): Ahsen Maqsoom, Bilal Aslam...Muhammad Imran

Pages: 7789 - 7808

32) The traditional settlement planning and the renovation of residential buildings based on spatial syntax analysis

Author(s): Kaifeng Chu, Mengyu Wu

Pages: 7809 - 7815

33) Efficient facial emotion recognition model using deep convolutional neural network and modified joint trilateral filter

Author(s): Naveen Kumari, Rekha Bhatia

Pages: 7817 - 7830

34) Convolutional neural network based hurricane damage detection using satellite images

Author(s): Swapandeep Kaur, Sheifali Gupta...Atef Zaguia

Pages: 7831 - 7845

35) Fake opinion detection in an e-commerce business based on a long-short memory algorithm

Author(s): Nizar Alsharif

Pages: 7847 - 7854

36) Visual design elements based on digital visualization

Author(s): Lei Jiang

Pages: 7855 - 7863

37) Analysis of transmission line icing prediction based on CNN and data mining technology

Author(s): Lixue Li, Da Luo, Wenhao Yao

Pages: 7865 - 7870

38) Computer application under the management of network information security technology using genetic algorithm

Author(s): Xu Jian Qiang

Pages: 7871 - 7876

39) Software defect prediction employing BiLSTM and BERT-based semantic feature

Author(s): Md Nasir Uddin, Bixin Li...Islam Zada

Pages: 7877 - 7891

40) An effective nonlocal means image denoising framework based on non-subsampled shearlet transform

Author(s): Bhawna Goyal, Ayush Dogra, Arun Kumar Sangaiah

Pages: 7893 - 7915

41) The study of physical education evaluation based on a fuzzy stochastic algorithm

Author(s): Xiuyan Su

Pages: 7917 - 7923

42) Conceptual model construction of building information management system based on BIM architecture

Author(s): Jiang Haiying

Pages: 7925 - 7931

43) Perceptual adversarial non-residual learning for blind image denoising

Author(s): Aamir Khan, Weidong Jin, Rizwan Ali Naqvi

Pages: 7933 - 7957

44) Research on the optimization of communication protocol in network security protocol

Author(s): Daoyuan Sun

Pages: 7959 - 7966

45) Multi-scale local-global architecture for person re-identification

Author(s): Jing Liu, Prayag Tiwari...Shahab S. Band

Pages: 7967 - 7977

46) Optimal feature extraction and ulcer classification from WCE image data using deep learning

Author(s): Youssef Masmoudi, Muhammad Ramzan...Mohammed Habib

Pages: 7979 - 7992

47) A communication security anti-interference decision model using deep learning in intelligent industrial IoT environment

Author(s): Lichao Yan, Juan Hu...Jinhong Di

Pages: 7993 - 8002

48) Smoke removal and image enhancement of laparoscopic images by an artificial multi-exposure image fusion method

Author(s): Muhammad Adeel Azam, Khan Bahadar Khan...Sana Ullah Khan

Pages: 8003 - 8015

49) Predicting the spread of COVID-19 with a machine learning technique and multiplicative calculus

Author(s): Bülent Bilgehan, Ali Özyapıcı...Yusuf Gurefe

Pages: 8017 - 8024

50) Fusion of multi-modality biomedical images using deep neural networks

Author(s): Manish Gupta, Naresh Kumar...Atef Zaguia

Pages: 8025 - 8036

51) Rotating object detection in remote-sensing environment

Author(s): Sixian Chan, Jingcheng Zheng...Kai Fang

Pages: 8037 - 8045

52) Analyzing the interactions among factors affecting cloud adoption for software testing: a two-stage ISM-ANN approach

Author(s): Sikandar Ali, Samad Baseer...Jiwei Huang

Pages: 8047 - 8075

53) A probabilistic approach toward evaluation of Internet rumor on COVID

Author(s): Yancheng Yang, Shah Nazir, Wajeeha Khalil

Pages: 8077 - 8088

54) Single-image reconstruction using novel super-resolution technique for large-scaled images

Author(s): Ramanath Datta, Sekhar Mandal...Jazem Mutared Alanazi

Pages: 8089 - 8103

55) Hybrid optimisation-based robust watermarking using denoising convolutional neural network

Author(s): Dhiran Kumar Mahto, Ashima Anand, Amit Kumar Singh

Pages: 8105 - 8116

56) Constrained optimization based on hybrid version of superiority of feasibility solution strategy

Author(s): Asia Noureen, Wali Khan Mashwani...Muhammad Asim

Pages: 8117 - 8132

57) An adaptive genetic algorithm-based background elimination model for English text

Author(s): Tang Xiaohui

Pages: 8133 - 8143

Soft Computing, Volume 26, issue 15, August 2022

1) Analytic hierarchy process-based regression test case prioritization technique enhancing the fault detection rate

Author(s): Soumen Nayak, Chiranjeev Kumar, Sachin Tripathi

Pages: 6953 - 6968

2) On Annihilators in Hoops

Author(s): R. A. Borzooei, M. Aaly Kologani...Y. B. Jun

Pages: 6969 - 6980

3) Properties of stabilizers in residuated lattices

Author(s): Michiro Kondo

Pages: 6981 - 6988

4) Independent domination polynomial of zero-divisor graphs of commutative rings

Author(s): Necla Kırcalı Gürsoy, Alper Ülker, Arif Gürsoy

Pages: 6989 - 6997

5) Quasi-MV* algebras: a generalization of MV*-algebras

Author(s): Yingying Jiang, Wenjuan Chen

Pages: 6999 - 7015

6) Fuzzy filters of IL-algebras

Author(s): Safiqul Islam, Arundhati Sanyal, Jayanta Sen

Pages: 7017 - 7027

7) Broad learning system based ensemble deep model

Author(s): Chenglong Zhang, Shifei Ding...Jian Zhang

Pages: 7029 - 7041

8) On differential lattices

Author(s): Aiping Gan, Li Guo

Pages: 7043 - 7058

9) A faster algorithm for identifying signals using complex fuzzy sets

Author(s): Madad Khan, Inamullah Khan...Sohail Iqbal

Pages: 7059 - 7079

10) Trapezoidal approximation operators preserving the most indicators of fuzzy numbers-relationships and applications

Author(s): M. Chehlabi

Pages: 7081 - 7105

11) An introduction to single-valued neutrosophic soft topological structure

Author(s): Yaser Saber, Fahad Alsharari, Florentin Smarandache

Pages: 7107 - 7122

12) An evidence combination rule based on a new weight assignment scheme

Author(s): Yu-Cui Wang, Jian Wang...Ming-Hui Wang

Pages: 7123 - 7137

13) A note on “Dealer using a new trapezoidal cubic hesitant fuzzy TOPSIS method and application to group decision-making program”

Author(s): S. S. Appadoo, Mohammadreza Makhan, Amit Kumar

Pages: 7139 - 7141

14) Distributed energy-efficient clustering routing protocol for wireless sensor networks using affinity propagation and fuzzy logic

Author(s): Chu-hang Wang, Huang-shui Hu...Jin-feng Zhang

Pages: 7143 - 7158

15) Stability and admissibility analysis of T–S descriptive systems and its applications

Author(s): Muhammad Shamrooz Aslam, Ma Zhenhua...Abdul Majid

Pages: 7159 - 7166

16) Quantum-enhanced filter: QFilter

Author(s): Parfait Atchade-Adelomou, Guillermo Alonso-Linaje

Pages: 7167 - 7174

17) Estimation of fault probability in medium voltage feeders through calibration techniques in classification models

Author(s): Enrico De Santis, Francesco Arnò, Antonello Rizzi

Pages: 7175 - 7193

18) Deep multiobjective design optimization of CFRP isogrid tubes using lichtenberg algorithm

Author(s): João Luiz Junho Pereira, Matheus Brendon Francisco...Guilherme Ferreira Gomes

Pages: 7195 - 7209

19) An effective structure of multi-modal deep convolutional neural network with adaptive group teaching optimization

Author(s): Vinit Gupta, Santosh Pawar

Pages: 7211 - 7232

20) An enhanced Harris Hawk optimization algorithm for parameter estimation of single, double and triple diode photovoltaic models

Author(s): Abdelhady Ramadan, Salah Kamel...Jose Luis Domínguez-García

Pages: 7233 - 7257

21) A preference structure in multi-attribute decision making: an algorithmic approach based on hesitant fuzzy sets

Author(s): B. K. Mohanty, Eshika Aggarwal

Pages: 7259 - 7277

22) Optimal autonomic management of service-based business processes in the cloud

Author(s): Leila Hadded, Tarek Hamrouni

Pages: 7279 - 7291

23) A novel hybrid gravitational and pattern search algorithm based MPPT controller with ANN and perturb and observe for photovoltaic system

Author(s): Salem Alkhalaf, Ziad M. AliHitoshi Oikawa

Pages: 7293 - 7315

24) Modeling stock market using new hybrid intelligent method based on MFNN and IBHA

Author(s): Wei Gao

Pages: 7317 - 7337

25) Evaluating and selecting agricultural insurance packages through an AHP-based fuzzy TOPSIS Method

Author(s): Ta-Chung Chu, Thi Hong Phuong Le

Pages: 7339 - 7354

26) Inclusion degree-based multigranulation rough fuzzy set over heterogeneous preference information and application to multiple attribute group decision making

Author(s): Xinrui Zhang, Bingzhen Sun

Pages: 7355 - 7375

27) Research on safety simulation model and algorithm of dynamic system based on artificial neural network

Author(s): Guangna Zhang

Pages: 7377 - 7386

28) Mobile robot path planning using multi-objective genetic algorithm in industrial automation

Author(s): K. S. Suresh, R. Venkatesan, S. Venugopal

Pages: 7387 - 7400

29) Toward in-flight Wi-Fi: a neuro-fuzzy based routing approach for Civil Aeronautical Ad hoc Network

Author(s): T. Gurumekala, S. Indira Gandhi

Pages: 7401 - 7422

30) CoupGAN: Chinese couplet generation via encoder–decoder model and adversarial training under global control

Author(s): Qian Qu, Jiancheng Lv...Kexin Yang

Pages: 7423 - 7433

Evolving Systems, Volume 13, issue 4, August 2022

1) FocusCovid: automated COVID-19 detection using deep learning with chest X-ray images

Author(s): Tarun Agrawal, Prakash Choudhary

Pages: 519 - 533

2) Multichannel convolutional neural network-based fuzzy active contour model for medical image segmentation

Author(s): Qingwu Shi, Shoulin Yin...Hang Li

Pages: 535 - 549

3) Cubic graph representation of concept lattice and its decomposition

Author(s): Prem Kumar Singh

Pages: 551 - 562

4) Battle royale optimizer for training multi-layer perceptron

Author(s): Saeid Agahian, Taymaz Akan

Pages: 563 - 575

5) Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings

Author(s): João Sauer, Viviana Cocco Mariani...Mirco Rampazzo

Pages: 577 - 588

6) Optimization of FRP jacket by fractional‑order pathfinder algorithm to improve the reinforced concrete frames' seismic response

Author(s): Chengliang Wang, Wenrui Li, Dragan Rodriguez

Pages: 589 - 601

7) EvolveCluster: an evolutionary clustering algorithm for streaming data

Author(s): Christian Nordahl, Veselka Boeva...Marie Persson Netz

Pages: 603 - 623

8) Synthetic samples generator (SYSGEN), an approach to increase the size of incidence samples in coffee leaf rust modelling

Author(s): Edwar Javier Girón, David Camilo Corrales...Juan Carlos Corrales

Pages: 625 - 636

Soft Computing, Volume 26, issue 14, July 2022

1) Efficient data transfer supporting provable data deletion for secure cloud storage

Author(s): Changsong Yang, Yueling Liu, Yong Ding

Pages: 6463 - 6479

2) Green’s relations in L-E-fuzzy skew lattices

Author(s): Yuan Zhi, Xiangnan Zhou, Qingguo Li

Pages: 6481 - 6494

3) Regular and strongly regular relations induced by fuzzy subhypermodules

Author(s): N. Rakhsh Khorshid, S. Ostadhadi-Dehkordi

Pages: 6495 - 6506

4) Another view on knowledge measures in atanassov intuitionistic fuzzy sets

Author(s): Muhammad Irfan Ali, Jianming Zhan...Haider Faizan

Pages: 6507 - 6517

5) Effect of fuzziness in fuzzy rule-based classifiers defined by strong fuzzy partitions and winner-takes-all inference

Author(s): Gabriella Casalino, Giovanna Castellano...Corrado Mencar

Pages: 6519 - 6527

6) Nonlinear interval regression analysis with neural networks and grey prediction for energy demand forecasting

Author(s): Yi-Chung Hu, Wen-Bao Wang

Pages: 6529 - 6545

7) Knowledge transfer learning from multiple user activities to improve personalized recommendation

Author(s): Mingxin Gan, Yingxue Ma

Pages: 6547 - 6566

8) A quantum system control method based on enhanced reinforcement learning

Author(s): Wenjie Liu, Bosi Wang...Mohammed Zidan

Pages: 6567 - 6575

9) On-demand DWDM design using machine learning

Author(s): K. Venkatesan, A. Chandrasekar, P. G. V. Ramesh

Pages: 6577 - 6589

10) Ramp loss KNN-weighted multi-class twin support vector machine

Author(s): Huiru Wang, Yitian Xu, Zhijian Zhou

Pages: 6591 - 6618

11) A revisited fuzzy DEMATEL and optimization method for strategy map design under the BSC framework: selection of objectives and relationships

Author(s): Héctor López-Ospina, Daniela Pardo...Luis Quezada

Pages: 6619 - 6644

12) A novel linear representation for evolving matrices

Author(s): Connor Gregor, Daniel Ashlock...David Kribs

Pages: 6645 - 6657

13) MOTEO: a novel multi-objective thermal exchange optimization algorithm for engineering problems

Author(s): Nima Khodadadi, Siamak Talatahari...Armin Dadras Eslamlou

Pages: 6659 - 6684

14) A novel incremental cost consensus approach for distributed economic dispatch over directed communication topologies in a smart grid

Author(s): Um-E-Habiba Alvi, Waqas Ahmed...Ijaz Ahmed

Pages: 6685 - 6700

15) Intelligent computing technique for solving singular multi-pantograph delay differential equation

Author(s): Zulqurnain Sabir, Hafiz Abdul Wahab...Mohamed R. Ali

Pages: 6701 - 6713

16) Optimization on the multi-period empty container repositioning problem in regional port cluster based upon inventory control strategies

Author(s): Jiaxin Cai, Yubo Li...Zhihong Jin

Pages: 6715 - 6738

17) A simple solution to technician routing and scheduling problem using improved genetic algorithm

Author(s): Engin Pekel

Pages: 6739 - 6748

18) Fusion of modern meta-heuristic optimization methods using arithmetic optimization algorithm for global optimization tasks

Author(s): Shubham Mahajan, Laith Abualigah...Maryam Altalhi

Pages: 6749 - 6763

19) Identification of nonlinear discrete systems using a new Hammerstein model with Volterra neural network

Author(s): Wei-Der Chang

Pages: 6765 - 6775

20) Environmental assisted cracking and strength attenuation effect computing on the mechanical properties of casing steel P110 for industrial revolution 5.0 applications in sour well environments

Author(s): Duo Hou, Zhongling Xiao...Taihe Shi

Pages: 6777 - 6787

21) Comparison of subsidy strategies on the green supply chain under a behaviour-based pricing model

Author(s): Kanying Liu, Wei Li...Yong Lan

Pages: 6789 - 6809

22) Attack detection and prevention in IoT-SCADA networks using NK-classifier

Author(s): Y. JustindhasP. Jeyanthi

Pages: 6811 - 6823

23) A method to determine the integrated weights of cross-efficiency aggregation

Author(s): Mei-Juan LiJin-Cheng LuLei Chen

Pages: 6825 - 6837

24) Load-settlement response of a footing over buried conduit in a sloping terrain: a numerical experiment-based artificial intelligent approach

Author(s): Muhammad Umer Arif Khan, Sanjay Kumar Shukla, Muhammad Nouman Amjad Raja

Pages: 6839 - 6856

25) Recognition of shed damage on 11-kV polymer insulator using Bayesian optimized convolution neural network

Author(s): B. Vigneshwaran, M. Willjuice Iruthayarajan, R. V. Maheswari

Pages: 6857 - 6869

26) Enhanced heat transfer search and enriched replicated coronary circulation system optimization algorithms for real power loss reduction

Author(s): Lenin Kanagasabai

Pages: 6871 - 6888

27) A novel quality evaluation method for standardized experiment teaching

Author(s): Luxin Yang, Yutong Chun...Jing Yang

Pages: 6889 - 6906

28) Feature extraction-based intelligent algorithm framework with neural network for solving conditional nonlinear optimal perturbation

Author(s): Shijin Yuan,Huazhen Zhang...Bin Mu

Pages: 6907 - 6924

29) Computational intelligence in software defects rules discovery

Author(s): Andreea VescanCamelia ŞerbanGloria Cerasela Crişan

Pages: 6925 - 6939

30) Fuzzy transfer learning in time series forecasting for stock market prices

Author(s): Shanoli Samui PalSamarjit Kar

Pages: 6941 - 6952

IEEE Transactions on Fuzzy Systems, Volume 30, Issue 7

1) Novel Heterogeneous Mode-Dependent Impulsive Synchronization for Piecewise T-S Fuzzy Probabilistic Coupled Delayed Neural Networks

Author(s): Xiangxiang Wang, Yongbin Yu, Shouming Zhong, Kaibo Shi, Nijing Yang, Dingfa Zhang, Jingye Cai, Nyima Tashi

Pages: 2142 - 2156

2) Nonlinear Dimensionality Reduction for Data Visualization: An Unsupervised Fuzzy Rule-Based Approach

Author(s): Suchismita Das, Nikhil R. Pal

Pages: 2157 - 2169

3) An Efficient Self-Organizing Deep Fuzzy Neural Network for Nonlinear System Modeling

Author(s): Gongming Wang, Junfei Qiao

Pages: 2170 - 2182

4) Adaptive Event-Triggered Fuzzy Tracking Control of Uncertain Stochastic Nonlinear Systems With Unmeasurable States

Author(s): Rui-Yan Zhang, Li-Bing Wu, Nan-Nan Zhao, Yan Yan

Pages: 2183 - 2196

5) Membership Function, Time Delay-Dependent η-Exponential Stabilization of the Positive Discrete-Time Polynomial Fuzzy Model Control System

Author(s): Xiaomiao Li, Kamyar Mehran, Zhiyong Bao

Pages: 2197 - 2209

6) A Novel Three-Way Decision Model Based on Utility Theory in Incomplete Fuzzy Decision Systems

Author(s): Jianming Zhan, Jin Ye, Weiping Ding, Peide Liu

Pages: 2210 - 2226

7) Finite-Time Adaptive Fuzzy Prescribed Performance Control for High-Order Stochastic Nonlinear Systems

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

Pages: 2227 - 2240

8) Maximum Number of Line Faults in a P2P Network System Based on the Addition-Min Fuzzy Relation Inequalities

Author(s): Xiao-Peng Yang, Gengzhong Zheng

Pages: 2241 - 2253

9) Sampled-Data-Based H∞ Fuzzy Pinning Synchronization of Complex Networked Systems With Adaptive Event-Triggered Communications

Author(s): Xin Wang, Ju H. Park, Huilan Yang, Zhiqi Yu

Pages: 2254 - 2265

10) Analysis of Ranking Consistency in Linguistic Multiple Attribute Decision Making: The Roles of Granularity and Decision Rules

Author(s): Sihai Zhao, Yucheng Dong, Luis Martíne, Witold Pedrycz

Pages: 2266 - 2278

11) Adaptive Fast Finite-Time Fuzzy Control of Stochastic Nonlinear Systems

Author(s): Zhaoyang You, Fang Wang

Pages: 2279 - 2288

12) Model-Based Fuzzy l2−l∞ Filtering for Discrete-Time Semi-Markov Jump Nonlinear Systems Using Semi-Markov Kernel

Author(s): Jing Wang, Yigang Zhang, Lei Su, Ju H. Park, Hao Shen

Pages: 2289 - 2299

13) Adaptive Fuzzy SOSM Controller Design With Output Constraints

Author(s): Shihong Ding, Binbin Zhang, Keqi Mei, Ju H. Park

Pages: 2300 - 2311

14) Fault-Tolerant Quantized Sliding Mode Observers Design for a Class of Takagi-Sugeno Fuzzy System With Unmeasurable Premise Variable

Author(s): Ang Li, Guangren Duan, Ming Liu, Jingbo Fu

Pages: 2312 - 2324

15) Fuzzy Energy-to-Peak Filtering for Continuous-Time Nonlinear Singular System

Author(s): Xiao-Heng Chang, Ming-Yang Qiao, Xudong Zhao

Pages: 2325 - 2336

16) An Analytical Method to Compute the Approximate Inverses of a Fuzzy Matrix With Max-Product Composition

Author(s): Yan-Kuen Wu, Yung-Yih Lur, Hsun-Chih Kuo, Ching-Feng Wen

Pages: 2337 - 2346

17) Fuzzy Event-Triggered Integral Sliding Mode Control of Nonlinear Continuous-Time Systems

Author(s): Zeinab Echreshavi, Mohsen Farbood, Mokhtar Shasadeghi

Pages: 2347 - 2359

18) Fuzzy Measures and Choquet Integrals Based on Fuzzy Covering Rough Sets

Author(s): Xiaohong Zhang, Jingqian Wang, Jianming Zhan, Jianhua Dai

Pages: 2360 - 2374

19) Fast Fuzzy Clustering Based on Anchor Graph

Author(s): Feiping Nie, Chaodie Liu, Rong Wang, Zhen Wang, Xuelong Li

Pages: 2375 - 2387

20) Multilabel Feature Selection Based on Relative Discernibility Pair Matrix

Author(s): Erliang Yao, Deyu Li, Yanhui Zhai, Chao Zhang

Pages: 2388 - 2401

21) Quantized Guaranteed Cost Output Feedback Control for Nonlinear Networked Control Systems and Its Applications

Author(s): Qunxian Zheng, Shengyuan Xu, Baozhu Du

Pages: 2402 - 2411

22) Fuzzy Bayesian Knowledge Tracing

Author(s): Fei Liu, Xuegang Hu, Chenyang Bu, Kui Yu

Pages: 2412 - 2425

23) Dwell-Time-Dependent H∞ Bumpless Transfer Control for Discrete-Time Switched Interval Type-2 Fuzzy Systems

Author(s): Siyuan Zhang, Jun Zhao

Pages: 2426 - 2437

24) Fuzzy Multioutput Transfer Learning for Regression

Author(s): Xiaoya Che, Hua Zuo, Jie Lu, Degang Chen

Pages: 2438 - 2451

25) Stability and Control of Fuzzy Semi-Markov Jump Systems Under Unknown Semi-Markov Kernel

Author(s): Zepeng Ning, Bo Cai, Rui Weng, Lixian Zhang, Shun-Feng Su

Pages: 2452 - 2465

26) New Results on Dissipative Control for a Class of Singular Takagi–Sugeno Fuzzy Systems With Time Delay

Author(s): Zhiguang Feng, Huayang Zhang, Hak-Keung Lam

Pages: 2466 - 2475

27) Finite-Time Dynamic Event-Triggered Distributed H∞ Filtering for T-S Fuzzy Systems

Author(s): Xiaoyuan Zheng, Hao Zhang, Zhuping Wang, Changzhu Zhang, Huaicheng Yan

Pages: 2476 - 2486

28) Asynchronous Fault Detection for Interval Type-2 Fuzzy Nonhomogeneous Higher Level Markov Jump Systems With Uncertain Transition Probabilities

Author(s): Xiang Zhang, Hai Wang, Vladimir Stojanovic, Peng Cheng, Shuping He, Xiaoli Luan, Fei Liu

Pages: 2487 - 2499

29) Fuzzy Community Detection Based on Elite Symbiotic Organisms Search and Node Neighborhood Information

Author(s): Jing Xiao, Yan-Jiao Wang, Xiao-Ke Xu

Pages: 2500 - 2514

30) Cooperative Target Enclosing of Ring-Networked Underactuated Autonomous Surface Vehicles Based on Data-Driven Fuzzy Predictors and Extended State Observers

Author(s): Yue Jiang, Zhouhua Peng, Dan Wang, Yong Yin, Qing-Long Han

Pages: 2515 - 2528

31) A Simplified Finite-Time Fuzzy Neural Controller With Prescribed Performance Applied to Waverider Aircraft

Author(s): Xiangwei Bu, Qiang Qi, Baoxu Jiang

Pages: 2529 - 2537

32) Stability Criteria for Fuzzy-Based Sampled-Data Control Systems via a Fractional Parameter-Based Refined Looped Lyapunov Functional

Author(s): Lakshmanan Shanmugam, Young Hoon Joo

Pages: 2538 - 2549

33) Distributed Kalman Filter With Fuzzy Noises Over Multiagent Systems

Author(s): Haoshen Lin, Chen Hu, Zhenhua Deng, Gang Liu

Pages: 2550 - 2562

34) Self-Sustaining Oscillations With an Internal Two-Fuzzy Inference System Based on the Poincaré–Bendixson Method

Author(s): Jorge A. Lopez-Renteria, Lisdan Herrera-Garcia, Selene L. Cardenas-Maciel, Luis T. Aguilar, Nohe R. Cazarez-Castro

Pages: 2563 - 2573

35) Admissibility and Design Issues for T-S Fuzzy Descriptor Systems With Perturbed Derivative Matrices in the Rules

Author(s): Chih-Peng Huang

Pages: 2574 - 2582

36) Guaranteed Cost Control for Interval Type-2 Fuzzy Semi-Markov Switching Systems Within a Finite-Time Interval

Author(s): Linchuang Zhang, Yonghui Sun, Hak-Keung Lam, Hongyi Li, Jianxi Wang, Dongchen Hou

Pages: 2583 - 2594

37) Finite-Frequency H−/H∞ Memory Fault Detection Filtering Design for Uncertain Takagi–Sugeno Fuzzy Affine Systems

Author(s): Rong Zhao, Lu Liu, Gang Feng

Pages: 2595 - 2609

38) Event-Triggered Bipartite Consensus for Fuzzy Multiagent Systems Under Markovian Switching Signed Topology

Author(s): Jiafeng Yu, Choon Ki Ahn, Peng Shi

Pages: 2610 - 2620

39) Continuous Exp Strategy for Consumer Preference Analysis Based on Online Ratings

Author(s): Long Ren, Bin Zhu, Zeshui Xu

Pages: 2621 - 2633

40) Trust Cop-Kmeans Clustering Analysis and Minimum-Cost Consensus Model Considering Voluntary Trust Loss in Social Network Large-Scale Decision-Making

Author(s): Su-Min Yu, Zhi-Jiao Du, Xue-Yang Zhang, Han-Yang Luo, Xu-Dong Lin

Pages: 2634 - 2648

41) Statistically Evolving Fuzzy Inference System for Non-Gaussian Noises

Author(s): Zhao-Xu Yang, Hai-Jun Rong, Plamen Angelov, Zhi-Xin Yang

Pages: 2649 - 2664

42) A New Fuzzy Spiking Neural Network Based on Neuronal Contribution Degree

Author(s): Fang Liu, Jie Yang, Witold Pedrycz, Wei Wu

Pages: 2665 - 2677

43) Aperiodic Sampled-Data Takagi–Sugeno Fuzzy Extended State Observer for a Class of Uncertain Nonlinear Systems With External Disturbance and Unmodeled Dynamics

Author(s): Zhichen Li, Huaicheng Yan, Hao Zhang, Hak-Keung Lam, Congzhi Huang

Pages: 2678 - 2692

44) Sampled-Data-Based Event-Triggered Fuzzy Control for PDE Systems Under Cyberattacks

Author(s): Xiaona Song, Qiyuan Zhang, Shuai Song, Choon Ki Ahn

Pages: 2693 - 2705

45) Interval-Valued Aggregation Functions Based on Moderate Deviations Applied to Motor-Imagery-Based Brain–Computer Interface

Author(s): Javier Fumanal-Idocin, Zdenko Takáč, Javier Fernández, José Antonio Sanz, Harkaitz Goyena, Ching-Teng Lin, Yu-Kai Wang, Humberto Bustince

Pages: 2706 - 2720

46) Noise-Tolerant Fuzzy-β-Covering-Based Multigranulation Rough Sets and Feature Subset Selection

Author(s): Zhehuang Huang, Jinjin Li, Yuhua Qian

Pages: 2721 - 2735

47) Expansive Errors-Based Fuzzy Adaptive Prescribed Performance Control by Residual Approximation

Author(s): Shigen Gao, Mingjun Li, Yue Zheng, Hairong Dong

Pages: 2736 - 2746

48) Fractional-Order Terminal Sliding-Mode Control Using Self-Evolving Recurrent Chebyshev Fuzzy Neural Network for MEMS Gyroscope

Author(s): Zhe Wang, Juntao Fei

Pages: 2747 - 2758

49) Relaxed Conditions of Observer Design of Discrete-Time Takagi–Sugeno Fuzzy Systems via a New Multi-Instant Gain-Scheduling Scheme

Author(s): Hongyu Lu, Xiangpeng Xie, Chen Peng

Pages: 2759 - 2768

50) A Fuzzy Lyapunov Function Method to Stability Analysis of Fractional-Order T–S Fuzzy Systems

Author(s): Xiaofei Fan, Zhanshan Wang

Pages: 2769 - 2776

51) Multi-Instant Gain-Scheduling Stabilization of Discrete-Time Takagi–Sugeno Fuzzy Systems Based on a Time-Variant Balanced Matrix Approach

Author(s): Xiangpeng Xie, Chengjie Bu, Chen Peng

Pages: 2777 - 2782

Programming languages for AI: a meta-analysis of popularity

Introduction

There are many articles about which programming languages an AI engineer should be familiar with. While there are frequent similarities between these lists, comparing them is difficult. In this post, I'll briefly report on a quick metanalysis of these articles, with an eye to producing a ranked list of programming languages that balances popularity and rating.

Methodology

The data I used in this analysis came from 24 different articles. To ensure that the data was mostly current, I restricted the articles to those that had been either published or updated since the beginning of 2020. I also checked that each article was from a different author, to prevent duplication. Where several languages were ranked the same on the list, I recorded them as separate entries with the same rank.

Results

The lists were of varying lengths, the minimum was five and the maximum was 12. The most frequent list length was ten, with a mean of 8 and median of 9.

I analysed the lists in three ways:

1. The frequency at which a language appeared in the lists, regardless of position on the list;
2. The median rank assigned to each language across all lists in which it appears, and;
3. A weighted median rank, where the median rank of the language was weighted according to the frequency at which it appeared in lists. This corrects for outliers that were highly ranked on only a small number of lists.

Below are the top ten ranked languages, for each analysis method.

In order of frequency, the top ten languages for AI are:

1. Python
2. Java
3. R
4. C++
5. Lisp
6. Julia
7. Prolog
8. Haskell
9. JavaScript
10. Scala

In order of median rank:

1. Python
2. Java
3. C
4. C#
5. R
6. C++
7. Lisp
8. JavaScript
9. Prolog
10. Julia

Note that this is only the median ranks of languages, regardless of how frequently they are listed. This has the effect of pushing some languages, such as C, higher up the list than they would otherwise be. This is corrected by the weighted median rank.

The top ten languages for AI, as ordered by weighted median rank, are:

1. Python
2. Java
3. R
4. C++
5. Lisp
6. Prolog
7. Julia
8. Haskell
9. JavaScript
10. Scala

As this listing accounts for both rankings of languages, and the frequency at which the language appears in the articles, I consider this to be the most informative.

References

• https://www.itproportal.com/features/top-five-programming-languages-for-ai-and-machine-learning-you-should-learn-this-year/
• https://www.yoh.com/blog/10-best-programming-languages-for-ai-development
• https://www.trio.dev/blog/best-languages-for-ai
• https://www.makeuseof.com/best-programming-languages-ai-development/
• https://www.moveoapps.com/blog/best-programming-languages-ai-development/
• https://www.bairesdev.com/blog/top-6-languages-for-artificial-intelligence/
• https://www.turing.com/blog/best-programming-languages-for-ai-development/
• https://www.springboard.com/blog/data-science/best-programming-language-for-ai/
• https://www.ksolves.com/blog/artificial-intelligence/top-8-programming-languages-for-artificial-intelligence-projects
• https://www.ideamotive.co/blog/the-best-programming-language-for-ai-development
• https://www.spec-india.com/blog/ai-programming-languages
• https://invozone.com/blog/top-8-programming-languages-for-ai-development-in-2022
• https://careerkarma.com/blog/best-programming-languages-for-ai/
• https://www.datasciencecentral.com/best-programming-languages-for-ai-amp-ml-artificial-intelligence/
• https://www.toolbox.com/tech/artificial-intelligence/articles/ai-programming-languages/
• https://blog.robotiq.com/what-is-the-best-programming-language-for-robotics
• https://www.linkedin.com/pulse/top-9-ai-programming-languages-2021-george-burlakov/
• https://pixelplex.io/blog/top-ai-programming-languages/
• https://iglu.net/best-programming-languages-for-ai/
• https://www.zfort.com/blog/best-programming-language-for-ai
• https://www.orientsoftware.com/blog/best-programming-language-for-ai/
• https://readwrite.com/top-10-programming-languages-to-become-an-ai-developer/
• https://towardsdatascience.com/top-programming-languages-for-ai-engineers-in-2020-33a9f16a80b0
• https://www.rankred.com/best-artificial-intelligence-programming-language/

Soft Computing, Volume 26, issue 13, July 2022

1) Implication in finite posets with pseudocomplemented sections

Author(s): Ivan Chajda, Helmut Länger

Pages: 5945 - 5953

2) Chain complex and quotient structure of fuzzy hypergroups

Author(s): F. Barkhori Mehni, S. Ostadhadi-Dehkordi

Pages: 5955 - 5963

3) Decompositions of average probability uninitialized sequential quantum machines

Author(s): Feidan Huang

Pages: 5965 - 5974

4) Pythagorean fuzzy inequality derived by operation, equality and aggregation operator

Author(s): Xindong Peng, Zhigang Luo

Pages: 5975 - 6018

5) Review: a generalized belief interval-valued soft set with applications in decision making

Author(s): Gözde Yaylalı, Nazan Çakmak Polat, Bekir Tanay

Pages: 6019 - 6020

6) A New single switch DC-DC converter for PEM fuel cell-based electric vehicle system with an improved beta-fuzzy logic MPPT controller

Author(s): C. H. Hussaian Basha, C. Rani

Pages: 6021 - 6040

7) An interval method to measure the uncertainty of basic probability assignment

Author(s): Jinyan Su, Yong Deng

Pages: 6041 - 6050

8) An iterative method for solving linear fuzzy fractional integral equation

Author(s): Alexandru Mihai Bica, Shokrollah Ziari, Zoltan Satmari

Pages: 6051 - 6062

9) Mining fuzzy high average-utility itemsets using fuzzy utility lists and efficient pruning approach

Author(s): Manijeh Hajihoseini, Mohammad Karim Sohrabi

Pages: 6063 - 6086

10) q-Rung orthopair fuzzy N-soft aggregation operators and corresponding applications to multiple-attribute group decision making

Author(s): Haidong Zhang, TaiBen Nan, Yanping He

Pages: 6087 - 6099

11) Sustainability assessment of supply chains by a novel robust two-stage network DEA model: a case study in the transport industry

Author(s): Amirali Fathi, Balal Karimi, Reza Farzipoor Saen

Pages: 6101 - 6118

12) Optimal scale combination selection for inconsistent multi-scale decision tables

Author(s): Zhu Yingjie, Yang Bin

Pages: 6119 - 6129

13) Gradient eigendecomposition invariance biogeography-based optimization for mobile robot path planning

Author(s): Xiaodong Na, Jiaqian Wang...Decai Li

Pages: 6131 - 6144

14) ML-WiGR: a meta-learning-based approach for cross-domain device-free gesture recognition

Author(s): Zhenyue Gao, Jianqiang Xue...Wendong Xiao

Pages: 6145 - 6155

15) Ensemble of hybrid neural networks to compensate for epistemic uncertainties: a case study in system prognosis

Author(s): Arinan Dourado, Felipe Viana

Pages: 6157 - 6173

16) Chronic diseases monitoring and diagnosis system based on features selection and machine learning predictive models

Author(s): Sahar A. EL-Rahman, Ala Saleh Alluhaidan...Duna N. AlZunaytan

Pages: 6175 - 6199

17) LM-MFP: large-scale morphology and multi-criteria-based feature pooling for image parsing

Author(s): Vishal Srivastava, Bhaskar Biswas

Pages: 6201 - 6218

18) Unsupervised abnormal detection using VAE with memory

Author(s): Xin Xie, Xinlei Li...Huiping Li

Pages: 6219 - 6231

19) Exploring different interaction among features for CTR prediction

Author(s): Leilei Yang, Wenguang Zheng, Yingyuan Xiao

Pages: 6233 - 6243

20) Brain tumor magnetic resonance image classification: a deep learning approach

Author(s): Machiraju Jaya Lakshmi, S. Nagaraja Rao

Pages: 6245 - 6253

21) An effective text compression–encryption using tight and indirect encryptions

Author(s): Ranganath Ponnaboyina, Ramesh Makala...Venkata Ramana Gupta Nallagattla

Pages: 6255 - 6264

22) Power system security enhancement in FACTS devices based on Yin–Yang pair optimization algorithm

Author(s): A. Amarendra, L. Ravi Srinivas, R. Srinivasa Rao

Pages: 6265 - 6291

23) Enhancing the contrast of the grey-scale image based on meta-heuristic optimization algorithm

Author(s): Ali Hussain Khan, Shameem Ahmed...Ram Sarkar

Pages: 6293 - 6315

24) 2-Tuple unbalanced linguistic multiple-criteria group decision-making using prospect theory data envelopment analysis

Author(s): Imran Khan, Anjana Gupta, Aparna Mehra

Pages: 6317 - 6332

25) Offline parameter estimation of a modified permanent magnet generator using GSA and GSA-PSO

Author(s): Vinod Puri, Yogesh K. Chauhan

Pages: 6333 - 6345

26) A survey on soft computing-based high-utility itemsets mining

Author(s): Rajiv Kumar, Kuldeep Singh

Pages: 6347 - 6392

27) Limestone supplier selection for coal thermal power plant by applying integrated PF-SAW and PF-EDAS approach

Author(s): Fethullah Göçer

Pages: 6393 - 6414

28) Consensus tracking-based clock synchronization for the Internet of Things

Author(s): Yuqing Niu, Ting Yang...Wei Li

Pages: 6415 - 6428

29) Blockchain multi-objective optimization approach-enabled secure and cost-efficient scheduling for the Internet of Medical Things (IoMT) in fog-cloud system

Author(s): Abdullah Lakhan, Mazin Abed Mohammed...Karrar Hameed Abdulkareem

Pages: 6429 - 6442

30) Periodic event-triggered modified repetitive control with equivalent-input-disturbance estimator based on T-S fuzzy model for nonlinear systems

Author(s): Sameh Abd-Elhaleem, Mohamed Soliman, Mohamed Hamdy

Pages: 6443 - 6459

31) Correction to: Periodic event-triggered modified repetitive control with equivalent-input-disturbance estimator based on T-S fuzzy model for nonlinear systems

Author(s): Sameh Abd-Elhaleem, Mohamed Soliman, Mohamed Hamdy

Pages: 6461 - 6462