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

IEEE Transactions on Cognitive and Developmental Systems, Volume 14, Issue 2, June 2022

1) Special Issue on Emerging Topics on Development and Learning

Author(s): María-José Escobar, Nicolás Navarro-Guerrero, Javier Ruiz-Del-Solar, Giulio Sandini

Pages: 255 - 257

2) A Biologically Inspired Computational Model of Time Perception

Author(s): Inês Lourenço, Robert Mattila, Rodrigo Ventura, Bo Wahlberg

Pages: 258 - 268

3) A Sensorimotor Perspective on Contrastive Multiview Visual Representation Learning

Author(s): Alban Laflaquière

Pages: 269 - 278

4) In Search of a Neural Model for Serial Order: A Brain Theory for Memory Development and Higher Level Cognition

Author(s): Alexandre Pitti, Mathias Quoy, Catherine Lavandier, Sofiane Boucenna, Wassim Swaileh, Claudio Weidmann

Pages: 279 - 291

5) Philosophical Specification of Empathetic Ethical Artificial Intelligence

Author(s): Michael Timothy Bennett, Yoshihiro Maruyama

Pages: 292 - 300

6) Time Perception: A Review on Psychological, Computational, and Robotic Models

Author(s): Hamit Basgol, Inci Ayhan, Emre Ugur

Pages: 301 - 315

7) Vision-Based Gaze Estimation: A Review

Author(s): Xinming Wang, Jianhua Zhang, Hanlin Zhang, Shuwen Zhao, Honghai Liu

Pages: 316 - 332

8) The Why, What, and How of Artificial General Intelligence Chip Development

Author(s): Alex P. James

Pages: 333 - 347

9) Deep Learning in EEG: Advance of the Last Ten-Year Critical Period

Author(s): Shu Gong, Kaibo Xing, Andrzej Cichocki, Junhua Li

Pages: 348 - 365

10) To Move or Not to Move: Development of Fine-Tuning of Object Motion in Haptic Exploration

Author(s): Alessandra Sciutti, Giulio Sandini

Pages: 366 - 374

11) A Matrix Determinant Feature Extraction Approach for Decoding Motor and Mental Imagery EEG in Subject-Specific Tasks

Author(s): Muhammad Tariq Sadiq, Xiaojun Yu, Zhaohui Yuan, Muhammad Zulkifal Aziz, Siuly Siuly, Weiping Ding

Pages: 375 - 387

12) A Compressed Sensing Network for Acquiring Human Pressure Information

Author(s): Tao Han, Kuangrong Hao, Xue-Song Tang, Xin Cai, Tong Wang, Xiaoyan Liu

Pages: 388 - 402

13) Imitation Learning-Based Algorithm for Drone Cinematography System

Author(s): Yuanjie Dang, Chong Huang, Peng Chen, Ronghua Liang, Xin Yang, Kwang-Ting Cheng

Pages: 403 - 413

14) Learning Multipart Attention Neural Network for Zero-Shot Classification

Author(s): Min Meng, Jie Wei, Jigang Wu

Pages: 414 - 423

15) Motor-Cortex-Like Recurrent Neural Network and Multitask Learning for the Control of Musculoskeletal Systems

Author(s): Jiahao Chen, Hong Qiao

Pages: 424 - 436

16) Holistically Associated Transductive Zero-Shot Learning

Author(s): Yangyang Xu, Xuemiao Xu, Guoqiang Han, Shengfeng He

Pages: 437 - 447

17) In Situ Learning in Hardware Compatible Multilayer Memristive Spiking Neural Network

Author(s): Jiwei Li, Hui Xu, Sheng-Yang Sun, Nan Li, Qingjiang Li, Zhiwei Li, Haijun Liu

Pages: 448 - 461

18) An Empirical Study of Active Inference on a Humanoid Robot

Author(s): Guillermo Oliver, Pablo Lanillos, Gordon Cheng

Pages: 462 - 471

19) Spontaneous Temporal Grouping Neural Network for Long-Term Memory Modeling

Author(s): Dongjing Shan, Xiongwei Zhang, Chao Zhang

Pages: 472 - 484

20) Augmented Memory Replay in Reinforcement Learning With Continuous Control

Author(s): Mirza Ramicic, Andrea Bonarini

Pages: 485 - 496

21) Cogno-Vest: A Torso-Worn, Force Display to Experimentally Induce Specific Hallucinations and Related Bodily Sensations

Author(s): Atena Fadaei Jouybari, Kenny Jeanmonod, Olivier A. Kannape, Jevita Potheegadoo, Hannes Bleuler, Masayuki Hara, Olaf Blanke

Pages: 497 - 506

22) Multiscale Brain-Like Neural Network for Saliency Prediction on Omnidirectional Images

Author(s): Dandan Zhu, Yongqing Chen, Defang Zhao, Yucheng Zhu, Qiangqiang Zhou, Guangtao Zhai, Xiaokang Yang

Pages: 507 - 518

23) A Dissemination Model Based on Psychological Theories in Complex Social Networks

Author(s): Tianyi Luo, Zhidong Cao, Daniel Zeng, Qingpeng Zhang

Pages: 519 - 531

24) Neural Correlates of Single-Task Versus Cognitive-Motor Dual-Task Training

Author(s): Jiaxing Wang, Weiqun Wang, Shixin Ren, Weiguo Shi, Zeng-Guang Hou

Pages: 532 - 540

25) RCIT: An RSVP-Based Concealed Information Test Framework Using EEG Signals

Author(s): Hanwen Wang, Yu Qi, Hang Yu, Yueming Wang, Cong Liu, Guoping Hu, Gang Pan

Pages: 541 - 551

26) Resting-State Brain Connectivity via Multivariate EMD in Mild Cognitive Impairment

Author(s): Haifeng Wu, Lingxu Kong, Yu Zeng, Han Bao

Pages: 552 - 564

27) Toward Emerging Cubic-Spline Patterns With a Mobile Robotics Swarm System

Author(s): Belkacem Khaldi, Fouzi Harrou, Foudil Cherif, Ying Sun

Pages: 565 - 577

28) Bicriteria Velocity Minimization Approach of Self-Motion for Redundant Robot Manipulators With Varying-Gain Recurrent Neural Network

Author(s): Xiaohui Ren, Pengchao Zhang, Zhijun Zhang

Pages: 578 - 587

29) Cross-Corpus Speech Emotion Recognition Based on Joint Transfer Subspace Learning and Regression

Author(s): Weijian Zhang, Peng Song, Dongliang Chen, Chao Sheng, Wenjing Zhang

Pages: 588 - 598

30) A Portable Device for Hand Rehabilitation With Force Cognition: Design, Interaction, and Experiment

Author(s): Lei Yang, Fuhai Zhang, Jingbin Zhu, Yili Fu

Pages: 599 - 607

31) Evaluation of Mental Workload Associated With Time Pressure in Rapid Serial Visual Presentation Tasks

Author(s): Weibo Yi, Shuang Qiu, Xinan Fan, Lijian Zhang, Dong Ming

Pages: 608 - 616

32) A Brain-Inspired Self-Organizing Episodic Memory Model for a Memory Assistance Robot

Author(s): Chiao-Yu Yang, Edwinn Gamborino, Li-Chen Fu, Yu-Ling Chang

Pages: 617 - 628

33) Feature-Specific Denoising of Neural Activity for Natural Image Identification

Author(s): Hao Wu, Nanning Zheng, Badong Chen

Pages: 629 - 638

34) Robust Heart Rate Estimation With Spatial–Temporal Attention Network From Facial Videos

Author(s): Min Hu, Fei Qian, Xiaohua Wang, Lei He, Dong Guo, Fuji Ren

Pages: 639 - 647

35) MFFFLD: A Multimodal-Feature-Fusion-Based Fingerprint Liveness Detection

Author(s): Chengsheng Yuan, Shengming Jiao, Xingming Sun, Q. M. Jonathan Wu

Pages: 648 - 661

36) Conditional Generative Adversarial Networks for Optimal Path Planning

Author(s): Nachuan Ma, Jiankun Wang, Jianbang Liu, Max Q.-H. Meng

Pages: 662 - 671

37) Data-Fusion-Based Two-Stage Cascade Framework for Multimodality Face Anti-Spoofing

Author(s): Weihua Liu, Xiaokang Wei, Tao Lei, Xingwu Wang, Hongying Meng, Asoke K. Nandi

Pages: 672 - 683

38) Epileptic Classification With Deep-Transfer-Learning-Based Feature Fusion Algorithm

Author(s): Jiuwen Cao, Dinghan Hu, Yaomin Wang, Jianzhong Wang, Baiying Lei

Pages: 684 - 695

39) Attention-Mechanism-Based Real-Time Gaze Tracking in Natural Scenes With Residual Blocks

Author(s): Lihong Dai, Jinguo Liu, Zhaojie Ju, Yang Gao

Pages: 696 - 707

40) Effect of Physical and Virtual Feedback on Reach-to-Grasp Movements in Virtual Environments

Author(s): Qiuwen Cai, Junhua Li, Jinyi Long

Pages: 708 - 714

41) Comparing Recognition Performance and Robustness of Multimodal Deep Learning Models for Multimodal Emotion Recognition

Author(s): Wei Liu, Jie-Lin Qiu, Wei-Long Zheng, Bao-Liang Lu

Pages: 715 - 729

42) Uncertainty Modeling for Multicenter Autism Spectrum Disorder Classification Using Takagi–Sugeno–Kang Fuzzy Systems

Author(s): Zhongyi Hu, Jun Wang, Chunxiang Zhang, Zhenzhen Luo, Xiaoqing Luo, Lei Xiao, Jun Shi

Pages: 730 - 739

43) Time-Spatial Multiscale Net for Vehicle Counting and Traffic Volume Estimation

Author(s): Shuang Li, Chunsheng Liu, Faliang Chang

Pages: 740 - 751

44) Multiscale Conditional Relationship Graph Network for Referring Relationships in Images

Author(s): Jian Zhu, Hanli Wang

Pages: 752 - 760

45) Investigating Neural Substrates of Individual Independence and Interdependence Orientations via Efficiency-Based Dynamic Functional Connectivity: A Machine Learning Approach

Author(s): Yifan Zhu, Xuesong Li, Yang Sun, Haixu Wang, Hua Guo, Jie Sui

Pages: 761 - 771

46) EMRES: A New EMotional RESpondent Robot

Author(s): Elena Battini Sönmez, Hasan Han, Oǧuzcan Karadeniz, Tuǧba Dalyan, Baykal Sarıoǧlu

Pages: 772 - 780

 

IEEE Transactions on Neural Networks and Learning Systems, Volume 33, Issue 6, June 2022

1) Editorial Deep Learning for Anomaly Detection

Author(s): Guansong Pang, Charu Aggarwal, Chunhua Shen, Nicu Sebe

Pages: 2282 - 2286

2) SmithNet: Strictness on Motion-Texture Coherence for Anomaly Detection

Author(s): Trong-Nguyen Nguyen, Sébastien Roy, Jean Meunier

Pages: 2287 - 2300

3) Robust Unsupervised Video Anomaly Detection by Multipath Frame Prediction

Author(s): Xuanzhao Wang, Zhengping Che, Bo Jiang, Ning Xiao, Ke Yang, Jian Tang, Jieping Ye, Jingyu Wang, Qi Qi

Pages: 2301 - 2312

4) MOCCA: Multilayer One-Class Classification for Anomaly Detection

Author(s): Fabio Valerio Massoli, Fabrizio Falchi, Alperen Kantarci, Şeymanur Akti, Hazim Kemal Ekenel, Giuseppe Amato

Pages: 2313 - 2323

5) Memory-Augmented Generative Adversarial Networks for Anomaly Detection

Author(s): Ziyi Yang, Teng Zhang, Iman Soltani Bozchalooi, Eric Darve

Pages: 2324 - 2334

6) Memorizing Structure-Texture Correspondence for Image Anomaly Detection

Author(s): Kang Zhou, Jing Li, Yuting Xiao, Jianlong Yang, Jun Cheng, Wen Liu, Weixin Luo, Jiang Liu, Shenghua Gao

Pages: 2335 - 2349

7) Entropic Out-of-Distribution Detection: Seamless Detection of Unknown Examples

Author(s): David Macêdo, Tsang Ing Ren, Cleber Zanchettin, Adriano L. I. Oliveira, Teresa Ludermir

Pages: 2350 - 2364

8) Automated Anomaly Detection via Curiosity-Guided Search and Self-Imitation Learning

Author(s): Yuening Li, Zhengzhang Chen, Daochen Zha, Kaixiong Zhou, Haifeng Jin, Haifeng Chen, Xia Hu

Pages: 2365 - 2377

9) Anomaly Detection on Attributed Networks via Contrastive Self-Supervised Learning

Author(s): Yixin Liu, Zhao Li, Shirui Pan, Chen Gong, Chuan Zhou, George Karypis

Pages: 2378 - 2392

10) A Synergistic Approach for Graph Anomaly Detection With Pattern Mining and Feature Learning

Author(s): Tong Zhao, Tianwen Jiang, Neil Shah, Meng Jiang

Pages: 2393 - 2405

11) Cross-Domain Graph Anomaly Detection

Author(s): Kaize Ding, Kai Shu, Xuan Shan, Jundong Li, Huan Liu

Pages: 2406 - 2415

12) Graph Convolutional Adversarial Networks for Spatiotemporal Anomaly Detection

Author(s): Leyan Deng, Defu Lian, Zhenya Huang, Enhong Chen

Pages: 2416 - 2428

13) Learning to Classify With Incremental New Class

Author(s): Da-Wei Zhou, Yang Yang, De-Chuan Zhan

Pages: 2429 - 2443

14) Semisupervised Training of Deep Generative Models for High-Dimensional Anomaly Detection

Author(s): Qin Xie, Peng Zhang, Boseon Yu, Jaesik Choi

Pages: 2444 - 2453

15) Feature Encoding With Autoencoders for Weakly Supervised Anomaly Detection

Author(s): Yingjie Zhou, Xucheng Song, Yanru Zhang, Fanxing Liu, Ce Zhu, Lingqiao Liu

Pages: 2454 - 2465

16) Attract–Repel Encoder: Learning Anomaly Representation Away From Landmarks

Author(s): Jiachen Zhao, Fang Deng, Yongling Li, Jie Chen

Pages: 2466 - 2479

17) Center-Aware Adversarial Autoencoder for Anomaly Detection

Author(s): Daoming Li, Qinghua Tao, Jiahao Liu, Huangang Wang

Pages: 2480 - 2493

18) Comparison of Anomaly Detectors: Context Matters

Author(s): Vít Škvára, Jan Francå, Matěj Zorek, Tomáš Pevný, Václav Šmídl

Pages: 2494 - 2507

19) An Evaluation of Anomaly Detection and Diagnosis in Multivariate Time Series

Author(s): Astha Garg, Wenyu Zhang, Jules Samaran, Ramasamy Savitha, Chuan-Sheng Foo

Pages: 2508 - 2517

20) Learning Fast and Slow: Propedeutica for Real-Time Malware Detection

Author(s): Ruimin Sun, Xiaoyong Yuan, Pan He, Qile Zhu, Aokun Chen, André Grégio, Daniela Oliveira, Xiaolin Li

Pages: 2518 - 2529

21) Joint Stance and Rumor Detection in Hierarchical Heterogeneous Graph

Author(s): Chen Li, Hao Peng, Jianxin Li, Lichao Sun, Lingjuan Lyu, Lihong Wang, Philip S. Yu, Lifang He

Pages: 2530 - 2542

22) Deep Graph Learning for Anomalous Citation Detection

Author(s): Jiaying Liu, Feng Xia, Xu Feng, Jing Ren, Huan Liu

Pages: 2543 - 2557

23) A Novel Deep Class-Imbalanced Semisupervised Model for Wind Turbine Blade Icing Detection

Author(s): Xu Cheng, Fan Shi, Xiufeng Liu, Meng Zhao, Shengyong Chen

Pages: 2558 - 2570

24) Guest Editorial Special Issue on New Frontiers in Extremely Efficient Reservoir Computing

Author(s): Gouhei Tanaka, Claudio Gallicchio, Alessio Micheli, Juan-Pablo Ortega, Akira Hirose

Pages: 2571 - 2574

25) Reservoir Memory Machines as Neural Computers

Author(s): Benjamin Paaßen, Alexander Schulz, Terrence C. Stewart, Barbara Hammer

Pages: 2575 - 2585

26) Consistency Hierarchy of Reservoir Computers

Author(s): Thomas Jüngling, Thomas Lymburn, Michael Small

Pages: 2586 - 2595

27) An Echo State Network Imparts a Curve Fitting

Author(s): G. Manjunath

Pages: 2596 - 2604

28) Adaptive Practical Nonlinear Model Predictive Control for Echo State Network Models

Author(s): Bernardo Barancelli Schwedersky, Rodolfo César Costa Flesch, Samuel Bahu Rovea

Pages: 2605 - 2614

29) Echo State Networks for Practical Nonlinear Model Predictive Control of Unknown Dynamic Systems

Author(s): Jean Panaioti Jordanou, Eric Aislan Antonelo, Eduardo Camponogara

Pages: 2615 - 2629

30) Real-Time and Adaptive Reservoir Computing With Application to Profile Prediction in Fusion Plasma

Author(s): Azarakhsh Jalalvand, Joseph Abbate, Rory Conlin, Geert Verdoolaege, Egemen Kolemen

Pages: 2630 - 2641

31) Multiresolution Reservoir Graph Neural Network

Author(s): Luca Pasa, Nicolò Navarin, Alessandro Sperduti

Pages: 2642 - 2653

32) Hierarchical-Task Reservoir for Online Semantic Analysis From Continuous Speech

Author(s): Luca Pedrelli, Xavier Hinaut

Pages: 2654 - 2663

33) High-Performance Reservoir Computing With Fluctuations in Linear Networks

Author(s): Johannes Nokkala, Rodrigo Martínez-Peña, Roberta Zambrini, Miguel C. Soriano

Pages: 2664 - 2675

34) Neuromorphic Time-Multiplexed Reservoir Computing With On-the-Fly Weight Generation for Edge Devices

Author(s): Sarthak Gupta, Satrajit Chakraborty, Chetan Singh Thakur

Pages: 2676 - 2685

35) Neural Schrödinger Equation: Physical Law as Deep Neural Network

Author(s): Mitsumasa Nakajima, Kenji Tanaka, Toshikazu Hashimoto

Pages: 2686 - 2700

36) Cellular Automata Can Reduce Memory Requirements of Collective-State Computing

Author(s): Denis Kleyko, Edward Paxon Frady, Friedrich T. Sommer

Pages: 2701 - 2713

37) Information Processing Capacity of a Single-Node Reservoir Computer: An Experimental Evaluation

Author(s): Benedikt Vettelschoss, André Röhm, Miguel C. Soriano

Pages: 2714 - 2725

38) Vertebrae Labeling via End-to-End Integral Regression Localization and Multi-Label Classification Network

Author(s): Chunli Qin, Ji Zhou, Demin Yao, Han Zhuang, Hui Wang, Shiyao Chen, Yonghong Shi, Zhijian Song

Pages: 2726 - 2736

39) Reachable Set Estimation of Delayed Markovian Jump Neural Networks Based on an Improved Reciprocally Convex Inequality

Author(s): Guoqiang Tan, Zhanshan Wang

Pages: 2737 - 2742

Complex & Intelligent Systems, Volume 8, issue 3, June 2022

1) Guest Editorial on “Computational intelligence in analysis and integration of complex systems”

Author(s): Bo Zhao, Wenyi Zeng...Qichao Zhang

Pages: 1819 - 1821

2) FSD-SLAM: a fast semi-direct SLAM algorithm

Author(s): Xiang Dong, Long Cheng...Teng Li

Pages: 1823 - 1834

3) A tractor-trailer parking control scheme using adaptive dynamic programming

Author(s): Chenyong Guan, Yu Jiang

Pages: 1835 - 1845

4) Remote sensing image building detection method based on Mask R-CNN

Author(s): Qinzhe Han, Qian Yin...Ziyi Chen

Pages: 1847 - 1855

5) A game strategy model in the digital curling system based on NFSP

Author(s): Yuntao Han, Qibin Zhou, Fuqing Duan

Pages: 1857 - 1863

6) ResCaps: an improved capsule network and its application in ultrasonic image classification of thyroid papillary carcinoma

Author(s): Xiongzhi Ai, Jiawei Zhuang...Yu Fu

Pages: 1865 - 1873

7) Deep transfer learning: a novel glucose prediction framework for new subjects with type 2 diabetes

Author(s): Xia Yu, Tao Yang...Jian Zhou

Pages: 1875 - 1887

8) Sliding-mode observers based distributed consensus control for nonlinear multi-agent systems with disturbances

Author(s): Yulian Jiang, Yuhang Zhang...Keping Liu

Pages: 1889 - 1897

9) Collision-free path planning for welding manipulator via hybrid algorithm of deep reinforcement learning and inverse kinematics

Author(s): Jie Zhong, Tao Wang, Lianglun Cheng

Pages: 1899 - 1912

10) Compensator-critic structure-based event-triggered decentralized tracking control of modular robot manipulators: theory and experimental verification

Author(s): Bing Ma, Yuanchun Li

Pages: 1913 - 1927

11) A deep learning-based computer-aided diagnosis method of X-ray images for bone age assessment

Author(s): Shaowei Li, Bowen Liu...Dongxu Zhang

Pages: 1929 - 1939

12) Neural network based asynchronous synchronization for fuzzy hidden Markov jump complex dynamical networks

Author(s): Chao Ma, Liziyi Hao, Hang Fu

Pages: 1941 - 1948

13) A novel sEMG-based force estimation method using deep-learning algorithm

Author(s): Shaoyang Hua, Congqing Wang, Xuewei Wu

Pages: 1949 - 1961

14) Sliding mode-based online fault compensation control for modular reconfigurable robots through adaptive dynamic programming

Author(s): Hongbing Xia, Ping Guo

Pages: 1963 - 1973

15) Dueling deep Q-networks for social awareness-aided spectrum sharing

Author(s): Yonghua Wang, Xueyang Li...Xia Deng

Pages: 1975 - 1986

16) A neuro-swarming intelligent heuristic for second-order nonlinear Lane–Emden multi-pantograph delay differential system

Author(s): Zulqurnain Sabir, Muhammad Asif Zahoor Raja...Ayman A. Aly

Pages: 1987 - 2000

17) Reinforcement learning for the traveling salesman problem with refueling

Author(s): André L. C. Ottoni, Erivelton G. Nepomuceno...Daniela C. R. de Oliveira

Pages: 2001 - 2015

18) An integrated fuzzy model for evaluation and selection of mobile banking (m-banking) applications using new fuzzy-BWM and fuzzy-TOPSIS

Author(s): Pranith Kumar Roy, Krishnendu Shaw

Pages: 2017 - 2038

19) DensePILAE: a feature reuse pseudoinverse learning algorithm for deep stacked autoencoder

Author(s): Jue Wang, Ping Guo, Yanjun Li

Pages: 2039 - 2049

20) Self-adaptive opposition-based differential evolution with subpopulation strategy for numerical and engineering optimization problems

Author(s): Jiahang Li, Yuelin Gao...Qinwen Yang

Pages: 2051 - 2089

21) Motion intensity modeling and trajectory control of upper limb rehabilitation exoskeleton robot based on multi-modal information

Author(s): WenDong Wang, JunBo Zhang...Peng Zhang

Pages: 2091 - 2103

22) Multi-label feature selection based on fuzzy neighborhood rough sets

Author(s): Jiucheng Xu, Kaili Shen, Lin Sun

Pages: 2105 - 2129

23) Single-valued neutrosophic Einstein interactive aggregation operators with applications for material selection in engineering design: case study of cryogenic storage tank

Author(s): Hafiz Muhammad Athar Farid, Muhammad Riaz

Pages: 2131 - 2149

24) A decomposition structure learning algorithm in Bayesian network based on a two-stage combination method

Author(s): Huiping Guo, Hongru Li

Pages: 2151 - 2165

25) A state of health estimation method for electric vehicle Li-ion batteries using GA-PSO-SVR

Author(s): Yue Zhi, Heqi Wang, Liang Wang

Pages: 2167 - 2182

26) Modeling students’ performance using graph convolutional networks

Author(s): Ahmed A. Mubarak, Han Cao...Fei Hao

Pages: 2183 - 2201

27) Group decision making method with hesitant fuzzy preference relations based on additive consistency and consensus

Author(s): Jian Li, Li-li Niu...Wenjing Li

Pages: 2203 - 2225

28) Path planning of a manipulator based on an improved P_RRT* algorithm

Author(s): Junhui Yi, Qingni Yuan...Huan Bai

Pages: 2227 - 2245

29) ASN-SMOTE: a synthetic minority oversampling method with adaptive qualified synthesizer selection

Author(s): Xinkai Yi, Yingying Xu...Zhenzhou Tang

Pages: 2247 - 2272

30) Safe-Nav: learning to prevent PointGoal navigation failure in unknown environments

Author(s): Sheng Jin, Qinghao Meng...Huirang Hou

Pages: 2273 - 2290

31) Content-adaptive image compression and encryption via optimized compressive sensing with double random phase encoding driven by chaos

Author(s): Zhihua Gan, Xiuli Chai...Xiuhui Chen

Pages: 2291 - 2309

32) Enhanced graph recommendation with heterogeneous auxiliary information

Author(s): Fulian Yin, Meiqi Ji...Sitong Li

Pages: 2311 - 2324

33) Decision-making methods based on fuzzy soft competition hypergraphs

Author(s): Muhammad Akram, Sundas Shahzadi...Musavarah Sarwar

Pages: 2325 - 2348

34) Cq-ROFRS: covering q-rung orthopair fuzzy rough sets and its application to multi-attribute decision-making process

Author(s): Harish Garg, Mohammed Atef

Pages: 2349 - 2370

35) Hybrid attention network with appraiser-guided loss for counterfeit luxury handbag detection

Author(s): Jianbiao Peng, Beiji Zou...Chengzhang Zhu

Pages: 2371 - 2381

36) Convergence and gradient algorithm of a class of neural networks based on the polygonal fuzzy numbers representation

Author(s): Gang Sun, Mingxin Wang, Xiaoping Li

Pages: 2383 - 2404

37) Two-layer LSTM network-based prediction of epileptic seizures using EEG spectral features

Author(s): Kuldeep Singh, Jyoteesh Malhotra

Pages: 2405 - 2418

38) Lifetime prolongation of a wireless charging sensor network using a mobile robot via linear Diophantine fuzzy graph environment

Author(s): Karthikeyan Prakash, Mani Parimala...Muhammad Riaz

Pages: 2419 - 2434

39) Decision-making based on probabilistic linguistic term sets without loss of information

Author(s): Zhihong Yi

Pages: 2435 - 2449

40) A hybrid model integrating FMEA and HFACS to assess the risk of inter-city bus accidents

Author(s): James J. H. Liou, Perry C. Y. Liu...Yu-Zeng Wu

Pages: 2451 - 2470

41) A deep learning method DCWR with HANet for stock market prediction using news articles

Author(s): Saleh Albahli, Awais Awan...Waleed Albattah

Pages: 2471 - 2487

42) TAUNet: a triple-attention-based multi-modality MRI fusion U-Net for cardiac pathology segmentation

Author(s): Dapeng Li, Yanjun Peng...Jindong Sun

Pages: 2489 - 2505

43) Memory-based variable neighborhood search for green vehicle routing problem with passing-by drivers: a comprehensive perspective

Author(s): Lei Cao, Chun-ming Ye...Zhen-kun Wang

Pages: 2507 - 2525

44) Neuroadaptive control of information-poor servomechanisms with smooth and nonsmooth uncertainties

Author(s): Guichao Yang, Hua Wang

Pages: 2527 - 2539

45) An integrated quality-function-deployment and stochastic-dominance-based decision-making approach for prioritizing product concept alternatives

Author(s): Zeng-Qiang Wang, Zhen-Song Chen...Kwai-Sang Chin

Pages: 2541 - 2556

46) Optimization on dual-channel supply chain model with pricing decision and trapezoidal fuzzy demand under a controllable lead time

Author(s): B. Karthick, R. Uthayakumar

Pages: 2557 - 2591

47) Data collection protocols for VANETs: a survey

Author(s): Maryam Gillani, Hafiz Adnan Niaz...Ata Ullah

Pages: 2593 - 2622

48) Computational intelligence in processing of speech acoustics: a survey

Author(s): Amitoj Singh, Navkiran Kaur...Munish Kumar

Pages: 2623 - 2661

49) Feature dimensionality reduction: a review

Author(s): Weikuan Jia, Meili Sun...Sujuan Hou

Pages: 2663 - 2693

50) Correction to: Efficient structural pseudoinverse learning-based hierarchical representation learning for skin lesion classification

Author(s): Xiaodan Deng, Qian Yin, Ping Guo

Pages: 2695 - 2695