IEEE Transactions on Fuzzy Systems, Volume 30, Issue 6, June 2022

1) Guest Editorial Special Issue on Cyborg Intelligence: Human Enhancement With Fuzzy Sets

Author(s): Zhijun Li, Jian Huang, Hang Su, Zhaojie Ju

Pages: 1502 - 1505

2) Incremental Motor Skill Learning and Generalization From Human Dynamic Reactions Based on Dynamic Movement Primitives and Fuzzy Logic System

Author(s): Zhenyu Lu, Ning Wang, Miao Li, Chenguang Yang

Pages: 1506 - 1515

3) Explainable CNN With Fuzzy Tree Regularization for Respiratory Sound Analysis

Author(s): Jianqiang Li, Cheng Wang, Jie Chen, Heng Zhang, Yuyan Dai, Lingwei Wang, Li Wang, Asoke K. Nandi

Pages: 1516 - 1528

4) Generalized Point Set Registration With Fuzzy Correspondences Based on Variational Bayesian Inference

Author(s): Ang Zhang, Zhe Min, Zhengyan Zhang, Max Q.-H. Meng

Pages: 1529 - 1540

5) Fuzzy Enhanced Adaptive Admittance Control of a Wearable Walking Exoskeleton With Step Trajectory Shaping

Author(s): Pengbo Huang, Zhijun Li, MengChu Zhou, Xiang Li, Mengyue Cheng

Pages: 1541 - 1552

6) A Muscle Synergy-Driven ANFIS Approach to Predict Continuous Knee Joint Movement

Author(s): Wenjuan Zhong, Xueming Fu, Mingming Zhang

Pages: 1553 - 1563

7) Fuzzy Approximation-Based Task-Space Control of Robot Manipulators With Remote Center of Motion Constraint

Author(s): Hang Su, Wen Qi, Jiahao Chen, Dandan Zhang

Pages: 1564 - 1573

8) Adaptability Control Towards Complex Ground Based on Fuzzy Logic for Humanoid Robots

Author(s): Chencheng Dong, Zhangguo Yu, Xuechao Chen, Huanzhong Chen, Yan Huang, Qiang Huang

Pages: 1574 - 1584

9) Reducing Criteria in Multicriteria Group Decision-Making Methods Using Hierarchical Clustering Methods and Fuzzy Ontologies

Author(s): Juan Antonio Morente-Molinera, Yinglin Wang, Zai-Wu Gong, A. Morfeq, Rami Al-Hmouz, Enrique Herrera-Viedma

Pages: 1585 - 1598

10) Building Trend Fuzzy Granulation-Based LSTM Recurrent Neural Network for Long-Term Time-Series Forecasting

Author(s): Yuqing Tang, Fusheng Yu, Witold Pedrycz, Xiyang Yang, Jiayin Wang, Shihu Liu

Pages: 1599 - 1613

11) Membership-Function-Dependent Control Design and Stability Analysis of Interval Type-2 Sampled-Data Fuzzy-Model-Based Control System

Author(s): Ming Chen, Hak-Keung Lam, Bo Xiao, Chengbin Xuan

Pages: 1614 - 1623

12) A Novel Kernelized Total Bregman Divergence-Driven Possibilistic Fuzzy Clustering With Multiple Information Constraints for Image Segmentation

Author(s): Chengmao Wu, Xue Zhang

Pages: 1624 - 1639

13) Stability Analysis for Mamdani-Type Integral Fuzzy-Based Sliding-Mode Control of Systems Under Persistent Disturbances

Author(s): Pablo J. Prieto, Luis T. Aguilar, Selene L. Cardenas-Maciel, Jorge A. Lopez-Renteria, Nohe R. Cazarez-Castro

Pages: 1640 - 1647

14) Exponential Stability of Stochastic Takagi-Sugeno Fuzzy Systems Under Intermittent Dynamic Event-Triggered Control

Author(s): Yongbao Wu, Sai Hu, Wenxue Li

Pages: 1648 - 1659

15) Novel Pythagorean Fuzzy Correlation Measures Via Pythagorean Fuzzy Deviation, Variance, and Covariance With Applications to Pattern Recognition and Career Placement

Author(s): Paul Augustine Ejegwa, Shiping Wen, Yuming Feng, Wei Zhang, Ning Tang

Pages: 1660 - 1668

16) Inverse Optimal Design of Direct Adaptive Fuzzy Controllers for Uncertain Nonlinear Systems

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

Pages: 1669 - 1682

17) Incremental Feature Selection Using a Conditional Entropy Based on Fuzzy Dominance Neighborhood Rough Sets

Author(s): Binbin Sang, Hongmei Chen, Lei Yang, Tianrui Li, Weihua Xu

Pages: 1683 - 1697

18) A Novel Extension of Best-Worst Method With Intuitionistic Fuzzy Reference Comparisons

Author(s): Shuping Wan, Jiuying Dong

Pages: 1698 - 1711

19) Fractional Sliding-Mode Control for Microgyroscope Based on Multilayer Recurrent Fuzzy Neural Network

Author(s): Juntao Fei, Zhe Wang, Xiao Liang, Zhilin Feng, Yuncan Xue

Pages: 1712 - 1721

20) Static Output-Feedback Tracking Control for Positive Polynomial Fuzzy Systems

Author(s): Lining Fu, H. K. Lam, Fucai Liu, Bo Xiao, Zhixiong Zhong

Pages: 1722 - 1733

21) Fuzzy Intermittent Extended Dissipative Control for Delayed Distributed Parameter Systems With Stochastic Disturbance: A Spatial Point Sampling Approach

Author(s): Kui Ding, Quanxin Zhu

Pages: 1734 - 1749

22) Event-Triggered Adaptive Fault-Tolerant Control for Nonaffine Uncertain Systems With Output Tracking Errors Constraints

Author(s): Yang Wu, Guoshan Zhang, Li-Bing Wu

Pages: 1750 - 1761

23) Ordinal Sum of Two Binary Operations Being a T-Norm on Bounded Lattice

Author(s): Xinxing Wu, Qin Zhang, Xu Zhang, Gül Deniz Çaylı, Lidong Wang

Pages: 1762 - 1772

24) Switched-Observer-Based Event-Triggered Adaptive Fuzzy Funnel Control for Switched Nonlinear Systems

Author(s): Fenglan Wang, Lijun Long

Pages: 1773 - 1787

25) Design and Optimization of Robust Path Tracking Control for Autonomous Vehicles With Fuzzy Uncertainty

Author(s): Zeyu Yang, Jin Huang, Diange Yang, Zhihua Zhong

Pages: 1788 - 1800

26) Finite-Time Almost Sure Stability of a Markov Jump Fuzzy System With Delayed Inputs

Author(s): He Zhang, Shengyuan Xu

Pages: 1801 - 1808

27) Adaptive Fuzzy Decentralized Sampled-Data Control for Large-Scale Nonlinear Systems

Author(s): Yongming Li, Kunting Yu

Pages: 1809 - 1822

28) High-Efficient Fuzzy Querying With HiveQL for Big Data Warehousing

Author(s): Bożena Małysiak-Mrozek, Jadwiga Wieszok, Witold Pedrycz, Weiping Ding, Dariusz Mrozek

Pages: 1823 - 1837

29) Design of a Fuzzy Adaptive Sliding Mode Control System for MEMS Tunable Capacitors in Voltage Reference Applications

Author(s): Ehsan Ranjbar, Amir Abolfazl Suratgar, Mohammad Bagher Menhaj, Mukesh Prasad

Pages: 1838 - 1852

30) Event-Based H∞ Control for Discrete-Time Fuzzy Markov Jump Systems Subject to DoS Attacks

Author(s): Pengyu Zeng, Feiqi Deng, Hongyang Zhang, Xiaobin Gao

Pages: 1853 - 1863

31) Further Results on Sampled-Data H∞ Filtering for T-S Fuzzy Systems With Asynchronous Premise Variables

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

Pages: 1864 - 1874

32) H∞ PID Control for Discrete-Time Fuzzy Systems With Infinite-Distributed Delays Under Round-Robin Communication Protocol

Author(s): Yezheng Wang, Zidong Wang, Lei Zou, Hongli Dong

Pages: 1875 - 1888

33) Observer-Based Sliding Mode Control for Networked Fuzzy Singularly Perturbed Systems Under Weighted Try-Once-Discard Protocol

Author(s): Jing Wang, Chengyu Yang, Jianwei Xia, Zheng-Guang Wu, Hao Shen

Pages: 1889 - 1899

34) Interactive Transfer Learning-Assisted Fuzzy Neural Network

Author(s): Honggui Han, Hongxu Liu, Zheng Liu, Junfei Qiao

Pages: 1900 - 1913

35) Fault-Tolerant Tracking Control of Discrete-Time T-S Fuzzy Systems With Input Constraint

Author(s): Iman Zare, Peyman Setoodeh, Mohammad Hassan Asemani

Pages: 1914 - 1928

36) Fuzzy Lyapunov-Based Model Predictive Sliding-Mode Control of Nonlinear Systems: An Ellipsoid Recursive Feasibility Approach

Author(s): Mohsen Farbood, Mokhtar Shasadeghi, Taher Niknam, Behrouz Safarinejadian

Pages: 1929 - 1938

37) Event-Based Adaptive Fuzzy Fixed-Time Secure Control for Nonlinear CPSs Against Unknown False Data Injection and Backlash-Like Hysteresis

Author(s): Shuai Song, Ju H. Park, Baoyong Zhang, Xiaona Song

Pages: 1939 - 1951

38) Characterizations and Applications of Fuzzy Implications Generated by a Pair of Generators of T-Norms and the Usual Addition of Real Numbers

Author(s): Hongjun Zhou

Pages: 1952 - 1966

39) Fast Training of Adversarial Deep Fuzzy Classifier by Downsizing Fuzzy Rules With Gradient Guided Learning

Author(s): Suhang Gu, Chi Man Vong, Pak Kin Wong, Shitong Wang

Pages: 1967 - 1980

40) Reachability Analysis-Based Interval Estimation for Discrete-Time Takagi-Sugeno Fuzzy Systems

Author(s): Shenghui Guo, Weijie Ren, Choon Ki Ahn, Chenglin Wen, Hak-Keung Lam

Pages: 1981 - 1992

41) Adaptive Fuzzy Prescribed Finite-Time Tracking Control for Nonlinear System With Unknown Control Directions

Author(s): Yang Liu, Huaguang Zhang, Yingchun Wang, He Ren, Qiaochu Li

Pages: 1993 - 2003

42) H-Rank Consensus Models for Fuzzy Preference Relations Considering Eliminating Rank Violations

Author(s): Jiancheng Tu, Zhibin Wu

Pages: 2004 - 2018

43) Social Trust Driven Consensus Reaching Model With a Minimum Adjustment Feedback Mechanism Considering Assessments-Modifications Willingness

Author(s): Hengjie Zhang, Fang Wang, Yucheng Dong, Francisco Chiclana, Enrique Herrera-Viedma

Pages: 2019 - 2031

44) Event-Based Secure Control of T-S Fuzzy-Based 5-DOF Active Semivehicle Suspension Systems Subject to DoS Attacks

Author(s): Zhou Gu, Xiang Sun, Hak-Keung Lam, Dong Yue, Xiangpeng Xie

Pages: 2032 - 2043

45) Fuzzy-Control-Based Chance-Constrained Programming for Humanitarian Relief Allocation Problem

Author(s): Jianghua Zhang, Yang Liu, Xiaojie Su, Peng Shi

Pages: 2044 - 2054

46) Spatial Colocation Pattern Discovery Incorporating Fuzzy Theory

Author(s): Xiaoxuan Wang, Le Lei, Lizhen Wang, Peizhong Yang, Hongmei Chen

Pages: 2055 - 2072

47) A Novel Data-Driven Approach to Autonomous Fuzzy Clustering

Author(s): Xiaowei Gu, Qiang Ni, Guolin Tang

Pages: 2073 - 2085

48) Membership-Function-Dependent Design of L1-Gain Output-Feedback Controller for Stabilization of Positive Polynomial Fuzzy Systems

Author(s): Aiwen Meng, Hak-Keung Lam, Fucai Liu, Yingjie Yang

Pages: 2086 - 2100

49) Robust Actor-Critic Learning for Continuous-Time Nonlinear Systems With Unmodeled Dynamics

Author(s): Yongliang Yang, Weinan Gao, Hamidreza Modares, Cheng-Zhong Xu

Pages: 2101 - 2112

50) Some Consistency Properties and Individual Preference Monotonicity for Weighted Aggregation Operators

Author(s): Lesheng Jin

Pages: 2113 - 2117

51) Decentralized Event-Triggered Adaptive Fuzzy Control for Nonlinear Switched Large-Scale Systems With Input Delay Via Command-Filtered Backstepping

Author(s): Jing Zhang, Shi Li, Choon Ki Ahn, Zhengrong Xiang

Pages: 2118 - 2123

52) Expected Shortfall for the Makespan in Activity Networks With Fuzzy Durations

Author(s): Gabriella Dellino, Carlo Meloni, Marco Pranzo, Marcella Samà

Pages: 2124 - 2128

53) Finite-Time Fuzzy Control for Nonlinear Singularly Perturbed Systems With Input Constraints

Author(s): Feng Li, Wei Xing Zheng, Shengyuan Xu

Pages: 2129 - 2134

54) An Asymmetric Lyapunov-Krasovskii Functional Method on Stability and Stabilization for T-S Fuzzy Systems With Time Delay

Author(s): Zhaoliang Sheng, Chong Lin, Bing Chen, Qing-Guo Wang

Pages: 2135 - 2140

IEEE Transactions on Evolutionary Computation, Volume 26, Issue 3, June 2022

1) PSO-X: A Component-Based Framework for the Automatic Design of Particle Swarm Optimization Algorithms

Author(s): Christian L. Camacho-Villalón, Marco Dorigo, Thomas Stützle

Pages: 402 - 416

2) MO4: A Many-Objective Evolutionary Algorithm for Protein Structure Prediction

Author(s): Zhenyu Lei, Shangce Gao, Zhiming Zhang, MengChu Zhou, Jiujun Cheng

Pages: 417 - 430

3) Dynamic Optimization in Fast-Changing Environments via Offline Evolutionary Search

Author(s): Xiaofen Lu, Ke Tang, Stefan Menzel, Xin Yao

Pages: 431 - 445

4) Evolutionary Multitasking for Feature Selection in High-Dimensional Classification via Particle Swarm Optimization

Author(s): Ke Chen, Bing Xue, Mengjie Zhang, Fengyu Zhou

Pages: 446 - 460

5) A Cooperative Memetic Algorithm With Learning-Based Agent for Energy-Aware Distributed Hybrid Flow-Shop Scheduling

Author(s): Jing-Jing Wang, Ling Wang

Pages: 461 - 475

6) Analyzing Dominance Move (MIP-DoM) Indicator for Multiobjective and Many-Objective Optimization

Author(s): Claudio Lucio do Val Lopes, Flávio Vinícius Cruzeiro Martins, Elizabeth Fialho Wanner, Kalyanmoy Deb

Pages: 476 - 489

7) Black-Box Optimization Revisited: Improving Algorithm Selection Wizards Through Massive Benchmarking

Author(s): Laurent Meunier, Herilalaina Rakotoarison, Pak Kan Wong, Baptiste Roziere, Jérémy Rapin, Olivier Teytaud, Antoine Moreau, Carola Doerr

Pages: 490 - 500

8) Theory of (1 + 1) ES on the RIDGE

Author(s): Alexandru Agapie, Ovidiu Solomon, Marius Giuclea

Pages: 501 - 511

9) Multipopulation Ant Colony System With Knowledge-Based Local Searches for Multiobjective Supply Chain Configuration

Author(s): Xin Zhang, Zhi-Hui Zhan, Wei Fang, Pengjiang Qian, Jun Zhang

Pages: 512 - 526

10) Static and Dynamic Multimodal Optimization by Improved Covariance Matrix Self-Adaptation Evolution Strategy With Repelling Subpopulations

Author(s): Ali Ahrari, Saber Elsayed, Ruhul Sarker, Daryl Essam, Carlos A. Coello Coello

Pages: 527 - 541

11) Dynamic Transfer Reference Point-Oriented MOEA/D Involving Local Objective-Space Knowledge

Author(s): Yingbo Xie, Shengxiang Yang, Ding Wang, Junfei Qiao, Baocai Yin

Pages: 542 - 554

12) Dual-Tree Genetic Programming for Few-Shot Image Classification

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

Pages: 555 - 569

13) Memetic EDA-Based Approaches to QoS-Aware Fully Automated Semantic Web Service Composition

Author(s): Chen Wang, Hui Ma, Gang Chen, Sven Hartmann

Pages: 570 - 584

14) Toward Large-Scale Evolutionary Multitasking: A GPU-Based Paradigm

Author(s): Yuxiao Huang, Liang Feng, Alex Kai Qin, Meng Chen, Kay Chen Tan

Pages: 585 - 598

Weekly Review 3 June 2022

Some interesting links that I Tweeted about this week:

1) An improved method for detecting deepfake images, using an improved training set: https://dataconomy.com/2022/05/detecting-deepfakes-self-blended-images/

2) Why am I not surprised that it's Amazon that is leading the way in using AI enabled cameras to monitor its staff? https://www.theregister.com/2022/05/24/ai_cameras_amazon/

3) Google has demoed a new conversational AI, but it's still not available to anyone else: https://www.datanami.com/2022/05/16/google-debuts-lamda-2-conversational-ai-system-and-ai-test-kitchen/

4) Two opposing schools of thought on the future of artificial general intelligence: https://dataconomy.com/2022/05/future-of-artificial-general-intelligence/

5) Yet another supercomputer for AI. https://www.theregister.com/2022/05/25/hpe_cerebras_lrz/ At which point do these supercomputers start to encounter diminishing returns? That is, when will throwing more processing power at a problem no longer yield better results?

6) The ethics of AI must also or even primarily include the ethics of the data sets used. This increasingly means respect the privacy of data: https://www.theregister.com/2022/05/23/clearview_ai_ico_fine/

7) The advantages and disadvantages of using AI in manufacturing: https://www.datasciencecentral.com/pros-and-cons-of-ai-in-manufacturing/

8) Another cloud-based #AI platform launches: https://www.datanami.com/2022/05/11/graft-emerges-from-stealth-to-make-the-ai-of-the-1-accessible-to-the-99/

9) A COVID19 treatment discovered by AI: https://www.theregister.com/2022/05/25/covid19_medication_ai/

10) You cannot trust a  Machine Learning model you didn't train yourself: https://dataconomy.com/2022/05/undetectable-backdoors-machine-learning/

11) A tool from Google that uses AI to help you prepare for job interviews: https://dataconomy.com/2022/05/google-interview-warmup-ai-in-recruitment/ 

12) Google has banned the creation of DeepFake models on its Colab platform: https://techcrunch.com/2022/06/01/2328459/ 

13) A list of articles on ethics in AI: https://www.informationweek.com/big-data/quick-study-artificial-intelligence-ethics-and-bias

14) If an AI defamed someone, who would be liable? https://techcrunch.com/2022/06/01/whos-liable-for-ai-generated-lies/

IEEE Transactions on Artificial Intelligence, Volume 3, Issue 3, June 2022

1) A Survey on Masked Facial Detection Methods and Datasets for Fighting Against COVID-19

Author(s): Bingshu Wang, Jiangbin Zheng, C. L. Philip Chen

Pages: 323 - 343

2) FairDrop: Biased Edge Dropout for Enhancing Fairness in Graph Representation Learning

Author(s): Indro Spinelli, Simone Scardapane, Amir Hussain, Aurelio Uncini

Pages: 344 - 354

3) Assessment of the Clusterability of Data Using a Multimodal Convolutional Neural Network

Author(s): Niko Reunanen, Tomi Räty, Timo Lintonen, Juho J. Jokinen

Pages: 355 - 369

4) Unsupervised Domain-Adaptation-Based Tensor Feature Learning With Structure Preservation

Author(s): Ali Braytee, Mohamad Naji, Paul J. Kennedy

Pages: 370 - 380

5) Quick Learning Mechanism With Cross-Domain Adaptation for Intelligent Fault Diagnosis

Author(s): Arun K. Sharma, Nishchal K. Verma

Pages: 381 - 390

6) Distributed GAN: Toward a Faster Reinforcement-Learning-Based Architecture Search

Author(s): Jiachen Shi, Yi Fan, Guoqiang Zhou, Jun Shen

Pages: 391 - 401

7) Spherical Linguistic Petri Nets for Knowledge Representation and Reasoning Under Large Group Environment

Author(s): Xun Mou, Ling-Xiang Mao, Hu-Chen Liu, MengChu Zhou

Pages: 402 - 413

8) Distributed Semisupervised Partial Label Learning Over Networks

Author(s): Ying Liu, Zhen Xu, Chen Zhang

Pages: 414 - 425

9) System Neural Network: Evolution and Change Based Structure Learning

Author(s): Animesh Chaturvedi, Aruna Tiwari, Shubhangi Chaturvedi, Pietro Liò

Pages: 426 - 435

10) Evolutionary Neural Architecture Search for Automatic Esophageal Lesion Identification and Segmentation

Author(s): Yao Zhou, Xianglei Yuan, Xiaozhi Zhang, Wei Liu, Yu Wu, Gary G. Yen, Bing Hu, Zhang Yi

Pages: 436 - 450

11) Robot Path Planning via Neural-Network-Driven Prediction

Author(s): Jiankun Wang, Jianbang Liu, Weinan Chen, Wenzheng Chi, Max Q.-H. Meng

Pages: 451 - 460

12) Bidirectional Gated Recurrent Unit-Based Lower Upper Bound Estimation Method for Wind Power Interval Prediction

Author(s): Fang Liu, Qing Tao, Dechang Yang, Denis Sidorov

Pages: 461 - 469

13) Attacks on Data-Driven Process Monitoring Systems: Subspace Transfer Networks

Author(s): Xiaoyu Jiang, Zhiqiang Ge

Pages: 470 - 484

14) Deep Multiscale Multi-Instance Networks With Regional Scoring for Mammogram Classification

Author(s): Wenjie Liu, Xin Shu, Lei Zhang, Dong Li, Qing Lv

Pages: 485 - 496

IEEE Transactions on Emerging Topics in Computational Intelligence, Issue 3, June 2022

1) Training a Quantum Annealing Based Restricted Boltzmann Machine on Cybersecurity Data

Author(s): Vivek Dixit, Raja Selvarajan, Tamer Aldwairi, Yaroslav Koshka, Mark A. Novotny, Travis S. Humble, Muhammad A. Alam, Sabre Kais

Pages: 417 - 428

2) Deep Learning in Physics: A Study of Dielectric Quasi-Cubic Particles in a Uniform Electric Field

Author(s): Zhe Wang, Claude Guet

Pages: 429 - 438

3) Double Fourier Integral Analysis Based Convolutional Neural Network Regression for High-Frequency Energy Disaggregation

Author(s): Pascal A. Schirmer, Iosif Mporas

Pages: 439 - 449

4) TDM: Trustworthy Decision-Making Via Interpretability Enhancement

Author(s): Daoming Lyu, Fangkai Yang, Hugh Kwon, Wen Dong, Levent Yilmaz, Bo Liu

Pages: 450 - 461

5) Privacy-Preserving Context-Based Electric Vehicle Dispatching for Energy Scheduling in Microgrids: An Online Learning Approach

Author(s): Yichen Liu, Pan Zhou, Lei Yang, Yulei Wu, Zichuan Xu, Kai Liu, Xiumin Wang

Pages: 462 - 478

6) Reward-Reinforced Generative Adversarial Networks for Multi-Agent Systems

Author(s): Changgang Zheng, Shufan Yang, Juan Marcelo Parra-Ullauri, Antonio Garcia-Dominguez, Nelly Bencomo

Pages: 479 - 488

7) Multi-UAV Mobile Edge Computing and Path Planning Platform Based on Reinforcement Learning

Author(s): Huan Chang, Yicheng Chen, Baochang Zhang, David Doermann

Pages: 489 - 498

8) Deep Reinforcement Learning Based Pricing Strategy of Aggregators Considering Renewable Energy

Author(s): Yu-Chieh Chuang, Wei-Yu Chiu

Pages: 499 - 508

9) Person Re-Identification With Multi-Features Based on Evolutionary Algorithm

Author(s): Lixia Zhang, Kangshun Li, Yu Qi

Pages: 509 - 518

10) VRConvMF: Visual Recurrent Convolutional Matrix Factorization for Movie Recommendation

Author(s): Zhu Wang, Honglong Chen, Zhe Li, Kai Lin, Nan Jiang, Feng Xia

Pages: 519 - 529

11) Intelligent Decision Support and Fusion Models for Fault Detection and Location in Power Grids

Author(s): Hossein Hassani, Roozbeh Razavi-Far, Mehrdad Saif, Jafar Zarei, Frede Blaabjerg

Pages: 530 - 543

12) Furnace-Grouping Problem Modeling and Multi-Objective Optimization for Special Aluminum

Author(s): Hao Zhang, Lianbo Ma, Junyi Wang, Liang Wang

Pages: 544 - 555

13) O-SegNet: Robust Encoder and Decoder Architecture for Objects Segmentation From Aerial Imagery Data

Author(s): Karuna Kumari Eerapu, Shyam Lal, A. V. Narasimhadhan

Pages: 556 - 567

14) Multiagent Reinforcement Learning for Community Energy Management to Mitigate Peak Rebounds Under Renewable Energy Uncertainty

Author(s): Bo-Chen Lai, Wei-Yu Chiu, Yuan-Po Tsai

Pages: 568 - 579

15) Attend to Where and When: Cascaded Attention Network for Facial Expression Recognition

Author(s): Xiaoye Qu, Zhikang Zou, Xinxing Su, Pan Zhou, Wei Wei, Shiping Wen, Dapeng Wu

Pages: 580 - 592

16) TMFNet: Three-Input Multilevel Fusion Network for Detecting Salient Objects in RGB-D Images

Author(s): Wujie Zhou, Sijia Pan, Jingsheng Lei, Lu Yu

Pages: 593 - 601

17) Optimized Bezier Curve Based Intensity Mapping Scheme for Low Light Image Enhancement

Author(s): Magudeeswaran Veluchamy, Ashish Kumar Bhandari, Bharath Subramani

Pages: 602 - 612

18) A Generalized Deep Neural Network Approach for Digital Watermarking Analysis

Author(s): Weiping Ding, Yurui Ming, Zehong Cao, Chin-Teng Lin

Pages: 613 - 627

19) Remodelling State-Space Prediction With Deep Neural Networks for Probabilistic Load Forecasting

Author(s): Parul Arora, Abbas Khosravi, B. K. Panigrahi, P. N. Suganthan

Pages: 628 - 637

20) Frequent Pattern Mining in Big Social Graphs

Author(s): Lei Li, Ping Ding, Huanhuan Chen, Xindong Wu

Pages: 638 - 648

21) Anomaly Detection in Resource Constrained Environments With Streaming Data

Author(s): Prarthi Jain, Seemandhar Jain, Osmar R. Zaïane, Abhishek Srivastava

Pages: 649 - 659

22) Information Cartography in Association Rule Mining

Author(s): Iztok Fister, Iztok Fister

Pages: 660 - 676

23) Multi-Label Classification Using Binary Tree of Classifiers

Author(s): Anwesha Law, Ashish Ghosh

Pages: 677 - 689

24) A New Semi-Supervised Fault Diagnosis Method via Deep CORAL and Transfer Component Analysis

Author(s): Xinyu Li, Zhao Zhang, Liang Gao, Long Wen

Pages: 690 - 699

25) StreamSoNG: A Soft Streaming Classification Approach

Author(s): Wenlong Wu, James M. Keller, Jeffrey Dale, James C. Bezdek

Pages: 700 - 709

26) Granular Symmetric Implicational Method

Author(s): Yiming Tang, Witold Pedrycz, Fuji Ren

Pages: 710 - 723

Evolving Systems, Volume 13, issue 3, June 2022

1) Dimensionality reduction in the context of dynamic social media data streams

Author(s): Moritz Heusinger, Christoph Raab, Frank-Michael Schleif

Pages: 387 - 401

2) Evolving and explainable clinical risk assessment at the edge

Author(s): Andrea Pazienza, Roberto Anglani...Felice Vitulano

Pages: 403 - 422

3) Evolving hyperbox fuzzy modeling

Author(s): Alisson Porto, Fernando Gomide

Pages: 423 - 434

4) Deep recurrent Gaussian Nesterovs recommendation using multi-agent in social networks

Author(s): Vinita Tapaskar, Mallikarjun M. Math

Pages: 435 - 452

5) A novel improved arithmetic optimization algorithm for optimal design of PID controlled and Bode’s ideal transfer function based automobile cruise control system

Author(s): Davut Izci, Serdar Ekinci...Erdal Eker

Pages: 453 - 468

6) Score level fusion of major and minor finger knuckle patterns based symmetric sum-based rules for person authentication

Author(s): Rabah Hammouche, Abdelouahab Attia, Samir Akhrouf

Pages: 469 - 483

7) Ant colony optimization technique for integrating renewable DG in distribution system with techno-economic objectives

Author(s): Nisha R. Godha, Vishram N. Bapat, Iranna Korachagaon

Pages: 485 - 498

8) An evolutionary approach with reliability priority to design Scada systems for water reservoirs

Author(s): Ali Dolatshahi Zand, Kaveh Khalili-Damghani, Sadigh Raissi

Pages: 499 - 517

Soft Computing, Volume 26, issue 12, June 2022

1) Neutrosophic pre-I-open set in neutrosophic ideal bitopological space

Author(s): Suman Das, Rakhal Das, Binod Chandra Tripathy

Pages: 5457 - 5464

2) Generalized complex vague soft set and its applications

Author(s): Yilin Zhang, Chang Wang

Pages: 5465 - 5479

3) Limit properties in the metric semi-linear space of picture fuzzy numbers

Author(s): Nguyen Dinh Phu, Nguyen Nhut Hung...Soheil Salahshour

Pages: 5481 - 5496

4) A possibilistic analogue to Bayes estimation with fuzzy data and its application in machine learning

Author(s): Mohsen Arefi, Reinhard Viertl, S. Mahmoud Taheri

Pages: 5497 - 5510

5) Classification of clustered health care data analysis using generative adversarial networks (GAN)

Author(s): N. Purandhar, S. Ayyasamy, P. Siva Kumar

Pages: 5511 - 5521

6) An effective spatiotemporal deep learning framework model for short-term passenger flow prediction

Author(s): Xueqin Wang, Xinyue Xu...Jun Liu

Pages: 5523 - 5538

7) A review of enhancing online learning using graph-based data mining techniques

Author(s): M. Munshi, Tarun Shrimali, Sanjay Gaur

Pages: 5539 - 5552

8) A one-class feature extraction method based on space decomposition

Author(s): Guangzao Huang, Xiaojing Chen...Wen Shi

Pages: 5553 - 5561

9) The potential of integrated hybrid data processing techniques for successive-station streamflow prediction

Author(s): Roghayeh Ghasempour, Kiyoumars Roushangar

Pages: 5563 - 5576

10) An intelligent cybersecurity system for detecting fake news in social media websites

Author(s): Ala Mughaid, Shadi Al-Zubi...Laith Abualigah

Pages: 5577 - 5591

11) Construction and measurement of multi-objective industry value chain height index based on channel allocation algorithm of mobile network virtualization

Author(s): Min Zhou, Sheng Li

Pages: 5593 - 5606

12) A joint method for Chinese word segmentation and part-of-speech labeling based on deep neural network

Author(s): Lichi Yuan

Pages: 5607 - 5616

13) Improved transfer learning of CNN through fine-tuning and classifier ensemble for scene classification

Author(s): S. Thirumaladevi, K. Veera Swamy, M. Sailaja

Pages: 5617 - 5636

14) Optimum performance-based design of unsymmetrical 2D steel moment frame

Author(s): Seyed Rohollah Hoseini Vaez, Arezoo Asaad Samani, Mohammad Ali Fathali

Pages: 5637 - 5659

15) Performance enhancement of meta-heuristics through random mutation and simulated annealing-based selection for concurrent topology and sizing optimization of truss structures

Author(s): Sumit Kumar, Ghanshyam G. Tejani...Sujin Bureerat

Pages: 5661 - 5683

16) Optimal resource selection and sizing for unmanned aerial vehicles

Author(s): Lubna S. Mahmood, Mostafa F. Shaaban...Manal Alblooshi

Pages: 5685 - 5697

17) An efficient tracking of MPP in PV systems using hybrid HCS-PS algorithm based ANFIS under partially shaded conditions

Author(s): Xiaoe Wu, Noritoshi Furukawa...Hamid farajian

Pages: 5699 - 5717

18) Modeling and optimization of multiobjective programming problems in neutrosophic hesitant fuzzy environment

Author(s): Firoz Ahmad, Boby John

Pages: 5719 - 5739

19) Quality-based design of supply chains considering supplier and technology effects

Author(s): Taha-Hossein Hejazi, Sepideh Asadi Zeidabadi, Mozhgan Abbasi

Pages: 5741 - 5763

20) Parallel m-dimensional relative ant colony optimization (mDRACO) for the Costas-array problem

Author(s): David Vulakh, Raphael Finkel

Pages: 5765 - 5772

21) A modified ACO with K-Opt for restricted covering salesman problems in different environments

Author(s): Prasanta Dutta, Indadul Khan...Manas Kumar Maiti

Pages: 5773 - 5803

22) Design of linear array for shaped beams using enhanced flower pollination optimization algorithm

Author(s): Nagavalli Vegesna, G. Yamuna, Sudheer Kumar Terlapu

Pages: 5805 - 5813

23) Blind code estimation of multi-antenna direct-spread CDMA with long-code signal using decomposition technique

Author(s): Rangisetty Nirmaladevi, K. Kishan Rao

Pages: 5815 - 5822

24) Image encryption algorithm based on genetic operations and chaotic DNA encoding

Author(s): Younes Qobbi, Abdeltif Jarjar...Abdelhamid Benazzi

Pages: 5823 - 5832

25) Parameter estimation of different solar cells using a novel swarm intelligence technique

Author(s): Jyoti Gupta, Parag Nijhawan, Souvik Ganguli

Pages: 5833 - 5863

26) Optimized selection of axial pile bearing capacity predictive methods based on multi-criteria decision-making (MCDM) models and database approach

Author(s): Sara Heidarie Golafzani, Abolfazl Eslami...Mohsen Hamed Saghaian

Pages: 5865 - 5881

27) Model order diminution of MIMO systems using the delta transform method with new firefly-based hybrid algorithms

Author(s): Souvik Ganguli, Gagandeep Kaur, Prasanta Sarkar

Pages: 5883 - 5900

28) An intelligent tool for early drop-out prediction of distance learning students

Author(s): Choo Jun Tan, Ting Yee Lim...Chee Peng Lim

Pages: 5901 - 5917

29) Imputation of missing precipitation data using KNN, SOM, RF, and FNN

Author(s): Abinash Sahoo, Dillip Kumar Ghose

Pages: 5919 - 5936

30) Deep convolution neural networks learned image classification for early cancer detection using lightweight

Author(s): Kothapalli Seshadri Ramana, Kummara Bala Chowdappa...Suresh Kallam

Pages: 5937 - 5943

Soft Computing, Volume 26, issue 11, June 2022

1) A generalized collision algorithm for geometric graphics

Author(s): Pengfei Zheng, Jingjing Lou...Qi An

Pages: 4979 - 4989

2) Anti-coronavirus optimization algorithm

Author(s): Hojjat Emami

Pages: 4991 - 5023

3) Secreted graphs to binary codes and applications

Author(s): M. Hamidi, A. Borumand Saeid

Pages: 5025 - 5042

4) A necessary and sufficient condition for the stability of interval difference equation via interval Lyapunov equation

Author(s): José Renato Campos, Edvaldo Assunção...Ulcilea Alves Severino Leal

Pages: 5043 - 5056

5) Derivations of equality algebras

Author(s): Gholam Reza Rezaei, Mona Aaly Kologani...Mohammad Mohseni Takallo

Pages: 5057 - 5067

6) Consideration of a robust watermarking algorithm for color image using improved QR decomposition

Author(s): Phuong Thi Nha, Ta Minh Thanh, Nguyen Tuan Phong

Pages: 5069 - 5093

7) A unified framework of deep unfolding for compressed color imaging

Author(s): Cheng Zhang, Feng Wu...Sui Wei

Pages: 5095 - 5103

8) Decision-making strategy for slope stability using similarity measures between interval-valued fuzzy credibility sets

Author(s): Cheng Du, Jun Ye

Pages: 5105 - 5114

9) Providing a genetic algorithm-based method to optimize the fuzzy logic controller for the inverted pendulum

Author(s): Shahrooz Alimoradpour, Mahnaz Rafie, Bahareh Ahmadzadeh

Pages: 5115 - 5130

10) Fuzzy relation inequality-based consistency of the wireless communication basic-station system considering the non-working state stations

Author(s): Xiaopeng Yang, Jianzhong Li

Pages: 5131 - 5142

11) Cyberattacks detection and analysis in a network log system using XGBoost with ELK stack

Author(s): Chao-Tung Yang, Yu-Wei Chan...Cing-Han Lai

Pages: 5143 - 5157

12) An SVM-GA based monitoring system for pattern recognition of autocorrelated processes

Author(s): Sandra Cuentas, Ethel García, Rita Peñabaena-Niebles

Pages: 5159 - 5178

13) Prioritizing water distribution pipelines rehabilitation using machine learning algorithms

Author(s): Nehal Elshaboury, Mohamed Marzouk

Pages: 5179 - 5193

14) U19-Net: a deep learning approach for obstacle detection in self-driving cars

Author(s): Albert Aarón Cervera-Uribe, Paul Erick Méndez-Monroy

Pages: 5195 - 5207

15) A critical analysis of the multi-focus image fusion using discrete wavelet transform and computer vision

Author(s): Gebeyehu Belay Gebremeskel

Pages: 5209 - 5225

16) Robust-LSTM: a novel approach to short-traffic flow prediction based on signal decomposition

Author(s): Erdem Doğan

Pages: 5227 - 5239

17) A gated convolutional neural network for classification of breast lesions in ultrasound images

Author(s): A. Feizi

Pages: 5241 - 5250

18) Prediction of groundwater fluctuation based on hybrid ANFIS-GWO approach in arid Watershed, India

Author(s): Sandeep Samantaray, Chinmayee Biswakalyani...Deba Prakash Satapathy

Pages: 5251 - 5273

19) Extension principle-based solution approach to full fuzzy multi-objective linear fractional programming

Author(s): Bogdana Stanojević

Pages: 5275 - 5282

20) A data-driven stochastic decision support system to investment portfolio problem under uncertainty

Author(s): Amir Yousefli, Majeed Heydari, Reza Norouzi

Pages: 5283 - 5296

21) Uncertain random multi-objective programming problem given general monotonic function and its solution under CESD criterion

Author(s): Yun SunYing Wang, Xiangfei Meng

Pages: 5297 - 5313

22) Powerful enhanced Jaya algorithm for efficiently optimizing numerical and engineering problems

Author(s): Jafar Gholami, Mohamad Reza Kamankesh...Somayeh Abdi

Pages: 5315 - 5333

23) Optimal siting and sizing of hybrid PV and wind energy distribution network

Author(s): Manisha Malik, P. R. Sharma

Pages: 5335 - 5346

24) Multi-level parallel scheduling of dependent-tasks using graph-partitioning and hybrid approaches over edge-cloud

Author(s): Mandeep Kaur, Sanjay Kadam, Naeem Hannoon

Pages: 5347 - 5362

25) Deep learning method for traffic accident prediction security

Author(s): Zhun Tian, Shengrui Zhang

Pages: 5363 - 5375

26) An adaptive traffic routing approach toward load balancing and congestion control in Cloud–MANET ad hoc networks

Author(s): Surjeet Dalal, Bijeta Seth...Yu-Chen Hu

Pages: 5377 - 5388

27) A deep neural network for the classification of epileptic seizures using hierarchical attention mechanism

Author(s): Sateesh Kumar Reddy Chirasani, Suchetha Manikandan

Pages: 5389 - 5397

28) Automatic identification of drug sensitivity of cancer cell with novel regression-based ensemble convolution neural network model

Author(s): Sridevi Gadde, A. S. N. Charkravarthy...M. Murali

Pages: 5399 - 5408

29) An image encryption scheme based on particle swarm optimization algorithm and hyperchaotic system

Author(s): Yuling Luo, Xue Ouyang...Yanli Zou

Pages: 5409 - 5435

30) Reinforced modified equilibrium optimization technique-based MS-PID frequency regulator for a hybrid power system with renewable energy sources

Author(s): Amit Kumar, Rajendra Kumar Khadanga, Sidhartha Panda

Pages: 5437 - 5455

Complex & Intelligent Systems, Volume 8, issue 2, April 2022

1) Special issue on interpretation of deep learning: prediction, representation, quantification and visualization

Author(s): Nian Zhang, Zhaojie Ju...Jinguo Liu

Pages: 705 - 707

2) Knowledge from the original network: restore a better pruned network with knowledge distillation

Author(s): Liyang Chen, Yongquan Chen...Xinyi Le

Pages: 709 - 718

3) A projection-based continuous-time algorithm for distributed optimization over multi-agent systems

Author(s): Xingnan Wen, Sitian Qin

Pages: 719 - 729

4) Fugl-Meyer hand motor imagination recognition for brain–computer interfaces using only fNIRS

Author(s): Chenguang Li, Hongjun Yang, Long Cheng

Pages: 731 - 741

5) Stability analysis of genetic regulatory networks via a linear parameterization approach

Author(s): Shasha Xiao, Zhanshan Wang

Pages: 743 - 752

6) Robust semi-supervised non-negative matrix factorization for binary subspace learning

Author(s): Xiangguang Dai, Keke Zhang...Huaqing Li

Pages: 753 - 760

7) Unsupervised detection of botnet activities using frequent pattern tree mining

Author(s): Siqiang Hao, Di Liu...Wenwu Yu

Pages: 761 - 769

8) Heuristic rank selection with progressively searching tensor ring network

Author(s): Nannan Li, Yu Pan...Zenglin Xu

Pages: 771 - 785

9) Memristor crossbar architectures for implementing deep neural networks

Author(s): Xiaoyang Liu, Zhigang Zeng

Pages: 787 - 802

10) Constraint multi-objective optimal design of hybrid renewable energy system considering load characteristics

Author(s): Yingfeng Chen, Rui Wang...Chi Zhang

Pages: 803 - 817

11) Large-scale group decision-making based on Pythagorean linguistic preference relations using experts clustering and consensus measure with non-cooperative behavior analysis of clusters

Author(s): Prasenjit Mandal, Sovan Samanta, Madhumangal Pal

Pages: 819 - 833

12) Differential evolution algorithm with population knowledge fusion strategy for image registration

Author(s): Yu Sun, Yaoshen Li...Hongda Yue

Pages: 835 - 850

13) Question-aware memory network for multi-hop question answering in human–robot interaction

Author(s): Xinmeng Li, Mamoun Alazab...Quanjun Yin

Pages: 851 - 861

14) Inter-specific competition among trees in pythagorean fuzzy soft environment

Author(s): Muhammad Akram, Hafiza Saba Nawaz

Pages: 863 - 884

15) Effect of corporate social responsibility on consumer retention for FMCG industries: a deep learning analysis of professional students of Odisha

Author(s): Santanu Kumar Das

Pages: 885 - 907

16) An approach to pedestrian walking behaviour classification in wireless communication and network failure contexts

Author(s): Z. H. Kareem, A. A. Zaidan...K. N. Ramli

Pages: 909 - 931

17) GUV-Net for high fidelity shoeprint generation

Author(s): Muhammad Hassan, Yan Wang...Dong Xu

Pages: 933 - 947

18) A generalized TODIM-ELECTRE II method based on linguistic Z-numbers and Dempster–Shafer evidence theory with unknown weight information

Author(s): Zhengmin Liu, Yawen Bi...Peide Liu

Pages: 949 - 971

19) Conformal Chebyshev chaotic map-based remote user password authentication protocol using smart card

Author(s): Chandrashekhar Meshram, Sarita Gajbhiye Meshram...Sharad Kumar Barve

Pages: 973 - 987

20) Probabilistic screening and behavior of solar cells under Gaussian parametric uncertainty using polynomial chaos representation model

Author(s): Akshit Samadhiya, Kumari Namrata

Pages: 989 - 1004

21) AdjMix: simplifying and attending graph convolutional networks

Author(s): Xun Liu, Fangyuan Lei...Wenguo Wei

Pages: 1005 - 1014

22) Polynomial Response Surface based on basis function selection by multitask optimization and ensemble modeling

Author(s): Yong Zhao, Siyu Ye...Xiaohu Zheng

Pages: 1015 - 1034

23) Electric vehicle charging station planning with dynamic prediction of elastic charging demand: a hybrid particle swarm optimization algorithm

Author(s): Xingzhen Bai, Zidong Wang...Fuad E. Alsaadi

Pages: 1035 - 1046

24) Optimal keyframe selection-based lossless video-watermarking technique using IGSA in LWT domain for copyright protection

Author(s): Roop Singh, Himanshu Mittal, Raju Pal

Pages: 1047 - 1070

25) A multi-modal and multi-scale emotion-enhanced inference model based on fuzzy recognition

Author(s): Yan Yu, Dong Qiu, Ruiteng Yan

Pages: 1071 - 1084

26) Bi-objective scheduling algorithm for scientific workflows on cloud computing platform with makespan and monetary cost minimization approach

Author(s): Mirsaeid Hosseini Shirvani, Reza Noorian Talouki

Pages: 1085 - 1114

27) Applications of graph’s complete degree with bipolar fuzzy information

Author(s): Soumitra Poulik, Ganesh Ghorai

Pages: 1115 - 1127

28) A deep learning approach based hardware solution to categorise garbage in environment

Author(s): Tanya Gupta, Rakshit Joshi...Laura Garcia-Hernandez

Pages: 1129 - 1152

29) Static–dynamic features and hybrid deep learning models based spoof detection system for ASV

Author(s): Aakshi Mittal, Mohit Dua

Pages: 1153 - 1166

30) The cross-entropy and improved distance measures for complex q-rung orthopair hesitant fuzzy sets and their applications in multi-criteria decision-making

Author(s): Peide Liu, Tahir Mahmood, Zeeshan Ali

Pages: 1167 - 1186

31) XMAP: eXplainable mapping analytical process

Author(s): Su Nguyen, Binh Tran

Pages: 1187 - 1204

32) Missile guidance with assisted deep reinforcement learning for head-on interception of maneuvering target

Author(s): Weifan Li, Yuanheng Zhu, Dongbin Zhao

Pages: 1205 - 1216

33) A novel PID-like particle swarm optimizer: on terminal convergence analysis

Author(s): Chuang Wang, Zidong Wang...Hongjian Liu

Pages: 1217 - 1228

34) IoT-assisted physical education training network virtualization and resource management using a deep reinforcement learning system

Author(s): Qiang Li, Priyan Malarvizhi Kumar, Mamoun Alazab

Pages: 1229 - 1242

35) Intelligent user identity authentication in vehicle security system based on wireless signals

Author(s): Jie Zhang, Zhongmin Wang, QingLi Yan

Pages: 1243 - 1257

36) An improved weighted optimization approach for large-scale global optimization

Author(s): Minyang Chen, Wei Du...Yang Tang

Pages: 1259 - 1280

37) Complex linear Diophantine fuzzy sets and their cosine similarity measures with applications

Author(s): Hüseyin Kamacı

Pages: 1281 - 1305

38) Nonlinear pentagonal intuitionistic fuzzy number and its application in EPQ model under learning and forgetting

Author(s): Avishek Chakraborty, Shilpi Pal...Shariful Alam

Pages: 1307 - 1322

39) Noise-immune image blur detection via sequency spectrum truncation

Author(s): Xiao Liang, Xuewei Wang...Jingbo Guo

Pages: 1323 - 1337

40) Decomposition approaches for parallel machine scheduling of step-deteriorating jobs to minimize total tardiness and energy consumption

Author(s): Xiao Wu, Peng Guo...Yakun Wang

Pages: 1339 - 1354

41) Continuous self-adaptive optimization to learn multi-task multi-agent

Author(s): Wenqian Liang, Ji Wang...Beibei Han

Pages: 1355 - 1367

42) Agent-based modeling and life cycle dynamics of COVID-19-related online collective actions

Author(s): Gang Zhang, Hao Li...Peng Lu

Pages: 1369 - 1387

43) Traffic incident detection based on a global trajectory spatiotemporal map

Author(s): Haoxiang Liang, Huansheng Song...Zhaoyang Zhang

Pages: 1389 - 1408

44) Machine remaining life prediction based on multi-layer self-attention and temporal convolution network

Author(s): Zhiwu Shang, Baoren Zhang...Jie Zhang

Pages: 1409 - 1424

45) Reliability aware green workflow scheduling using ε-fuzzy dominance in cloud

Author(s): Rama Rani, Ritu Garg

Pages: 1425 - 1443

46) Efficient structural pseudoinverse learning-based hierarchical representation learning for skin lesion classification

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

Pages: 1445 - 1457

47) Green road–rail intermodal routing problem with improved pickup and delivery services integrating truck departure time planning under uncertainty: an interactive fuzzy programming approach

Author(s): Yan SunNan Yu, Baoliang Huang

Pages: 1459 - 1486

48) Deep metric attention learning for skin lesion classification in dermoscopy images

Author(s): Xiaoyu He, Yong Wang...Chunli Yao

Pages: 1487 - 1504

49) Robust affine registration method using line/surface normals and correntropy criterion

Author(s): Abdurrahman Yilmaz, Hakan Temeltas

Pages: 1 - 19

50) Deep learning based solder joint defect detection on industrial printed circuit board X-ray images

Author(s): Qianru Zhang, Meng Zhang...Yong Liang Guan

Pages: 1525 - 1537

51) Voice adaptation by color-encoded frame matching as a multi-objective optimization problem for future games

Author(s): Mads Midtlyng, Yuji Sato, Hiroshi Hosobe

Pages: 1539 - 1550

52) Fuzzy association rule mining approach to identify e-commerce product association considering sales amount

Author(s): Onur Dogan, Furkan Can Kem, Basar Oztaysi

Pages: 1551 - 1560

53) Semi-supervised multi-label classification using an extended graph-based manifold regularization

Author(s): Ding Li, Scott Dick

Pages: 1561 - 1577

54) Knowledge representation for explainable artificial intelligence

Author(s): Joaquín Borrego-Díaz, Juan Galán Páez

Pages: 1579 - 1601

55) Semantic-guided autoencoder adversarial hashing for large-scale cross-modal retrieval

Author(s): Mingyong Li, Qiqi Li...Degang Yang

Pages: 1603 - 1617

56) Chaos coordinated neural key synchronization for enhancing security of IoT

Author(s): Ahmed h. Alahmadi

Pages: 1619 - 1637

57) An accurate star identification approach based on spectral graph matching for attitude measurement of spacecraft

Author(s): Zhiyuan You, Junzheng Li...Xinyi Le

Pages: 1639 - 1652

58) The selection of COVID-19 epidemic prevention and control programs based on group decision-making

Author(s): Chunsheng Cui, Baiqiu Li, Liu Wang

Pages: 1653 - 1662

59) Multiobjective multitasking optimization assisted by multidirectional prediction method

Author(s): Qianlong Dang, Weifeng Gao, Maoguo Gong

Pages: 1663 - 1679

60) CARNet: Cascade attentive RefineNet for multi-lesion segmentation of diabetic retinopathy images

Author(s): Yanfei Guo, Yanjun Peng

Pages: 1681 - 1701

61) Intuitionistic fuzzy-valued neutrosophic multi-sets and numerical applications to classification

Author(s): Mehmet Ünver, Ezgi Türkarslan...Jun Ye

Pages: 1703 - 1721

62) Compilation and evaluation of the Spanish SatiCorpus 2021 for satire identification using linguistic features and transformers

Author(s): José Antonio García-Díaz, Rafael Valencia-García

Pages: 1723 - 1736

63) Hierarchical clustering for multiple nominal data streams with evolving behaviour

Author(s): Jerry W. Sangma, Mekhla Sarkar...Yogita

Pages: 1737 - 1761

64) The impacts of artificial intelligence techniques in augmentation of cybersecurity: a comprehensive review

Author(s): Binny Naik, Ashir Mehta...Manan Shah

Pages: 1763 - 1780

65) Hybrid artificial neural network and structural equation modelling techniques: a survey

Author(s): A. S. Albahri, Alhamzah Alnoor...A. A. Yass

Pages: 1781 - 1801

66) An empirical study on temporal modeling for online action detection

Author(s): Wen Wang, Xiaojiang Peng...Jian Cheng

Pages: 1803 - 1817

IEEE Transactions on Neural Networks and Learning Systems, Volume 33, Issue 5, May 2022

1) Editorial Biologically Learned/Inspired Methods for Sensing, Control, and Decision

Author(s): Yongduan Song, Jennie Si, Sonya Coleman, Dermot Kerr

Pages: 1820 - 1824

2) Bio-Motivated Two-Level Event-Triggered Controller for Nonlinear Systems

Author(s): Hui Gao, Le Yin

Pages: 1825 - 1832

3) Continuous Online Adaptation of Bioinspired Adaptive Neuroendocrine Control for Autonomous Walking Robots

Author(s): Jettanan Homchanthanakul, Poramate Manoonpong

Pages: 1833 - 1845

4) Spiking Adaptive Dynamic Programming Based on Poisson Process for Discrete-Time Nonlinear Systems

Author(s): Qinglai Wei, Liyuan Han, Tielin Zhang

Pages: 1846 - 1856

5) Octopus-Inspired Microgripper for Deformation-Controlled Biological Sample Manipulation

Author(s): Cheng Qian, Mingsi Tong, Xinghu Yu, Songlin Zhuang, Huijun Gao

Pages: 1857 - 1866

6) Multi-Output Selective Ensemble Identification of Nonlinear and Nonstationary Industrial Processes

Author(s): Tong Liu, Sheng Chen, Shan Liang, Shaojun Gan, Chris J. Harris

Pages: 1867 - 1880

7) Asymptotic Tracking Control for Uncertain MIMO Systems: A Biologically Inspired ESN Approach

Author(s): Qing Chen, Kai Zhao, Xiumin Li, Yujuan Wang

Pages: 1881 - 1890

8) Distributed Adaptive Fault-Tolerant Time-Varying Formation Control of Unmanned Airships With Limited Communication Ranges Against Input Saturation for Smart City Observation

Author(s): Ziquan Yu, Youmin Zhang, Bin Jiang, Chun-Yi Su, Jun Fu, Ying Jin, Tianyou Chai

Pages: 1891 - 1904

9) Event-Triggered ADP for Nonzero-Sum Games of Unknown Nonlinear Systems

Author(s): Qingtao Zhao, Jian Sun, Gang Wang, Jie Chen

Pages: 1905 - 1913

10) Bio-Inspired Dynamic Collective Choice in Large-Population Systems: A Robust Mean-Field Game Perspective

Author(s): Man Li, Jiahu Qin, Yaonan Wang, Yu Kang

Pages: 1914 - 1924

11) Triple-Memory Networks: A Brain-Inspired Method for Continual Learning

Author(s): Liyuan Wang, Bo Lei, Qian Li, Hang Su, Jun Zhu, Yi Zhong

Pages: 1925 - 1934

12) Robust Transcoding Sensory Information With Neural Spikes

Author(s): Qi Xu, Jiangrong Shen, Xuming Ran, Huajin Tang, Gang Pan, Jian K. Liu

Pages: 1935 - 1946

13) Rectified Linear Postsynaptic Potential Function for Backpropagation in Deep Spiking Neural Networks

Author(s): Malu Zhang, Jiadong Wang, Jibin Wu, Ammar Belatreche, Burin Amornpaisannon, Zhixuan Zhang, Venkata Pavan Kumar Miriyala, Hong Qu, Yansong Chua, Trevor E. Carlson, Haizhou Li

Pages: 1947 - 1958

14) An Event-Based Digital Time Difference Encoder Model Implementation for Neuromorphic Systems

Author(s): Daniel Gutierrez-Galan, Thorben Schoepe, Juan P. Dominguez-Morales, Angel Jimenez-Fernandez, Elisabetta Chicca, Alejandro Linares-Barranco

Pages: 1959 - 1973

15) Chain-Structure Echo State Network With Stochastic Optimization: Methodology and Application

Author(s): Zhou Wu, Qian Li, Haijun Zhang

Pages: 1974 - 1985

16) Event-Driven Intrinsic Plasticity for Spiking Convolutional Neural Networks

Author(s): Anguo Zhang, Xiumin Li, Yueming Gao, Yuzhen Niu

Pages: 1986 - 1995

17) How Frequency Injection Locking Can Train Oscillatory Neural Networks to Compute in Phase

Author(s): Aida Todri-Sanial, Stefania Carapezzi, Corentin Delacour, Madeleine Abernot, Thierry Gil, Elisabetta Corti, Siegfried F. Karg, Juan Nüñez, Manuel Jiménèz, María J. Avedillo, Bernabé Linares-Barranco

Pages: 1996 - 2009

18) Memory Recall: A Simple Neural Network Training Framework Against Catastrophic Forgetting

Author(s): Baosheng Zhang, Yuchen Guo, Yipeng Li, Yuwei He, Haoqian Wang, Qionghai Dai

Pages: 2010 - 2022

19) Unsupervised Estimation of Monocular Depth and VO in Dynamic Environments via Hybrid Masks

Author(s): Qiyu Sun, Yang Tang, Chongzhen Zhang, Chaoqiang Zhao, Feng Qian, Jürgen Kurths

Pages: 2023 - 2033

20) Multisample Online Learning for Probabilistic Spiking Neural Networks

Author(s): Hyeryung Jang, Osvaldo Simeone

Pages: 2034 - 2044

21) Deep Reinforcement Learning With Modulated Hebbian Plus Q-Network Architecture

Author(s): Pawel Ladosz, Eseoghene Ben-Iwhiwhu, Jeffery Dick, Nicholas Ketz, Soheil Kolouri, Jeffrey L. Krichmar, Praveen K. Pilly, Andrea Soltoggio

Pages: 2045 - 2056

22) Training Deep Neural Network for Optimal Power Allocation in Islanded Microgrid Systems: A Distributed Learning-Based Approach

Author(s): Fanghong Guo, Bowen Xu, Wen-An Zhang, Changyun Wen, Dan Zhang, Li Yu

Pages: 2057 - 2069

23) Recognizing Missing Electromyography Signal by Data Split Reorganization Strategy and Weight-Based Multiple Neural Network Voting Method

Author(s): Feng Duan, Yikang Yang

Pages: 2070 - 2079

24) A Multiobjective Evolutionary Nonlinear Ensemble Learning With Evolutionary Feature Selection for Silicon Prediction in Blast Furnace

Author(s): Xianpeng Wang, Tenghui Hu, Lixin Tang

Pages: 2080 - 2093

25) A Brain-Inspired Approach for Collision-Free Movement Planning in the Small Operational Space

Author(s): Dengpeng Xing, Jiale Li, Tielin Zhang, Bo Xu

Pages: 2094 - 2105

26) Memristive Circuit Implementation of a Self-Repairing Network Based on Biological Astrocytes in Robot Application

Author(s): Qinghui Hong, Hegan Chen, Jingru Sun, Chunhua Wang

Pages: 2106 - 2120

27) Memristor-Based Edge Computing of Blaze Block for Image Recognition

Author(s): Huanhuan Ran, Shiping Wen, Qian Li, Yin Yang, Kaibo Shi, Yuming Feng, Pan Zhou, Tingwen Huang

Pages: 2121 - 2131

28) Target Convergence Analysis of Cancer-Inspired Swarms for Early Disease Diagnosis and Targeted Collective Therapy

Author(s): Nasibeh Rady Raz, Mohammad-R. Akbarzadeh-T

Pages: 2132 - 2146

29) Toward Cognitive Navigation: Design and Implementation of a Biologically Inspired Head Direction Cell Network

Author(s): Zhenshan Bing, Amir EI Sewisy, Genghang Zhuang, Florian Walter, Fabrice O. Morin, Kai Huang, Alois Knoll

Pages: 2147 - 2158

30) An MVMD-CCA Recognition Algorithm in SSVEP-Based BCI and Its Application in Robot Control

Author(s): Kang Wang, Di-Hua Zhai, Yuhan Xiong, Leyun Hu, Yuanqing Xia

Pages: 2159 - 2167

31) Brain-Inspired Experience Reinforcement Model for Bin Packing in Varying Environments

Author(s): Linli Zhang, Dewei Li, Shuai Jia, Haibin Shao

Pages: 2168 - 2180

32) Robust Facial Landmark Detection by Multiorder Multiconstraint Deep Networks

Author(s): Jun Wan, Zhihui Lai, Jing Li, Jie Zhou, Can Gao

Pages: 2181 - 2194

33) Hierarchical Representation Learning in Graph Neural Networks With Node Decimation Pooling

Author(s): Filippo Maria Bianchi, Daniele Grattarola, Lorenzo Livi, Cesare Alippi

Pages: 2195 - 2207

34) SymNet: A Simple Symmetric Positive Definite Manifold Deep Learning Method for Image Set Classification

Author(s): Rui Wang, Xiao-Jun Wu, Josef Kittler

Pages: 2208 - 2222

35) An Off-Policy Trust Region Policy Optimization Method With Monotonic Improvement Guarantee for Deep Reinforcement Learning

Author(s): Wenjia Meng, Qian Zheng, Yue Shi, Gang Pan

Pages: 2223 - 2235

36) Contrastive Adversarial Domain Adaptation Networks for Speaker Recognition

Author(s): Longxin Li, Man-Wai Mak, Jen-Tzung Chien

Pages: 2236 - 2245

37) A Neuromorphic CMOS Circuit With Self-Repairing Capability

Author(s): Ehsan Rahiminejad, Fatemeh Azad, Adel Parvizi-Fard, Mahmood Amiri, Bernabé Linares-Barranco

Pages: 2246 - 2258

38) StructADMM: Achieving Ultrahigh Efficiency in Structured Pruning for DNNs

Author(s): Tianyun Zhang, Shaokai Ye, Xiaoyu Feng, Xiaolong Ma, Kaiqi Zhang, Zhengang Li, Jian Tang, Sijia Liu, Xue Lin, Yongpan Liu, Makan Fardad, Yanzhi Wang

Pages: 2259 - 2273

39) Unsupervised Feature Selection With Extended OLSDA via Embedding Nonnegative Manifold Structure

Author(s): Rui Zhang, Hongyuan Zhang, Xuelong Li, Sheng Yang

Pages: 2274 - 2280

Conference Paper Deadline: IEEE LA-CCI 2022

The deadline for submitting papers to the 8th IEEE Latin American Conference on Computational Intelligence (IEEE LA-CCI 2022) is 29 May 2022. This conference will be held in Montevideo, Uruguay, 22-25 November, 2022.

Conference paper deadline: ICISCI 2022

The deadline for submitting papers to the International Conference on Intelligent Systems and Computational Intelligence (ICISCI 2022) is 1 July 2022. This conference will be held in Changsha, China, 15-17 October 2022.

Conference paper deadline: IEEE SSCI 2022

The deadline for submitting papers to the 2022 IEEE Symposium Series on Computational Intelligence (IEEE SSCI 2022) is 1 July 2022. This conference will be held 4-7 December 2022 in Singapore.

Conference paper deadline: ACAIT 2022

 The paper submission deadline for the 2022 Asian Conference on Artificial Intelligence Technology (ACAIT 2022) is 30 May 2022. This conference will be held in Changzhou, China, 28-30 October 2022.

Conference paper deadline: IEEE CIBCB 2022

The deadline for submitting papers to the 2022 IEEE International Conference on Computational Intelligence in Bioinformatics and Computational Biology (IEEE CIBCB 2022) is 15 May 2022. This conference will be held 15-17 August 2022 in Ottawa, Canada.

Weekly Review 6 May 2022

1) Controlling fusion plasma with #AI: https://www.wired.co.uk/article/deepmind-ai-nuclear-fusion

2) I agree, people need to put more effort into preparing the data for their #AI, and we need lighter-weight algorithms as well: https://spectrum.ieee.org/andrew-ng-data-centric-ai

3) An older article, on building a chatbot with Python: https://www.kdnuggets.com/2019/12/build-intelligent-chatbot.html

4) Not so much wanting to list the #AI as the inventor for patent purposes, as the company that owns the AI. This makes more sense to me: https://www.odt.co.nz/news/national/legal-challenge-ai-test-case

5) Combining optical diffraction with #DeepLearning to encrypt and decrypt images: https://spectrum.ieee.org/deep-learning-facial-recognition-technology

6) Self-driving cars is one area where explainable #AI is very important: https://spectrum.ieee.org/at-last-a-self-driving-car-that-can-explain-itself

7) The use of #MachineLearning can improve business, but it's not a silver bullet: https://www.kdnuggets.com/2021/12/machine-learning-produce-value-business.html

8) An open source #Ai group who think OpenAI is not open enough: https://spectrum.ieee.org/eleutherai-openai-not-open-enough

9) A smart agent for selecting which cookies to accept: https://www.theregister.com/2022/04/12/cookie_consent_is_broken_and/

10) 12 graphs about the state of #AI in 2022, and what they show: https://spectrum.ieee.org/artificial-intelligence-index

11) #MachineLearning models can leak personal data, but only if the training data set is accessible: https://www.theregister.com/2022/04/12/machine_learning_poisoning/

12) Ordering companies to destroy their #AI models constructed with illegally gathered data: https://spectrum.ieee.org/ai-concerns-algorithmic-destruction

13) More work on the limitations of #DeepLearning: https://spectrum.ieee.org/deep-neural-network

IEEE Transactions on Fuzzy Systems, Volume 30, Issue 5, May 2022

1) Feature Selection With Missing Labels Using Multilabel Fuzzy Neighborhood Rough Sets and Maximum Relevance Minimum Redundancy

Author(s): Lin Sun, Tengyu Yin, Weiping Ding, Yuhua Qian, Jiucheng Xu

Pages: 1197 - 1211

2) Characterizations of Pointwise Pseudometrics via Pointwise Closed-Ball Systems

Author(s): Chong Shen, Yi Shi, Fu-Gui Shi, Hadrian Andradi

Pages: 1212 - 1223

3) Adaptive Fuzzy Fault Tolerant Control of Uncertain MIMO Nonlinear Systems With Output Constraints and Unknown Control Directions

Author(s): Zhengwei Ruan, Qinmin Yang, Shuzhi Sam Ge, Youxian Sun

Pages: 1224 - 1238

4) Characterizing Functions of n-Uninorms With Continuous Underlying Functions

Author(s): Andrea Mesiarová-Zemánková

Pages: 1239 - 1247

5) Monotone Fuzzy Rule Interpolation for Practical Modeling of the Zero-Order TSK Fuzzy Inference System

Author(s): Yi Wen Kerk, Kai Meng Tay, Chee Peng Lim

Pages: 1248 - 1259

6) Novel Intuitionistic-Based Interval Type-2 Fuzzy Similarity Measures With Application to Clustering

Author(s): Sahar Cherif, Nesrine Baklouti, Hani Hagras, Adel M. Alimi

Pages: 1260 - 1271

7) Fuzzy Integral Sliding Mode Observer-Based Structure and Motion Estimation of Multiple Objects Using a Monocular Camera

Author(s): Dongkyoung Chwa

Pages: 1272 - 1286

8) A Dynamic Feedback Mechanism With Attitudinal Consensus Threshold for Minimum Adjustment Cost in Group Decision Making

Author(s): Qi Sun, Jian Wu, Francisco Chiclana, Hamido Fujita, Enrique Herrera-Viedma

Pages: 1287 - 1301

9) Observer-Based Fixed-Time Adaptive Fuzzy Bipartite Containment Control for Multiagent Systems With Unknown Hysteresis

Author(s): Ying Wu, Hui Ma, Mou Chen, Hongyi Li

Pages: 1302 - 1312

10) Quantum Pythagorean Fuzzy Evidence Theory: A Negation of Quantum Mass Function View

Author(s): Xiaozhuan Gao, Lipeng Pan, Yong Deng

Pages: 1313 - 1327

11) A Feature Discretization Method Based on Fuzzy Rough Sets for High-Resolution Remote Sensing Big Data Under Linear Spectral Model

Author(s): Qiong Chen, Mengxing Huang, Hao Wang, Guangquan Xu

Pages: 1328 - 1342

12) Characterization of a Class of Fuzzy Implications Satisfying the Law of Importation With Respect to Uninorms With Continuous Underlying Operators

Author(s): Wen-Huang Li, Feng Qin

Pages: 1343 - 1356

13) Weighted Multiview Possibilistic C-Means Clustering With L2 Regularization

Author(s): Josephine Bernadette M. Benjamin, Miin-Shen Yang

Pages: 1357 - 1370

14) Event-Triggered Sliding-Mode Control of Networked Fuzzy Systems With Strict Dissipativity

Author(s): Yao Wen, Chunting Jiao, Xiaojie Su, Peng Shi

Pages: 1371 - 1381

15) Ranking of Independent and Dependent Fuzzy Numbers and Intransitivity in Fuzzy MCDA

Author(s): Boris Yatsalo, Alexander Korobov, Alexander Radaev, Jindong Qin, Luis Martínez

Pages: 1382 - 1395

16) Hybrid Missing Value Imputation Algorithms Using Fuzzy C-Means and Vaguely Quantified Rough Set

Author(s): Daiwei Li, Haiqing Zhang, Tianrui Li, Abdelaziz Bouras, Xi Yu, Tao Wang

Pages: 1396 - 1408

17) Fuzzy Event-Triggered Control for Back-to-Back Converter Involved PMSG-Based Wind Turbine Systems

Author(s): Prakash Mani, Young Hoon Joo

Pages: 1409 - 1420

18) Privacy-Aware Fuzzy Range Query Processing Over Distributed Edge Devices

Author(s): Yinglong Li, Weiru Liu, Yihua Zhu, Hong Chen, Hongbing Cheng, Tieming Chen, Ping Hu, Ruohong Huan

Pages: 1421 - 1435

19) Finite-Time Synchronization for Fuzzy Inertial Neural Networks by Maximum Value Approach

Author(s): Zhengqiu Zhang, Jinde Cao

Pages: 1436 - 1446

20) Spatially Local Piecewise Fuzzy Control for Nonlinear Delayed DPSs With Random Packet Losses

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

Pages: 1447 - 1459

21) Time-Varying Tube-Based Output Feedback Robust MPC for T–S Fuzzy Systems

Author(s): Xubin Ping, Junying Yao, Baocang Ding, Peng Wang, Zhiwu Li

Pages: 1460 - 1474

22) Order Relations and Operations on the Set of Probabilistic Linguistic Term Sets

Author(s): Hai Wang, Huchang Liao, Zeshui Xu

Pages: 1475 - 1485

23) Manifold-Regularized Multitask Fuzzy System Modeling With Low-Rank and Sparse Structures in Consequent Parameters

Author(s): Jun Wang, Zhuangzhuang Zhao, Zhaohong Deng, Kup-Sze Choi, Lejun Gong, Jun Shi, Shitong Wang

Pages: 1486 - 1500

Weekly Review 29 April 2022

Some interesting links that I Tweeted about this week:

1) Kids do get AI, and technology in general. My own kid engages with AI very easily. https://spectrum.ieee.org/kids-ai

2) Not DevOps, but MLOps: https://www.kdnuggets.com/2021/11/accelerating-ai-mlops.html

3) Evolutionary robotics. Not a new idea, but the simplification of it to two dimensions speeds things up a bit: https://spectrum.ieee.org/robot-design

4) Reproducibility has been a problem in science for a while now. How much #AI research is repeatable? https://www.nature.com/articles/d41586-021-02486-7

5) Moving #NeuralNetwork operations to analog devices: https://spectrum.ieee.org/new-devices-for-analog-ai

6) There is a lot of hype around #AI, but tech experts seems to be less vulnerable to it: https://www.techrepublic.com/article/our-most-technical-people-are-down-on-ai-and-thats-a-good-thing/

7) Stephen Grossberg is not a fan of #DeepLearning, and prefers his own ART model: https://spectrum.ieee.org/deep-learning-cant-be-trusted

8) Quantum entanglement can boost the performance of quantum #MachineLearning: https://spectrum.ieee.org/quantum-machine-learning

9) Overview of transfer learning in #AI: https://www.kdnuggets.com/2022/01/transfer-learning.html

10) So now an #AI can be recognised as an inventor for a patent? This will not end well: https://spectrum.ieee.org/first-time-ai-named-inventor

11) Using #MachineLearning to detect depression from EEG signals: https://www.odt.co.nz/news/dunedin/using-ai-help-treat-depression

12) The six worst case scenarios that could be brought about by #AI. None of which are extermination of the human race: https://spectrum.ieee.org/ai-worst-case-scenarios

13) An overview of concept drift in #MachineLearning. This is what causes the performance of deployed #AI models to degrade over time: https://www.kdnuggets.com/2022/01/machine-learning-models-die-silence.html

14) Using #DeepLearning to detect early Alzheimer's from speech samples: https://spectrum.ieee.org/ai-to-detect-alzheimers

15) So medical imagers "hallucinate" because they use #MachineLearning to process the images before the operator sees them? I really don't think that's a good idea: https://spectrum.ieee.org/ai-medical-imaging-false-structures

16) Nine technologies that will help with your advanced studies in #MachineLearning. Wish I'd had some of these when doing my PhD: https://www.kdnuggets.com/2021/09/nine-tools-mastered-before-phd-machine-learning.html

17) Building a synthetic world to help create training data for #AI: https://spectrum.ieee.org/synthetic-data-ai

18) Diagnosing prostate cancer biopsies with #AI: https://www.odt.co.nz/news/dunedin/campus/ai-can-diagnose-prostate-cancer-study

19) Faster #NeuralNetwork processing with wafer chips: https://spectrum.ieee.org/graphcore-ai-processor

20) I think most researchers have felt burnt out, or felt like an imposter, at some point in their careers: https://www.nature.com/articles/d41586-021-03042-z