IEEE Transactions on Fuzzy Systems, Volume 33, Issue 8, August 2025

1) Guest Editorial: Special Issue on Fuzzy Intelligence for Flexible Electronics and Systems

Author(s): Haisheng Xia, Jonathan M. Garibaldi, Guanglin Li, Zhijun Li

Pages: 2383 - 2384

2) A Fuzzy-Encoded Dual-Modal Soft Glove for Gesture and Grasping Object Classification

Author(s): Zeyu Liu, Long Cheng, Houcheng Li, Muyuan Ma, Haoyu Zhang, Zhengwei Li, Zhenghua Ma, Jiachen Wei

Pages: 2385 - 2396

3) Grasping State Analysis of Multi-DOF Soft Manipulators Based on Multimodal Sensing and Deep Spiking Fuzzy Network

Author(s): Haoyuan Wang, Zhongzheng Fu, Andong Li, Lujie Yi, Yuxiao Sun, Xinxing Chen, Hao Wu, Jian Huang

Pages: 2397 - 2410

4) FuzzyTrack: User Adaptive Cervical Spine Motion Prediction With Earable Inertial Sensing

Author(s): Chengwen Luo, Yaxue Li, Gecheng Chen, Xing Li, Jin Zhang, Bo Wei, Jianqiang Li

Pages: 2411 - 2424

5) A Hybrid sEMG-FMG Sensor Fusion Approach Under Muscle Fatigue Using Cascade Fuzzy Forest

Author(s): Yinfeng Fang, Lingfeng Wu, Xixia Yu, Yong Peng, Yuxing Wang, Zhaojie Ju

Pages: 2425 - 2434

6) Content and Relation Fuzzy Mitigation Framework for Intent Perception

Author(s): Wenxin Zhang, Hao Qi, Shutong Wang, Ziqi Lin, Binglu Wang

Pages: 2435 - 2447

7) A Novel Bidirectional Controlled Prosthetic Hand With Rigid-Flexible Coupled Structure and Skin Stretch Feedback

Author(s): Sicheng Xuan, Funan Zeng, Chuyuan Bian, Zhipeng Wang, Yanmin Zhou, Shuo Jiang, Bin He

Pages: 2448 - 2459

8) Detecting Characteristic Points for the Analysis of Bioimpedance Signal Through a Synergy of Fuzzy Rule-Based Models and Granular Neural Networks

Author(s): Dan Wang, Monika Richter, Xiubin Zhu, Witold Pedrycz, Adam Gacek, Aleksander Sobotnicki, Zhiwu Li

Pages: 2460 - 2468

9) Fuzzy Rule-Based Test-Time Adaptation for Class Imbalance in Dynamic Scenarios

Author(s): Ran Wang, Hua Zuo, Jie Lu

Pages: 2469 - 2480

10) Fuzzy Dynamic Event-Triggered Control for Constrained Stochastic Game Systems

Author(s): Chaoxu Mu, Chenyi Si, Ke Wang, Qing Wang, Na Xu, Jinpeng Yu, Jinshan Bian

Pages: 2481 - 2497

11) Adaptive CNN-Transformer Fusion for Discriminative Fuzzy C-Means Clustering in Multivariate Forecasting

Author(s): Xunjin Wu, Jianming Zhan

Pages: 2498 - 2512

12) SPARK: Simple and Parameter-Free Knowledge Embedding With Fuzzy Cognitive Maps for Class Incremental Learning

Author(s): Yu Wang, Jiabo Xie, Junyan Zheng, Bingxu Lu, Yanxian Bi, Qinghua Hu

Pages: 2513 - 2525

13) Stability of the Solution in P2P Network System Based on Two-Sided Fuzzy Relation Inequality

Author(s): Xiaopeng Yang, Zhifeng Hao, Qianyu Shu

Pages: 2526 - 2538

14) Fuzzy Adaptive Data-Driven Security Control for Multiple-Unit High-Speed Train With Dynamic Sensor Attacks

Author(s): Wen Tan, Yuan-Xin Li, Zhongsheng Hou

Pages: 2539 - 2548

15) Stability and Stabilization of T-S Fuzzy Systems With Sampled-Data Controller: A Fuzzy-Related Matrix Injection Method

Author(s): Du Xiong, Chuan-Ke Zhang, Li Jin, Yu-Long Fan, Yong He

Pages: 2549 - 2560

16) Multihead Takagi–Sugeno–Kang Fuzzy System

Author(s): Ziwei Bian, Qin Chang, Jian Wang, Nikhil R. Pal

Pages: 2561 - 2573

17) Recursion-and-Fuzziness Reinforced Online Sparse Streaming Feature Selection

Author(s): Ruiyang Xu, Di Wu, Xin Luo

Pages: 2574 - 2586

18) Noise-Tolerant Multilabel Feature Selection Based on Sample Reliability Degree and Fuzzy Association Confidence

Author(s): Yun Kang, Jiaxin Li, Jianhua Dai

Pages: 2587 - 2598

19) FHG-GAN: Fuzzy Hypergraph Generative Adversarial Network With Large Foundation Models for Alzheimer’s Disease Risk Prediction

Author(s): Xia-An Bi, Zicheng Yang, Dayou Chen, Jie Wang, Zhaoxu Xing, Luyun Xu

Pages: 2599 - 2613

20) A Multiple Attentions-Based Multilevel Hybrid-Guided Deep Fuzzy Convolutional Neural Network for Image Recognition

Author(s): Jianjian Zhao, Peng Qin, Zhen Mei, Tao Zhao

Pages: 2614 - 2628

21) ECG Adaptive Synthesis With Multigranular Fuzzy EASNN: Enhancing Wearable Cardiac Monitoring

Author(s): Fan Fu, Jiamin Liu, Bosheng He, Weiguan Chen, Tianyi Zhou, Jiajia Zhai, Jiyang Lu, Hongjian Lu, Weiping Ding

Pages: 2629 - 2640

22) Fault Tolerant-Based Broad Fuzzy Neural Control for a Flexible Manipulator With Constraints

Author(s): Zhijia Zhao, Kaili Feng, Zhijie Liu, Lan Wu, C. L. Philip Chen, Chenguang Yang

Pages: 2641 - 2651

23) Multilevel Distributed Fuzzy Optimum Policy Iteration Pareto-Nash Equilibrium Seeking of Multiagent Multiobjective General Sum Games

Author(s): Xiwen Ma, Wei Xie, Botao Dong, Jingsong Yang, Hongtian Chen, Weidong Zhang

Pages: 2652 - 2662

24) FASTEN: Fuzzy Neural Support Vector Machine for Classification

Author(s): Zhian Yuan, Yuhua Qian, Xinyan Liang, Yi Kou, Chenping Hou, Qinghua Hu

Pages: 2663 - 2674

25) EEG Feature Selection in Emotion Recognition Using a Fuzzy Information-Theoretic Based Optimization Approach

Author(s): Jia Zhang, Siwei Liu, Hanrui Wu, Zhe Zhang, Jinyi Long

Pages: 2675 - 2688

26) Fuzzy-Assisted Contrastive Decoding Improving Code Generation of Large Language Models

Author(s): Shuai Wang, Liang Ding, Yibing Zhan, Yong Luo, Shuai Liu, Weiping Ding

Pages: 2689 - 2703

27) Security Sampled-Data-Based H∞ Control for Interval Type-2 Fuzzy Systems via SML Algorithm and Its Applications

Author(s): Pratap Anbalagan, Bohao Zhu, Zhiguang Feng, Tingwen Huang, Yukang Cui

Pages: 2704 - 2718

28) Expert Credibility Prediction Model Based on Fuzzy C-Means Clustering and Similarity Association

Author(s): Chuanbin Liu, Junming Guo, Xiaoming Zhang, Dengsheng Wu, Lean Yu

Pages: 2719 - 2729

29) Robust Adaptive Fuzzy Fixed-Time Distributed Time-Varying Optimization in Unbalanced Nonlinear Second-Order Multiagent Networks

Author(s): Ping Gong, Choon Ki Ahn

Pages: 2730 - 2742

30) MFBLS: A Mixture-of-Experts-Based Fuzzy Broad Learning System for Tackling Imbalanced Datasets

Author(s): Jing Wang, Luyu Nie, Junwei Duan, Huimin Zhao, C. L. Philip Chen

Pages: 2743 - 2754

31) Belief-Based Fuzzy and Imprecise Clustering for Arbitrary Data Distributions

Author(s): Zuo-wei Zhang, Zhun-ga Liu, Liang-bo Ning, Hong-peng Tian, Bing-lu Wang

Pages: 2755 - 2767

32) Anti-Windup Secure Fault-Tolerant Control for Input Saturated Nonlinear Cyber-Physical Systems Against Multichannel Nonperiodic DoS Attacks

Author(s): Ximing Yang, Yue Long, Tieshan Li, Hanqing Yang

Pages: 2768 - 2778

33) Hierarchical Fuzzy Stochastic Configuration Network Based on Canonical Correlation Analysis for Multiview Pulse Signal Fusion

Author(s): Shicheng Dai, Chenglong Zhang, Chaoxun Guo, Baoyuan Wu, David Zhang

Pages: 2779 - 2791

34) A Multitarget Online Fuzzy Stochastic Configuration Network for Industry Data Modeling

Author(s): Jingcheng Guo, Anqi Wang, Meng Zhou, Aijun Yan, Wei Guo

Pages: 2792 - 2804

35) A Lightweight TSK Fuzzy Classifier With Quantitative Equivalent Fuzzy Rules via Adaptive Weighting

Author(s): Jin Cao, Ta Zhou, Saikit Lam, Yuanpeng Zhang, Jiang Zhang, Xinyu Fan, Defeng Sun, Jing Cai

Pages: 2805 - 2817

36) Efficient Discovery of Fuzzy Partial Periodic Frequent Patterns Within Quantitative Temporal Databases

Veena Pamalla, Vanitha Kattumuri, Yutaka Watanobe, Deepika Saxena

Pages: 2818 - 2828

37) Practical Fixed-Time Synchronization of T–S Fuzzy Complex Networks With Different Dimensions

Author(s): Rongting Tao, Fanchao Kong, Shuaibing Zhu, Jinhu Lü

Pages: 2829 - 2842

38) Online Fault Diagnosis and Tolerant Control Based on Belief Rule Base Expert System Integrating Multisource Unreliable Information

Author(s): Yijie Sun, Zhichao Feng, Zhijie Zhou, Changhua Hu, Ruohan Yang

Pages: 2843 - 2854

39) Synchronization Control for Discrete-Time Fuzzy Complex Networks: A Novel State-Dependent Intermittent Memory-Event-Triggered Scheme

Author(s): Zhihong Liang, Huaguang Zhang, Juan Zhang, Qiongwen Zhang

Pages: 2855 - 2866

40) Investigating All Uncertainties in Hypergraph Representation Learning and Inference

Author(s): Hong-Yu Yao, Chun-Yang Zhang, Qian-Xi Tang, C. L. Philip Chen

Pages: 2867 - 2881

IEEE Transactions on Evolutionary Computation, Volume 29, Issue 4, August 2025

1) Genetic Programming With Flexible Region Detection for Fine-Grained Image Classification

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

Pages: 853 - 864

2) Learning to Expand/Contract Pareto Sets in Dynamic Multiobjective Optimization With a Changing Number of Objectives

Author(s): Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao

Pages: 865 - 879

3) Self-Adaptation of Multirecombinant Evolution Strategies on the Highly Multimodal Rastrigin Function

Author(s): Amir Omeradzic, Hans-Georg Beyer

Pages: 880 - 890

4) Approximation Guarantees for the Nondominated Sorting Genetic Algorithm II (NSGA-II)

Author(s): Weijie Zheng, Benjamin Doerr

Pages: 891 - 905

5) Multiagent Swarm Optimization With Adaptive Internal and External Learning for Complex Consensus-Based Distributed Optimization

Author(s): Tai-You Chen, Wei-Neng Chen, Feng-Feng Wei, Xiao-Min Hu, Jun Zhang

Pages: 906 - 920

6) Computationally Expensive High-Dimensional Multiobjective Optimization via Surrogate-Assisted Reformulation and Decomposition

Author(s): Linqiang Pan, Jianqing Lin, Handing Wang, Cheng He, Kay Chen Tan, Yaochu Jin

Pages: 921 - 935

7) Exploratory Landscape Analysis for Mixed-Variable Problems

Author(s): Raphael Patrick Prager, Heike Trautmann

Pages: 936 - 947

8) Learning-Based Directional Improvement Prediction for Dynamic Multiobjective Optimization

Author(s): Yulong Ye, Songbai Liu, Junwei Zhou, Qiuzhen Lin, Min Jiang, Kay Chen Tan

Pages: 948 - 962

9) Virtual-Source and Virtual-Swarm-Based Particle Swarm Optimizer for Large-Scale Multisource Location via Robot Swarm

Author(s): Junqi Zhang, Yuxuan Lin, MengChu Zhou

Pages: 963 - 976

10) Transforming Combinatorial Optimization Problems in Fourier Space: Consequences and Uses

Author(s): Anne Elorza, Xabier Benavides, Josu Ceberio, Leticia Hernando, Jose A. Lozano

Pages: 977 - 989

11) Indexes-Based and Partial Restart-Based Constrained Multiobjective Optimization

Author(s): Zhen Yang, Tangxu Yao, Yunliang Jiang, Jun Zhang, Xiongtao Zhang

Pages: 990 - 1001

12) Superpixel Segmentation-Based Evolutionary Multitasking Algorithm for Feature Selection of Hyperspectral Images

Author(s): Lingjie Li, Yuze Zhang, Qiuzhen Lin, Zhong Ming, Carlos A. Coello Coello, Victor C. M. Leung

Pages: 1002 - 1016

13) A Divergence-Based Condition to Ensure Quantile Improvement in Black-Box Global Optimization

Author(s): Thomas Guilmeau, Emilie Chouzenoux, Víctor Elvira

Pages: 1017 - 1028

14) Feature Extraction With Genetic Programming for Root Cause Identification in Manufacturing With Interpretable Machine Learning

Author(s): Chan Gyu Lee, Sungbum Jun

Pages: 1029 - 1040

15) Solving High-Dimensional Expensive Multiobjective Optimization Problems by Adaptive Decision Variable Grouping

Author(s): Yingwei Li, Xiang Feng, Huiqun Yu

Pages: 1041 - 1054

16) Multitree Genetic Programming for Learning Color and Multiscale Features in Image Classification

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

Pages: 1055 - 1069

17) Multiobjective Optimization Problem With Hardly Dominated Boundaries: Benchmark, Analysis, and Indicator-Based Algorithm

Author(s): Zhenkun Wang, Kangnian Lin, Genghui Li, Weifeng Gao

Pages: 1070 - 1084

18) A Feedback Learning-Based Memetic Algorithm for Energy-Aware Distributed Flexible Job-Shop Scheduling With Transportation Constraints

Author(s): Jingjing Wang, Honggui Han, Ling Wang

Pages: 1085 - 1099

19) Active Learning in Genetic Programming: Guiding Efficient Data Collection for Symbolic Regression

Author(s): Nathan Haut, Wolfgang Banzhaf, Bill Punch

Pages: 1100 - 1111

20) Adversarial AutoEncoder-Based Large-Scale Dynamic Multiobjective Evolutionary Algorithm

Author(s): Chenyang Li, Gary G. Yen, Zhenan He

Pages: 1112 - 1126

21) SRBench++: Principled Benchmarking of Symbolic Regression With Domain-Expert Interpretation

Author(s): F. O. de Franca, M. Virgolin, M. Kommenda, M. S. Majumder, M. Cranmer, G. Espada, L. Ingelse, A. Fonseca, M. Landajuela, B. Petersen, R. Glatt, N. Mundhenk, C. S. Lee, J. D. Hochhalter, D. L. Randall, P. Kamienny, H. Zhang, G. Dick, A. Simon, B. Burlacu, Jaan Kasak, Meera Machado, Casper Wilstrup, W. G. La Cava

Pages: 1127 - 1137

22) Constrained Probabilistic Pareto Dominance for Expensive Constrained Multiobjective Optimization Problems

Author(s): Zhiyao Zhang, Yong Wang, Guangyong Sun, Tong Pang, Ke Tang

Pages: 1138 - 1152

23) A Branch-and-Bound Enhanced Cooperative Evolutionary Algorithm for the Hybrid Seru System Scheduling Considering Worker Heterogeneity

Author(s): Yuting Wu, Ling Wang, Jing-Fang Chen

Pages: 1153 - 1167

24) Riesz s-Energy as a Diversity Indicator in Evolutionary Multiobjective Optimization

Author(s): Jesús Guillermo Falcón-Cardona, Lourdes Uribe, Pablo Rosas

Pages: 1168 - 1182

25) MQL-MM: A Meta-Q-Learning-Based Multiobjective Metaheuristic for Energy-Efficient Distributed Fuzzy Hybrid Blocking Flow-Shop Scheduling Problem

Author(s): Zhongshi Shao, Weishi Shao, Jianrui Chen, Dechang Pi

Pages: 1183 - 1198

26) A Dual Mutation-Based Evolutionary Algorithm for Dynamic Multiobjective Optimization With Undetectable Changes

Author(s): Yuanchao Liu, Lixin Tang, Jinliang Ding, Qingda Chen, Kanrong Liu, Jianchang Liu

Pages: 1199 - 1214

27) Many-Task Differential Evolutionary Algorithm Based on Bi-Space Similarity

Author(s): Ying Hou, Yanjie Shen, Honggui Han, Jingjing Wang

Pages: 1215 - 1226

28) Exact Calculation and Properties of the R2 Multiobjective Quality Indicator

Author(s): Andrzej Jaszkiewicz, Piotr Zielniewicz

Pages: 1227 - 1238

29) Evolutionary Multitasking Descriptor Optimization for Point Cloud Registration

Author(s): Yue Wu, Jinlong Sheng, Hangqi Ding, Peiran Gong, Hao Li, Maoguo Gong, Wenping Ma, Qiguang Miao

Pages: 1239 - 1253

30) Efficient Greedy Decremental Hypervolume Subset Selection Using Space Partition Tree

Author(s): Jingda Deng, Jianyong Sun, Qingfu Zhang, Hui Li

Pages: 1254 - 1268

31) Global and Local Search Experience-Based Evolutionary Sequential Transfer Optimization

Author(s): Chenming Cao, Kai Zhang, Xiaoming Xue, Kay Chen Tan, Jian Wang, Liming Zhang, Piyang Liu, Xia Yan

Pages: 1269 - 1283

32) Hyperbolic Neural Network-Based Preselection for Expensive Multiobjective Optimization

Author(s): Bingdong Li, Yanting Yang, Wenjing Hong, Peng Yang, Aimin Zhou

Pages: 1284 - 1297

33) A Fast Evaluation-Based Bacteria Colony Chemotaxis Algorithm for Dynamic Interval Multiobjective Optimization Problems

Author(s): Chen-Hao Xu, Zhi-Gang Lu, Er-Shun Du, Jiang-Feng Zhang, Xiao-Qiang Guo, Xue-Ping Li, Xiang-Xing Kong, Yan-Lin Li

Pages: 1298 - 1312

34) A Syntactic Problem Solver Learning Landscape Structures for Clinical Scheduling

Author(s): Keyao Wang, Bo Liu

Pages: 1313 - 1327

35) A Prediction and Weak Coevolution-Based Dynamic Constrained Multiobjective Optimization

Author(s): Dunwei Gong, Miao Rong, Na Hu, Yan Wang, Witold Pedrycz, Shengxiang Yang

Pages: 1328 - 1342

36) Evolutionary Art Attack for Black-Box Adversarial Example Generation

Author(s): Phoenix Neale Williams, Ke Li, Geyong Min

Pages: 1343 - 1355

37) Leader Prediction for Multiobjective Particle Swarm Optimization

Author(s): Shuai Wang, Aimin Zhou

Pages: 1356 - 1370

38) Deep Reinforcement Learning Assisted Genetic Programming Ensemble Hyper-Heuristics for Dynamic Scheduling of Container Port Trucks

Author(s): Xinan Chen, Ruibin Bai, Rong Qu, Jing Dong, Yaochu Jin

Pages: 1371 - 1385

39) Targeted Pareto Optimization for Subset Selection With Monotone Objective Function and Cardinality Constraint

Author(s): Ke Shang, Guotong Wu, Lie Meng Pang, Hisao Ishibuchi

Pages: 1386 - 1399

40) A Survey on Evolutionary Computation for Identifying Biomarkers of Complex Disease

Author(s): Jing Liang, Zhuo Hu, Ying Bi, Han Cheng, Kunjie Yu, Cai-Tong Yue, Xianfang Wang, Wei-Feng Guo

Pages: 1400 - 1418

41) Evolutionary Alternating Direction Method of Multipliers for Constrained Multiobjective Optimization With Unknown Constraints

Author(s): Shuang Li, Ke Li, Wei Li, Ming Yang

Pages: 1419 - 1433

42) A Comparison of Large Language Models and Genetic Programming for Program Synthesis

Author(s): Dominik Sobania, Justyna Petke, Martin Briesch, Franz Rothlauf

Pages: 1434 - 1448

43) Performance Metrics for Multiobjective Optimization Under Noise

Author(s): Juergen Branke

Pages: 1449 - 1455

IEEE Transactions on Cognitive and Developmental Systems, Volume 17, Issue 4, August 2025

1) Bridging the Gap: Cognitive Science Perspectives and Artificial Intelligence for Prediction and Detection of Specific Learning Disabilities

Author(s): Subha Sreekumar, Lijiya A, Rajith K Ravindren

Pages: 711 - 726

2) Advancements in Automated Assessment and Diagnosis of Autism Spectrum Disorder Through Multimodality Sensing Technologies: Survey of the Last Decade

Author(s): Athmar N. M. Shamhan, Marwa Qaraqe, Dena Al-Thani

Pages: 727 - 745

3) Integrating Human Intention into Multirobot Decision Making via Brain–Computer Interface Enabled Shared Autonomy

Author(s): Wei Dai, Yaru Liu, Huimin Lu, Zongtan Zhou

Pages: 746 - 758

4) Adaptive Multidocument Summarization Via Graph Representation Learning

Author(s): Gui-Huang Zeng, Yan-Qin Liu, Chun-Yang Zhang, Hai-Chun Cai, C. L. Philip Chen

Pages: 759 - 770

5) EEG-Based Cognitive Load Estimation of Acoustic Parameters for Data Sonification

Author(s): Gulshan Sharma, Surbhi Madan, Maneesh Bilalpur, Abhinav Dhall, Ramanathan Subramanian

Pages: 771 - 783

6) A Gradient Descent-Based Backend Feedback Adaptive Motion Planning Algorithm for Autonomous Mobile Robots

Author(s): Gang Li, Si-Cheng Wang, Bin Cheng, Zhong-Pan Zhu

Pages: 784 - 793

7) Performer: A High-Performance Global-Local Model-Augmented With Dual Network Interaction Mechanism

Author(s): Dayu Tan, Linfeng Hua, Rui Hao, Qi Xu, Yansen Su, Chunhou Zheng, Weimin Zhong

Pages: 794 - 808

8) Exploring the Mechanisms of Bidirectional Plasticity From Temporal Feature Stimuli in Cerebellar Motor Learning: A Ca2+-Mediated Simulation

Author(s): Tao Xu, Zhikun Wang, Jiaqing Chen, Jiajia Huang, Guosong Wu, Ya Ke, Wing Ho Yung

Pages: 809 - 822

9) A Neurodynamic-Diversity-Based Spiking Network Model for Text Classification

Author(s): Yuguo Liu, Wenyu Chen, Hanwen Liu, Yun Zhang, Malu Zhang, Hong Qu

Pages: 823 - 834

10) Robust Gaze-Based Intention Prediction for Real-World Scenarios

Author(s): Zihang Yin, Zhonghua Wan, Mingxuan Yang, Yi Xiong, Wei Wang, Shiqian Wu

Pages: 835 - 846

11) Multiobject Graph Affordance Network: Goal-Oriented Planning Through Learned Compound Object Affordances

Author(s): Tuba Girgin, Emre Uğur

Pages: 847 - 858

12) MDAG-Net: Multidomain Association-Guided Network for Image-Based Long-Term Visual Localization

Author(s): Fawei Ge, Yunzhou Zhang, Li Wang, Yanhai Tan, Sonya Coleman, Dermot Kerr

Pages: 859 - 873

13) Uncovering Brain Network Modules in Major Depression During Naturalistic Music Perception With Block Term Decomposition

Author(s): Yongjie Zhu, Yuxing Hao, Jia Liu, Fengyu Cong

Pages: 874 - 883

14) Visual Memory Schemas for Localized Image Memorability Prediction

Author(s): Cameron Kyle-Davidson, Adrian G. Bors, Karla K. Evans

Pages: 884 - 895

15) Brain–Eye Collaboration Target Detection and Localization in Remote Sensing Image

Author(s): Jianan Han, Longjie Ma, Li Zhu, Jiajia Tang, Wanzeng Kong

Pages: 896 - 907

16) DTAS: An Adaptive Critical Scenarios Generation Method for Decision Boundary Assessment

Author(s): Hui Lu, Yuanhang Hu, Shiqi Wang, Ping Zhou, Shi Cheng

Pages: 908 - 922

17) TRANSIT-EEG—A Framework for Cross-Subject Classification With Subject Specific Adaptation

Author(s): Chirag Ahuja, Divyashikha Sethia

Pages: 923 - 937

18) SELM: From Efficient Autonomous Exploration to Long-Term Monitoring in Semantic Level

Author(s): Fang Lang, Yongsen Qin, Yinchuan Wang, Jin Liu, Chaoqun Wang, Wei Song, Qiuguo Zhu, Rui Song

Pages: 938 - 952

19) Lightweight Facial Attractiveness Prediction Using Dual Label Distribution

Author(s): Shu Liu, Enquan Huang, Ziyu Zhou, Yan Xu, Xiaoyan Kui, Tao Lei, Hongying Meng

Pages: 953 - 963

20) Exploring Supervised Contrastive Learning for Skeleton-Based Temporal Action Segmentation

Author(s): Bowen Chen, Haoyu Ji, Hanwei Ma, Ruihan Lin, Wei Nie, Weihong Ren, Zhiyong Wang, Honghai Liu

Pages: 964 - 975

21) MAST: Multiagent Safe Transformer for Reinforcement Learning

Author(s): Suhang Wei, Xianwei Wang, Xiang Feng, Huiqun Yu

Pages: 976 - 986

22) Improved Few-Shot Learning Based on Triplet Metric for Motor Imagery EEG Classification

Author(s): Qingshan She, Chengjun Li, Tongcai Tan, Feng Fang, Yingchun Zhang

Pages: 987 - 999

23) Automated Mental Fatigue Detection From Electroencephalogram Using Joint Time-Frequency Representation Based on Multivariate Iterative Filtering

Author(s): Kritiprasanna Das, Ram Bilas Pachori

Pages: 1000 - 1010

24) Visual Reinforcement Learning Based on Multiview Optimization Aggregation

Author(s): Xuesong Wang, Ruyi Lu, Hengrui Zhang, Yuhu Cheng

Pages: 1011 - 1021

25) Decentralized Reinforcement Learning for Multiple Robotic Fish in Cooperative Pursuit Task

Author(s): Yukai Feng, Zhengxing Wu, Jian Wang, Sijie Li, Yupei Huang, Junzhi Yu, Min Tan

Pages: 1022 - 1034

26) DG-NBV: A Cognitive Framework for Direct Generation of Next Best View in Continuous View Space

Author(s): Zhicheng Liu, Zhiqiang Cao, Jianjie Li, Peiyu Guan, Junzhi Yu

Pages: 1035 - 1045

IEEE Transactions on Emerging Topics in Computational Intelligence Volume 9, Issue 4, August 2025

1) An Efficient Sampling Approach to Offspring Generation for Evolutionary Large-Scale Constrained Multi-Objective Optimization

Author(s): Langchun Si, Xingyi Zhang, Yajie Zhang, Shangshang Yang, Ye Tian

Pages: 2080 - 2092

2) Long-Tailed Classification Based on Coarse-Grained Leading Forest and Multi-Center Loss

Author(s): Jinye Yang, Ji Xu, Di Wu, Jianhang Tang, Shaobo Li, Guoyin Wang

Pages: 2093 - 2107

3) Two ZNN-Based Unified SMC Schemes for Finite/Fixed/Preassigned-Time Synchronization of Chaotic Systems

Author(s): Yongjun He, Lin Xiao, Linju Li, Qiuyue Zuo, Yaonan Wang

Pages: 2108 - 2121

4) Solving Multiobjective Combinatorial Optimization via Learning to Improve Method

Author(s): Te Ye, Zizhen Zhang, Qingfu Zhang, Jinbiao Chen, Jiahai Wang

Pages: 2122 - 2136

5) Multi-Objective Integrated Energy-Efficient Scheduling of Distributed Flexible Job Shop and Vehicle Routing by Knowledge-and-Learning-Based Hyper-Heuristics

Author(s): YaPing Fu, ZhengPei Zhang, Min Huang, XiWang Guo, Liang Qi

Pages: 2137 - 2150

6) MTMD: Multi-Scale Temporal Memory Learning and Efficient Debiasing Framework for Stock Trend Forecasting

Author(s): Mingjie Wang, Juanxi Tian, Mingze Zhang, Jianxiong Guo, Weijia Jia

Pages: 2151 - 2163

7) Cross-Scale Fuzzy Holistic Attention Network for Diabetic Retinopathy Grading From Fundus Images

Author(s): Zhijie Lin, Zhaoshui He, Xu Wang, Wenqing Su, Ji Tan, Yamei Deng, Shengli Xie

Pages: 2164 - 2178

8) Leveraging Neural Networks and Calibration Measures for Confident Feature Selection

Author(s): Hassan Gharoun, Navid Yazdanjue, Mohammad Sadegh Khorshidi, Fang Chen, Amir H. Gandomi

Pages: 2179 - 2193

9) Modeling of Spiking Neural Network With Optimal Hidden Layer via Spatiotemporal Orthogonal Encoding for Patterns Recognition

Author(s): Zenan Huang, Yinghui Chang, Weikang Wu, Chenhui Zhao, Hongyan Luo, Shan He, Donghui Guo

Pages: 2194 - 2207

10) A Learning-Based Two-Stage Multi-Thread Iterated Greedy Algorithm for Co-Scheduling of Distributed Factories and Automated Guided Vehicles With Sequence-Dependent Setup Times

Author(s): Zijiang Liu, Hongyan Sang, Biao Zhang, Leilei Meng, Tao Meng

Pages: 2208 - 2218

11) A Novel Hierarchical Generative Model for Semi-Supervised Semantic Segmentation of Biomedical Images

Author(s): Lu Chai, Zidong Wang, Yuheng Shao, Qinyuan Liu

Pages: 2219 - 2231

12) PurifyFL: Non-Interactive Privacy-Preserving Federated Learning Against Poisoning Attacks Based on Single Server

Author(s): Yanli Ren, Zhe Yang, Guorui Feng, Xinpeng Zhang

Pages: 2232 - 2243

13) Learning Uniform Latent Representation via Alternating Adversarial Network for Multi-View Clustering

Author(s): Yue Zhang, Weitian Huang, Xiaoxue Zhang, Sirui Yang, Fa Zhang, Xin Gao, Hongmin Cai

Pages: 2244 - 2255

14) Harnessing the Power of Knowledge Graphs to Improve Causal Discovery

Author(s): Taiyu Ban, Xiangyu Wang, Lyuzhou Chen, Derui Lyu, Xi Fan, Huanhuan Chen

Pages: 2256 - 2268

15) MSDT: Multiscale Diffusion Transformer for Multimodality Image Fusion

Author(s): Caifeng Xia, Hongwei Gao, Wei Yang, Jiahui Yu

Pages: 2269 - 2283

16) Adaptive Feature Transfer for Light Field Super-Resolution With Hybrid Lenses

Author(s): Gaosheng Liu, Huanjing Yue, Xin Luo, Jingyu Yang

Pages: 2284 - 2295

17) Broad Graph Attention Network With Multiple Kernel Mechanism

Author(s): Qingwang Wang, Pengcheng Jin, Hao Xiong, Yuhang Wu, Xu Lin, Tao Shen, Jiangbo Huang, Jun Cheng, Yanfeng Gu

Pages: 2296 - 2307

18) Dual-Branch Semantic Enhancement Network Joint With Iterative Self-Matching Training Strategy for Semi-Supervised Semantic Segmentation

Author(s): Feng Xiao, Ruyu Liu, Xu Cheng, Haoyu Zhang, Jianhua Zhang, Yaochu Jin

Pages: 2308 - 2320

19) CVRSF-Net: Image Emotion Recognition by Combining Visual Relationship Features and Scene Features

Author(s): Yutong Luo, Xinyue Zhong, Jialan Xie, Guangyuan Liu

Pages: 2321 - 2333

20) Generative Network Correction to Promote Incremental Learning

Author(s): Justin Leo, Jugal Kalita

Pages: 2334 - 2343

21) A Cross-Domain Recommendation Model Based on Asymmetric Vertical Federated Learning and Heterogeneous Representation

Author(s): Wanjing Zhao, Yunpeng Xiao, Tun Li, Rong Wang, Qian Li, Guoyin Wang

Pages: 2344 - 2358

22) HGRL-S: Towards Heterogeneous Graph Representation Learning With Optimized Structures

Author(s): Shanfeng Wang, Dong Wang, Xiaona Ruan, Xiaolong Fan, Maoguo Gong, He Zhang

Pages: 2359 - 2370

23) Prompt-Based Out-of-Distribution Intent Detection

Author(s): Rudolf Chow, Albert Y. S. Lam

Pages: 2371 - 2382

24) Multi-Graph Contrastive Learning for Community Detection in Multi-Layer Networks

Author(s): Songen Cao, Xiaoyi Lv, Yaxiong Ma, Xiaoke Ma

Pages: 2383 - 2397

25) Observer-Based Event-Triggered Optimal Control for Nonlinear Multiagent Systems With Input Delay via Reinforcement Learning Strategy

Author(s): Xin Wang, Yujie Liao, Lihua Tan, Wei Zhang, Huaqing Li

Pages: 2398 - 2409

26) SODSR: A Three-Stage Small Object Detection via Super-Resolution Using Optimizing Combination

Author(s): Xiaoyong Mei, Kejin Zhang, Changqin Huang, Xiao Chen, Ming Li, Zhao Li, Weiping Ding, Xindong Wu

Pages: 2410 - 2426

27) Toward Automatic Market Making: An Imitative Reinforcement Learning Approach With Predictive Representation Learning

Author(s): Siyuan Li, Yafei Chen, Hui Niu, Jiahao Zheng, Zhouchi Lin, Jian Li, Jian Guo, Zhen Wang

Pages: 2427 - 2439

28) CIGF-Net: Cross-Modality Interaction and Global-Feature Fusion for RGB-T Semantic Segmentation

Author(s): Zhiwei Zhang, Yisha Liu, Weimin Xue, Yan Zhuang

Pages: 2440 - 2451

29) BAUODNET for Class Imbalance Learning in Underwater Object Detection

Author(s): Long Chen, Haohan Yu, Xirui Dong, Yaxin Li, Jialie Shen, Jiangrong Shen, Qi Xu

Pages: 2452 - 2461

30) DFEN: A Dual-Feature Extraction Network-Based Open-Set Domain Adaptation Method for Optical Remote Sensing Image Scene Classification

Author(s): Zhunga Liu, Xinran Ji, Zuowei Zhang, Yimin Fu

Pages: 2462 - 2473

31) Distillation-Based Domain Generalization for Cross-Dataset EEG-Based Emotion Recognition

Author(s): Wei Li, Siyi Wang, Shitong Shao, Kaizhu Huang

Pages: 2474 - 2490

32) NeuronsGym: A Hybrid Framework and Benchmark for Robot Navigation With Sim2Real Policy Learning

Author(s): Haoran Li, Guangzheng Hu, Shasha Liu, Mingjun Ma, Yaran Chen, Dongbin Zhao

Pages: 2491 - 2505

33) Adaptive Constrained IVAMGGMM: Application to Mental Disorders Detection

Author(s): Ali Algumaei, Muhammad Azam, Nizar Bouguila

Pages: 2506 - 2530

34) Visual IoT Sensing Based on Robust Multilabel Discrete Signatures With Self-Topological Regularized Half Quadratic Lifting Functions

Author(s): Bo-Wei Chen, Ying-Hsuan Wu

Pages: 2531 - 2544

35) Heterogeneity-Aware Clustering and Intra-Cluster Uniform Data Sampling for Federated Learning

Author(s): Jian Chen, Peifeng Zhang, Jiahui Chen, Terry Shue Chien Lau

Pages: 2545 - 2556

36) Model-Data Jointly Driven Method for Airborne Particulate Matter Monitoring

Author(s): Ke Gu, Yuchen Liu, Hongyan Liu, Bo Liu, Lai-Kuan Wong, Weisi Lin, Junfei Qiao

Pages: 2557 - 2571

37) Personalized Exercise Group Assembly Using a Two Archive Evolutionary Algorithm

Author(s): Yifei Sun, Yifei Cao, Ziang Wang, Sicheng Hou, Weifeng Gao, Zhi-Hui Zhan

Pages: 2572 - 2583

38) PFPS: Polymerized Feature Panoptic Segmentation Based on Fully Convolutional Networks

Author(s): Shucheng Ji, Xiaochen Yuan, Junqi Bao, Tong Liu, Yang Lian, Guoheng Huang, Guo Zhong

Pages: 2584 - 2596

39) Low-Bit Mixed-Precision Quantization and Acceleration of CNN for FPGA Deployment

Author(s): JianRong Wang, Zhijun He, Hongbo Zhao, Rongke Liu

Pages: 2597 - 2617

40) Bayesian Inference of Hidden Markov Models Through Probabilistic Boolean Operations in Spiking Neuronal Networks

Author(s): Ayan Chakraborty, Saswat Chakrabarti

Pages: 2618 - 2632

Weekly Review 15 August 2025

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. AI can program drone controllers. But can they program other AI? https://www.theregister.com/2025/08/07/generative_ai_codes_drone_control/
2. Google shifts computing around data centres according to local power demand, in an effort to reduce the effects of the massive energy demands of AI: https://www.theregister.com/2025/08/04/google_ai_datacenter_grid/
3. The trouble with politicians using AI is that it makes it easier for the AI companies to manipulate them: https://www.theguardian.com/technology/2025/aug/05/chat-gpt-swedish-pm-ulf-kristersson-under-fire-for-using-ai-in-role
4. AI still cannot be trusted with medical decision making, the risk of hallucinations is too high: https://futurism.com/neoscope/google-healthcare-ai-makes-up-body-part
5. "Therefore I'm not surprised that there appears an openness to accept AI when ultimately it's an industry with little obligation to be accountable for their actions." That dude did not hold back: https://www.theregister.com/2025/08/07/real_estate/
6. So when this AI crawler finds a site it isn't supposed to scrape, it switches to a stealthier mode and scrapes it anyway: https://arstechnica.com/information-technology/2025/08/ai-site-perplexity-uses-stealth-tactics-to-flout-no-crawl-edicts-cloudflare-says/
7. The fight over copyright in AI training data is getting more and more invasive with regards to users' data: https://arstechnica.com/tech-policy/2025/08/openai-offers-20-million-user-chats-in-chatgpt-lawsuit-nyt-wants-120-million/
8. There is still some way to go in using AI to make medical notes: https://www.rnz.co.nz/news/national/569348/artificial-intelligence-saves-doctors-time-but-makes-mistakes-study
9. Primary school teachers are struggling with AI: https://www.rnz.co.nz/news/national/569059/dire-need-for-ai-support-in-primary-intermediate-schools-survey-shows
10. What human-level AI is going to bring: https://www.theguardian.com/technology/2025/aug/04/demis-hassabis-ai-future-10-times-bigger-than-industrial-revolution-and-10-times-faster
11. Think watermarking is going to identify AI generated images? Nope: https://spectrum.ieee.org/ai-watermark-remover
12. Demands in Australia that AI companies pay for the use of the copyrighted material used to train their models: https://www.theguardian.com/technology/2025/aug/06/arts-and-media-groups-demand-labor-take-a-stand-against-rampant-theft-of-australian-content-to-train-ai
13. Microsoft has always had a problem moving from prototype to product, its AI projects are no exception: https://www.computerworld.com/article/4033846/microsofts-real-ai-challenge-moving-past-the-prototypes.html
14. The ridiculous salaries being paid to top AI developers: https://arstechnica.com/ai/2025/08/at-250-million-top-ai-salaries-dwarf-those-of-the-manhattan-project-and-the-space-race/
15. New AI models are jailbroken on the first day of release: https://dataconomy.com/2025/08/07/new-openai-models-are-jailbreaked-on-day-1/
16. The dodgy ways AI companies make money from their users: https://www.computerworld.com/article/4036568/the-dark-side-of-ai-monetization.html
17. OpenAI's work towards human-level AI: https://techcrunch.com/2025/08/03/inside-openais-quest-to-make-ai-do-anything-for-you/
18. AI crawlers do not respect robots.txt. Does it need to be made legally enforceable? https://spectrum.ieee.org/web-crawling
19. Using AI to backstop human errors seems like a sensible application: https://www.theregister.com/2025/08/06/mod_taps_aussie_ai_shop/
20. People do not want Meta to use their data to train their AI: https://www.theregister.com/2025/08/07/meta_training_ai_on_social/
21. Google denies AI summaries are costing sites traffic: https://techcrunch.com/2025/08/06/google-denies-ai-search-features-are-killing-website-traffic/ In other news, Jack the Ripper claims to be a public safety worker.
22. Looks like models for fashion advertising are the next group to be put out of work by AI: https://techcrunch.com/2025/08/03/the-uproar-over-vogues-ai-generated-ad-isnt-just-about-fashion/
23. You can run large language model AI locall. If you have the resources: https://www.theregister.com/2025/08/07/run_openai_gpt_oss_locally/
24. If the future of software developers is only to verify the code generated by AI, how are the devs going to learn what to verify? https://www.theregister.com/2025/08/07/github_ceo_ai_coding/

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 8, August 2025

1) Generative Adversarial Networks for Dynamic Malware Behavior: A Comprehensive Review, Categorization, and Analysis

Author(s): Ghebrebrhan Gebrehans, Naveed Ilyas, Khouloud Eledlebi, Willian Tessaro Lunardi, Martin Andreoni, Chan Yeob Yeun, Ernesto Damiani

Pages: 1955 - 1976

2) Responsible AI: Portraits With Intelligent Bibliometrics

Author(s): Yi Zhang, Mengjia Wu, Guangquan Zhang, Jie Lu

Pages: 1977 - 1990

3) Adaptive Operator Selection for Meta-Heuristics: A Survey

Author(s): Jiyuan Pei, Yi Mei, Jialin Liu, Mengjie Zhang, Xin Yao

Pages: 1991 - 2012

4) Unsupervised Multivariate Time Series Anomaly Detection by Feature Decoupling in Federated Learning Scenarios

Author(s): Yifan He, Xi Ding, Yateng Tang, Jihong Guan, Shuigeng Zhou

Pages: 2013 - 2026

5) SAMScore: A Content Structural Similarity Metric for Image Translation Evaluation

Author(s): Yunxiang Li, Meixu Chen, Kai Wang, Jun Ma, Alan C. Bovik, You Zhang

Pages: 2027 - 2040

6) Communication-Efficient Distributed Learning for Nash Equilibrium of Aggregative Games Over Time-Varying Digraphs

Author(s): Mingfei Chen, Dong Wang, Xiaopeng Xu, Wenli Yao, Bingyang Zhu

Pages: 2041 - 2050

7) SAWL-Net: A Statistical Attentions and Wavelet Aided Lightweight Network for Classification of Cancers in Histopathological Images

Author(s): Surya Majumder, Aishik Paul, Friedhelm Schwenker, Ram Sarkar

Pages: 2051 - 2060

8) Efficient Solution Validation of Constraint Satisfaction Problems on Neuromorphic Hardware: The Case of Sudoku Puzzles

Author(s): Riccardo Pignari, Vittorio Fra, Enrico Macii, Gianvito Urgese

Pages: 2061 - 2072

9) HDL: Hybrid and Dynamic Learning for Fake Face Recognition

Author(s): Baojin Huang, Jiaqi Ma, Guangcheng Wang, Hui Wang

Pages: 2073 - 2082

10) A Multimodal-Driven Fusion Data Augmentation Framework for Emotion Recognition

Author(s): Ao Li, Minchao Wu, Rui Ouyang, Yongming Wang, Fan Li, Zhao Lv

Pages: 2083 - 2097

11) A Novel Recursive Ensemble Feature Selection Framework for High-Dimensional Data

Author(s): Xiaojian Ding, Zihan Xu, Yi Li, Fumin Ma, Shilin Chen

Pages: 2098 - 2109

12) Blockchain-Empowered Cyber-Secure Federated Learning for Trustworthy Edge Computing

Author(s): Ervin Moore, Ahmed Imteaj, Md Zarif Hossain, Shabnam Rezapour, M. Hadi Amini

Pages: 2110 - 2118

13) Beyond Histogram Comparison: Distribution-Aware Simple-Path Graph Kernels

Author(s): Wei Ye, Shuhao Tang, Hao Tian, Qijun Chen

Pages: 2119 - 2132

14) Path-Aware Few-Shot Knowledge Graph Completion

Author(s): Shuo Yu, Yingbo Wang, Zhitao Wan, Yanming Shen, Qiang Zhang, Feng Xia

Pages: 2133 - 2147

15) High-Dimensional Hyperparameter Optimization via Adjoint Differentiation

Author(s): Hongkun Dou, Hongjue Li, Jinyang Du, Leyuan Fang, Qing Gao, Yue Deng, Wen Yao

Pages: 2148 - 2162

16) Facilitating Continuous Facial Aging Through Latent Age Attribute Modulation

Author(s): Xiyuan Hu, Jinglei Qu, Chen Chen

Pages: 2163 - 2177

17) Mixture Density Function Estimation in Shape Clustering

Author(s): Kazunori Iwata

Pages: 2178 - 2192

18) Similar or Related: Spectral-Based Item Relationship Mining With Graph Convolutional Network for Complementary Recommendation

Author(s): Gang-Feng Ma, Xu-Hua Yang, Haixia Long, Yujiao Huang

Pages: 2193 - 2202

19) Adaptive Multiparticle Swarm Neural Architecture Search for High-Incidence Cancer Prediction

Author(s): Liming Xu, Jie Zheng, Chunlin He, Jing Wang, Bochuan Zheng, Jiancheng Lv

Pages: 2203 - 2214

20) ContentDM: A Layout Diffusion Model for Content-Aware Layout Generation

Author(s): Honglin Guo, Weizhi Nie, Ruidong Chen, Lanjun Wang, Guoqing Jin, Anan Liu

Pages: 2215 - 2225

21) Multiagent Actor-Critic Generative AI for Query Resolution and Analysis

Author(s): Mohammad Wali Ur Rahman, Ric Nevarez, Lamia Tasnim Mim, Salim Hariri

Pages: 2226 - 2240

22) AI-Generated Versus Human Text: Introducing a New Dataset for Benchmarking and Analysis

Author(s): Ali Al Bataineh, Rachel Sickler, Kerry Kurcz, Kristen Pedersen

Pages: 2241 - 2252

23) Pruning Networks Only Using Few-Shot Pretraining Based on Gradient Similarity Frequency

Author(s): Haigen Hu, Huihuang Zhang, Qianwei Zhou, Tieming Chen

Pages: 2253 - 2265

24) SecureLLAMA: Secure FPGAs Using LLAMA Large Language Models

Author(s): Mansour Alqarni, Akramul Azim

Pages: 2266 - 2280

25) LaBINet—An Approach for Seamlessly Integrating New Advertisement Into an Existing Scene

Author(s): Sukriti Dhang, Mimi Zhang, Soumyabrata Dev

Pages: 2281 - 2290

26) Enhancing Generalization of Offline RL in Data-Limited Settings With Heuristic Rules

Author(s): Briti Gangopadhyay, Zhao Wang, Jia-Fong Yeh, Shingo Takamatsu

Pages: 2291 - 2301

27) Performance Analysis and Design of a Weighted Personalized Quantum Federated Learning

Author(s): Dev Gurung, Shiva Raj Pokhrel

Pages: 2302 - 2313

28) ITF-VAE: Variational Auto-Encoder Using Interpretable Continuous Time Series Features

Author(s): Hendrik Klopries, Andreas Schwung

Pages: 2314 - 2326

29) FedECE: Federated Estimation of Causal Effect Based on Causal Graphical Modeling

Author(s): Yongsheng Zhao, Kui Yu, Guodu Xiang, Xianjie Guo, Fuyuan Cao

Pages: 2327 - 2341

30) Ensuring Fairness in Spectral Clustering via Disparate Impact-Based Graph Construction

Author(s): Adithya K. Moorthy, V. Vijaya Saradhi, Bhanu Prasad

Pages: 2342 - 2352

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 7, July 2025

1) Cyber Shadows: Neutralizing Security Threats With AI and Targeted Policy Measures

Author(s): Marc Schmitt, Pantelis Koutroumpis

Pages: 1697 - 1705

2) Privacy and Fairness in Machine Learning: A Survey

Author(s): Sina Shaham, Arash Hajisafi, Minh K. Quan, Dinh C. Nguyen, Bhaskar Krishnamachari, Charith Peris, Gabriel Ghinita, Cyrus Shahabi, Pubudu N. Pathirana

Pages: 1706 - 1726

3) Stochastic Submodular Bandits With Delayed Composite Anonymous Bandit Feedback

Author(s): Mohammad Pedramfar, Vaneet Aggarwal

Pages: 1727 - 1735

4) Edge Intelligence: A Deep Distilled Model for Wearables to Enable Proactive Eldercare

Author(s): Muhammad Fahim, S. M. Ahsan Kazmi, Vishal Sharma, Hyundong Shin, Trung Q. Duong

Pages: 1736 - 1745

5) Multimodality Consistency for Point Cloud Completion via Differentiable Rendering

Author(s): Ben Fei, Yixuan Li, Weidong Yang, Wen-Ming Chen, Zhijun Li

Pages: 1746 - 1760

6) Defense Against Adversarial Faces at the Source: Strengthened Faces Based on Hidden Disturbances

Author(s): Shuangliang Li, Jinwei Wang, Hao Wu, Jiawei Zhang, Xin Cheng, Xiangyang Luo, Bin Ma

Pages: 1761 - 1775

7) AdaCoRCE Loss for Knowledge Distillation: A Novel Approach With Network Fission and Co-Teaching Technique

Author(s): Shankey Garg, Pradeep Singh

Pages: 1776 - 1786

8) Consistency-Heterogenity Balanced Fake News Detection via Cross-Modal Matching

Author(s): Ying Guo, Bingxin Li, Kexin Zhen, Jie Liu, Gaolei Li, Qi Wang, Yong-Jin Liu

Pages: 1787 - 1796

9) Age-Aware UAV-Aided Energy Harvesting for the Design of Wireless Rechargeable Mobile Networks

Author(s): Aditya Singh, Rajesh M. Hegde

Pages: 1797 - 1807

10) Emergency Scheduling of Aerial Vehicles via Graph Neural Neighborhood Search

Author(s): Tong Guo, Yi Mei, Wenbo Du, Yisheng Lv, Yumeng Li, Tao Song

Pages: 1808 - 1822

11) Go Beyond End-to-End Training: Boosting Greedy Local Learning With Context Supply

Author(s): Chengting Yu, Fengzhao Zhang, Hanzhi Ma, Aili Wang, Er-Ping Li

Pages: 1823 - 1837

12) A Trustworthy AIoT-Enabled Localization System via Federated Learning and Blockchain

Author(s): Junfei Wang, He Huang, Jingze Feng, Steven Wong, Lihua Xie, Jianfei Yang

Pages: 1838 - 1848

13) Deep Learning-Based Method for Irrigation Status Detection in Tomato Using Plant Leaves

Author(s): Tej Bahadur Shahi, Chiranjibi Sitaula, Krishna Prasad Bhandari, Shobha Poudel, Rupesh Bhandari, Ravindra Mishra, Bharat Kumar Sharma, Bhogendra Mishra

Pages: 1849 - 1858

14) Meta-XAI for Explaining the Explainer: Unveiling Image Features Driving Deep Learning Decisions

Author(s): Simone Bianco

Pages: 1859 - 1869

15) G-Mix: A Generalized Mixup Learning Framework Toward Flat Minima

Author(s): Xingyu Li, Bo Tang

Pages: 1870 - 1883

16) Next-Generation Computer Vision in Veterinary Medicine: A Study on Canine Ophthalmology

Author(s): Matija Burić, Marina Ivašić-Kos

Pages: 1884 - 1893

17) Joint Detection of Rhythmic and Morphological Abnormalities in Electrocardiographic Images: A Multitask Learning Approach

Author(s): Pharvesh Salman Choudhary, L.N. Sharma, Samarendra Dandapat

Pages: 1894 - 1905

18) Robust Control of Uncertain Quantum Systems Based on Physics-Informed Neural Networks and Sampling Learning

Author(s): Kai Zhang, Qi Yu, Sen Kuang

Pages: 1906 - 1917

19) Positive Sample Mining: Fuzzy Threshold-Based Contrastive Learning for Enhanced Unsupervised Skeleton-Based Action Recognition

Author(s): Hengsheng Xu, Jianqi Zhong, Deliang Lian, Hanxu Hou, Wenming Cao

Pages: 1918 - 1931

20) Deep Learning-Based Selective Feature Fusion for Litchi Fruit Detection Using Multimodal UAV Sensor Measurements

Author(s): Debarun Chakraborty, Bhabesh Deka

Pages: 1932 - 1942

21) FLyer: Federated Learning-Based Crop Yield Prediction for Agriculture 5.0

Author(s): Tanushree Dey, Somnath Bera, Anwesha Mukherjee, Debashis De, Rajkumar Buyya

Pages: 1943 - 1952

Weekly Review 8 August 2025

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. EU rules around AI are now law: https://www.theregister.com/2025/07/30/eu_ai_act/
2. The jobs likely to be most, and least, affected by AI: https://www.theregister.com/2025/07/29/microsoft_boffins_jobs_impacted_ai/
3. Coders are using more AI tools, but they still need to be able to code: https://www.theregister.com/2025/07/29/coders_are_using_ai_tools/
4. The problem with using AI generated images in research publications is that they look good while being thoroughly wrong: https://www.theregister.com/2025/07/27/biomedviz_ai_wrong_problems/
5. AI and academic freedom: https://www.insidehighered.com/opinion/columns/just-visiting/2025/07/25/faculty-better-get-active-ai-and-academic-freedom
6. Not so much a new AI, as a new set of controls around it to make it more useful as a tutor: https://techcrunch.com/2025/07/29/openai-launches-study-mode-in-chatgpt/
7. Rather than using AI to estimate someone's age from their appearance, YouTube is using AI to guess their age from their activities. We'll see which is more accurate: https://www.theverge.com/news/715343/youtube-age-estimation-ai-minor-account-restrictions
8. Young people tend to embrace new tools faster, no matter how damaging they might be long term. AI is no exception: https://www.theguardian.com/technology/2025/jul/27/it-wants-users-hooked-and-jonesing-for-their-next-fix-are-young-people-becoming-too-reliant-on-ai
9. More on the new study mode in ChatGPT: https://arstechnica.com/ai/2025/07/chatgpts-new-study-mode-is-designed-to-help-you-learn-not-just-give-answers/
10. More AI integration in a web browser: https://techcrunch.com/2025/07/28/microsoft-edge-is-now-an-ai-browser-with-launch-of-copilot-mode/
11. Do not use AI as a therapist! https://techcrunch.com/2025/07/25/sam-altman-warns-theres-no-legal-confidentiality-when-using-chatgpt-as-a-therapist/
12. More detail on the environmental damage AI is causing: https://arstechnica.com/ai/2025/07/mistrals-new-environmental-audit-shows-how-much-ai-is-hurting-the-planet/
13. More concerns from the music industry over AI generated music: https://www.rnz.co.nz/news/national/568613/musicians-concerned-by-lack-of-regulation-around-fast-evolving-ai-technology
14. A new AI data centre in Wyoming will use more energy than all the homes in the state: https://www.stuff.co.nz/business/360773513/cheyenne-host-massive-ai-data-centre-using-more-electricity-all-wyoming-homes-combined
15. Use cases for large language model AI: https://www.kdnuggets.com/when-do-i-need-to-use-an-llm
16. Decisions made by AI should really be checked by a human: https://nypost.com/2025/07/28/business/hertz-customer-flagged-by-ai-scanner-for-damage-says-hes-done-with-firm/
17. It is getting harder and harder for people to distinguish reality from AI generated images: https://www.extremetech.com/computing/most-people-struggle-to-tell-real-images-from-ai-fakes-study-finds
18. Is anyone surprised that this AI plan benefits big companies? The US has their most venal president in history: https://www.theguardian.com/technology/2025/jul/25/trump-ai-action-plan
19. Resurrecting dead singers with AI seems a bit dubious, ethically speaking: https://www.rnz.co.nz/life/music/how-an-ai-generated-song-ended-up-on-a-dead-artist-s-spotify-page
20. Moves to make using AI to set different prices for individuals illegal: https://arstechnica.com/tech-policy/2025/07/deltas-ai-spying-to-jack-up-prices-must-be-banned-lawmakers-say/
21. A universal AI for robotics: https://www.techrepublic.com/article/news-ai-breakthrough-could-put-the-same-brain-in-every-robot/
22. This is not going to end well. Governments are a bit more complicated than AI can handle: https://techcrunch.com/2025/07/27/doge-has-built-an-ai-tool-to-slash-federal-regulations/
23. A biological evolutionary AI: https://spectrum.ieee.org/proteus-mammalian-ai
24. The European Union's AI code: https://www.techrepublic.com/article/news-eu-ai-code/

Weekly Review 1 August 2025

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. While some workers pretend they don't use AI, others are pretending that they do: https://www.theregister.com/2025/07/22/ai_anxiety_us_workers/
2. Academics depend on funding to survive and progress their careers, so it's not surprising that some (many?) are using AI to write grant applications: https://www.theregister.com/2025/07/23/nih_ai_research_application_ban/
3. Not every AI chatbot is bad for users' privacy: https://www.theverge.com/news/711860/proton-privacy-focused-ai-chatbot
4. AI summaries of web pages are diverting traffic to those websites, robbing them of views and revenue: https://www.theregister.com/2025/07/22/google_ai_overviews_suppress_search/
5. Would human-level AI really be that bad? https://www.theguardian.com/commentisfree/ng-interactive/2025/jul/21/human-level-artificial-intelligence
6. I'm still rather surprised that people need to be told not to share their personal data with AI: https://techcrunch.com/2025/07/19/for-privacy-and-security-think-twice-before-granting-ai-access-to-your-personal-data/
7. AI are algorithms, not magic. If you want good performance from your AI, you have to train it on good data: https://www.datasciencecentral.com/data-quality-for-unbiased-results-preventing-ai-induced-hallucinations/
8. One of the first things I learned as an undergrad software engineer was that you use technology to solve identified problems, you don't go looking for problems to apply your technology to: https://www.theguardian.com/technology/2025/jul/21/openai-signs-deal-with-uk-to-find-government-uses-for-its-models
9. Are AI companions starting to replace real friends for teens? https://techcrunch.com/2025/07/21/72-of-u-s-teens-have-used-ai-companions-study-finds/
10. These are the people deciding what our kids should be learning? So clueless that they wanted to use AI to do the job for them? https://www.rnz.co.nz/news/national/567601/school-curriculum-rewrite-had-serious-problems-managers-considered-using-ai-to-help
11. As AI advances, real-world robots become more capable: https://www.computerworld.com/article/4025052/from-chatbots-to-robots-the-rise-of-physical-ai.html
12. We don't need human-level AI to replace huge numbers of jobs: https://www.theguardian.com/technology/2025/jul/22/openai-sam-altman-congress-ai-jobs
13. This might look like a good idea, but people are lazy and will just take what the AI says as true without checking: https://www.theguardian.com/uk-news/2025/jul/22/uk-border-officials-to-use-ai-to-verify-ages-of-child-asylum-seekers
14. Humans still write code better than AI: https://arstechnica.com/ai/2025/07/exhausted-man-defeats-ai-model-in-world-coding-championship/ For now.
15. How New Zealand local and central government is using AI to process public submissions: https://www.rnz.co.nz/news/political/568008/how-and-why-artificial-intelligence-is-being-used-to-process-your-submissions-to-politicians
16. The wholesale scraping of training data for AI has led to a legal minefield: https://www.computerworld.com/article/4025938/time-to-consider-ai-models-that-dont-steal.html
17. Courts are struggling to pick up AI-generated submissions and errors: https://arstechnica.com/tech-policy/2025/07/its-frighteningly-likely-many-us-courts-will-overlook-ai-errors-expert-says/
18. The deterioration of US research capacity continues at an accelerated pace: https://www.science.org/content/article/my-academic-job-offer-was-rescinded-i-ll-keep-going-u-s-researchers-are-running-out I would say come to New Zealand, but we're not doing much better
19. Wargaming with AI: https://spectrum.ieee.org/thunderforge-ai-wargames-dod Insert obligatory comment about Skynet...
20. Despite how often people use AI, they still don't trust it: https://dataconomy.com/2025/07/23/we-use-ai-billions-of-times-a-day-but-we-still-dont-trust-it/
21. Optimising AI for the edge of the cloud: https://spectrum.ieee.org/edge-ai
22. Some more ways educators can reduce students cheating with AI: https://www.insidehighered.com/opinion/career-advice/teaching/2025/07/16/we-cant-ban-generative-ai-we-can-friction-fix-it-opinion
23. Advances in AI have led to advances in surgical robotics: https://arstechnica.com/science/2025/07/experimental-surgery-performed-by-ai-driven-surgical-robot/
24. AI is accelerating movie making, and it's getting better and better at it: https://www.theguardian.com/technology/2025/jul/20/artificial-intelligence-ai-tools-gamechanger-for-film-makers

IEEE Transactions on Fuzzy Systems, Volume 33, Issue 7, July 2025

1) Optimizing Deep Neuro-Fuzzy Network for ECG Medical Big Data Through Integration of Multiscale Features

Author(s): Xin Wang, Jianhui Lv, Byung-Gyu Kim, Bidare Divakarachari Parameshachari, Keqin Li, Dongsheng Yang, Achyut Shankar

Pages: 2027 - 2037

2) FDformer: A Fuzzy Dynamic Transformer-Based Network for Efficient Industrial Time Series Prediction

Author(s): Lei Ren, Tuo Zhao, Haiteng Wang

Pages: 2038 - 2049

3) ODMGIS: An Outlier Detection Method Based on Multigranularity Information Sets

Author(s): Pengfei Zhang, Zhaoxuan He, Dexian Wang, Tao Jiang, Baolin Li, Jia Liu, Wei Huang, Tianrui Li

Pages: 2050 - 2061

4) Double-Layer Fuzzy Neural Network Based Optimal Control for Wastewater Treatment Process

Author(s): Junfei Qiao, Dingyuan Chen, Cuili Yang, Dapeng Li

Pages: 2062 - 2073

5) Distributed Estimator-Based Fuzzy Containment Control for Nonlinear Multiagent Systems With Deferred Constraints

Author(s): Hui Ma, Qi Zhou, Hongru Ren, Zhenyou Wang

Pages: 2074 - 2083

6) Hierarchical Fuzzy Topological System for High-Dimensional Data Regression Problems

Author(s): Mengxue Yao, Taoyan Zhao, Jiangtao Cao, Jinna Li

Pages: 2084 - 2095

7) Sliding Mode Learning Control for Interconnected Nonlinear Systems via Data-Driven Self-Triggered Fuzzy Approach

Author(s): Fanbiao Li, Tengda Wang, Yiyun Zhao, Tingwen Huang, Chunhua Yang, Weihua Gui

Pages: 2096 - 2108

8) Fully Distributed Adaptive Fuzzy Resilient Nash Equilibrium Seeking for Uncertain Multiagent Systems With Prescribed-Time Convergence

Author(s): Yuan-Xin Li, Bo Xu, Shaocheng Tong

Pages: 2109 - 2121

9) Predefined-Time Fuzzy Adaptive Optimal Secure Consensus Control for Multiagent Systems With Unknown Follower Dynamics

Author(s): Haitao Wang, Qingshan Liu, Ju H. Park

Pages: 2122 - 2135

10) Interval Observer-Based Control of Takagi–Sugeno Fuzzy Systems With Uncertainties

Author(s): Ming Chi, Ankang Zhang, Xiaoling Wang, Lintao Ye

Pages: 2136 - 2147

11) Granular-Ball Computing-Based Fuzzy Twin Support Vector Machine for Pattern Classification

Author(s): Guangming Lang, Lixi Zhao, Duoqian Miao, Weiping Ding

Pages: 2148 - 2160

12) Enhancing Decision-Making Clarity: Layered Set-Based Similarity Measures for Probabilistic Hesitant Fuzzy Sets

Author(s): Bahram Farhadinia, Hamid Khayyam, Mahdi Jalili

Pages: 2161 - 2173

13) Fractional Exponent-Based Looped-Lyapunov Functional for Mode-Dependent Sampled-Data Control of T–S Fuzzy Markovian Jump Systems With H∞ Performance

Author(s): Karpagavalli Sundararajan, Padmaja Narasimman, Tae H. Lee, Lakshmanan Shanmugam

Pages: 2174 - 2188

14) An Antinoise Disturbance Fuzzy Neural Dynamics for Manipulability Optimization of Omnidirectional Mobile Redundant Manipulator

Author(s): Shijun Tang, Xingtian Xiao, Zhongbo Sun, Yunfeng Hu, Hong Chen

Pages: 2189 - 2202

15) Online Multilabel Streaming Feature Selection by Label Enhancement and Fuzzy Synergistic Discrimination Information

Author(s): Ligeng Zou, Tong Zhou, Jianhua Dai

Pages: 2203 - 2214

16) Output-Feedback Proportional-Integral Fuzzy Control of Unknown Nonlinear Systems With Prescribed Performance

Author(s): Jin-Zi Yang, Jin-Xi Zhang, Tianyou Chai

Pages: 2215 - 2225

17) Multiview Unsupervised Representation Learning via Integration of Fuzzy Rules and Graph-Based Adaptive Regularization

Author(s): Yi Zhu, Dong Li, Chao Xi, Witold Pedrycz

Pages: 2226 - 2237

18) A Transformation Method of Noncooperative to Cooperative Behavior by Trust Propagation in Social Network Group Decision Making

Author(s): Tiantian Gai, Francisco Chiclana, Weidong Jin, Mi Zhou, Jian Wu

Pages: 2238 - 2250

19) Interval Observer-Based Secure Estimation for T–S Fuzzy Systems Under Stealthy Attacks

Author(s): Zhi-Hui Li, Guang-Hong Yang

Pages: 2251 - 2260

20) Adaptive Fuzzy Fixed-Time Control for Uncertain Time-Delay Nonlinear Systems With Output Constraints

Author(s): Yang Bai, Gang Dou, Tianliang Zhang, Weihai Zhang, Mei Guo

Pages: 2261 - 2271

21) Robust Control Analysis With Model Transformation for Interval Type-2 Fuzzy Systems

Author(s): Jie Yang, Shaoyan Gai, Feipeng Da, Wenbo Xie

Pages: 2272 - 2283

22) Robust Jointly Sparse Fast Fuzzy Clustering via Ternary-Tree-Based Anchor Graph

Author(s): Jianping Liu, Hongying Zhang, Kezhen Dong, Feiping Nie

Pages: 2284 - 2294

23) Fuzzy Opinion Dynamics-Driven Consensus Model Within Hybrid Mesoscale Structure in Social Trust Network

Author(s): Fei Teng, Xinran Liu, Peide Liu, Xiaoming Wu

Pages: 2295 - 2307

24) Inverse Q-Learning Optimal Control for Takagi–Sugeno Fuzzy Systems

Author(s): Wenting Song, Jun Ning, Shaocheng Tong

Pages: 2308 - 2320

25) Misclassification-Error-Inspired Ensemble of Interpretable First-Order TSK Fuzzy Subclassifiers: A Novel Multiview Learning Perspective

Author(s): Maosen Long, Fu-Lai Chung, Shitong Wang

Pages: 2321 - 2335

26) Fuzzy Hierarchical Stochastic Configuration Networks for Industrial Soft Sensor Modeling

Author(s): Xinyu Zhou, Jun Lu, Jinliang Ding

Pages: 2336 - 2347

27) An Asymmetric Approach to Three-Way Approximation of Fuzzy Sets

Author(s): Xuerong Zhao, Duoqian Miao, Yiyu Yao, Witold Pedrycz

Pages: 2348 - 2360

28) Fuzzy Domain Adaptation via Variational Inference for Evolving Concept Drift

Author(s): Chuang Wang, Zidong Wang, Weiguo Sheng, Qingqiang Liu, Hongli Dong

Pages: 2361 - 2375

29) New Result on Mismatched Double Fuzzy Summation Inequality

Author(s): Feng Li, Zhenghao Ni, Sangmoon Lee, Hao Shen

Pages: 2376 - 2381

30) Erratum to “Spatial Weighted Robust Clustering of Multivariate Time Series Based on Quantile Dependence With an Application to Mobility During COVID-19 Pandemic”

Author(s): Ángel López-Oriona, Pierpaolo D'Urso, José A. Vilar, Borja Lafuente-Rego

Pages: 2382 - 2382

Weekly Review 25 July 2025

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. The "fair use" defence of AI companies scraping the web for training data is not valid in the EU: https://www.theregister.com/2025/07/14/eu_genai_fair_use/
2. For safety, we need to know what AI are thinking: https://techcrunch.com/2025/07/15/research-leaders-urge-tech-industry-to-monitor-ais-thoughts/
3. Again, this isn't authors using prompts to trick people, it's authors tricking the AI reviewers are using instead of doing the reviewing themselves: https://www.techrepublic.com/article/news-hidden-ai-prompts-academic-research-papers/
4. For some developers, AI coding tools make them less productive, not more so: https://techcrunch.com/2025/07/11/ai-coding-tools-may-not-speed-up-every-developer-study-shows/
5. Another security bug-since fixed-in an AI: https://techcrunch.com/2025/07/15/meta-fixes-bug-that-could-leak-users-ai-prompts-and-generated-content/
6. I still use the terminal for a lot of programming work. I'm strangely gratified to see AI making its way there: https://techcrunch.com/2025/07/15/ai-coding-tools-are-shifting-to-a-surprising-place-the-terminal/
7. Energy demands of AI are rising, but so are solutions: https://www.nzherald.co.nz/world/companies-focus-on-ways-of-achieving-energy-efficiency-as-consumption-keeps-increasing/TFNBHB2PMRH5ZM726GYS4OUHV4/
8. The corporate risks around AI are beginning to be better known: https://www.theregister.com/2025/07/15/sec_risk_factors_ai/
9. Do not rely on AI for therapy: https://arstechnica.com/ai/2025/07/ai-therapy-bots-fuel-delusions-and-give-dangerous-advice-stanford-study-finds/
10. AI companies are under-estimating and under-preparing for the dangers of advanced AI: https://www.theguardian.com/technology/2025/jul/17/ai-firms-unprepared-for-dangers-of-building-human-level-systems-report-warns
11. An improved approach to Copilot AI viewing your screen, but I'm not convinced the security and privacy issues have been adequately addressed: https://dataconomy.com/2025/07/16/copilot-vision-now-sees-your-whole-screen/
12. If you're in AI, big corporations are the best place to find big salaries: https://www.theregister.com/2025/07/15/janco_it_salary_report/
13. AI chatbots are not an adequate or safe alternative to human therapists. They are a lot cheaper though: https://techcrunch.com/2025/07/13/study-warns-of-significant-risks-in-using-ai-therapy-chatbots/
14. Big AI companies are as vulnerable to the risks of growing too quickly as any other organisation: https://techcrunch.com/2025/07/15/a-former-openai-engineer-describes-what-its-really-like-to-work-there/
15. The European Union's rules around AI: https://www.techrepublic.com/article/news-eu-ai-code/
16. An AI generated band found success, and people never even realised it was AI: https://www.theguardian.com/technology/2025/jul/14/an-ai-generated-band-got-1m-plays-on-spotify-now-music-insiders-say-listeners-should-be-warned
17. AI generated an improved recipe for low-carbon concrete: https://www.theregister.com/2025/07/17/meta_ai_concrete_model/
18. AI generated slop is being used to populate click-harvesting websites: https://www.rnz.co.nz/news/in-depth/567221/how-a-local-website-was-hijacked-and-filled-with-ai-generated-coherent-gibberish
19. Ways AI can be applied to financial forecasting: https://www.datasciencecentral.com/how-ai-is-transforming-financial-forecasting-for-smbs-and-enterprises/
20. Turns out, the problems with using AI in sports are more to do with the people using it: https://www.theguardian.com/sport/2025/jul/15/rise-of-the-machines-ai-outrage-technology-tennis-sport
21. Improved algorithms boost the performance of AI: https://www.theregister.com/2025/07/17/new_algorithms_boost_ai_perf/
22. AI is making things worse for new graduates hunting for jobs: https://www.theguardian.com/technology/2025/jul/13/workforce-crisis-key-takeaways-graduates-ai-jobs-market
23. Ten simple maths and stats commands in Python: https://www.kdnuggets.com/10-python-math-statistical-analysis-one-liners
24. Why am I not surprised that this particular AI company has lax safety standards? https://techcrunch.com/2025/07/16/openai-and-anthropic-researchers-decry-reckless-safety-culture-at-elon-musks-xai/