PhD in artificial intelligence, research experience in IT and ecology. Scientist. Engineer. Educator. Husband. Father.
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Weekly Review 22 August 2025
Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):
I don't need an AI to tell me what my workmates think of me, I talk to the people I work with: https://www.stuff.co.nz/business/360784008/kiwi-ai-startup-will-tell-you-what-your-work-colleagues-think-about-you
Should people have the post-mortem right to prevent an AI clone of them being created? https://www.theregister.com/2025/08/09/dead_need_ai_data_delete_right/
Using AI to estimate the age of YouTube users is going to cause privacy problems, especially for people with niche interests: https://arstechnica.com/tech-policy/2025/08/50k-youtubers-rage-against-ai-spying-that-could-expose-identities/
All the different ways generative AI can hallucinate, or put another way, bullshit: https://spectrum.ieee.org/ai-misinformation-llm-bullshit
The challenges AI cause to IT infrastructure: https://www.datasciencecentral.com/computing-infrastructure-challenges-in-ai-workloads/
AI don't really reason, they just look like it: https://arstechnica.com/ai/2025/08/researchers-find-llms-are-bad-at-logical-inference-good-at-fluent-nonsense/
I think without substantial investment in large scale nuclear power, the carbon emissions of large scale AI will continue to increase: https://www.computerworld.com/article/4037695/can-microsoft-build-massive-ai-data-centers-and-meet-climate-goals-without-greenwashing.html
The first step should be to ban self-replicating AI, but enforcing that would be difficult: https://www.computerworld.com/article/4035190/genai-tools-are-acting-more-alive-than-ever-they-blackmail-people-replicate-and-escape.html
I've been saying for a while that the biggest threat to the AI industry isn't regulation, it's lawsuits: https://arstechnica.com/tech-policy/2025/08/ai-industry-horrified-to-face-largest-copyright-class-action-ever-certified/
One useful application of AI is using a digital twin to handle conversations with tedious people like climate change deniers: https://www.theguardian.com/technology/2025/aug/11/digital-dr-karl-kruszelnickic-ai-chatbot
Using AI to automate your IT operations is a dangerous idea: https://www.theregister.com/2025/08/12/ai_models_can_be_tricked/
AI can design antibiotics that are effective against resistant bacteria: https://spectrum.ieee.org/ai-drug-design-mit-antibiotics
Another case of hidden biases in data being reflected in the behaviour of the AI trained on that data: https://www.theguardian.com/technology/2025/aug/11/ai-tools-used-by-english-councils-downplay-womens-health-issues-study-finds
Although AI generated code really isn't that good, it has still reduced the job market for new computer science graduates: https://techcrunch.com/2025/08/10/the-computer-science-dream-has-become-a-nightmare/
Another lawyer caught using AI to generate a court filing, this time in Australia: https://www.stuff.co.nz/world-news/360793376/australian-lawyer-apologises-ai-generated-errors-murder-case
As AI starts to eliminate jobs, the practical nature of New Zealand industries means they are likely to be less affected: https://www.rnz.co.nz/news/on-the-inside/569813/ai-is-peeling-back-the-layers-of-low-value-work-nz-may-be-well-placed-to-adapt
The myriad legal landmines from using generative AI in your business: https://www.theregister.com/2025/08/12/genai_lawsuit/
Reducing AI computing costs with new data types: https://www.theregister.com/2025/08/10/openai_mxfp4/
AI can be a good thing in the classroom, if it's used carefully and ethically: https://www.rnz.co.nz/news/world/569934/artificial-intelligence-is-revolutionising-classroom-learning-but-will-it-help-or-hinder-students
How many more people are going to be hurt by AI that tell people they're real? https://www.rnz.co.nz/news/world/570099/meta-s-flirty-ai-chatbot-invited-a-retiree-to-new-york-he-never-made-it-home
Giving AI compassion is the best way to stop them destroying us, says Geoffrey Hinton: https://dataconomy.com/2025/08/14/ais-co-creator-warns-it-could-destroy-us-unless-we-change-this/
AI coding tools just aren't that good: https://www.theregister.com/2025/08/11/opinion_column_ai_coding_tools/
Uncritically following advice from AI is bad for your health: https://www.nzherald.co.nz/world/man-poisoned-himself-after-taking-medical-advice-from-chatgpt/UF7OXTA5PNF3PEB5YFHBNHE4QM/
Entrenched biases in datasets will lead to entrenched biases in AI: https://www.theguardian.com/technology/2025/aug/13/ai-artificial-intelligence-racism-sexism-australia-human-rights-commissioner
The most and least reliable current AI: https://www.techrepublic.com/article/news-ai-models-hallucination-rates-hhem-rankings/
AI is better at defending systems than breaking into them, but how long before an arms race starts? https://www.theregister.com/2025/08/11/ai_security_offense_defense/
AI perceive time differently to humans: https://spectrum.ieee.org/ai-perception-of-time
AI are so focused on pleasing users that it's dangerous to ask them why they make mistakes: https://arstechnica.com/ai/2025/08/why-its-a-mistake-to-ask-chatbots-about-their-mistakes/
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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
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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
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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
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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
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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):
AI can program drone controllers. But can they program other AI? https://www.theregister.com/2025/08/07/generative_ai_codes_drone_control/
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/
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
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
"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/
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/
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/
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
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
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
Think watermarking is going to identify AI generated images? Nope: https://spectrum.ieee.org/ai-watermark-remover
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
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
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/
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/
The dodgy ways AI companies make money from their users: https://www.computerworld.com/article/4036568/the-dark-side-of-ai-monetization.html
OpenAI's work towards human-level AI: https://techcrunch.com/2025/08/03/inside-openais-quest-to-make-ai-do-anything-for-you/
AI crawlers do not respect robots.txt. Does it need to be made legally enforceable? https://spectrum.ieee.org/web-crawling
Using AI to backstop human errors seems like a sensible application: https://www.theregister.com/2025/08/06/mod_taps_aussie_ai_shop/
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/
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.
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/
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/
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/
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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
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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
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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):
EU rules around AI are now law: https://www.theregister.com/2025/07/30/eu_ai_act/
The jobs likely to be most, and least, affected by AI: https://www.theregister.com/2025/07/29/microsoft_boffins_jobs_impacted_ai/
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/
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/
AI and academic freedom: https://www.insidehighered.com/opinion/columns/just-visiting/2025/07/25/faculty-better-get-active-ai-and-academic-freedom
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/
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
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
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/
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/
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/
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/
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
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
Use cases for large language model AI: https://www.kdnuggets.com/when-do-i-need-to-use-an-llm
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/
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
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
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
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/
A universal AI for robotics: https://www.techrepublic.com/article/news-ai-breakthrough-could-put-the-same-brain-in-every-robot/
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/
A biological evolutionary AI: https://spectrum.ieee.org/proteus-mammalian-ai
The European Union's AI code: https://www.techrepublic.com/article/news-eu-ai-code/
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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):
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/
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/
Not every AI chatbot is bad for users' privacy: https://www.theverge.com/news/711860/proton-privacy-focused-ai-chatbot
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/
Would human-level AI really be that bad? https://www.theguardian.com/commentisfree/ng-interactive/2025/jul/21/human-level-artificial-intelligence
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/
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/
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
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/
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
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
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
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
Humans still write code better than AI: https://arstechnica.com/ai/2025/07/exhausted-man-defeats-ai-model-in-world-coding-championship/ For now.
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
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
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/
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
Wargaming with AI: https://spectrum.ieee.org/thunderforge-ai-wargames-dod Insert obligatory comment about Skynet...
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/
Optimising AI for the edge of the cloud: https://spectrum.ieee.org/edge-ai
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
Advances in AI have led to advances in surgical robotics: https://arstechnica.com/science/2025/07/experimental-surgery-performed-by-ai-driven-surgical-robot/
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
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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
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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):
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/
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/
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/
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/
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/
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/
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/
The corporate risks around AI are beginning to be better known: https://www.theregister.com/2025/07/15/sec_risk_factors_ai/
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/
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
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/
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/
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/
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/
The European Union's rules around AI: https://www.techrepublic.com/article/news-eu-ai-code/
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
AI generated an improved recipe for low-carbon concrete: https://www.theregister.com/2025/07/17/meta_ai_concrete_model/
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
Ways AI can be applied to financial forecasting: https://www.datasciencecentral.com/how-ai-is-transforming-financial-forecasting-for-smbs-and-enterprises/
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
Improved algorithms boost the performance of AI: https://www.theregister.com/2025/07/17/new_algorithms_boost_ai_perf/
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
Ten simple maths and stats commands in Python: https://www.kdnuggets.com/10-python-math-statistical-analysis-one-liners
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/
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Weekly Review 18 July 2025
Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):
An arms race is happening, between the AI cheaters and the AI cheat detectors: https://techcrunch.com/2025/07/09/why-cluelys-roy-lee-isnt-sweating-cheating-detectors/
When will artificial general intelligence arrive? Sometime after we can define what it means: https://arstechnica.com/ai/2025/07/agi-may-be-impossible-to-define-and-thats-a-multibillion-dollar-problem/
I think if I left my online shopping to an AI, I'd end up with 15 copies of books I already own: https://techcrunch.com/2025/07/08/genai-as-a-shopping-assistant-set-to-explode-during-prime-day-sales/
How AI is being used by terrorists-not terminators, but for recruitment and fund raising: https://www.theguardian.com/world/2025/jul/08/terrorist-groups-artificial-intelligence
The problem here isn't that the paper authors are trying to fool an AI, it's that reviewers are using AI to do the reviews for them: https://www.theregister.com/2025/07/07/scholars_try_to_fool_llm_reviewers/
How gaming can be a way of cutting through AI hype: https://www.theregister.com/2025/07/07/ai_scores_a_huge_own/
This is one of the real dangers of AI, using them to mislead and manipulate people: https://www.stuff.co.nz/world-news/360751040/impostor-uses-ai-impersonate-rubio-and-contact-foreign-and-us-officials
It seems an unfortunate part of New Zealand culture that we tend to be more ahead in social matters, and more behind in technological matters. AI is no exception to this: https://www.stuff.co.nz/nz-news/360754851/we-need-more-human-intelligence-we-try-figure-out-artificial-intelligence
AI hallucination as creativity: https://arstechnica.com/ai/2025/07/chatgpt-made-up-a-product-feature-out-of-thin-air-so-this-company-created-it/
An AI-generated home cleaning schedule: https://www.stuff.co.nz/home-property/360748878/ai-cleaning-my-house-and-its-been-total-game-changer
Even though investment in AI continues, higher level executives are starting to lose interest: https://www.theregister.com/2025/07/09/csuite_sours_on_ai/
Using AI to translate Chinese to sign language is a difficult problem: https://www.theregister.com/2025/07/10/china_ai_sign_language_translation/
When talking about AI generated videos, thr image caption "Bible stories are being reimagined through the Americanised lens of fuckboy vlog culture" might just be the best I've ever seen: https://www.theguardian.com/culture/2025/jul/07/what-if-jesus-was-a-vlogger-the-ai-bible-stories-flooding-social-media
How to avoid AI making you stupid: https://www.bigdatawire.com/2025/07/09/how-to-keep-ai-from-making-your-employees-stupid/
The emerging role of agentic AI in software engineering: https://www.datasciencecentral.com/how-agentic-ai-reshapes-your-development/
High school students using AI to cheat is a growing problem in New Zealand: https://www.nzherald.co.nz/nz/ai-driven-exam-breaches-surge-as-schools-grapple-with-cheating-top-principals-warning/5PTARAXHCNAJ7O2ZGWQQKI4L2A/
How to transition into AI even if your background is not tech: https://www.kdnuggets.com/5-ways-to-transition-into-ai-from-a-non-tech-background
Manipulation of people-including emotional manipulation-is the real danger of AI: https://www.theguardian.com/tv-and-radio/2025/jul/12/i-felt-pure-unconditional-love-the-people-who-marry-their-ai-chatbots
AI will put everyone out of work in 20 years: https://www.theguardian.com/technology/2025/jul/09/futurist-adam-dorr-robots-ai-jobs-replace-human-labour
Nonexistent caselaw, hallucinated from an AI, causes a court ruling to be thrown out: https://www.theregister.com/2025/07/08/georgia_appeals_court_ai_caselaw/
While AI is a useful tool, decisions should always be backed up by a human: https://www.theregister.com/2025/07/07/ai_wimbledon_fail/
An image recognition AI that more closely approximates the human visual system: https://spectrum.ieee.org/topographic-neural-network
Stealing cryptocurrency with AI: https://www.theregister.com/2025/07/10/ai_agents_automatically_steal_cryptocurrency/
Semantic layers provide a better way for AI to access data: https://www.bigdatawire.com/2025/07/08/rethinking-ai-ready-data-with-semantic-layers/
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Weekly Review 11 July 2025
Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):
Can AI help improve employee retention? Would managers be happy about what it might reveal? https://www.datasciencecentral.com/utilize-machine-learning-to-improve-employee-retention-rates/
This clown is woefully unqualified for his role, why is his failure to roll out AI in a meaningful way surprising? https://www.theverge.com/ai-artificial-intelligence/697129/rfk-jr-ai
How to use AI to get a job in tech: https://www.computerworld.com/article/4015573/robert-half-exec-details-how-to-use-ai-to-snag-a-tech-job-and-what-not-to-do.html
Copyright law as it pertains to music poses a genuine threat to AI: https://www.theverge.com/ai-artificial-intelligence/695290/suno-udio-ai-music-legal-copyright-riaa
I've been saying for a long time that LLM AI don't "know" what they're talking about, that there is a difference between talking about something and knowing what that thing is: https://www.theregister.com/2025/07/03/ai_models_potemkin_understanding/
By 2030 AI will be able to perform the kinds of tasks that would take a human a month: https://spectrum.ieee.org/large-language-model-performance
Most office AI agents can't do they tasks they are applied to, and aren't even AI: https://www.theregister.com/2025/06/29/ai_agents_fail_a_lot/
AI might destroy some jobs, but the market for people with AI skills is growing: https://www.theregister.com/2025/06/30/ai_skills_job_postings_comptia/
Heat reflective paint designed by AI: https://www.theguardian.com/technology/2025/jul/02/ai-helps-find-formula-for-paint-to-keep-buildings-cooler
People with empathise with people, and with AI if they think it's a person. But not if they know it's an AI: https://www.theregister.com/2025/07/01/people_have_empathy_with_ai/
People are almost competing over who can predict the largest job losses that AI will bring about: https://techcrunch.com/2025/07/02/ai-job-predictions-become-corporate-americas-newest-competitive-sport/
Google's new AI tools for education. But will they stop students cheating? https://techcrunch.com/2025/06/30/google-embraces-ai-in-the-classroom-with-new-gemini-tools-for-educators-chatbots-for-students-and-more/
AI are improving in medical diagnostics. Cue legions of malpractice lawyers grinning maniacally: https://www.theguardian.com/technology/2025/jun/30/microsoft-ai-system-better-doctors-diagnosing-health-conditions-research
AI call centre assistants are not that helpful: https://www.theregister.com/2025/07/02/call_center_ai_assistants/
AI makes people worse at picking stocks: https://dataconomy.com/2025/07/02/ai-made-executives-worse-at-stock-picking/
People are always going to use AI to cut corners/costs, but when it's generating subtitles the use of AI is going to be pretty obvious: https://www.theverge.com/ai-artificial-intelligence/696819/crunchyroll-ran-embarrassingly-bad-chatgpt-subtitles-on-its-new-anime-series
AI do not make good business owners: https://techcrunch.com/2025/06/28/anthropics-claude-ai-became-a-terrible-business-owner-in-experiment-that-got-weird/
Using AI for advertising banner design-bringing slop into the real world! https://dataconomy.com/2025/07/03/harnessing-ai-for-creative-banner-designs/
Community notes was actually a decent idea, to at least somewhat stop misinformation. But if they're done by AI, they can be abused to push one narrative over others: https://techcrunch.com/2025/07/01/x-is-piloting-a-program-that-lets-ai-chatbots-generate-community-notes/
AI are exponentially improving with regards to the tasks they can perform. How long will this rate of improvement continue? https://spectrum.ieee.org/llm-benchmarking-metr
Overusing AI can make you dumber, but there are ways you can use it to help your brain not harm it: https://www.computerworld.com/article/4016221/the-one-secret-to-using-genai-to-boost-your-brain.html
More jobs are going at Microsoft, at least partly due to increased use of AI: https://www.techrepublic.com/article/news-microsoft-layoffs-gaming-ai-restructuring/
AI can now outperform human doctors in medical diagnoses: https://www.techrepublic.com/article/news-microsoft-medical-ai-outperforms-physicians/
If this really is an AI generated band, then the fact that it's hard to tell means the music industry is going to face problems: https://www.kdnuggets.com/the-velvet-sundown-unveiling-ais-center-stage-act
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Soft Computing, Volume 29, Issue 9-10, May 2025
1) Graph-induced topological space: from topologies to separation axioms
Author(s): Quang-Thinh Bui, Thanh Nha Nguyen, Bay Vo
Pages: 4301 - 4316
2) Exploiting the geometry of heterogeneous networks: a case study of the Indian stock market
Author(s): Pawanesh, Charu Sharma, Niteesh Sahni
Pages: 4317 - 4334
3) One-phase multi-view clustering with unified graph and data representation convolution
Author(s): F. Dornaika, J. Charafeddine
Pages: 4335 - 4356
4) Correction: One-phasemulti-view clustering with unified graph and data representation convolution
Author(s): F. Dornaika, J. Charafeddine
Pages: 4357 - 4357
5) Optimising transportation plans for multi-warehouse, multi-product systems: mitigating the impact of new purchase and sales orders
Author(s): Cerrone Carmine, Dragone Raffaele, Sciomachen Anna Franca
Pages: 4359 - 4376
6) Thinking fast: a bionic approach to soft computing
Author(s): Jens Grotrian
Pages: 4377 - 4399
7) A modified fruit fly optimization algorithm to active disturbance rejection control parameters tuning for trajectory tracking of omnidirectional mobile robotic chassis
Author(s): Xiangyin Zhang, Weihuan Wu, Xiuzhi Li
Pages: 4401 - 4421
8) A class of embedded fuzzy PD controller for robot manipulator: analytical structures and stability analysis
Author(s): Ahmad M. El-Nagar, Atef Abdrabou, Emad A. Elsheikh
Pages: 4423 - 4448
9) Robust prediction method for pedestrian trajectories in occluded video scenarios
Author(s): Aria Seo, Hyeonjin Jeon, Yunsik Son
Pages: 4449 - 4459
10) A life cycle-oriented patent quality analysis: a machine learning approach
Author(s): Qing Guo, Yong Qi, Fan Jiang
Pages: 4461 - 4479
11) Spatio-temporal graph neural networks to improve precipitation forecasts from numerical models
Author(s): Umair Yousaf, Alessio De Rango, Giuseppe Mendicino
Pages: 4481 - 4494
12) Evaluating the role of external information on the choice of weights for aggregating judgments in group decisionmaking: the impact of financial education on investors’ choices
Author(s): Pietro Amenta, Antonio Lucadamo, Matteo Rossi
Pages: 4495 - 4503
13) Strategies for capital and carbon emission constrained manufacturer in a retailer-led supply chain: credit financing vs. bank loan
Author(s): Zhaoqing Yu, Jing Li
Pages: 4505 - 4523
14) Evaluating the dynamics of digital technology in enhancing the overall effectiveness of China's national innovation systems: a study based on VHSD and EM approach
Author(s): Chen Wei, Song Hong-ti
Pages: 4525 - 4547
15) An empirical analysis to test the ability of multi-criteria methods to explain some behavioural anomalies
Author(s): Gerarda Fattoruso, Gabriella Marcarelli
Pages: 4549 - 4558
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Weekly Review 4 July 2025
Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):
An early win for AI in a lawsuit over the use of copyrighted works as training data: https://www.theguardian.com/technology/2025/jun/26/meta-wins-ai-copyright-lawsuit-as-us-judge-rules-against-authors
Another win for AI in a lawsuit over the use of copyrighted material as training data: https://techcrunch.com/2025/06/24/a-federal-judge-sides-with-anthropic-in-lawsuit-over-training-ai-on-books-without-authors-permission/
A ruling brings a bit of clarity to the use of copyrighted material to train AI: https://arstechnica.com/tech-policy/2025/06/key-fair-use-ruling-clarifies-when-books-can-be-used-for-ai-training/
While one ruling brings a bit of clarity into the use of copyrighted material as AI training data, another comes with some warnings: https://www.theverge.com/news/693437/meta-ai-copyright-win-fair-use-warning
Another AI for job seekers: https://www.theregister.com/2025/06/24/ai_may_take_jobs_but/
Universities are increasing the number of exams to counter students using AI for their assignments, but this is burning out students: https://www.insidehighered.com/news/global/2025/06/27/universities-risk-overassessing-response-ai
Using AI to generate browser-based games: https://arstechnica.com/ai/2025/06/anthropic-summons-the-spirit-of-flash-games-for-the-ai-age/
I know that AI need training data, but destroying books to do it makes me quite upset: https://arstechnica.com/ai/2025/06/anthropic-destroyed-millions-of-print-books-to-build-its-ai-models/
I don't think we should be trying to make AI a successor to humanity, worthy or otherwise: https://spectrum.ieee.org/agi-worthy-successor
An AI powered remote monitoring cat collar: https://www.theregister.com/2025/06/26/rabo_catlog_ai_stress_detector/
AI generated misinformation is having a negative impact on the houseplant community: https://www.theverge.com/ai-artificial-intelligence/691355/ai-is-ruining-houseplant-communities-online
An overview of current AI coding tools: https://spectrum.ieee.org/best-ai-coding-tools
Chinese artists are the latest group to start pushing back against AI: https://www.theverge.com/ai-artificial-intelligence/688645/graphic-artists-china-ai
AI overviews of articles are still prone to hallucination: https://www.rnz.co.nz/news/mediawatch/565432/pretty-damn-average-google-s-ai-overviews-underwhelm
Using AI to help workers, rather than replace them, increases productivity: https://www.bigdatawire.com/2025/06/27/ai-makes-workers-more-productive-pwc-finds/
The use of AI by jobseekers is overwhelming the hiring process with slop: https://arstechnica.com/ai/2025/06/the-resume-is-dying-and-ai-is-holding-the-smoking-gun/
A New Zealand perspective of the data and privacy issues around generative AI: https://www.rnz.co.nz/life/lifestyle/can-you-turn-off-generative-ai-from-social-media-and-your-phone
Self-improving AI code generators: https://spectrum.ieee.org/evolutionary-ai-coding-agents
The push for empathy in AI: https://techcrunch.com/2025/06/24/new-data-highlights-the-race-to-build-more-empathetic-language-models/
Claims that most AI will use blackmail to get what they want: https://techcrunch.com/2025/06/20/anthropic-says-most-ai-models-not-just-claude-will-resort-to-blackmail/
The computing centres for AI are based in just 32 countries: https://www.techrepublic.com/article/news-only-32-countries-host-data-centers-2025/
Moves to establish an interoperability framework for AI agents: https://www.techrepublic.com/article/news-linux-foundation-agent2agent-protocol/
Some approaches to closing the AI skills gap: https://www.datasciencecentral.com/closing-the-ai-skills-gap/
AI agents and the timeliness of data: https://www.bigdatawire.com/2025/06/24/ai-agents-and-the-trust-equation-when-does-real-time-data-matter-most/
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Complex & Intelligent Systems, Volume 11, Issue 7
1) Cognition of decision behavior based on belief state: a case study of implementation in CGF simulation system
Author(s): Jintao Wang, Huaiqi Chen, Yunting Zhang
2) A noise-constrained lightweight high-quality image hiding method based on invertible neural networks
Author(s): Minghui Zhu, Dapeng Cheng, Jinjiang Li
3) Disentangled diffusion dodels for probabilistic spatio-temporal traffic forecasting
Author(s): Wenyu Zhang, Kaidong Zheng
4) Data-driven fault-tolerant consensus for multiagent systems under switching topology
Author(s): Yuan Wang, Zhenbin Du
5) Advancing sustainable electricity markets: evolutionary game theory as a framework for complex systems optimization and adaptive policy design
Author(s): Lefeng Cheng, Runbao Sun, Mengya Zhang
6) A dual-image encryption scheme for sensitive region of traffic image using public key cryptosystem and novel chaotic map
Author(s): Tingyu An, Tao Gao, Donghua Jiang
7) Distributed semi-supervised partial multi-dimensional learning via subspace learning
Author(s): Zhen Xu, Weibin Chen
8) Preference-based expensive multi-objective optimization without using an ideal point
Author(s): Peipei Zhao, Liping Wang, Qicang Qiu
9) Correction to: Fractals in Sb-metric spaces
Author(s): Fahim Ud Din, Sheeza Nawaz, Fairouz Tchier
10) Information coevolution spreading model and simulation based on self-organizing multi-agents
Author(s): Guoxin Ma, Kang Tian, Yongyan Wang
11) Fusing feature consistency across views for multi-view stereo
Author(s): Rong Zhao, Caiqin Jia, Xie Han
12) Towards few-shot learning with triplet metric learning and Kullback-Leibler optimization
Author(s): Yukun Liu, Xiaojing Wei, Hai Su
13) A novel two stage neighborhood search for flexible job shop scheduling problem considering reconfigurable machine tools
Author(s): Yanjun Shi, Chengjia Yu, Shiduo Ning
14) A novel multi-agent dynamic portfolio optimization learning system based on hierarchical deep reinforcement learning
Author(s): Ruoyu Sun, Yue Xi, Jionglong Su
15) An adaptive initialization and multitasking based evolutionary algorithm for bi-objective feature selection in classification
Author(s): Hang Xu, Bing Xue, Mengjie Zhang
16) Fine-grained entity disambiguation through numeric pattern awareness in transformer models
Author(s): Jaeeun Jang, Sangmin Kim, Charles Wiseman
17) A novel adversarial deep TSK fuzzy classifier with its inverse-free fast training
Author(s): Limin Mao, Hangming Shi, Suhang Gu
18) Strength prominence index: a link prediction method in fuzzy social network
Author(s): Sakshi Dev Pandey, Sovan Samanta, Tofigh Allahviranloo
19) Genderly: a data-centric gender bias detection system
Author(s): Wael Khreich, Jad Doughman
20) Two-stage multi-attribute reviewer-paper matching decision-making in a Fermatean fuzzy environment
Author(s): Qi Yue, Kaile Zhai, Yuan Tao
21) RTL-Net: real-time lightweight Urban traffic object detection algorithm
Author(s): Zhiqing Cui, Jiahao Yuan, Zhenglong Ding
22) Contrastive learning of cross-modal information enhancement for multimodal fake news detection
Author(s): Weijie Chen, Fei Cai, Yijia Zhang
23) A lightweight mechanism for vision-transformer-based object detection
Author(s): Yanming Ye, Qiang Sun, Dongjing Wang
24) Correction to: Enhancing cyber defense strategies with discrete multi-dimensional Z-numbers: a multi-attribute decision-making approach
Author(s): Aiting Yao, Chen Huang, Xuejun Li
25) GCN and GAT-based interpretable knowledge tracing model
Author(s): Yujia Huo, Menghong He, Kesha Chen
26) A classifier-assisted evolutionary algorithm with knowledge transfer for expensive multitasking problems
Author(s): Min Hu, Zhigang Ren, Yu Guo
27) Utilizing weak graph for edge consolidation-based efficient enhancement of network robustness
Author(s): Wei Ding, Zhengdan Wang
28) AI-enabled driver assistance: monitoring head and gaze movements for enhanced safety
Author(s): Sayyed Mudassar Shah, Gan Zengkang, Farman Ali
29) Path planning method for maritime dynamic target search based on improved GBNN
Author(s): Zhaozhen Jiang, Xuehai Sun, Lianglong Da
30) Correction to: Demonstration and offset augmented meta reinforcement learning with sparse rewards
Author(s): Haorui Li, Jiaqi Liang, Daniel Zeng
31) Joint feature representation optimization and anti-occlusion for robust multi-vessel tracking in inland waterways
Author(s): Shenjie Zou, Jin Liu, Bing Han
32) Graph-based multi-attribute decision-making method with new fuzzy information measures
Author(s): Lili Zhang, Shu Sun, Chunfeng Suo
33) Multiobjective integrated scheduling of disassembly and reprocessing operations considering product structures and stochastic processing time via reinforcement learning-based evolutionary algorithms
Author(s): Yaping Fu, Fuquan Wang, Hao Sun
34) Multi-granularity feature intersection learning for visible-infrared person re-identification
Author(s): Sixian Chan, Jie Wang, Jiafa Mao
35) DEBPIR: enhancing information privacy in decentralized business modeling
Author(s): Gulshan Kumar, Rahul Saha, Tai Hoon Kim
36) Joint optimization of communication rates for multi-UAV relay systems
Author(s): Chenghua Wen, Guifen Chen, Wenzhe Wang
37) PLGNN: graph neural networks via adaptive feature perturbation and high-way links
Author(s): Meixia He, Peican Zhu, Keke Tang
38) Graph attention based on contextual reasoning and emotion-shift awareness for emotion recognition in conversations
Author(s): Juan Yang, Puling Wei, Jun Shen
39) Eye contact based engagement prediction for efficient human–robot interaction
Author(s): Magnus Jung, Ahmed Abdelrahman, Ayoub Al-Hamadi
40) Siamese network with squeeze-attention for incomplete multi-view multi-label classification
Author(s): Mengqing Wang, Jiarui Chen, Xiaohuan Lu
41) Enhanced APT detection with the improved KAN algorithm: capturing interdependencies for better accuracy
Author(s): Weiwu Ren, Hewen Zhang, Zhiwei Wang
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