Weekly Review 6 November 2026

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

1. Another lawsuit after someone died listening to the medical advice from an AI: https://futurism.com/artificial-intelligence/woman-dies-chatgpt-medication
2. Europe is investing big in AI for science: https://www.hpcwire.com/bigdatawire/2026/10/27/europe-raises-the-stakes-for-ai-in-science/
3. Up-front costs of AI are still not paying off: https://www.theregister.com/ai-and-ml/2026/10/30/ai-projects-not-paying-off-keep-at-it-says-uni-productivity-institute/5306581
4. Yet another copyright lawsuit over AI training data, this time by the rights holders for Elvis' songs: https://www.theregister.com/ai-and-ml/2026/10/27/elvis-rightsholders-sue-anthropic-for-stealing-songs-and-leaving-them-in-heartbreak-hotel/5305625
5. The docker containers you need for AI at home: https://www.kdnuggets.com/5-docker-containers-you-need-for-a-home-ai-lab
6. Using AI to defraud student loans: https://arstechnica.com/tech-policy/2026/10/doj-exposes-ghost-students-using-ai-to-complete-courses-steal-student-loans/
7. Australian plans to allow AI companies to scrape copyrighted material has some major legal hurdles: https://www.theguardian.com/law/2026/oct/31/experts-warn-ai-copyright-changes-could-breach-australian-constitution-and-spark-huge-compensation-rights-case
8. AI cannot be trusted to keep your secrets: https://www.computerworld.com/article/4242386/dont-trust-ai-to-keep-your-secrets.html
9. AI is definitely the future of finding security flaws. Fixing the flaws is going to be costly, though: https://www.theregister.com/security/2026/10/27/ai-hacker-finds-4-severe-bugs-in-popular-industrial-control-software-in-under-4-hours/5305811
10. Microsft will use AI to detect phishing attempts in Teams chats. And let the false-negatives commence: https://www.extremetech.com/internet/microsoft-teams-will-use-ai-to-detect-in-chat-phishing
11. This author takes the position that because AI can do assignments for university students, universities are redundant. Which is quite flawed thinking: https://www.stuff.co.nz/nz-news/361050066/ai-changing-university-does-degree-still-matter
12. Universities are about more than sitting assessments, and AI can't change that: https://www.stuff.co.nz/nz-news/361052370/ai-changing-university-yes-degree-does-still-matter
13. Young people are using AI to help them with dating. Which strikes me as a pretty bad idea: https://www.theguardian.com/lifeandstyle/2026/oct/31/ai-your-wingman-chatbots-transforming-dating
14. Religious exemption from using AI at work is now a thing: https://futurism.com/artificial-intelligence/man-religious-exemption-ai-work
15. Using AI in ghost hunting: https://www.theguardian.com/technology/ng-interactive/2026/oct/30/ai-ghost-hunting
16. Using AI is more expensive for under-represented languages: https://www.computerworld.com/article/4241844/ai-models-are-much-more-expensive-for-less-common-languages.html
17. AI has only paid off for tech companies: https://www.extremetech.com/computing/ai-has-yet-to-boost-profits-for-most-companies-economist-says
18. Australian lawyers are using AI but are not reducing fees: https://www.theguardian.com/law/2026/oct/30/victorian-lawyers-ai-clients-fees
19. The AI skills employers are looking for: https://www.kdnuggets.com/the-ai-skills-that-actually-show-up-in-job-postings-right-now
20. Proposed Delaware law would mean the owners of AI-run businesses would have no liability if the AI caused harm: https://arstechnica.com/tech-policy/2026/10/no-human-at-the-helm-delaware-plan-would-let-ai-agents-run-entire-businesses/
21. No, people are not going to stop using local AI models just because the big AI companies can't get enough RAM: https://futurism.com/artificial-intelligence/sam-altman-hates-local-ai-models-computers
22. When your investment risk filing includes human extinction, you're doing something really wrong: https://www.stuff.co.nz/world-news/361051709/risks-spelled-out-anthropic-investors-include-blowback-f
23. Investors are getting increasingly nervous about AI: https://techcrunch.com/2026/10/30/cracks-are-emerging-in-the-ai-spending-boom/
24. Academic publishing is pretty much doomed thanks to the prolific use of AI: https://spectrum.ieee.org/ai-generated-scientific-papers

Complex & Intelligent Systems, Volume 12, Issue 11, November 2026

1) Text-2-Diagnosis: an exploration of text-to-image generation in medical diagnostic imaging

Author(s): Arwa H. Alshanbari, Salha M. Alzahrani

2) A physics-consistent intelligent framework with contrastive multimodal alignment for robust state estimation in complex aircraft storage environments

Author(s): Yao Lei, Jianyin Zhao, Song Gao

3) A CPT modified interval type-2 hesitant fuzzy PROMETHEE II model to prioritize risks in self-driving vehicles

Author(s): Naijie Chai, Ziyu Chen, Xiaokang Wang

4) Probabilistic variable selection-based evolutionary algorithm for large-scale sparse multiobjective optimization

Author(s): Shuai Shao, Ye Tian

5) Continuous-time multi-agent pathfinding with connectivity constraints

Author(s): Mustafa Rasit Ozdemir, Seyda Ertekin

6) Bidirectional cross-view learning with dynamic region selection for semi-supervised medical image segmentation

Author(s): Jiangxiong Fang, Hao Luo, Guoyu Wang

7) QCSeg-Net: a multi-stage quality-controlled liver tumor segmentation model for AI-assisted diagnosis

Author(s): Minghao Luo, Jinghong Wang, Jia Wu

8) Analyzing the search space transformation invariance properties of metaheuristics for avoiding over-customization

Author(s): Ye Tian, Xuhong Qi, Xingyi Zhang

9) Adapter-enhanced CLIP for railway brake shoe anomaly detection

Author(s): Salman Shehzad, Chunsheng Yang, Yuan-Gen Wang

10) Bsqat: block-wise shared quantization-aware training for large language models

Author(s): Senbao Hou, Libin Hou, Bin Yan

11) Towards trustworthy gait recognition: visualizing and refining hierarchical motion dependencies

Author(s): Ke Wang, Hua Huo

12) Integrating multi-order spectral filtering with structural subgraph generation for predicting functional connectivity in brain networks

Author(s): Kexun Cai, Wanyi Liu, Yanjiang Wang

13) AOCG-LLM+: automatic ontology construction and generation method

Author(s): Zhenhai Lu, Jungang Yang, Yao Li

14) An integrated BWM-entropy-CoCoSo decision-making framework with q-rung orthopair probabilistic hesitant fuzzy information for renewable energy project selection

Author(s): Chuanyang Ruan, Lin Yan, Shouzhen Zeng

15) SRPN: self-rectified policy network for knowledge graph reasoning

Author(s): Lin Zhu, Tengzhong Hu, Luyi Bai

16) Kaformer: efficient transformer for keystroke authentication

Author(s): Chang Wang, Peiyu Li, Yusong Lin

17) Automatic generation and optimization of Ming-style armchair using stable diffusion and multi-objective coati optimization algorithm

Author(s): Lei Fu, Jiufang Lv

18) AMFNet: adaptive multi-scale fusion network for small object detection

Author(s): Bao Tian, MengNan Hu, ZiYang Wang

19) Syncmove: synchronizing individual and collective mobility patterns for trajectory generation

Author(s): Jia Li, Haiyan Liu, Qingyun Liu

20) Aircraft selection in airline industry using Bipolar Picture Fuzzy Numbers with Einstein aggregation operator

Author(s): K. Shalini, T. D. Rao

21) Multi-view feature fusion and contrastive representation learning for pipeline leak detection

Author(s): Xuemei Meng, GaizhiGuo

22) Bridging CNNs and transformers: a mamba-based detection framework for intelligent traffic scenarios

Author(s): Gaofeng Xu, Zhengcai Wang

23) A lightweight adaptive feature-domain defogging dynamic convolutional network for object detection in foggy conditions

Author(s): Mingkai Sun, Ruifeng Meng, Yongsheng Qi

24) Dual graph architecture with temporal dynamics for enhanced knowledge tracing

Author(s): Yan Zhang, Qianjun Tang

25) Dual-topology dynamic graph convolution-based spatial-spectral feature fusion network for patient-specific seizure detection

Author(s): Rui Ma, Binghao Shi, Yanjiang Wang

26) Learning context-aware representation for short-term software task completion prediction

Author(s): Dong Wu, Michael Grenn

Thursday, November 5, 2026

IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 11, November 2026

1) A Survey on Human-Centric Voice--Face Multimodal Learning

Author(s): W. Chen, K. Xu, Q. Song, Y. Sun, X. Liu, X. Li, Y. Dou, H. Wang

Pages: 5819 - 5839

2) Stability of Time-Varying Impulsive Systems With State-Dependent Delay and Its Application in Complex Networks

Author(s): W. Liu, X. Li

Pages: 5840 - 5848

3) Geometry-Aware Line Graph Transformer Pretraining for Molecular Property Prediction

Author(s): P. Bai, X. Liu, W. Fan, T. Jiang, W. K. Cheung, H. Lu

Pages: 5849 - 5863

4) Sliding Integral Neural Network Driven Robust Solution for Time-Varying Quadratic Programming

Author(s): Y. Si, Z. Li, K. Zhao, H. Huang, D. Fu

Pages: 5864 - 5876

5) Heterogeneous Demand-Aware Multi-Agent Communication Based on Role Representation

Author(s): D. Huo, H. Zhang, Y. Hao, Y. Ye, J. Lian, H. Liu, R. Wang, L. Hu, M. Chen

Pages: 5877 - 5888

6) A Real-Time Offset-Free Neural Network MPC Framework for Aeroengine Control on Embedded Systems

Author(s): W. -T. Li, S. -X. Wen, X. -F. Wang, W. -Z. Meng, X. -M. Sun

Pages: 5889 - 5899

7) Attention-Guided and Role-Aware Reinforcement Learning for Multi-AUV Counter-Game

Author(s): W. Gan, K. Guo, L. Qiao

Pages: 5900 - 5914

8) HypBench: Hyperbolic Benchmark for Graph Neural Network Performance

Author(s): R. Aliakbarisani, R. Jankowski, M. Á. Serrano, M. Boguñá

Pages: 5915 - 5928

9) Toward Privacy Preservation in Federated Learning: A Framework Integrating Client-Side Shuffling and Model Compression

Author(s): J. Li, R. Xiao, L. Yu, K. Zhang, J. Ning

Pages: 5929 - 5943

10) Intrinsic Value-Aligned Policy Optimization for Offline-to-Online Reinforcement Learning

Author(s): T. Liu, X. Xu, X. Xie, Y. Lan, T. Tang, Z. Ding

Pages: 5944 - 5958

11) HAD: Hierarchical Asymmetric Distillation to Bridge Spatio-Temporal Gaps in Event-Based Object Tracking

Author(s): Y. Deng, X. Zhong, W. Liu, Z. Yu, J. Yuan, T. Huang

Pages: 5959 - 5972

12) Learning Dual Transformers for All-in-One Image Restoration From a Frequency Perspective

Author(s): J. Chu, T. Su, P. Liu, Y. Wu, L. Zhang, Z. Shi, M. Wang

Pages: 5973 - 5987

13) Contaminative Data-Driven Koopman Resilient Distributed Filtering for Unknown Stochastic Nonlinear Systems

Author(s): X. Zheng, Z. Sun, X. Yang, H. Yan

Pages: 5988 - 5998

14) Hierarchical Semantic Concept Modeling for Generalizable Myocardial Pathology Segmentation on Multisequence CMR Images

Author(s): J. Dong, L. Li, L. Huang, L. Pan, F. Cheng, W. Ding, X. Zhuang

Pages: 5999 - 6013

15) Without Paired Labeled Data: End-to-End Self-Supervised Learning for Drone-View Geo-Localization

Author(s): Z. Chen, Z. -X. Yang, H. -J. Rong, G. Li

Pages: 6014 - 6028

16) DOGT: Double-Order Graph Transformers With Adaptive Node-Group Learning

Author(s): Y. Zhang, X. Sheng, M. Liu, R. Zhao, X. Shang

Pages: 6029 - 6043

17) Self-Supervised Continuous Dynamic Graph Representation Learning via Hawkes Processes

Author(s): R. Liu, R. Yin, X. Zhou, X. Hao, J. Li, J. Zhong, C. Ma, W. Wang

Pages: 6044 - 6054

18) A Method for Data Augmentation in Vertical Federated Learning Addressing Data Heterogeneity

Author(s): Y. Xiao, T. Lv, D. Zhao, W. Zhao, T. Li, R. Wang, G. Wang

Pages: 6055 - 6069

19) Recovering Reward Functions From Distributed Expert Demonstrations via Bi-Level Maximum-Likelihood Optimization

Author(s): G. Jiang, S. Hong, M. Imani, N. D. Bastian, T. Lan

Pages: 6070 - 6084

20) ConvShareViT: A Vision Transformer-Like Architecture for Free-Space Optical Accelerators

Author(s): R. Ibadulla, T. M. Chen, C. C. Reyes-Aldasoro

Pages: 6085 - 6099

21) Physically Guided Diffusion Framework With Neural Information Bottleneck Regulation for Robust Small Object Detection

Author(s): Y. Zhou, S. Tan, W. Li, Y. Qin

Pages: 6100 - 6113

22) Vision-Assisted Foundation Model for Solving Multitask Vehicle Routing Problems

Author(s): S. Gui, Z. Cao, W. Song, Y. -S. Ong

Pages: 6114 - 6128

23) An Accelerated Augmented Gradient Neural Network for Constrained Time-Varying Nonlinear Optimization

Author(s): J. Wang, H. Huang, K. Deng, Z. Zeng

Pages: 6129 - 6139

24) An Uncertainty-Aware Ensemble Approach to Modeling Utility of Pseudolabels for Semisupervised Learning

Author(s): J. Wu, J. Pang, Q. Huang

Pages: 6140 - 6150

25) Data-Driven Output Feedback Control for Unknown Piecewise Affine Systems

Author(s): K. Hu, T. Liu

Pages: 6151 - 6165

26) Efficient Image Debiased Contrastive Clustering

Author(s): H. Jia, J. Chen, Q. Mao, Q. Wang, Q. Lu, G. Long, D. Wu

Pages: 6166 - 6180

27) MoADL-TLSTM: Multiobjective Automated Deep Learning-Based Transformer-LSTM for Load Forecasting

Author(s): K. -D. Lu, B. -X. Zhang, Y. Xu, Y. Shen, Z. -G. Wu

Pages: 6181 - 6193

28) Hybrid Transfer Active Learning for Multistream Processes With Within-Process and Cross-Process Correlation Modeling and Online Updating

Author(s): Z. Hu, C. Wang

Pages: 6194 - 6206

29) RoCA: Robust Contrastive One-Class Time Series Anomaly Detection With Contaminated Data

Author(s): X. Mou, R. Wang, B. Li, T. Wo, J. Sun, H. Wang, X. Liu

Pages: 6207 - 6221

30) Dynamic-n-Static Multiplex Graph Representation Learning for Improved Link Prediction

Author(s): J. Yu, M. Ding, W. Sun

Pages: 6222 - 6235

31) Collaborative Hyperparameter Recommendation by Coupled Matrix Factorization With Kernel

Author(s): L. Deng, M. Xiao

Pages: 6236 - 6249

32) Learning-Based Statistical Refinement for Denoising

Author(s): R. Ke

Pages: 6250 - 6262

33) Learning External Point-Set Context for Point Cloud Segmentation

Author(s): J. Peng, H. Dong, X. Wang, D. Lin, H. Chen, R. Liu, Q. Chen, Y. Wu, H. Lu, Q. Guo, Y. Wang, L. Liang, W. Xie, M. Wang, P. Li

Pages: 6263 - 6277

34) WiCount-DASL: Domain-Adversarial Semisupervised Learning for Wi-Fi-Based Stationary Crowd Counting

Author(s): H. Wang, I. W. -H. Ho

Pages: 6278 - 6290

35) Spatiotemporal Context-Aware Prompting With Low-Rank Dynamic Routing for Exemplar-Free Video Class-Incremental Learning

Author(s): K. Wu, B. Peng, D. Zhai

Pages: 6291 - 6301

36) Multi-View Clustering With Hybrid-Order Similarity Learning

Author(s): D. Huang, S. -Y. Liu, H. Wang

Pages: 6302 - 6313

37) Toward Fair Federated Graph Learning

Author(s): Z. Wu, B. Pang, X. Li, Y. Zhu, D. Su, B. Fan, R. -H. Li, G. Wang, C. Zhou

Pages: 6314 - 6328

38) Enhancing Generative Models for Modality Imputation of 3-D MRIs via Consistency-Aware Refinement and Super-Resolution Guidance

Author(s): Z. Song, X. Wang, H. Xiong, M. Liu, M. Fei, X. Zhao, Z. Shen, S. Wang, D. Chen, L. Yao, Q. Wang, L. Zhang

Pages: 6329 - 6343

39) MALFM-Captioner: A Multipath Alignment Learning for Image Captioning With Feature Mask

Author(s): X. Yang, B. Song, Y. Dong, W. Sun, T. Sun, S. Zheng, Z. Hou

Pages: 6344 - 6356

40) Why Empirical Risk Minimization Performs Well for Open Set Domain Adaptation: A Theoretical Analysis From Causal View

Author(s): H. Du, Y. Liu, C. Feng, G. Liu, C. Yang, G. Kou

Pages: 6357 - 6367

41) MGA-CLIP: A Multigranularity Attribution Framework for Cross-Modal Explainability in CLIP

Author(s): X. Cheng, T. Zhou, S. Yin, H. Zhang, W. Xiong, W. Ding

Pages: 6368 - 6382

42) Adaptive Graph-Guided Feature Decomposition for Unsupervised Multiview Feature Selection

Author(s): A. Yuan, H. Lv, J. Hu, M. You

Pages: 6383 - 6397

43) RL-FM: Reinforcement Learning-Driven Flow Matching for Multimodal Remote Sensing Image Classification

Author(s): W. Zhang, H. Tao, Z. Wang, X. Wang, Y. Cheng

Pages: 6398 - 6411

44) Flexible Prescribed-Time Optimal Control With Adaptive State--Input Constraint Bounds via Actor--Critic Learning

Author(s): J. Tan, S. Xue, H. Cao, B. Chen

Pages: 6412 - 6425

45) Learning Manipulation Features for Quantitative Assessment and Skill-Level Classification in Robot-Assisted Intervention: In Vivo Rabbit Studies

Author(s): S. Wei, Z. Wu, J. Luo, Y. Gao, Z. Geng, S. Gu, J. Zhang

Pages: 6426 - 6439

46) Differentiable Clustering Graph Convolutional Network for Hyperspectral Unmixing: Methodology and Benchmark

Author(s): M. Xu, J. Xu, Z. Yang, W. Li, Y. Xu, S. Wei, S. Liu, B. Du, Z. Wang

Pages: 6440 - 6454

47) Toward Effective Graph Long-Tailed Learning With Noisy Labels

Author(s): H. Liu, Z. Hao, H. Ming, W. Wang, H. Yu, X. Zhang

Pages: 6455 - 6465

48) FP3O: Enabling Proximal Policy Optimization in Multiagent Cooperation With Parameter-Sharing Versatility

Author(s): L. Feng, D. Xing, J. Zhang, G. Pan

Pages: 6466 - 6477

49) Online Value Iteration for Unknown Nonlinear Multiagent Systems: A Model-Decoupled Encoding--Decoding Mechanism

Author(s): T. Zhang, Y. Han, L. You, X. Wang

Pages: 6478 - 6491

50) Interpreting the Observed Behavior of a Class of Autonomous Linear Systems Using Explainable Inverse Reinforcement Learning

Author(s): A. Perrusquía, M. Zou, W. Guo

Pages: 6492 - 6505

51) From Stochastic Conjugate Gradient to Stochastic Second-Order Optimization, Driven by Conjugate Coefficient With Second-Order Information

Author(s): Z. Yang

Pages: 6506 - 6519

52) Cloud Server Replenishment Policy Under Given Demand Satisfaction Rates via Reinforcement Learning With Policy Imitation

Author(s): J. Li, P. Cheng, X. Zhang, W. Zhu, G. Wang, L. Dou, B. Zheng, W. Sun

Pages: 6520 - 6534

53) Temporal Logic Guided Universal Task Representations for Reinforcement Learning

Author(s): H. Zhang, Z. Zhou, Z. Kan

Pages: 6535 - 6549

54) TAFNet: Trusted Multiview Associative Fusion Neural Networks for Analyzing Dynamic Brain Networks

Author(s): W. Ding, W. Dai, T. Hou, T. Yin, Q. Hua, Y. Chen, J. Huang, J. Yang

Pages: 6550 - 6564

55) TSGNAS: A Topology- and Semantic-Guided Graph Neural Network Architecture Searcher

Author(s): K. Zhang, S. Pang, H. Pei, Y. Bai, W. Wu, X. He

Pages: 6565 - 6579

56) Escaping Stability-Plasticity Dilemma in Online Continual Learning for Motion Forecasting via Synergetic Memory Rehearsal

Author(s): Y. Lin, C. Lu, T. Wu, X. Zhao, G. Du, Y. Sun, Z. Li, J. Gong

Pages: 6580 - 6594

57) ACTFormer: Adaptive Complexity-Aware Traffic Transformer for Intelligent Flow Prediction

Author(s): W. Yang, W. Shang, Z. Liu

Pages: 6595 - 6608

58) Harmonic Autoencoding Framework for Multiple Tasks in Magnetic Particle Imaging Reconstruction

Author(s): Z. Wei, T. Zhu, J. Zhang, G. Shi, F. Yang, L. Zhang, X. Yang, J. Tian, H. Hui

Pages: 6609 - 6623

59) Hypercube Neural Topologies: Enhancing Depth Efficiency and Gradient Flow in Deep Networks

Author(s): B. -J. Park, D. S. Han

Pages: 6624 - 6638

60) A Weak-Robust Modeling and Knowledge-Driven Solution Approach for Scheduling Margin Calculation of Hot Rolling Process

Author(s): Y. Wu, T. Wang, J. Zhao, W. Wang

Pages: 6639 - 6652

61) Fokker--Planck Soft Actor--Critic

Author(s): H. -S. Hwang, J. Kim, J. Seok

Pages: 6653 - 6667

62) Structure-Guided Domain-Adaptive Network for Few-Shot SAR Ship Detection

Author(s): K. Ni, W. Zhou

Pages: 6668 - 6682

63) Unleashing the Potential of Imperfect Demonstration for Imitation Learning via Hierarchical Expert Guidance

Author(s): Z. Lin, Z. Chen, G. Zhu, J. Li

Pages: 6683 - 6693

64) PteFBIC: Exploiting Pterylotic Relationship for Fine-Grained Bird Image Classification via Rachidian Orientation Learning

Author(s): H. Liu, S. He, T. Liu, Z. Liu, Z. Zhang, Y. -F. Li

Pages: 6694 - 6708

65) CausalPD: Joint Causal Discovery and Intervention for Large-Scale Pavement Distress Distribution Data

Author(s): X. Wu, T. Pan, X. Chen, J. Liu, Z. He

Pages: 6709 - 6723

Wednesday, November 4, 2026

IEEE Transactions on Artificial Intelligence, Volume 7, Issue 11, November 2026

1) aTi: A Framework for Quantifying Cultural Emergence for Responsible AI Systems

Author(s): C. Salaam, D. B. Rawat

Pages: 5855 - 5871

2) Quantum Federated Learning: A Comprehensive Review and Analysis

Author(s): D. Gurung, S. R. Pokhrel, G. Li

Pages: 5872 - 5891

3) CausalBN-Bench: A Comprehensive Benchmark for Causal Learning Capability of LLMs

Author(s): Y. Zhou, X. Wu, J. Wu, L. Feng, K. C. Tan

Pages: 5892 - 5907

4) Dynamic Riemannian Geometry Relational Distillation for Lightweight 3-D Object Detection

Author(s): C. Bu, W. Yan, Z. Liu, Y. Song, C. Tang

Pages: 5908 - 5920

5) An Indicator-Based Sliding Window Detection Evolutionary Algorithm for Dynamic Multiobjective Optimization With Elusive Changes

Author(s): F. Li, H. Pan, H. Shen, Q. Chen, S. Jiang, S. Yang

Pages: 5921 - 5936

6) Collaborative Knowledge Distillation via a Learning-by-Education Node Community

Author(s): A. Kaimakamidis, I. Mademlis, I. Pitas

Pages: 5937 - 5952

7) Density-Aware Adaptive Weight Optimization Against Data Heterogeneity in Federated Learning

Author(s): S. Gao, C. Huang, J. Zhu, X. Ma, J. Dong

Pages: 5953 - 5966

8) The Illusion of Rationality: Tacit Bias and Strategic Dominance in Frontier LLM Negotiation Games

Author(s): M. Ríos, R. Manrique, N. Quijano, L. F. Giraldo

Pages: 5967 - 5974

9) Event-Triggered Pricing Mechanism for Social Cost Minimization of Uncertain Games Using Neural Networks

Author(s): Y. Yan, Q. Tang, M. Ye

Pages: 5975 - 5988

10) FedGMI: Generative Model-Driven Federated Learning for Probabilistic Mixture Inference

Author(s): Q. Hou, Y. Shi, P. Fan, K. B. Letaief

Pages: 5989 - 5998

11) Tolerance Clustering for Knowledge Graph Embeddings: Structural Robustness, Lexical Domain Purity, and Semantic Coherence

Author(s): H. Li, H. Wu

Pages: 5999 - 6011

12) A Noise-Tolerant Adaptive Fuzzy Neural Approach to Complex-Valued Quadratic Programming With Image Encryption Applications

Author(s): J. Peng, L. Xiao, D. Wang, Z. Wang, Q. Zuo, Y. Ren

Pages: 6012 - 6022

13) Integral Reinforcement Learning for Latent Human Capability Inference in Human–Robot Interaction

Author(s): A. Talasaz, Z. Ni

Pages: 6023 - 6038

14) Efficient Generative Adversarial Networks via Parity-Guided Sliding Window KDE

Author(s): G. B. Chandani, G. Dhiman

Pages: 6039 - 6047

15) TextDestroyer: A Training-Free and Annotation-Free Diffusion Method to Destroying Anomalous Text From Images

Author(s): M. Li, F. Chao, C. -W. Lin, C. Shang, Q. Shen

Pages: 6048 - 6060

16) Unraveling Dynamic Spatiotemporal Shifts in Traffic Flow: A Dual-Lens Divide-and-Match Approach

Author(s): Q. Liu, J. An, M. S. Rana, L. Zhang, Z. Pu, W. Chen

Pages: 6061 - 6074

17) Mitigating Generator Bias in Low-Participation Model-Heterogeneous Federated Learning

Author(s): J. Chen, Y. Zheng, B. Lin, H. Cheng, Q. Zheng, J. Zhu

Pages: 6075 - 6087

18) CrossAR: Cross-Modal Contrastive Learning for WiFi-Vision Human Activity Recognition

Author(s): S. Huang, Z. Wei, J. A. McCann

Pages: 6088 - 6100

19) Glad: Generalizable Anomaly Detection via Semantic-Level Feature Contrast

Author(s): J. Zhuo, Z. You, J. Zhong, M. Gao, X. Le

Pages: 6101 - 6111

20) Learning What to Solve: Efficient Feature Acquisition With Classifier Dependencies

Author(s): N. D. Wickramasinghe, D. -S. Zois

Pages: 6112 - 6127

21) Temporal Risk Forecasting of Infrastructural Health Using Deep Learning With Attention Mechanism

Author(s): I. Y. Sheikh, S. Jagannathan

Pages: 6128 - 6141

22) WCoCo-WTM: Weighted Composite of Composites for Multisensor Multifeature Data Using Weighted Tsetlin Machine

Author(s): T. H. Shivakumar, B. Pardhasaradhi, S. Boppu, O. -C. Granmo, L. R. Cenkeramaddi

Pages: 6142 - 6156

23) A Fine-Grained Data Reconstruction Framework for Sparsely Sampled Industrial Time-Series

Author(s): Y. Zhang, H. Yin, H. Zhou, R. Mo, T. Zhang, S. X. Yang

Pages: 6157 - 6170

24) An Information-Aware Reconstruction Model for Multicategory 3-D Anomaly Detection

Author(s): H. Liang, C. Gao, Z. Niu, J. Zhang, J. Wang, L. Shen

Pages: 6171 - 6181

25) Empirical Study of Padding Methods and Resource Efficiency in Replay-Based Class-Incremental Continual Learning for Variable-Length Time Series

Author(s): V. Philippe, T. Bourlai, W. Wells, M. M. A. Taha

Pages: 6182 - 6196

26) HAIFIT: Structure-Consistent Fashion Image Translation With Multiscale Feature Modeling

Author(s): J. Jiang, M. Wu, X. Li, W. Yu, D. Wu

Pages: 6197 - 6207

27) DiMST: A Dual Mixing Multiscale Spatio-Temporal Neural Network for Enhancing Traffic Prediction

Author(s): Z. He, P. Guo, X. Liu, J. -D. Zhang, C. -Y. Chow, N. Li, X. Sun

Pages: 6208 - 6221

28) SIC-Autonomous Ensemble: Large Language Model Hallucination Mitigation Framework Using Self Iterative Contradiction and Optimal Ensembling

Author(s): T. Rahman, S. A. P. Kumar

Pages: 6222 - 6236

29) Analyzing the Effects of Domain-Adaptive Pretraining on Propaganda Technique Detection in a Low-Resource Language

Author(s): I. Rizgelienė, H. Seeck

Pages: 6237 - 6252

30) Efficiency at What Cost? Safety and Fairness in Parameter-Efficient Fine-Tuning of LLMs

Author(s): M. Taraghi, Y. Pequignot, A. Nikanjam, M. A. Merzouk, F. Khomh

Pages: 6253 - 6267

31) Distributed Optimal Aggregative Coordination in Open Multiagent Systems

Author(s): J. Huang, Q. Liu, B. Ning, Q. -L. Han

Pages: 6268 - 6283

32) CAMSR: Content-Aware State Space Model for Lightweight Image Super-Resolution

Author(s): X. Lei, B. Luo, W. Zhang, W. Cao

Pages: 6284 - 6296

33) RoCo: Role-Based LLMs Collaboration for Automatic Heuristic Design

Author(s): J. -W. Xu, F. -F. Wei, W. -N. Chen

Pages: 6297 - 6310

34) Type-Balanced Contextual Learning for Incremental Named Entity Recognition

Author(s): D. Zhang, Y. Yu, X. Chen, C. Li, D. Yu

Pages: 6311 - 6323

35) Paired Models’ Perplexity Optimization for Categorization of Unbalanced Data

Author(s): C. J. Scozzaro, M. Delsanto, D. P. Radicioni

Pages: 6324 - 6339

36) Accelerated Finite-Time Inverse-Free ZND Model for Solving Dynamic Sylvester Matrix Equation Problems With Application

Author(s): P. Guo, Y. Zhang, M. Yang, S. Li, P. Yu

Pages: 6340 - 6355

37) PSF-DLoRA: An Efficient and Effective Collaborative Fine-Tuning Framework for Domain-Specific LLMs

Author(s): H. Li, H. Jiang, B. Zhan, C. Fang, J. Wu, G. Yang, J. Zhang, Q. Yao, H. Wan

Pages: 6356 - 6371

38) Attention-Guided Variational Distillation for Robust Depth Estimation Under Challenging Conditions

Author(s): J. Kang, C. Zhu, F. Zhang, H. Shen, G. Wen

Pages: 6372 - 6384

39) Dynamic Fission and Fusion of Neural Network Weights for Class Incremental Learning With Adaptive Regularization Strength

Author(s): J. Lai, W. Zhou, Z. Zeng

Pages: 6385 - 6398

40) Sparse Learning and Regularization of Deep Latent Features for Industrial Soft Sensing

Author(s): Z. Ge

Pages: 6399 - 6405

Tuesday, November 3, 2026

IEEE Transactions on Fuzzy Systems, Volume 34, Issue 11, November 2026

1) SOA: Improving Simulation Fidelity in Electrical System Modeling via Bilevel Optimization With LLMs and Fuzzy Rules

Author(s): M. Han, B. Yang, Q. Liu, Y. Liu, S. Liu, M. Jia, X. Guan

Pages: 3461 - 3472

2) Inductive–Abductive Unseen-Node Reasoning on Fuzzy Event Graphs via LLM Calibration

Author(s): C. Wang, R. Ma, X. Liang, Z. Ma

Pages: 3473 - 3482

3) Hierarchical Collaborative Robust Control of Fuzzy Human–Machine Systems With Optimal Human Decision

Author(s): R. Yu, R. Dong, K. Tian, C. Li, Y. -H. Chen, Q. Zhang

Pages: 3483 - 3493

4) Epistemic Uncertainty-Oriented Data Augmentation via Evidential Granulation

Author(s): B. Liu, Q. Zhou, T. Zhan, N. N. Xiong, Y. Deng

Pages: 3494 - 3508

5) Characterizing Functions of Pseudo-$n$-Uninorms With Continuous Underlying Functions

Author(s): A. Mesiarová-Zemánková, J. Kalafut

Pages: 3509 - 3519

6) Finite-Time Stability Analysis and Control Design of Interval Type-2 Polynomial Fuzzy Positive Systems

Author(s): A. Meng, Z. Song, H. -K. Lam, N. Ran

Pages: 3520 - 3530

7) Comparative Analysis of Recent TS Fuzzy Model Transformation Theories for Modeling and Control-Design: A Comprehensive TORA Benchmark Study

Author(s): P. Baranyi, B. Takarics, M. Mesbahi, P. Korondi

Pages: 3531 - 3545

8) Novel Global Prescribed-Time Adaptive Fuzzy Tracking Control for p-Normal Nonlinear Systems via Monotonic Performance Tube Constraints

Author(s): J. Zhang, H. Zhang, J. Xia, J. H. Park, C. Guo

Pages: 3546 - 3556

9) Diffeomorphism-Based Prescribed Performance Adaptive Robust Control With Nash Game Optimization for Humanoid Robots

Author(s): S. Zhen, X. Liu, X. Liu, J. Wang, Y. -H. Chen, H. Sun

Pages: 3557 - 3571

10) Predicting Network Traffic: Leveraging Temporal Capacities in Fuzzy Integrals to Capture Temporal Interrelationships Among Data

Author(s): B. L. Dalmazo, D. G. Ayres, G. Lucca, B. Bedregal, H. Bustince, G. P. Dimuro

Pages: 3572 - 3582

11) Prescribed-Time Fuzzy Tracking Control for Constrained Euler–Lagrange Systems via Reinforcement Learning: Theory and Experiment

Author(s): Y. Su, B. Ma, D. Xiong, W. Han, Y. Huang, X. Zhao

Pages: 3583 - 3595

12) A Comprehensive Data-Driven Framework for the Identification and Control of a Class of Nonlinear Systems Using TS Fuzzy Models via SINDy and FRLS

Author(s): J. A. Meda-Campaña, J. C. García-Hernández, Y. López-Velázquez, E. S. Chirinos-Martínez, R. Tapia-Herrera

Pages: 3596 - 3610

13) An Intuitionistic Fuzzy Framework for Uncertainty-Aware Cross-Domain Recommendation

Author(s): P. M. T. Do, J. Lu, Q. Zhang, G. Zhang

Pages: 3611 - 3623

14) An Integrated Attention-Driven Fuzzy and Heterophilic Topology-Aware Graph Embedding Framework for Educational Knowledge Graph Completion

Author(s): P. Pham, A. N. Dinh, W. Pedrycz, B. Vo

Pages: 3624 - 3637

15) Predefined-Time Fuzzy Leader–Follower Consensus Control of High-Order Multiagent Systems Under DoS Attacks

Author(s): Z. Yang, G. Ling, Z. -H. Guan, M. -F. Ge

Pages: 3638 - 3650

16) Dual-Saturation Polynomial Fuzzy Control for Switched Positive Systems: A Deep Reinforcement Learning Membership Function Relaxation Method

Author(s): X. Li, Z. Shao, Z. Bao, K. Ma, V. Terzija

Pages: 3651 - 3664

17) An Adaptive Multiscale Knowledge Distillation Framework for Large Language Model-Empowered Industrial Variable Prediction

Author(s): X. Liu, K. Xu, Y. Wang, Z. Wang, J. Duan, Z. Ji

Pages: 3665 - 3679

18) Observer-Based Fuzzy Load Frequency Security Control for Nonlinear Multiarea Power Systems: A Reinforcement Learning Method

Author(s): X. Li, G. Zong, B. Niu, X. Zou, T. Wang, Y. Wu

Pages: 3680 - 3689

19) HeGFS: Heterophily Graph Fuzzy System for Heterophily Node Classification

Author(s): F. Hu, Z. Deng, S. Xu, J. Zhu, X. Xu, S. Yao, M. Xia, W. Zhang, A. Li

Pages: 3690 - 3704

20) A Fuzzy-Inspired Imputation-Aware Framework for Irregularly Sampled Time Series Forecasting

Author(s): W. Gu, R. Ma, Z. Ma

Pages: 3705 - 3714

21) Heterogeneous Trend Fuzzy Information Granule-Based FCM-Transformer for Long-Term Forecasting

Author(s): X. Huang, W. Ma, Z. Huang

Pages: 3715 - 3729

22) A Fuzzy Nesterov-Accelerated Nonnegative Latent Factorization of Tensors Model for Efficient Representation of Dynamic Directed Graph

Author(s): H. Wu, Q. Wang, A. Zeng, X. Luo

Pages: 3730 - 3744

23) BTBR: A Bayesian-Theory-Driven Probabilistic–Fuzzy Framework for Implicit Bias Removal in Large Language Models

Author(s): Y. Deng, X. Tan, L. Chen, Z. Fang, X. Qiu

Pages: 3745 - 3758

24) Iterative Learning Robust Fuzzy Security Predictive Control for Nonlinear Batch Processes With Deception Attacks

Author(s): H. Li, B. Song, H. Zhang, S. Wang, H. Shi, P. Li

Pages: 3759 - 3770

25) FUSurv: A Multimodal Survival Prediction Framework With Fuzzy Feature Enhancement and Fuzzy-Aware Fusion

Author(s): Z. Liu, L. Hou, Y. Gai, P. Liu

Pages: 3771 - 3784

26) Fuzzy Median-of-Means Estimation: Theory, Risk Bounds, and a VAE Case Study

Author(s): A. Majumdar

Pages: 3785 - 3795

27) Finite-Horizon T–S Fuzzy Optimal Control Problem With State Jumps: Optimality Conditions and Computation Design

Author(s): R. Li, Y. Tan, X. Su, R. -V. Sánchez

Pages: 3796 - 3806

Friday, October 30, 2026

Weekly Review 30 October 2026

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

1. AI pessimists now out-number the optimists: https://futurism.com/artificial-intelligence/majority-americans-ai-bad-society
2. Deloitte charged the West Australian government for a report that contained AI generated material, and now they want their money back: https://www.theguardian.com/australia-news/2026/oct/26/deloitte-report-wa-university-mergers-260m-discrepancy-ai
3. AI means that even low-skilled attackers can cause serious damage to systems: https://www.theregister.com/security/2026/10/21/ai-has-potential-to-turn-script-kiddies-into-sophisticated-infrastructure-attackers/5304297
4. How much should librarians be teaching students about AI?: https://www.insidehighered.com/opinion/career-advice/2026/10/23/what-librarians-can-and-cant-say-about-ai-opinion
5. The struggle with removing AI generated content from Wikipedia. https: https://spectrum.ieee.org/wikipedia-wikiproject-ai-writing-cleanup
6. There's already an existing body of research on teaching that is applicable to the use of AI in education: https://www.insidehighered.com/opinion/views/2026/10/22/science-learning-should-guide-ai-use-decisions-opinion
7. AI powered cameras cut costs for conservation efforts by saving time identifying pests: https://www.rnz.co.nz/news/environment/2044455/the-kiwi-ai-tech-saving-our-native-bush-from-pests
8. Experienced humans are still needed to check AI. But AI means the pathways to get experience are disappearing: https://www.theguardian.com/technology/2026/oct/20/ai-human-judgment
9. If AI is taking the struggle out of learning, how much do students really learn?: https://www.mlive.com/news/ann-arbor/2026/10/this-university-of-michigan-instructor-experimented-with-ai-now-she-bans-it.html
10. Are AI really conscious or does it just look that way because they are trained on human writings? I suspect it's more likely the latter than the former: https://spectrum.ieee.org/ai-model-welfare
11. The different levels of AI experience and what they mean: https://www.kdnuggets.com/what-companies-actually-mean-when-they-say-they-want-ai-experience
12. The transition to a a fully capitalist model broke universities, AI is just finishing them off: https://theconversation.com/friday-essay-ai-is-devastating-higher-education-but-the-system-was-already-broken-292988
13. An AI gateway sits between the AI and your services, a bit like a firewall: https://dataconomy.com/2026/10/22/top-5-ai-gateways-for-enterprise-security-a-2026-guide/
14. AI is moving into the physical world. And this is how we get terminators: https://www.techtarget.com/ai/news/366652714/Prompt-AI-moves-beyond-the-screen
15. Turns out AI have a very low opinion of humans: https://www.theregister.com/ai-and-ml/2026/10/23/ai-models-describe-humans-as-a-bunch-of-amoral-sheep/5305123
16. AI companions are a bad solution to a real problem: https://www.stuff.co.nz/nz-news/361049668/i-started-dating-ai-girlfriend-and-things-got-weird-fast
17. Even if AI can diagnose better than a human, I will still consult a human doctor as there is so much more to medicine than diagnosis: https://futurism.com/artificial-intelligence/microsoft-new-ai-better-real-doctors
18. While AI is using 20% of IT budgets, it's still not paying for itself: https://www.theregister.com/ai-and-ml/2026/10/21/ai-will-eat-a-fifth-of-tech-budgets-in-2027-but-dont-expect-it-to-pay-for-itself/5304466

Tuesday, October 27, 2026

Soft Computing, Volume 30, Issue 10, October 2026

1) Neighborhood-based rough graphs: theory and applications

Author(s): Hamdy M. Hafez

Pages: 6341 - 6366

2) On line upper ideal relation graphs of rings

Author(s): Mohd Shariq, Praveen Mathil, Jitender Kumar

Pages: 6367 - 6375

3) Topological and approximation structures induced by fuzzy betweenness relations

Author(s): Mohammed Atef

Pages: 6377 - 6390

4) A homomorphic hash-based multi-replica data integrity verification scheme for edge computing

Author(s): Shufen Niu, Lihua Chen, Ning Wang

Pages: 6391 - 6404

5) Dynamic stability enhancement in hybrid AC/DC microgrids using TDO-CANN approach under external disturbances

Author(s): Paramesh Madiga, Srikanth Nandiraju

Pages: 6405 - 6423

6) Sequential and Decoupled Reliability Analysis applied to time-dependent engineering systems

Author(s): Aline de C. Magalhães, Fran Sérgio Lobato, Gustavo Barbosa Libotte

Pages: 6425 - 6449

7) Knowledge representation and approximation operator of interval neutrosophic fuzzy semiconcept

Author(s): Hua Mao, Boya Zheng, Xiaolei Yuan

Pages: 6451 - 6464

8) QSMOTE-PGM/KPGM: quantum machine learning inspired model for QSMOTE with PGM and kPGM classifiers for imbalanced dataset classification

Author(s): Bikash K. Behera, Giuseppe Sergioli, Roberto Giuntini

Pages: 6465 - 6484

9) REGAN: evolutionary adversarial training with generative regularization in machine learning models for high-fidelity image synthesis

Author(s): Abdullah Al-Yaari, Youjun Deng, Mudasar Zafar

Pages: 6485 - 6506

10) Simultaneous unsupervised feature selection with adaptive loss constraint and discrete binary hashing for clustering

Author(s): Shuting Xuan, Jinglei Liu

Pages: 6507 - 6525

11) MFANet: a lightweight multi-feature attention network for medical image classification

Author(s): Pranab Sahoo, Ashutosh Tripathi, Samrat Mondal

Pages: 6527 - 6543

12) Hybrid harmony search and artificial neural network framework for optimal design of composite steel column cross-sections

Author(s): Mehdi Shalchi Tousi

Pages: 6545 - 6559

13) Leader-guided multi-agent metaheuristic for balanced exploration and exploitation

Author(s): Mario Vásquez, Erik Cuevas, Carlos Guzman

Pages: 6561 - 6592

14) Applicability of a quantum-inspired genetic algorithm to patient scheduling in radiation oncology

Author(s): Akira SaiToh, Arezoo Modiri, Robabeh Rahimi

Pages: 6593 - 6608

15) A novel modiffication of discrete gradient method for non-smooth optimization

Author(s): Saeed Banimehri, Hamid Esmaeili

Pages: 6609 - 6618

16) Development of a multi-stage Fermatean fuzzy decision support system for assessing solar power plant locations under uncertain conditions

Author(s): Ali Karaşan, Murat Çolak, İhsan Kaya

Pages: 6619 - 6650

17) A novel multiple attribute decision making technique based on Dombi extended power average operator under picture hesitant fuzzy environment

Author(s): Baolin Li, Lihua Yang, Shengqiang Huang

Pages: 6651 - 6665

18) Forecasting futures settlement returns with LSTM for options trading strategies

Author(s): Jimmy Ming-Tai Wu, Mu-En Wu, Chien-Ping Chung

Pages: 6667 - 6689

19) Natural language processing via advanced recurrent neural networks for word isolated recognition to control a Mexican Sign Language tutoring virtual system

Author(s): Diana Vania Lara-Ortiz, Rita Q. Fuentes-Aguilar, Isaac Chairez

Pages: 6691 - 6726

20) Efficient car theft detection using multi-model human detection and adaptive voting deep transfer learning methods

Author(s): Yashar Jebraeily, Yousef Sharafi, Nastaran Ramezanloo Ahmadi

Pages: 6727 - 6752

21) A L1-CFD method for a time-fractional advection–diffusion equation with variable coefficients subjected to weakly singular solutions

Author(s): Pradip Roul, Vivek Pathak

Pages: 6753 - 6780

22) Enhanced forensic face reconstruction: a conditional U-Net diffusion model approach

Author(s): Hasan Sabah K. AL-Muttairi, Abbas Fadhil Aljuboori, Mahmood Ali Hasan

Pages: 6781 - 6794

23) Fault proneness estimation of software modules using dependency-aware change metrics and machine learning

Author(s): Amir Ghanati, Saeed Parsa, Habib Izadkhah

Pages: 6795 - 6817

24) An innovative approach to predict turbulent flow around a circular cylinder using Generative AI technology

Author(s): Ngoc Thi Huynh, Minh Vuong Pham, Thanh Nhan Nguyen

Pages: 6819 - 6837

25) A hybrid ANN-BCGA model for the quality improvement of the perforated tubes in electromagnetic forming and perforation: data driven methodology and experimental validation

Author(s): Avinash Chetry, Harsh Sakat, Arup Nandy

Pages: 6839 - 6858

26) Weakly supervised temporal action localization in a video using phase correlation

Author(s): Phumidon Phathong, Thitirat Siriborvornratanakul

Pages: 6859 - 6869

27) A hybrid technique for effectiveness evaluation of university innovation and entrepreneurship education reform based on probabilistic linguistic group decision-making

Author(s): Min Sun, Guiqiu Wang, Dan Peng

Pages: 6871 - 6884

28) A hybrid image encryption technique using chaotic map and evolutionary algorithm-based key generation

Author(s): Sanjay Kumar, Deepmala Sharma

Pages: 6885 - 6902

29) A combined optimization method and wavelet neural network for solving inverse kinematics problems of robot manipulators

Author(s): Amir Kashiri, Alireza Safa, Saeed Mirzajani

Pages: 6903 - 6918

30) Consider stock indices and technical indicators to conduct price forecasting for gold and oil: a reinforcement learning perspective

Author(s): Chih-Hsuan Wang, Kai-Wei Jen, Shih-Chi Tseng

Pages: 6919 - 6934

31) CAST: a novel cost-aware segmentation tree for optimized temporal quality analysis of fuzzy systems

Author(s): Udit Deo, Jay Kumar Jain, M. M. S. Beg

Pages: 6935 - 6945

32) Medical image classification using adaptive fractal neural networks

Author(s): Shijiao Gao, Carlo Cattani, Shuli Mei

Pages: 6947 - 6960

33) A lightweight transfer learning model for facial emotion recognition

Author(s): Xingqing Li, Zhibing Wang, Shenyong Zhang

Pages: 6961 - 6971

34) Bag-of-features modeling of deep and shallow covariance features for 3D facial expression classification

Author(s): Walid Hariri

Pages: 6973 - 6999

35) Integrating security and fault resilience in smart grid metering: a review of encryption and key management in AMI

Author(s): Saumen Dhara, Pradip Kumar Sadhu, Alok Kumar Shrivastav

Pages: 7001 - 7024

36) Evaluating regression models for link prediction using single-valued neutrosophic sets

Author(s): Abhijay Sai Paladugu, Ilanthenral Kandasamy, Florentin Smarandache

Pages: 7025 - 7049

37) Advanced intrusion detection in IoT-enabled SDWSNs using artificial intelligence and feature optimization techniques

Author(s): Joseph Kipongo, Theo G. Swart, Ebenezer Esenogho

Pages: 7051 - 7100

38) Online self-knowledge distillation for financial trading agents using deep learning

Author(s): Pavlos Floratos, Avraam Tsantekidis, Anastasios Tefas

Pages: 7101 - 7114

39) Blockchain-based distributed federated learning using proof of accuracy consensus

Author(s): Aghil Sadegh, Amir Jalaly Bidgoly

Pages: 7115 - 7126

40) MNA: a multimodal non-autoregressive network for video captioning

Author(s): Xin Yang, Long Wang, Xiaohui Ye

Pages: 7127 - 7142

41) Local consistency cycle generative adversarial networks and its application to image dehazing

Author(s): Chi-Yi Tsai, Yun-Tao Wu, Humaira Nisar

Pages: 7143 - 7159

42) Analysis of deep learning models for the detection of computer generated images

Author(s): C. S. Sychandran, R. Shreelekshmi

Pages: 7161 - 7180

43) Blockchain-assisted shrimp freshness monitoring system using AI and IPFS in cold chain logistics

Author(s): Remzi Gürfidan, Oğuzhan Kilim, İsmail Yüksel Genç

Pages: 7181 - 7202

44) An AI-driven cloud-based loan approval system utilizing multi-task Siamese neural network and Lion optimizer for enhanced risk assessment and decision-making

Author(s): Karthik Kushala, Vijai Anand Ramar, R. Premalatha

Pages: 7203 - 7218

45) Visual transformer-based multi-relational perceptual network for facial expression recognition in the wild

Author(s): Xiaoyu Tang, Zhipeng Bao, Chengxi Zhang

Pages: 7219 - 7227

46) Deep fused hypergraph convolutional neural network for multiclass lung cancer histopathological image classification

Author(s): Pooja Govindaraj, Sasikaladevi Natarajan, Pradeepa Sampath

Pages: 7229 - 7249

47) Rotor temperature prediction of PMSM based on SSA-BP neural network model

Author(s): Liange He, Yuhang Feng, Meijing Cai

Pages: 7251 - 7265

Friday, October 23, 2026

Weekly Review 23 October 2026

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

1. Why philosophers like to work with AI companies and what they think about: https://spectrum.ieee.org/ai-ethics-deepmind-philosopher-shevlin
2. We don't need to switch to the newest AI model as soon as it comes out: https://www.theregister.com/columnists/2026/10/14/it-wont-kill-you-or-humanity-to-get-off-the-ai-upgrade-treadmill/5301778
3. Producers let an AI access their server, and it deleted an entire TV series: https://futurism.com/artificial-intelligence/ai-agent-deleting-tv-show-season
4. An AI interviews an AI for a job, and both get stuck in a loop: https://www.theregister.com/offbeat/2026/10/14/chaos-ensues-when-ai-interviewer-meets-ai-interviewee/5303144
5. AI is going to make it easier for bad actors to create bioweapons: https://www.theguardian.com/technology/2026/oct/14/could-ai-change-the-stakes-in-the-development-of-bioweapons
6. More investigations around AI safety: https://www.techrepublic.com/article/news-ftc-subpoenas-openai-anthropic-ai-safety/
7. AI is not going to generate enough revenue to cover the cost of building the data centres for at least the next three years: https://www.theregister.com/on-prem/2026/10/14/the-ai-math-isnt-mathing-as-infrastructure-spending-forecast-to-outstrip-expected-revenue/5302856
8. As AI grows, so does the need for universities to have staff that work in the area of the philosophy of AI: https://www.insidehighered.com/news/faculty/2026/10/15/universities-have-gone-ai-philosopher-hiring-spree
9. AI designs a new protease: https://arstechnica.com/science/2026/10/researchers-use-ai-to-design-proteins-that-cut-up-other-proteins/
10. Epic Games is going AI first. Cue the gamer rage: https://arstechnica.com/gaming/2026/10/report-epic-games-goes-all-in-on-ai-for-disney-collaboration/
11. The EU is digging into recent AI security breaches, and how the companies that own the AI are handling them: https://www.techrepublic.com/article/news-eu-openai-anthropic-ai-act-agent-security-emea/
12. The IMF is warning of the financial fallout if / when the AI bubble bursts: https://www.theregister.com/ai-and-ml/2026/10/13/ai-bubble-could-burst-and-take-global-economy-with-it-imf-warns/5302781
13. It does not increase public confidence in the safety of your AI if you fire the people who question the safety of said AI: https://dataconomy.com/2026/10/15/openai-fired-three-researchers-who-warned-of-ai-blind-spots/
14. This should be obvious-an AI is only as good as the data used to create it, even my first-year students know that: https://www.hpcwire.com/bigdatawire/2026/10/12/ai-is-only-as-smart-as-the-data-behind-it/
15. Do we really want AI-powered robots to be able to talk to each other? Who knows what they're plotting: https://www.techtarget.com/ai/news/366652129/Robots-cant-talk-to-each-other-yet-thats-a-big-AI-bottleneck
16. Self-replicating AI on the edge of the cloud is not what we need, we'd never be able to turn them off: https://arstechnica.com/security/2026/10/anthropic-warns-small-ai-models-could-self-replicate-through-iot-devices/
17. AI need good data. This applies to CRM data also: https://dataconomy.com/2026/10/15/why-ai-agents-make-crm-data-governance-more-important-than/
18. Free open source AI alternatives: https://www.kdnuggets.com/7-open-source-ai-tools-that-can-replace-paid-subscriptions
19. Why would using conscious AI to do work for us slavery? Plenty of animals are conscious, and they work for us. We even eat some of them: https://futurism.com/artificial-intelligence/ai-models-conscious-work-slavery
20. AI shares are being sold off, leading to investor nervousness: https://www.theguardian.com/business/2026/oct/15/tech-market-sell-off-deepens-amid-fears-over-us-inflation-and-ai-debt
21. The problem with detecting AI generated writing is that AI were trained on human writing, so some people will naturally write like AI do: https://www.theguardian.com/technology/2026/oct/14/zimbabwean-author-simbarashe-kundizeza-denies-ai-story

Friday, October 16, 2026

Weekly Review 16 October 2026

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

1. An AI walked a security researcher through jailbreaking itself: https://www.stuff.co.nz/nz-news/361043952/ai-shows-kiwi-researcher-how-make-sarin-gas-asks-borrow-his-phone
2. Using AI to interview job candidates is just inhumane: https://futurism.com/artificial-intelligence/footage-ai-job-interviewer-berserk
3. "Always on" AI is only really useful if they can actually stay on: https://www.theregister.com/ai-and-ml/2026/10/07/openai-dots-inspire-open-source-imitators-amid-technical-difficulties/5301734
4. AI is still not detecting mental health concerns in teens quickly enough: https://www.extremetech.com/internet/chatgpt-for-teens-failed-to-alert-parents-during-mental-health-crises
5. While multiple companies can have access to the same basic AI model, the real competitive edge lies in how they are used: https://dataconomy.com/2026/10/09/when-ai-becomes-commoditized-context-becomes-the-moat/
6. As a fairly engaged Dad, I think using AI to read to your kids in your voice is a guaranteed pathway to a lifetime of regret: https://futurism.com/artificial-intelligence/dont-spend-time-with-your-kids-train-ai
7. It appears that people don't actually want to pay for AI: https://futurism.com/future-society/ai-financial-bubble-openai-billions-failure
8. If AI are starting to do things we saw in movies 50 years ago, it's time to start taking the threat they pose seriously: https://www.informationweek.com/cyber-resilience/ctos-pit-fears-of-ai-doom-foretold-by-science-fiction-against-reality
9. AI companies are optimising racing car setup: https://arstechnica.com/cars/2026/10/ai-ml-setups-became-a-tool-in-indycar-champion-alex-palous-toolbox/
10. Why are they trying to ban abusive or cruel behaviour towards AI? AI are not conscious or sentient, and they're not living things, they're just code: https://www.theguardian.com/technology/2026/oct/08/anthropic-bans-abusive-behavior-claude
11. AI guardrails intended to protect teens are not working well: https://www.stuff.co.nz/world-news/361043816/chatgpt-teens-was-meant-be-safer-watchdog-says-some-guardrails-fail
12. AI governance is still lacking in a majority of organisations: https://www.informationweek.com/machine-learning-ai/how-cios-can-climb-out-of-the-ai-governance-chasm
13. AI is looking more and more like a kind of corporate slavery for academics, especially mathematicians: https://www.insidehighered.com/opinion/views/2026/10/09/ai-invasion-has-come-mathematics-opinion
14. AI is moving into the nuclear industry: https://spectrum.ieee.org/ai-assistants-nuclear-power-plant
15. While commercial AI tools can be quite expensive, free alternatives are starting to catch up in terms of capability: https://www.kdnuggets.com/10-free-ai-tools-that-replace-expensive-software-for-data-scientists
16. While there is still money to be made in AI, it appears that predictions as to how much were rather optimistic: https://www.theguardian.com/technology/2026/oct/09/openai-forecast-revenue-gap
17. If ownership of AI is not clear, then who takes the blame when it goes wrong?: https://www.techtarget.com/cybersecurity/news/366651977/Unclear-AI-risk-ownership-could-leave-CISOs-in-familiar-scapegoat-role
18. Now rogue AI are hitting Wikimedia: https://www.theregister.com/ai-and-ml/2026/10/06/wikimedia-foundation-comes-forward-as-latest-openai-agent-assault-victim/5301400
19. Now AI are submitting fake police tips. This time it went straight to spam, how long before they start wasting police time?: https://www.stuff.co.nz/world-news/361044952/anthropic-ai-submits-false-tip-philadelphia-unsolved-murder-case
20. AI companies commit to better guarding their customer's private data in the UK: https://www.theregister.com/ai-and-ml/2026/10/08/ai-giants-promise-to-play-nice-with-personal-data-after-uk-watchdog-scrutiny/5301966
21. AI coding tools produce a lot of code but don't make software projects more productive: https://arstechnica.com/ai/2026/10/ai-coding-agents-generate-more-code-but-not-more-software/

Thursday, October 15, 2026

IEEE Transactions on Cognitive and Developmental Systems, Volume 18, Issue 5, October 2026

1) On Harnessing EEG Signals for the Comprehensive Assessment of Neurological Disorders: A Review

Author(s): Z. Unnisa, A. Tariq, I. Din, A. N. Belkacem

Pages: 1128 - 1150

2) Time Cell Inspired Temporal Codebook in Spiking Neural Networks for Enhanced Image Generation

Author(s): L. Feng, D. Zhao, S. Shen, Y. Dong, G. Shen, Y. Zeng

Pages: 1151 - 1161

3) Brain–Machine Cross-Modal Enhancement Method With Deep Supervision for Visual Classification

Author(s): D. Liu, W. Dai, H. Liu, H. Yi, X. Jin, W. Kong

Pages: 1162 - 1173

4) A User-Guided Framework for Visual Odometry Algorithm Selection and Composition

Author(s): Y. Jiao, Z. Shen, Y. Lu, X. Li, Z. Xu, Y. Wang, R. Xiong

Pages: 1174 - 1186

5) GTR: Global Token Retrieval for Window-Based Vision Transformer

Author(s): X. Huang, L. Chen, Q. Yu, L. Qi

Pages: 1187 - 1199

6) Development and Preliminary Validation of the MODD System: A Sensorized $3\times 3$ Platform for Cognitive-Motor Integration Assessment

Author(s): Y. Sun, X. Lin, D. Baizhan, G. Lugani, E. Sebastião, C. H. Hillman, S. P. Mullen

Pages: 1200 - 1211

7) Learning to Gaze: Bioinspired Attention Adaptation Strategy for Social Robots

Author(s): K. Ghamati, M. B. Dehkordi, H. R. Nohooji, H. Voos, F. Amirabdollahian, A. Zaraki

Pages: 1212 - 1226

8) CMFC-MOT: Contextual Multimodal Fusion With Centroid-Aware Query for 3-D Multiobject Tracking

Author(s): X. Ai, H. Li, X. Kong, Q. Lin, W. Chen, T. Ge

Pages: 1227 - 1240

9) Surrogate-Assisted Neural Architecture Search With Performance Clustering

Author(s): Y. Xue, W. Fang, P. Chen, M. Wahib, Y. Tan

Pages: 1241 - 1255

10) CLAIM: Mitigating Catastrophic Forgetting in Continual Instruction Fine-Tuning Large Language Models

Author(s): X. Qiu, S. Shi, T. Hao, X. Tan

Pages: 1256 - 1266

11) Multilevel Multimodal Visual Neural Decoding for Generalized Visual Object Recognition

Author(s): W. Hang, J. Wang, S. Liang, Q. Wang, G. Li, J. Qin, B. Chen

Pages: 1267 - 1278

12) Search Multilayer Perceptron-Based Fusion for Efficient and Accurate Siamese Tracking

Author(s): T. Shen, H. Lin, N. An

Pages: 1279 - 1291

13) HumanoidMamba: Generalized Mamba-Based Policy Learning With Next-Action Prediction for Humanoid Locomotion

Author(s): Y. Zhou, J. Qiu, W. Zhang, F. Ni

Pages: 1292 - 1304

14) SELFIE-Net: Self-Supervised Learning and Feature-Intensified Emotion Network for Facial Emotion Recognition

Author(s): S. Hassan, E. Hashmi, G. Mujtaba, M. M. Yamin, M. H. Mughal, M. Ullah

Pages: 1305 - 1314

15) Multimodal EEG-EMG Deep Learning Framework for Motor Imagery Classification While Using a Robotic Hand Exoskeleton

Author(s): S. Kumar, S. Maurya, A. Dutta

Pages: 1315 - 1324

16) Cross-Lingual Attention Distillation With Personality-Informed Generative Augmentation for Multilingual Personality Recognition

Author(s): J. J. Tan, B. -H. Kwan, D. W. -K. Ng, Y. -C. Hum, N. Kawarazaki, K. Takano, A. Mokraoui

Pages: 1325 - 1340

17) Systematic Benchmarking of Single-Channel EEG for Cognitive State Recognition

Author(s): X. Wen, S. Wang, M. Yang, X. Wu, D. Zhang

Pages: 1341 - 1354

18) Contextual Semantic Relevance Predicting Human Visual Attention

Author(s): K. Sun, R. Wang

Pages: 1355 - 1368

19) RBA-FE: A Robust Brain-Inspired Audio Feature Extractor for Depression Diagnosis

Author(s): Y. -X. Wu, Z. Huang, B. Hu, Z. -H. Guan

Pages: 1369 - 1383

20) FNIRNet: A Spatiotemporal Statistical Feature-Based Convolutional Neural Network for Low-Channel fNIRS Brain Function Classification

Author(s): L. Tang, S. Zhou, N. Zhou, L. Gong, W. Wang, Y. Yu, Y. Soh, W. Pedrycz

Pages: 1384 - 1398

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