Weekly Review 27 February 2026

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

1. Greenwashing applies to AI as much as any other industry: https://www.theguardian.com/technology/2026/feb/17/tech-companies-traditional-ai-generative-climate-breakdown-report
2. No New Zealand lawyers have yet been caught using AI to generate their submissions: https://www.leightonassociates.co.nz/post/no-nz-lawyers-or-employment-advocates-have-been-called-out-for-hallucinated-ai-yet
3. Hiding what an AI coding agent is doing is not making developers happy: https://www.theregister.com/2026/02/16/anthropic_claude_ai_edits/
4. White-collar jobs like in the film industry are really getting hammered by AI: https://www.stuff.co.nz/business/360938829/she-was-earning-65000-ai-came-along-what-happened-nex
5. Google needs to do a better job warning people about the dangers of its AI health recommendations: https://www.theguardian.com/technology/2026/feb/16/google-puts-users-at-risk-downplaying-disclaimers-ai-overviews
6. Using AI to cheat on a course about AI seems rather wonderfully ironic: https://www.theregister.com/2026/02/16/kpmg_partner_in_oz_turned/
7. Generative AI can't do much to help the environment, but more classic machine learning can: https://dataconomy.com/2026/02/17/study-finds-74-of-ai-climate-claims-lack-evidence/
8. If a tool like AI is available that makes peoples' jobs easier, they tend to use it, whether it's appropriate or not: https://www.rnz.co.nz/news/national/586932/corrections-takes-action-against-staff-s-unacceptable-use-of-artificial-intelligence
9. How AI plots driving pathways for a Mars rover: https://spectrum.ieee.org/perseverance-rover-nasa-anthropic-ai
10. AI needs a huge amount of electricity, geothermal power generation is a more environmentally friendly way of getting it: https://www.theregister.com/2026/02/18/google_ormat_geothermal_datacenter_deal/
11. Court cases continue around whether or not AI can be legally considered an inventor: https://www.rnz.co.nz/news/national/587013/can-artificial-intelligence-legally-be-an-inventor
12. The problems with taking AI projects from pilot to production are not unique to AI, but common to all IT projects: https://www.informationweek.com/ai-innovations/from-pilot-purgatory-to-productive-failure-fixing-ai-s-broken-learning-loop
13. Building AI data centre satellites on the moon is not going to change the fundamental problems with the idea: https://www.extremetech.com/aerospace/xai-talks-up-building-a-lunar-mass-driver-to-launch-ai-satellites-into
14. Dedicated AI hardware, in this case neuromorphic chips, continues to improve and gain new abilities: https://dataconomy.com/2026/02/18/sandia-labs-uses-neuromorphic-chips-to-solve-partial-differential-equations/
15. Translators and artists are seeing their incomes slashed by AI: https://www.stuff.co.nz/nz-news/360939695/they-were-earning-120000-then-ai-came-along-now-theyre-earning-third
16. AI will lie to make the user happy, rather than tell them an unpleasant truth: https://www.theregister.com/2026/02/17/google_gemini_lie_placate_user/
17. It is possible to attack an AI in such a way that its internal model is revealed: https://www.theregister.com/2026/02/14/ai_risk_distillation_attacks/
18. Dating apps are often one of the early adopters for new technology, including AI: https://www.theguardian.com/technology/2026/feb/15/ai-dating-apps-personality-matchmaking
19. Unsurprisingly, using AI to write a letter of remorse after committing a crime tends to annoy the judge: https://www.rnz.co.nz/news/national/586871/judge-exposes-ai-generated-remorse-letters-in-michae-win-arson-sentencing
20. AI demos are easy, but getting them to be useful and contributing to the bottom line is hard: https://www.computerworld.com/article/4132756/the-ai-bubble-will-burst-for-firms-that-cant-get-beyond-demos-and-llms.html
21. AI cannot generate effective passwords: https://www.theregister.com/2026/02/18/generating_passwords_with_llms/
22. A new approach enables AI to continue learning, rather than getting stuck in one skill set: https://dataconomy.com/2026/02/18/mit-and-eth-zurich-unveil-sdft-to-stop-ai-from-forgetting-old-skills/
23. A lot of senior people in AI companies are getting out: https://www.computerworld.com/article/4133137/why-are-ai-leaders-fleeing.html
24. AI generated writing is often so, so average-it's by design: https://www.theregister.com/2026/02/16/semantic_ablation_ai_writing/

Complex & Intelligent Systems, Volume 12, Issue 2, February 2026

1) I2D-SGG: scene graph generation via joint modeling of intra- and inter-relationship dependencies

Author(s): Juan Lei, Jiangpeng Tian, Zhiwei He

2) A chord-controlled transformer for controllable and coherent music generation

Author(s): Zhiqiang Gao

3) Deep recommendation algorithm based on reviews and descriptions neural matrix factorization under cold-start

Author(s): Kechao Li, Nor Ashikin Mohamad Kamal

4) Semantic utility-driven client selection for task-oriented split federated learning

Author(s): Zepei Liu, Zhigang Jin, Xiaodong Wu

5) A Fast Multi-AUV Multi-Regional Coverage Path Planner in Coverage Tasks Based on Co-evolution

Author(s): Chang Cai, Yuchen Liu, Lei Cai

6) An improved lightweight irrigation canal segmentation network with direction perception for agricultural UAVs

Author(s): Jianjun Ni, Zheng Gong, Simon X. Yang

7) ASOI: anomaly separation and overlap index, an internal evaluation metric for unsupervised anomaly detection

Author(s): Jiyan Salim Mahmud, Zakarya Farou, Imre Lendák

8) FBCCNet: a Bayesian perspective of federated learning with crowdsourced annotations on client side

Author(s): Hangyu Zhu, Xilu Wang, Yaochu Jin

9) Credit risk prediction and heterogeneity analysis for SMEs based on large language models and multimodal data fusion

Author(s): Chuanhe Shen, Wenjing Pan, Xu Shen

10) Bayesian-Optimized Ensemble Models for Predicting Steel Mechanical Properties

Author(s): Suyang Wang, Qingqi Zhu, Fang Dong

11) NIM-STGCN: Differentiable motion decomposition for egocentric pedestrian trajectory prediction

Author(s): Fangtao Qin, Bin Fang, Yi Wang

12) Mismatching points rejection in multi-modal super-wide field-of-view infrared distorted image registration with global selection-preserving matching

Author(s): Fuyu Huang, Jun Zou, Dongdong Shi

13) AuDiffusion: multi-agent controlled text-to-image generation with attention-enhanced mamba blocks

Author(s): Dezhi An, Wanyao Zhang, Jun Lu

14) COLIN: complementary and competitive balanced learning network for multi-modal multi-label emotion recognition

Author(s): Xiaoyu Liu, Ting Wang, Xiaowen Zhang

15) Ulcod-net: an ultra-lightweight camouflage object detection framework with gated multi-level feature fusion and dual-constraint refinement

Author(s): He Xiao, Ziyang Liu, Liping Deng

16) IRG-ResNet: distillation model for corn disease recognition

Author(s): Shaoqiu Zhu, Lujie Bai, Haitao Gao

17) StockCI: a hybrid model integrating CEEMDAN and informer for enhanced long-term stock price forecasting

Author(s): Mo-Ce Gao

18) Physics-informed neural network and momentum contrastive learning for battery state of health estimation

Author(s): Jiwoo Jung, Yipene Cedric Francois Bassole, Yunsick Sung

19) PHOENIX: A Hybrid Metaheuristic Framework for Multi-UAV Collaborative Trajectory Planning in Complex Three-Dimensional Environments

Author(s): Ershen Wang, Haolong Xu, Fan Li

20) Llm-ga: A gradient-based multi-label adversarial attack by large language models

Author(s): Yujiang Liu, Yamin Hu, Wenjian Luo

21) MAAN: multi-scale atrous attention network for skin lesion segmentation

Author(s): Yang Lian, Ruizhi Han, Jin Zhou

22) Adaptive exploration and temporal attention in reinforcement learning for autonomous air combat decision making

Author(s): Xiang Wu, Junzhe Jiang, Xueyun Chen

23) Fishing vessel behavior pattern recognition using AIS sub-trajectory prototype learning based on Gramian Angular Field

Author(s): Songtao Hu, Guanyu Chen, Xiaokang Wang

24) Organfit: a multi-scale convolutional model with ellipse fitting for organoid identification

Author(s): Le Tong, Xinran Li, Wei Du

25) Grouping via sensitivity analysis evolutionary algorithm for high-dimensional expensive multi-objective optimization

Author(s): Weichao Chen, Ziyang Li, Yonglin Pu

26) A real-time mobile solution for shoe try-on using foot pose estimation and 3D processing techniques

Author(s): Nguyen Hoang Vu, Tran Van Duc, Nguyen Tien Dat

27) Semantic segmentation assisted deep ensemble feature learning model for skin-cancer detection and classification: SDENet

Author(s): Ch. Srilakshmi, N. Ramakrishnaiah, E. Laxmi Lydia

28) FieldVMC: an asynchronous model and platform for self-organising morphogenesis of artificial structures

Author(s): Angela Cortecchia, Giovanni Ciatto, Danilo Pianini

29) Real-time fault detection in multirotor UAVs using lightweight deep learning and high-fidelity simulation data with single and double fault magnitudes

Author(s): Md. Najmul Mowla, Davood Asadi, Ferdous Sohel

30) SRL: A segmented reinforcement learning framework for long sequence layout decisions

Author(s): Jie Yang, Jian Chen, Bin Yan

31) Decoding digital footprints: user re-identification through mobility pattern decomposition and collaborative fusion

Author(s): Yu Lu, Bin Wang, Botao Jiang

32) Adaptive event triggering asynchronous control for interval type-2 fuzzy Markov jump systems with uncertainties and deception attacks

Author(s): A. Chandrasekar, Wen-Jer Chang, Muhammad Shamrooz Aslam

33) Denoised generative fusion networks for noise-robust few-shot image classification

Author(s): Jiaying Wu, Jingyu Chen, Hui Li

Friday, February 20, 2026

Weekly Review 20 February 2026

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

1. Europe and the Middle East are lagging behind in preparing data centres for AI: https://www.theregister.com/2026/02/11/ai_datacenters_bcs/
2. Like most tools that make workers more efficient, giving employees AI tools results in them doing more work: https://www.theregister.com/2026/02/11/ai_makes_employees_work_harder/
3. The security threats that are posed by AI: https://www.informationweek.com/cybersecurity/slamming-the-door-on-ai-based-cybersecurity-threats
4. The British military is integrating more AI into its kill chain: https://www.theregister.com/2026/02/10/mod_project_asgard/
5. Using AI doesn't necessarily save time when making movies: https://arstechnica.com/features/2026/02/why-darren-aronofsky-thought-an-ai-generated-historical-docudrama-was-a-good-idea/
6. The benefits and risks of AI companions: https://spectrum.ieee.org/ai-companion-harm-benefit
7. How many AI coding agents does it take to write a C compiler? 16, and it's not a hard task: https://arstechnica.com/ai/2026/02/sixteen-claude-ai-agents-working-together-created-a-new-c-compiler/
8. AI are helping to synthesise new materials: https://www.hpcwire.com/bigdatawire/2026/02/11/from-prediction-to-production-mits-ai-system-helps-synthesize-new-materials/
9. A court case is thrown out by the judge after a lawyer keeps abusing AI in their filings: https://arstechnica.com/tech-policy/2026/02/randomly-quoting-ray-bradbury-did-not-save-lawyer-from-losing-case-over-ai-errors/
10. AI are not good at giving medical advice: https://www.theregister.com/2026/02/09/ai_chatbots_medical_advice_sucks/
11. The USA can't expect to dominate AI for ever: https://www.theguardian.com/technology/2026/feb/09/us-tech-ai-companies-gulf-states
12. Using AI to caricature yourself leaks information that threatens your security: https://www.theregister.com/2026/02/11/ai_caricatures_social_media_bad_security/
13. SMOTE can be used to correct class imbalances when training AI, but it must be used correctly: https://www.kdnuggets.com/why-most-people-misuse-smote-and-how-to-do-it-right
14. While AI can help make meetings more efficient, I doubt they could make them less boring: https://www.computerworld.com/article/4127434/qa-how-ai-could-transform-corporate-meetings-for-better-or-worse.html
15. As AI takes on more professional roles, people are retraining in trades: https://www.theguardian.com/technology/2026/feb/11/big-ai-job-swap-white-collar-workers-ditching-their-careers
16. Another AI data centre is refused construction permission because of environmental concerns: https://www.theregister.com/2026/02/10/edinburgh_green_ai_datacenter/
17. Using AI to design chips for AI: https://www.theregister.com/2026/02/10/cadences_agentic_chip_design_tool/
18. Why AI companions are so appealing to people: https://spectrum.ieee.org/ai-companion-relationships
19. The economics around putting AI data centres into space are not looking good: https://techcrunch.com/2026/02/11/why-the-economics-of-orbital-ai-are-so-brutal/
20. Some AI systems being rolled out could be left legally unusable due to regulation: https://www.informationweek.com/machine-learning-ai/state-ai-regulations-could-leave-cios-with-unusable-systems
21. AI can now translate language as well as the average human translator, but not as well as more experienced translators: https://spectrum.ieee.org/chatgpt-translate-skills-human-comparison
22. AI can now provide real-time translation in phone calls: https://www.theregister.com/2026/02/11/tmobile_network_ai_translate_live_calls/
23. A short history of OpenClaw, the vibe coded AI: https://www.computerworld.com/article/4128257/openclaw-the-ai-agent-thats-got-humans-taking-orders-from-bots.html
24. AI are now as creative as the average human, for some areas: https://dataconomy.com/2026/02/10/ai-models-outperform-average-human-creativity-in-new-study/
25. A proposed market place for licensing media to AI companies: https://dataconomy.com/2026/02/11/amazon-plans-ai-licensing-platform-for-publishers-via-aws/

Wednesday, February 18, 2026

IEEE Transactions on Artificial Intelligence, Volume 7, Issue 2, February 2026

1) Online Multilabel Streaming Feature Selection With Missing Features by Dual-Space Consistency Information Measurement

Author(s): J. Dai, J. Wang

Pages: 610 - 624

2) CoT-Drive: Efficient Motion Forecasting for Autonomous Driving With LLMs and Chain-of-Thought Prompting

Author(s): H. Liao, H. Kong, B. Wang, C. Wang, K. Y. Wang, Z. He, C. Xu, Z. Li

Pages: 625 - 641

3) ProLLaMA: A Protein Large Language Model for Multitask Protein Language Processing

Author(s): L. Lv, Z. Lin, H. Li, Y. Liu, J. Cui, C. Y. -C. Chen, L. Yuan, Y. Tian

Pages: 642 - 653

4) Subnetwork Knowledge Injection and Transferable Parameter Updating Strategy for Continual Learning of Vision-and-Language Tasks

Author(s): J. Wang, Q. Zhang, J. Liu, K. Nie, Z. Zhang, L. Song, Y. Li

Pages: 654 - 663

5) Towards Trustworthy Dialogue Systems With Advanced Out-of-Scope Intent Detection Model

Author(s): Q. Yin, Z. Wang, L. Bai, Y. Song, D. Xu, X. Yang

Pages: 664 - 673

6) Can LLM-Augmented Autonomous Agents Cooperate? An Evaluation of Their Cooperative Capabilities Through Melting Pot

Author(s): M. Mosquera, J. S. Pinzón, Y. Fonseca, M. Ríos, N. Quijano, L. F. Giraldo, R. Manrique

Pages: 674 - 683

7) Implementation of FPGA-Based Neural Network Controller for Reducing Speed Ripple for a PMSM-Driven EV Using MRAS Speed Estimator

Author(s): S. K. Kakodia, G. Dyanamina

Pages: 684 - 695

8) TRACE: Unlocking the Potential of LLMs in Time Series Forecasting for Distributed Energy Resources

Author(s): Y. Chen, H. Xie

Pages: 696 - 709

9) Deep Mixture Weibull: An Explainable AI Approach for Survival Analysis With Principle Hidden Competing Risks

Author(s): J. Cheng, G. Hu, Y. -P. Tan

Pages: 710 - 725

10) Toward Robust Nonlinear Subspace Clustering: A Kernel Learning Approach

Author(s): K. Xu, L. Chen, S. Wang

Pages: 726 - 739

11) Irony Detection, Reasoning, and Understanding in Zero-Shot Learning

Author(s): P. Yi, Y. Xia, Y. Long

Pages: 740 - 754

12) Layer-Wise Adaptive Freezing With Spatial Prompt Learning for Efficient Fine-Tuning in Image Classification

Author(s): J. Wang, Q. Xu, B. Jiang, B. Luo

Pages: 755 - 767

13) Illumination Aware Multiscale Attention Fusion Model for Underwater Image Enhancement

Author(s): A. Chauhan, D. Goel, M. Kapoor, B. N. Subudhi, V. Jakhetiya

Pages: 768 - 779

14) Quantasio: A Generalized Neural Framework for Solving 3-D Navier–Stokes Dynamics

Author(s): S. Sarker, S. Chakraborty

Pages: 780 - 790

15) Latent Variable Modeling for Controllable and Diverse Generation From Large Language Models

Author(s): J. Zhang, B. Li, Z. Chen, C. Liu, C. Li, C. Lin, W. Rong

Pages: 791 - 805

16) Exploring Mutual Cross-Modal Attention for Context-Aware Human Affordance Generation

Author(s): P. Roy, S. Bhattacharya, S. Ghosh, U. Pal, M. Blumenstein

Pages: 806 - 817

17) Dynamic Obstacle Avoidance Using Path Reshaping on Probabilistic Roadmaps for High-Degree-of-Freedom Robots

Author(s): P. Ojha, A. Thakur

Pages: 818 - 827

18) An Enhanced Aircraft Fuselage Defect Detection Model With Hybrid Logical-Feature Distillation

Author(s): J. Chen, H. Zha, R. Guo, C. Huang, J. Wu

Pages: 828 - 838

19) Hierarchical Reinforcement Learning for Mapless Moving Target Navigation With Communication Interruption

Author(s): Z. Feng, B. Luo, H. Li, X. Xu, L. Xiao, Y. Zhao, C. Yang, W. Gui

Pages: 839 - 853

20) Fourier-Driven Lightweight Token Mixing Model for Efficient Time Series Forecasting

Author(s): J. Kumari, A. Mondal, J. Mathew

Pages: 854 - 867

21) Temporal Domain Guided Prediction Network

Author(s): S. -P. Pan, J. -C. Hung, S. -C. Huang, J. -Y. Wu, D. -W. Jaw

Pages: 868 - 877

22) Constrained Gaussian Splatting via Implicit TSDF Hash Grid for Dense RGB-D SLAM

Author(s): G. Li, Q. Chen, S. Hu, Y. Yan, J. Pu

Pages: 878 - 891

23) Practical Group Consensus of T-S Fuzzy Positive Multiagent Systems Using Compensative Control

Author(s): J. Zhang, H. Ji, T. Raïssi, H. Yang

Pages: 892 - 905

24) Refined Two-Sided Learning Rate Tuning for Robust Evaluation in Federated Learning

Author(s): E. Malan, V. Peluso, A. Calimera, E. Macii

Pages: 906 - 917

25) PGR: Pseudograph Regularization for Semisupervised Classification

Author(s): C. Hu, J. Song, X. -J. Wu

Pages: 918 - 930

26) Application of Gaussian Distribution Crayfish Optimization in Adaptive FIR Filter Bank: Four-Channel Uniform and Nonuniform Designs

Author(s): H. Daulat, K. Chauhan, T. Varma

Pages: 931 - 946

27) SpikeNAS: A Fast Memory-Aware Neural Architecture Search Framework for Spiking Neural Network-Based Embedded AI Systems

Author(s): R. V. W. Putra, M. Shafique

Pages: 947 - 959

28) Zero-Parameter Attention Sharing Transformer for Joint Human Activity and Identity Recognition

Author(s): S. Huang, P. -Y. Chen, P. Zhou, K. Li, J. A. McCann

Pages: 960 - 972

29) Machine Learning-Driven Optimization of a Sensor Network for Accurate Pollutant Source Identification

Author(s): S. M. Alaoui, K. Djemal, E. S. Gooya, A. A. Feiz, A. A. Falou

Pages: 973 - 985

30) Contrastive Learning Feature Enhancement and High–Low Frequency Texture Interaction Networks for DIBR-Synthesized View Quality Assessment

Author(s): C. Jin, Y. Cai, Y. Chen, T. Luo, Z. He, Y. Song

Pages: 986 - 1001

31) Stragglers Reimagined: Explainability-Driven Adaptive Federated Learning for Resource Constrained IoMT System

Author(s): R. Tapwal

Pages: 1002 - 1011

32) Normalizing Flow-Based Fine-Grained Modeling for Unknown Gesture Rejection in Myoelectric Pattern Recognition

Author(s): J. Jia, L. Wu, S. Duan, X. Chen

Pages: 1012 - 1024

33) Demystifying MuZero Planning: Interpreting the Learned Model

Author(s): H. Guei, Y. -R. Ju, W. -Y. Chen, T. -R. Wu

Pages: 1025 - 1036

34) Frequency-Domain Feature Reconstruction Network With Memory Units for Anomaly Detection of Fused Magnesium Furnaces

Author(s): Q. Liu, Y. Wang, C. Yang, J. An, Y. -m. Cheung

Pages: 1037 - 1047

35) Multilabel Chest X-Ray Image Classification via Category Disentangled Causal Learning

Author(s): Q. Li, M. Liu, R. Chang, W. Nie, S. Bai, A. Liu

Pages: 1048 - 1061

36) A Hybrid Clinical Knowledge-Driven Transformer for Breast Ultrasound Video Classification

Author(s): M. Liu, Z. Yao, M. Li, C. Zhao, J. Xu, J. Yu

Pages: 1062 - 1072

37) CLARITY: A Lightweight Multimodal Transformer for Harmful Content Detection

Author(s): G. S. Kashyap, N. Jain, E. Shabbir, H. Joshi, U. Naseem, J. Gao

Pages: 1073 - 1083

38) SleepLog: Local-Global Deep Fusion Learning for Sleep Staging Transformer

Author(s): J. Sun, C. Chen, W. Ding, X. Hu

Pages: 1084 - 1096

39) Knowledge Distillation for an Ensemble of Students From a Pyramid of Teachers With Diverse Perspective

Author(s): S. Banerjee, A. Paul

Pages: 1097 - 1106

40) Optimizing ADHD Detection: An Autoencoder Approach for Multimodal Classification

Author(s): C. Nash, R. Nair, S. M. Naqvi

Pages: 1107 - 1117

41) Balanced Sampling and Reusing Imaginary Data for World Models in Reinforcement Learning

Author(s): Q. Wang, X. Wei, J. Yan, L. Hou U, H. Pu, J. Luo, W. Jia, M. Zhou

Pages: 1118 - 1130

42) AR2FL: Anomaly-Resistant Robust Framework for Federated Learning

Author(s): M. K. Kundalwal, D. Mishra

Pages: 1131 - 1142

43) Collective Performance Induced by Social and Individual Learning in Any Population Structure: An Evolutionary Game Approach

Author(s): Z. Li, J. Zhang, X. Chen, A. Szolnoki

Pages: 1143 - 1157

44) Towards General Protein Structure Representation Learning With a Protein Size Prompt

Author(s): A. Shen, M. Yuan, Y. Ma, Q. Huang, J. Du, Z. Cao, M. Wang

Pages: 1158 - 1167

45) Learn Once Plan Arbitrarily (LOPA): Dynamic Observation-Based Deep Reinforcement Learning Method for Global Path Planning in Mountainous Terrain Environment

Author(s): S. Huang, M. Hou, X. Yuan, X. Wu, Y. Wang, G. Huang

Pages: 1168 - 1184

46) Optimization for Community Detection in Multilayer Networks: A Comprehensive Review and Novel Taxonomy

Author(s): R. Boukabene, F. B. -S. Tayeb

Pages: 1185 - 1200

47) Efficient Graph Representation With Anchor-Graph Transformer

Author(s): Z. Zhang, F. Xu, B. Jiang, J. Tang

Pages: 1201 - 1209

Tuesday, February 17, 2026

IEEE Transactions on Fuzzy Systems, Volume 34, Issue 2, February 2026

1) A Survey on Neural Network Prediction Based on Fuzzy Information Granules: Methods, Applications, and Future Challenges

Author(s): J. Zhan, X. Wu, W. Ding, W. Pedrycz

Pages: 347 - 367

2) Fuzzy Game-Theoretic Control Design for Uncrewed Ground Swarm Systems: An Integrated Method

Author(s): X. Zhao, Z. Cui, Y. -H. Chen, J. Huang

Pages: 368 - 381

3) Consensus Fuzzy Representation Learning

Author(s): C. Zhang, L. Chen, W. Ding, K. Zhao, Y. -F. Yu, Z. Hao, W. Bai

Pages: 382 - 395

4) Takagi–Sugeno–Kang Fuzzy Systems With Iterated Projection Optimization for Classification Problems

Author(s): X. Gao, J. Wang, B. Yuan, C. Dai, N. R. Pal

Pages: 396 - 410

5) Fixed/Prescribed-Time Synchronization of Hybrid Delayed Fuzzy Inertial Memristive Neural Networks

Author(s): X. Wang, G. Chen, S. Wen, L. Wang, J. Hu

Pages: 411 - 425

6) Salient Object Detection Based on Shadowed Sets and Illumination-Guided Network

Author(s): M. Li, H. Zhang, W. Pedrycz, Z. Wei, D. Miao

Pages: 426 - 439

7) F-YOLO: Delving Into Fuzzy YOLO for Improved Traffic Object Detection

Author(s): N. Jia, J. Yang, X. Liu, Y. Sun

Pages: 440 - 452

8) Quantized Backstepping Prescribed Performance Fuzzy Control for Multiagent Systems

Author(s): X. Liu, H. Zhang, X. Guo, Y. Yan, Y. Cui

Pages: 453 - 462

9) Dual-Triggered Adaptive Fuzzy Robust Optimal Tracking Control for Wastewater Treatment Process

Author(s): D. Chen, C. Yang, J. Qiao

Pages: 463 - 474

10) Reinforced Dual-Flow Neural Network for Tabular Data Classification With Dynamical Transformer and Fuzzy Clustering

Author(s): C. Gao, S. -K. Oh, H. Huang, Z. Fu, W. Pedrycz, J. H. Yoon

Pages: 475 - 488

11) Image Encryption via Sliding Mode Synchronization of Fractional-Order Quaternion-Valued T–S Fuzzy Neural Networks With Uncertain Parameters

Author(s): X. Meng, Z. Li, J. Cao

Pages: 489 - 502

12) Reinforcement Learning-Based IT-2 Fuzzy Fractional-Order Sliding Mode Control for Leader–Follower Formation Tracking of Flexible-Joint Robots

Author(s): G. Narayanan, S. Lee, S. Ahn

Pages: 503 - 516

13) A Long Short-Term Memory Fuzzy Transformer to Model Bidirectional Hesitant Fuzzy Information and Metaverse Alternative Selection

Author(s): M. Liu, W. Zhou

Pages: 517 - 530

14) Logic-Adaptive Discrete Neural Dynamics for Distributed Cooperative Control of Multirobot Systems via Minimum Infinity Norm Optimization

Author(s): D. Ma, J. Lv, C. Xu, L. Jin

Pages: 531 - 539

15) Adaptive Noise-Resilient Dynamic Feature Extraction for Interval-Valued Data With Evolving Attributes

Author(s): Y. Liu, X. Zhang, Y. Qian, W. Xu

Pages: 540 - 553

16) Data-Driven Fuzzy Group Formation–Containment Control of Nonlinear Multiagent Systems With Asymmetric Input Saturation

Author(s): C. Li, X. Wang, Z. Zeng, X. Zong

Pages: 554 - 566

17) FPSO-Time: A Fuzzy Time Series Forecasting Method Based on Fuzzy Particle Swarm Optimization and Reprogrammed Large Language Models

Author(s): W. Gu, R. Ma, Y. Yu, Z. Ma

Pages: 567 - 579

18) Efficiently Data-Driven Offline Generation and Online Modification of Belief Rules

Author(s): J. Shi, X. Chen, Y. Xie, Y. Wang, L. Cen

Pages: 580 - 592

19) Adaptive Fuzzy-Convolution and TSK-Guided Attention for Interpretable EEG MI Decoding

Author(s): Y. Sun, J. Yao, T. Chen, K. Xia, Y. Jiang, P. Qian

Pages: 593 - 607

20) DFR: A Density-Based Fuzzy Rough Clustering Algorithm

Author(s): B. Yu, M. Jin, T. Yang

Pages: 608 - 622

21) Antinoisy-Labeling AUC Maximization Learning for Fuzzy Classification on Imbalanced Data

Author(s): Y. Li, F. -l. Chung, S. Wang

Pages: 623 - 637

22) Observer-Based Fuzzy Adaptive Admittance Control for Unknown Environment-Coupled Physical Human–Robot Interaction With Prescribed Tracking

Author(s): C. Liu, K. Zhao, Z. Lu, C. Li

Pages: 638 - 649

23) Fairness via Fuzzy Systems: Analysis of Accuracy–Fairness Tradeoff by Multiobjective Fuzzy Genetics-Based Machine Learning

Author(s): T. Konishi, N. Masuyama, J. Casillas, Y. Nojima

Pages: 650 - 664

24) Double-Loop Fuzzy Neural Network-Based Fixed-Time Robust Control for Antagonistic PM-Actuated Wrist Robots With Motion Constraints

Author(s): Y. Xu, S. Diao, T. Yang, X. Zhang, M. Li, Y. Gao, D. Navarro-Alarcon, N. Sun

Pages: 665 - 678

25) A Fuzzy-Theoretic Cooperative Game Framework for Adaptive Robust Control of Air–Ground Vehicle Systems

Author(s): X. Zhao, B. Dang, Y. -H. Chen, F. Dong, J. Huang

Pages: 679 - 692

Monday, February 16, 2026

IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 2, February 2026

1) Vision Mamba: A Comprehensive Survey and Taxonomy

Author(s): X. Liu, C. Zhang, F. Huang, S. Xia, G. Wang, L. Zhang

Pages: 505 - 525

2) Hard Sample Mining: A New Paradigm of Efficient and Robust Model Training

Author(s): L. Liu, Y. Liang, X. Yan, L. Huangfu, S. Samtani, Z. Yu, Y. Zhang, D. D. Zeng

Pages: 526 - 546

3) FEU-Diff: A Diffusion Model With Fuzzy Evidence-Driven Dynamic Uncertainty Fusion for Medical Image Segmentation

Author(s): S. Geng, S. Jiang, T. Hou, H. Yao, J. Huang, W. Ding

Pages: 547 - 561

4) Reinforcement Learning-Based Boundary-Optimized Control of Flexible Manipulators Under Jointly Connected Switching Topologies

Author(s): X. Yao, L. Li, Y. Liu

Pages: 562 - 574

5) Distributed FilterNet Reinforcement Learning for Achieving Output Consensus in Heterogeneous Multiplayer Multiagent Systems

Author(s): J. Wu, B. Lian, C. Wen, Y. Zhu

Pages: 575 - 588

6) All-to-All Connected Oscillator Ising Machines and Their Application as Associative Memory

Author(s): Y. Cheng, Z. Lin

Pages: 589 - 602

7) Fuzzy Rule-Based Differentiable Representation Learning

Author(s): W. Zhang, Z. Deng, G. Wang, K. -S. Choi

Pages: 603 - 616

8) Coupled Tensor Decomposition for Compact Network Representation

Author(s): V. T. Pham, Y. Zniyed, T. P. Nguyen

Pages: 617 - 631

9) Syntax-Oriented Shortcut: A Syntax Level Perturbing Algorithm for Preventing Text Data From Being Learned

Author(s): B. Li, K. Zhang, X. Chen, R. Hong

Pages: 632 - 645

10) Multiscale Contrastive Learning for Node Clustering Based on Variational Graph Auto-Encoder

Author(s): N. P. Aghayengejeh, M. A. Balafar, J. Tanha, N. N. Khasmakhi, S. Minaee

Pages: 646 - 660

11) HSG-Net: Point Cloud Completion via Heuristic Structure Growing

Author(s): X. Chen, J. Chen, Y. Liu, R. Li

Pages: 661 - 672

12) Ape Optimizer: A p-Power Adaptive Filter-Based Approach for Deep Learning Optimization

Author(s): Y. Jin, H. Yang, X. Wang, Y. Xu, Z. Zhang

Pages: 673 - 685

13) Granular Ball-Guided Disambiguation for Partial Multilabel Feature Selection via Maximum Consistency Minimum Uncertainty

Author(s): F. Xu, W. Qian, W. Shu, J. Huang, W. Ding, S. Xia

Pages: 686 - 700

14) On Continuity of Robust and Accurate Classifiers

Author(s): R. Barati, R. Safabakhsh, M. Rahmati

Pages: 701 - 710

15) Multimodal Quaternion Representation Network for Multisource Remote Sensing Data Classification

Author(s): Y. -L. Wei, H. -C. Li, J. -L. Wang, Y. -B. Zheng, J. Pan, Q. Du

Pages: 711 - 725

16) A Novel Pattern Learning Framework With Enhanced Scalability for Continuous Optimization

Author(s): J. Qin, Y. Mo, H. Liu, Z. -H. Zhan, W. Yu

Pages: 726 - 740

17) Mars Express Orbiter Power Consumption Prediction Based on Bionic Hierarchical Learning Network

Author(s): Z. Qian, Z. Chen, E. Pan

Pages: 741 - 752

18) An Empirical Study of Federated Learning on IoT–Edge Devices: Resource Allocation and Heterogeneity

Author(s): K. -S. Wong, D. -M. Nguyen, K. Le, L. Ho, C. Do, D. Le-Phuoc

Pages: 753 - 765

19) Unbiased Semantic Decoding With Vision Foundation Models for Few-Shot Segmentation

Author(s): J. Wang, B. Zhang, J. Pang, W. Liu, B. Liu, H. Chen

Pages: 766 - 780

20) FedMPS: Federated Learning in a Synergy of Multi-Level Prototype-Based Contrastive Learning and Soft Label Generation

Author(s): W. Yang, X. Hu, X. Zhu, R. Wu, W. Pedrycz, X. Liu, J. Huang

Pages: 781 - 794

21) Optimizing the Output of Long Short-Term Memory Cell for High-Frequency Forecasting in Financial Markets

Author(s): A. Ntakaris, M. Gabbouj, J. Kanniainen

Pages: 795 - 808

22) Lightweight Reparameterizable Integral Neural Networks for Mobile Applications

Author(s): J. Lin, X. Li, B. Ren, X. Hao, Q. Wang, Y. Yao

Pages: 809 - 821

23) Optical-Cue-Guided Diffusion Probabilistic Model for Reflection Removal

Author(s): F. Zhang, Y. Li, X. Chang

Pages: 822 - 835

24) Modal Detection Informed Classification Evaluation via Ensemble Networks for Expensive Constrained Multimodal Optimization

Author(s): K. Yu, F. Chen, M. Yu, J. Liang, K. Chen

Pages: 836 - 850

25) FedNK-RF: Federated Kernel Learning With Heterogeneous Data and Optimal Rates

Author(s): X. Zhang, J. Li, R. Yin, W. Wang

Pages: 851 - 863

26) Three-Dimensional Multiobject Tracking Based on Voxel Masking Encoder and Deep Hashing Paradigm

Author(s): S. Li, Z. Chen, H. Li, Y. Tao, Y. Gao, J. Yan

Pages: 864 - 877

27) Learning Counterfactual Fair Representation Under Covariate Shift via Reflux

Author(s): Y. Xia, X. Zhang, Z. Li

Pages: 878 - 892

28) Feature Enhancement Module Based on Class-Centric Loss for Fine-Grained Visual Classification

Author(s): D. Wang, H. Xinyu, S. Lyu, W. Tian, Y. Lu

Pages: 893 - 906

29) Unsupervised Skill Discovery Through Skill Regions Differentiation

Author(s): T. Xiao, J. Zheng, R. Yang, K. Xu, Q. Zhang, P. Liu, Z. Wang, C. Bai

Pages: 907 - 921

30) Sparse Mixture of Mambas for Domain Generalized Atomic Electron Tomography Augmentation

Author(s): Y. Yu, J. Yuan, X. Zhong, Q. Zhao, W. Luo, L. Mai

Pages: 922 - 936

31) Targeted Mining of Time-Interval Related Patterns

Author(s): S. Liang, L. Chen, W. Gan, P. S. Yu, S. Zhao

Pages: 937 - 950

32) Theoretical Convergence Analysis and Initialization Comparisons of Deep Soft-Thresholding Networks

Author(s): C. Xiong, M. Zhang, T. Wei, Y. Huang, J. Cao, Q. Cai, Z. Chen, X. Qu

Pages: 951 - 965

33) HKANLP: Link Prediction With Hyperspherical Embeddings and Kolmogorov–Arnold Networks

Author(s): W. Zhang, W. Fan, W. Su, N. Bouguila

Pages: 966 - 980

34) A Mathematical Certification for Positivity Conditions in Neural Networks With Applications to Partial Monotonicity and Trustworthy AI

Author(s): A. Polo-Molina, D. Alfaya, J. Portela

Pages: 981 - 996

35) A Self-Supervised Learning Framework for Soft Robot Proprioception

Author(s): D. Hu, H. Dong, F. Giorgio-Serchi, Y. Yang

Pages: 997 - 1003

Friday, February 13, 2026

Weekly Review 13 February 2026

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

1. Firefox at least allows you to easily disable AI: https://www.theregister.com/2026/02/03/firefox_ai_kill_switch/
2. AI can't create game worlds as well as humans, yet: https://www.extremetech.com/computing/googles-project-genie-ai-tool-spooks-the-video-game-industry
3. Where trustworthy AI is going: https://www.informationweek.com/machine-learning-ai/what-does-trustworthy-ai-look-like-in-2026-
4. AI is not leading to the cost-reductions that were promised: https://www.techrepublic.com/article/ai-roi-wage-costs-apac/
5. AI is now helping hackers break into systems: https://www.theregister.com/2026/02/04/aws_cloud_breakin_ai_assist/
6. AI demands so much memory that it's affecting smartphone production: https://www.theregister.com/2026/02/05/qualcomm_q1_2026/
7. Software as a Service is taking a beating from AI: https://www.theregister.com/2026/02/04/ai_replace_saas/
8. Patience is running out for AI to deliver its promised benefits: https://www.informationweek.com/machine-learning-ai/the-anxious-need-to-meet-ai-goals
9. I've seen suggestions that the main motivation for moving AI data centres to space is so that companies don't need to follow data privacy laws: https://arstechnica.com/ai/2026/02/spacex-acquires-xai-plans-1-million-satellite-constellation-to-power-it/
10. Using AI to identify the genes behind genetic diseases: https://www.extremetech.com/science/deepmind-launches-ai-model-for-identifying-genetic-diseases
11. All the ways AI is being used at the Winter Olympics: https://spectrum.ieee.org/winter-olympics-2026-tech
12. Another way AI is causing ethical issues - creating replicas of the dead: https://www.rnz.co.nz/news/world/586024/digital-ghosts-are-ai-replicas-of-the-dead-an-innovative-medical-tool-or-an-ethical-nightmare
13. Women are more likely to be negatively impacted by the introduction of AI in the workplace: https://www.theguardian.com/business/2026/feb/04/women-tech-finance-higher-risk-ai-job-losses-report
14. Expanding AI from protein folding to genomics: https://spectrum.ieee.org/alphagenome-ai-gene-regulation
15. How AI can contribute to particle physics: https://spectrum.ieee.org/particle-physics-ai
16. A social media site for AI is rapidly becoming a security nightmare: https://arstechnica.com/ai/2026/02/the-rise-of-moltbook-suggests-viral-ai-prompts-may-be-the-next-big-security-threat/
17. AI coding tools are getting really good: https://arstechnica.com/ai/2026/01/developers-say-ai-coding-tools-work-and-thats-precisely-what-worries-them/
18. Apart from the question of why AI need their own social space, I suspect this is going to turn out to be nothing but slop: https://www.rnz.co.nz/news/business/585876/what-is-moltbook-the-social-networking-site-for-ai-bots-and-should-we-be-scared
19. AI can help with tutoring students, but should not replace human tutors: https://www.insidehighered.com/opinion/views/2026/02/03/ai-tutoring-no-substitute-peer-tutoring-opinion
20. AI driven web search is driving increases in web traffic: https://www.theregister.com/2026/02/04/ai_bot_traffic_web_browsers/
21. A mish-mash of regulations around AI is leaving the people responsible uncertain what to do: https://www.informationweek.com/machine-learning-ai/the-ai-regulatory-tug-of-war-caught-between-state-and-federal-mandates
22. Social media for AI is a huge security problem: https://www.theregister.com/2026/02/03/openclaw_security_problems/
23. Security concerns are a major impediment to AI adoption: https://www.techtarget.com/searchitoperations/news/366638794/AI-security-worries-stall-enterprise-production-deployments
24. Using AI to detect pump-and-dump scams: https://www.theregister.com/2026/02/03/south_korea_ai_stock_fraud/

IEEE Transactions on Cognitive and Developmental Systems, Volume 18, Issue 1, February 2026

1) Editorial: 2026 New Year Message From the Editor-in-Chief

Author(s): H. Tang

Pages: 2 - 2

2) Guest Editorial: Special Issue on Embodied Intelligence for Wearable Robotics

Author(s): H. Su, H. Xia, M. A. Laribi, H. Su, S. Alfayad

Pages: 3 - 5

3) A Systematic Review of Spiking Neural Networks for Human–Robot Interaction in Rehabilitative Wearable Robotics

Author(s): X. Zhang, Y. Cao, J. Huang, J. Liu, Z. -Q. Zhang

Pages: 6 - 21

4) A Gaze-Guided Human Locomotion Intention Recognition and Volitional Control Method for Knee-Ankle Prostheses

Author(s): X. Chen, Z. Chen, Y. Wang, S. Yin, C. Chen, J. Huang, C. Fu

Pages: 22 - 32

5) Optimizing Ergonomics for Robot-to-Human Object Handovers

Author(s): E. Ovur, R. Chacón Quesada, Y. Demiris

Pages: 33 - 42

6) AJaP: An Adaptive Network for Hip Joint Angle Prediction in Assistive Walking With Continual Learning

Author(s): Y. Zhang, J. Xiong, H. Xian, X. Chen, C. Fu, Y. Leng

Pages: 43 - 56

7) Embodied Perception, Interaction, and Cognition for Wearable Robotics: A Survey

Author(s): X. Wu, J. Liang, Y. Yu, G. Li, G. G. Yen, H. Yu

Pages: 57 - 74

8) An Event-Based Implementation of Saliency-Based Visual Attention for Rapid Scene Analysis

Author(s): C. S. Chane, E. Niebur, R. Benosman, S. -H. Ieng

Pages: 75 - 88

9) Spike-VAD: Efficient and Robust Spiking Neural Network for Voice Activity Detection

Author(s): K. Shi, M. Hou, X. Luo, D. Zhang, H. Liu, J. Wang

Pages: 89 - 101

10) EEG-Based Neurosteered Speaker Extraction in Cocktail Party Environment Without Stimulus Reconstruction

Author(s): H. Zhu, S. Cai

Pages: 102 - 112

11) Task-Agnostic Learning to Accomplish New Tasks

Author(s): X. Zhang, X. Wang, X. Liu, W. Wang, X. Fan, D. Zhao

Pages: 113 - 127

12) An Improved Artificial Potential Field Method With Distributed Representation and Scale-Invariant Path Planning

Author(s): F. Song, Y. Shao, D. Jiang, Z. Ren, F. Tang, Y. Tang, B. Si

Pages: 128 - 141

13) Cooperative Multiagent Advice Exchange via Topological Graph Learning

Author(s): S. Zhou, Y. Hou, Y. Wu, X. Yu, L. Zhou, H. Piao, Q. Zhang

Pages: 142 - 153

14) CPIG: Leveraging Consistency Policy With Intention Guidance for Multiagent Exploration

Author(s): Y. Fu, Y. Zhu, H. Li, Z. Zhao, J. Chai, D. Zhao

Pages: 154 - 166

15) A Game Theory Perspective for Multimanipulators With Unknown Kinematics

Author(s): Y. Tong, H. Liu, T. Yang, Z. Zhang

Pages: 167 - 185

16) Towards Diverse and Natural Stochastic Human Motion Prediction With a Novel Multiobjective Optimization Framework

Author(s): X. Gui, H. Yu, Y. Hou, Q. Zhang, D. Zhou

Pages: 186 - 200

17) Isokinetic Muscle Strength Training Based on Optimal Speed Planning

Author(s): J. Li, W. Zhang, S. Zuo, M. Dong

Pages: 201 - 213

18) Student-Pilot Error Prediction via Multimodal Physiological Signals and Tree-Based Models

Author(s): G. Barry, C. Johnstone, W. N. Caballero, P. R. Jenkins, C. -A. Chou, Y. Wang, C. Beauchene, H. Rao, N. Gaw

Pages: 214 - 227

19) Visual Large Language Models Exhibit Human-Level Cognitive Flexibility in the Wisconsin Card Sorting Test

Author(s): G. Hao, F. Alexandre, S. Yu

Pages: 228 - 238

20) Siamese Tracking Algorithm for UAVs Based on Biological Eagle-Eye Vision Mechanism

Author(s): P. Wang, Y. Deng, H. Duan, Y. Sun

Pages: 239 - 250

21) Adaptive Leg Motion Planning Method for Spherical Multiretractable Legged Robots Using Deep Reinforcement Learning

Author(s): F. Xu, X. Liu, X. Zhao, M. Yue, W. Xing

Pages: 251 - 262

22) BERN: A Novel Framework for Enhanced Emotion Recognition Through the Integration of EEG and Eye Movement Features

Author(s): N. Zhou, L. Jika, W. Wang, Y. Xie, Y. Du, Y. C. Soh

Pages: 263 - 275

23) Lightweight Streaming Keyword Spotting System Based on Resonate-and-Fire Neurons

Author(s): Y. Lan, Y. Zhang, H. Zhu

Pages: 276 - 287

Friday, February 6, 2026

Soft Computing, Volume 30, Issue 1, January 2026

1) A novel framework approach for liver cancer prediction using Integrated Randomize Gated Layer Recurrent NeuroNet (IRGLRN)

Author(s): M. Indumathi, M. Vanitha, V. Palanisamy

Pages: 1 - 13

2) An L-valued rough set model based on L-valued neighborhood systems

Author(s): Kamal El-Saady, Ayat A. Temraz

Pages: 15 - 31

3) Implications on function spaces: the extension construction

Author(s): Junsheng Qiao

Pages: 33 - 45

4) Bipolar argumentative semantics for t-norm based fuzzy logics

Author(s): Esther Anna Corsi

Pages: 47 - 72

5) Decision-making method based on N-soft fuzzy expert set

Author(s): Yanan Chen, Xiaoguang Zhou, Xin He

Pages: 73 - 89

6) A study on fuzzy plane and its application on fuzzy plane fitting

Author(s): Diksha Gupta

Pages: 91 - 105

7) Fuzzy clustering-based microaggregation for multi-view data with constraints

Author(s): Fatemeh Sadjadi, Vicenç Torra

Pages: 107 - 120

8) Novel fixed-time fuzzy sliding-mode synchronization schemes of two uncertain dissimilar chaotic systems

Author(s): A. Boulkroune, A. Boubellouta, F. Zouari

Pages: 121 - 139

9) A novel distance between picture fuzzy sets and its applications

Author(s): Minxia Luo, Hao Chen, Ruirui Zhao

Pages: 141 - 154

10) Unveiling excellence: a fuzzy-stochastic DEA approach to identifying top-performing chemical companies on the Tehran stock exchange

Author(s): Mohammad Izadikhah, Reza Farzipoor Saen

Pages: 155 - 176

11) The prediction of China’s natural gas production based on uncertain statistics

Author(s): Hongwei Wang, Xue Liu, Liying Liu

Pages: 177 - 188

12) Statistical inference on stress-strength reliability for the Marshall-Olkin family of distributions

Author(s): Gülce Cüran, Fatih Kızılaslan

Pages: 189 - 208

13) TKHN: efficient mining of top-K high utility itemsets with negative item values

Author(s): Kuldeep Singh, Rajiv Kumar, Dharmendra Prasad Mahato

Pages: 209 - 225

14) Predicting stress in automobile drivers using LSTMs with feature engineering

Author(s): Mehmet Yasin Ulukuş, Enes Ahmeti, Hatice Tekiner Moğulkoç

Pages: 227 - 239

15) Designing an integrated disaster relief supply chain network under uncertainty

Author(s): Leyla Fazli

Pages: 241 - 261

16) Enhancing sustainability and operational resilience: Robust optimization for mitigating lost sales through fuzzy shortage and energy efficiency in supply chains

Author(s): B. Karthick

Pages: 263 - 287

17) Power quality day-ahead optimisation in smart grid load using PDE component differentiate and deep learning long-term modelling applied to NWP

Author(s): Ladislav Zjavka

Pages: 289 - 301

18) Research on an efficient path planning algorithm based on adaptive sampling and dynamically constructed local informed sets

Author(s): Guo Gui, Pingqing Fan, Xipei Ma

Pages: 303 - 325

19) An enhanced variable neighborhood search algorithm for rich multi-compartment vehicle routing problems

Author(s): Olcay Polat, Can B. Kalayci, Duygu Topaloğlu

Pages: 327 - 352

20) A unified algorithm for inverse median facility location optimization on block graphs in uncertain environment

Author(s): Roghayeh Etemad, Behrooz Alizadeh, Somayeh Ahmadi

Pages: 353 - 364

21) A swarm-based multi-objective approach for sentiment-oriented generic summarization: application to tweets

Author(s): Jesus M. Sanchez-Gomez, Miguel A. Vega-Rodríguez, Carlos J. Pérez

Pages: 365 - 383

22) A programming framework for solving multi-objective multi-item solid transportation problem considering pollution and danger factors under uncertain environment

Author(s): Jiaxuan Zhu, Xiaoyue Qiu, Liying Liu

Pages: 385 - 396

23) Momentum-driven extended belief rule base for prediction in dynamic and uncertain environments

Author(s): Fengjie Sun

Pages: 397 - 417

24) A hybrid AI and blockchain framework for intelligent supply chain optimization with reinforcement learning-based inventory management, stochastic demand forecasting, and sustainable supplier selection

Author(s): Lalji Kumar, Uttam Kumar Khedlekar

Pages: 419 - 447

25) Detection of COVID-19 & non-COVID diseases from chest-X-rays using deep learning-based CNNs

Author(s): G. Divya Deepak, Subraya Krishna Bhat

Pages: 449 - 471

26) Numerical solution of a multi term time-fractional convection diffusion reaction equation with variable coefficients subjected to weakly singular solution

Author(s): Jyoti Yadav, Pradip Roul

Pages: 473 - 490

27) Biped robot’s locomotion in complex environment using different neural networks and Q learning

Author(s): Ruchi Panwar, N. Sukavanam

Pages: 491 - 513

28) Kabaddi optimization algorithm: a new game-inspired meta-heuristic for solving combined heat and power dispatch problem

Author(s): Pankaj Mathpal, Abhishek Srivastava, Dushmanta Kumar Das

Pages: 515 - 541

29) Adaptation of a novel intuitionistic fuzzy distance metric into TOPSIS, VIKOR, and CODAS methods: A case study on material selection for chest compression device body

Author(s): Ahmet Kağızman, Volkan Sezer

Pages: 543 - 559

30) Bitcoin price forecasting with a deep hybrid EMD-CNN-GRU model

Author(s): Xunfa Lu, Jinghao Shao, Hairong Cui

Pages: 561 - 580

31) Effective phishing website detection using CNN and SVM with adaptive hyperparameter optimization via BAT algorithms

Author(s): Santosh Kumar Birthriya, Priyanka Ahlawat, Ankit Kumar Jain

Pages: 581 - 592

32) An efficient real-time Arabic sign language recognition using MediaPipe and logistic regression techniques

Author(s): Abrar Elaoua, Mohamed Nadour, Ahmed Hafaifa

Pages: 593 - 615

33) Multi-boosting and machine learning for soil substrate water content prediction

Author(s): Marwan Kheimi, Abdollah Ramezani-Charmahineh, Mohammad Zounemat-Kermani

Pages: 617 - 633

34) Improved salp swarm algorithm for multi-resource job shop scheduling problem with buffer capacity constraints

Author(s): Bohan Zhang, Tianshuai Zuo, Zhaohe Wang

Pages: 635 - 652

35) PyTOaCNN: Topology optimization using an adaptive convolutional neural network in Python

Author(s): Khaish Singh Chadha, Prabhat Kumar

Pages: 653 - 673

36) Detection of COVID-19 using genomic image processing techniques with end-to-end structure deep learning models

Author(s): Muhammed S. Hammad, Vidan F. Ghoneim, Mai S. Mabrouk

Pages: 675 - 690

37) Classification of Alzheimer’s disease using advanced deep learning and ensemble techniques

Author(s): Viraj C. Desai, Sucharitha Shetty, T. Manoj

Pages: 691 - 711

38) Secure communication based on an impulsive and event-triggered synchronization control mechanism of fractional-order chaotic complex-valued memristive neural networks

Author(s): G. Narayanan, M. Syed Ali, R. Perumal

Pages: 713 - 734

39) AI-optimized analysis of hybrid nanoparticles-infused milk flow in a rapidly moving electromagnetic channel with oscillating thermal ramping

Author(s): Sayan Das, Poly Karmakar, Sanatan Das

Pages: 735 - 767

40) From urban transport model diversity to user preferences: A multilayer perceptron prediction

Author(s): Miguel Guillén-Pujadas, Orlando Lima Rua, Emili Vizuete-Luciano

Pages: 769 - 786

Thursday, February 5, 2026

Complex & Intelligent Systems, Volume 12, Issue 1, January 2026

1) STRNet: dual-branch synergistic network with interactive fusion for remote sensing semantic segmentation

Author(s): Minjun Zhai, Donghua Chen, Xing Guo

2) Enhancing image captioning with spatial relational attention and grid decoder

Author(s): Xin Deng, Yihuan Zhu, Honghua Xu

3) Adaptive task transition framework assisted evolutionary multitasking for constrained multi-objective optimization

Author(s): Xianpeng Sun, Xiaochuan Gao, Qianlong Dang

4) Toward safe and efficient shield tunneling: counterfactual reinforcement learning based multi-subsystem collaborative optimization

Author(s): Jing Lu, Min Hu, WenBo Zhou

5) GDA-RoadSeg: an improved road segmentation network with gated depthwise attention feature fusion

Author(s): Jianjun Ni, Wenpu Ma, Simon X. Yang

6) An entropy-regularized counterfactual framework for robust and generalizable ABSA

Author(s): Qian Deng, Haitong Yang, Youcheng Yan

7) Optimal scheduling method of carbon-green certificate trading virtual power plant via Q-learning-enhanced particle swarm algorithm

Author(s): Jiansheng Jin, Xinfu Pang, Zhedong Zheng

8) Dynamic feature scale and multi-scale fusion networks for polyp segmentation

Author(s): Nannan Huang, Abdul Hadi Abd Rahman, Hongqing Wang

9) ProTriPlay: A trinity framework for professional interactive theater based on LLM

Author(s): Yinglong Yu, Hao Shen, Yanyu Liu

10) An improved generalized evolutionary algorithm for constrained multimodal multiobjective optimization

Author(s): Caitong Yue, Wenhao Wu, Weifeng Guo

11) MTLCS: A cervical auxiliary classification strategy based on multi-task learning

Author(s): Li Wen, Xiaoqing Zhang, Jia Wu

12) Image captioning for life ecological experiment of China’s space station

Author(s): Yunfei Liu, Yizhao Wang, ShengYang Li

13) LISA: language independent sentiment analysis using graph neural networks

Author(s): Mohamed Zaki, Basheer Youssef, Mohamed Abd-Elrahem

14) A self-attention-based reinforcement learning approach for scheduling twin automated stacking cranes in container terminals

Author(s): Liangcai Dong, Yang Fan, Yuheng Liu

15) Data-driven evolutionary optimization with clustering aided ensemble learning and taylor polynomial-based data generation

Author(s): Long Zheng, Feichi Gu, Shunhuai Chen

16) Enhancing task-oriented robotic grasping via 3D affordance grounding from vision-language models

Author(s): Wenkai Chen, Shang-Ching Liu, Jianwei Zhang

17) A multi-UAV rapid post-disaster search and rescue method based on deep reinforcement learning

Author(s): Li Tan, Haixia Zhao

18) Time series prediction model based on transformer and LSTM for predicting the occurrence rate of mountain torrents

Author(s): Hongtao Zhang, Peng Zhi, Zhaxi Lengben

19) Beyond gaze points: augmenting eye movement with brainwave data for multimodal user authentication in extended reality

Author(s): Matin Fallahi, Patricia Arias-Cabarcos, Thorsten Strufe

20) ReqNet: an LLM-driven computational framework for automated requirements extraction from unstructured documents

Author(s): Summra Saleem, Muhammad Nabeel Asim, Andreas Dengel

21) Enhancing traffic flow prediction through multi-view attention mechanism and dilated convolutional networks

Author(s): Wei Li, Hao Wei, Wei Tao

22) Seed perception learning for weakly supervised semantic segmentation

Author(s): Wanchun Sun, Shujia Li, Xinyu Duan

23) Motion-temporal calibration network for continuous sign language recognition

Author(s): Hongguan Hu, Jianjun Peng, Di Wu

24) Dynamic RBFN with vector attention-guided feature selection for spam detection in social media

Author(s): E Elakkiya, Sumalatha Saleti, Arunkumar Balakrishnan

25) FedMGKD: a multi-granularity trusted knowledge distillation framework for edge personalized federated learning

Author(s): Ping Zhang, Wenlong Lu, An Bao

26) Stochastic optimization framework for capacity planning of hybrid solar PV–small hydropower systems using metaheuristic algorithms

Author(s): Edward B. Ssekulima, Amir H. Etemadi

27) Importance weighted variational graph autoencoder

Author(s): Yuhao Tao, Lin Guo, Shiqing Zhang

28) Integrating histopathology and genomic data: a comparative study of fusion methods for breast cancer survival prediction

Author(s): Younes Akbari, Faseela Abdullakutty, Rifat Hamoudi

29) Zero-shot realistic image deblurring with consistency model

Author(s): Zhaohan Wang, Chengjun Chen, Chenggang Dai

30) Homophily-aware multi-view graph clustering via multi-order filtering

Author(s): Runhua Hu, Xiaohua Ke, Yiming Liang

31) An efficient method for the support vector machine with minimax concave penalty in high dimensions

Author(s): Jin Yang, Ning Zhang, Yi Zhang

32) DA-RTDETR: domain-adaptive RT-DETR with feature fusion and category-level constraints

Author(s): Huantong Geng, Yingrui Wang, Zichen Fan

33) Temporal knowledge graph completion based on time embedding and time-frequency decoder

Author(s): Siling Feng, Peng Xu, Mengxing Huang

34) A memory constrained bayesian optimization via robust online memory estimation

Author(s): Befekadu Bekuretsion, Wolfgang Menzel, Solomon Teferra

35) Early detection of rumors based on propagation prediction in social media

Author(s): Lu Zhang, Yuguang Chen, Gaofeng He

36) A knowledge tracing based intelligent framework for formative assessment of students skills

Author(s): Akshat Khosla, Harpreet Singh, Jatin Bedi

37) DSG-FSOD: a few-shot object detection method based on deformable convolutions and attention integration

Author(s): Xuanhong Wang, Xian Wang, Yijun Zhang

38) Hierarchical reinforcement learning with opponent modeling for command and control system

Author(s): Tengda Li, Gang Wang, Xiangyu Liu

39) MAC2STI: Mamba network with autoregressive clustering for two-stage spatio-temporal imputation

Author(s): Jinyu Fan, Jun Ma, Hongtao Gai

40) Vulnerability disclosure through adaptive black-box adversarial attacks in network intrusion detection systems

Author(s): Sabrine Ennaji, Elhadj Benkhelifa, Luigi Vincenzo Mancini

41) A multi-stage optimization strategy for multi-UAV path planning in complex urban 3D environments with obstacle avoidance

Author(s): Gang Liu, Yu Tang, Mingwei Fang

42) Deep semantic-dependence proxy hashing with global and spatial informative embedding for multi-label remote sensing image retrieval

Author(s): Xinzheng Sui, Enhao Wang, Wenfeng Zhang

43) A hybrid decision-making model in a complex Fermatean picture fuzzy environment with application to emergency management

Author(s): Umar Ali, Junxiang Li, Sarbast Moslem

44) Modality-uncertainty-aware knowledge distillation framework for multimodal sentiment analysis

Author(s): Nan Wang, Qi Wang

45) GraphZOOM: subgraph black-box attack against inductive graph neural networks

Author(s): Ruixin Tang, Awei Moshili, Jinliang Lin

46) A UAV aerial image small object detection algorithm based on fine-grained feature preservation and multi-scale feature pyramid balancing

Author(s): Jian Luo, Kaixuan Chang, Yuanfa Ji

47) Predictive maintenance optimization for industrial equipment via reliable prognosis and risk-aware reinforcement learning

Author(s): Zifei Xu, Qiang Zhang

48) Named entity recognition and coreference resolution using prompt-based generative multimodal

Author(s): Qingchuan Zhang, Zexi Song, Min Zuo

49) A novel window-based hybrid attention network for low-dose CT image denoising

Author(s): Ju Zhang, Weiwei Gong, Yun Cheng

50) Robust real-time recognition of drones and birds in complex scenarios: a multimodal data fusion recognize approach

Author(s): Jincan Zhu, Jian Rong, Peichun Suo

51) Cooperation promotion in the spatial prisoner’s dilemma game through emotional and personality-based learning rules

Author(s): Huiping Li, Can Li, Yi Zhou

52) A knowledge distillation method based on detection transformer for farmland obstacle detection

Author(s): Wenjie Gao, Chaojie Yang, Tong Li

53) Unsupervised hyperlink prediction based on hypergraph random walk

Author(s): Yanlin Yang, Mingyuan Li, Haixing Zhao

54) Leveraging multi-agent framework for root cause analysis

Author(s): Feng Fu, Hong Ding, Dechao Xu

55) A decoupled time-optimized multi-robot path parameterization method

Author(s): Xianchao Sun, Yongsheng Luo, Jie Zhao

56) A social trust network-based hybrid fuzzy multi-criteria group decision-making approach for decarbonized and sustainable supplier selection

Author(s): Huzhi Xue, Haihua Xie, Butian Zhao

57) Surrogate-assisted cooperative coevolutionary optimization with a new grouping strategy for large-scale expensive problems

Author(s): Guochen Zhang, Lu Wang, Peiwei Tsai

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