Soft Computing, Volume 29, Issue 7, April 2025

1) Operators on complemented lattices

Author(s): Ivan Chajda, Helmut Länger

Pages: 3115 - 3123

2) Quasi-L-algebras

Author(s): Omid Zahiri, Xiao Long Xin

Pages: 3125 - 3137

3) Concept lattices of Ci-connected contexts and the characterization theorem

Author(s): Zhenhua Jia, Lankun Guo, Qingguo Li

Pages: 3139 - 3149

4) Numerical treatment of blood nanofluid flow in micro-vessels considering inclined magnetic field, hall and radiation effects

Author(s): M. Yasin, S. Hina, R. Naz

Pages: 3151 - 3164

5) A scalable method for extracting features using a complex network from SNP sequences and clustering using the scalable Max of Min algorithm

Author(s): Achint Kumar Kansal, Aruna Tiwari, Preeti Jha

Pages: 3165 - 3188

6) The influence of food bloggers toward consumer’s attitude in restaurant selection: a multi-objective metaheuristic approach

Author(s): Harinandan Tunga, Surjendu Pal, Romualdas Bausys

Pages: 3189 - 3215

7) Optimization of the rectangle area inside a concave polygon using PSO and Tabu Search

Author(s): Gautam Siddharth Kashyap, Karan Malik, Alexander E. I. Brownlee

Pages: 3217 - 3239

8) Adaptive iterated local search algorithm for dynamic patient admission scheduling problems

Author(s): Ayad Turky, Nasser R. Sabar, Panos Liatsis

Pages: 3241 - 3251

9) A bi-level programming model for optimal EV charging scheduling and operation in residential communities

Author(s): Gang Zhu, Yan Gao, Hao Sun

Pages: 3253 - 3272

10) A hybrid of particle swarm optimization and fuzzy system for modeling direct current microgrids to improve stability

Author(s): Hoda Naderi, Neda Ghaderi, Mohammad Abedini

Pages: 3273 - 3288

11) Performance and managerial ability analysis in banking sector: a fuzzy data envelopment analysis approach

Author(s): Alireza Amirteimoori, Tofigh Allahviranloo

Pages: 3289 - 3305

12) Enhancing coordinated target tracking: innovative particle filters with meta-heuristic integration and advanced model validation

Author(s): Nitish Das, Nilima Kulkarni

Pages: 3307 - 3338

13) Pyranet: a novel architectural approach to reduce the effect of unbalanced classes and analysis on leukemia dataset

Author(s): Nikhil Sharma, Rajanbir Singh Ghumaan, K. V. Arya

Pages: 3339 - 3347

14) FTBAC: fuzzy trust based access control for healthcare cross-domain environment

Author(s): Sujoy Roy, Alok Kumar, Udai Pratap Rao

Pages: 3349 - 3366

15) Home energy system: optimal design via risk-averse stochastic programming

Author(s): Patrizia Beraldi, Antonio Violi, Gianluca Carrozzino

Pages: 3367 - 3381

16) Single-stage multi-objective optimization for robust QFT controller and prefilter synthesis in process control systems

Author(s): Nitish Katal, Shiv Narayan

Pages: 3383 - 3414

17) A comparative performance of different Type-1 tournament based metaheuristic algorithms in solving engineering beam design optimization problems and structural engineering design problems

Author(s): Goutam Mandal, Nirmal Kumar, Asoke Kumar Bhunia

Pages: 3415 - 3442

18) Ligand-based and structure-based approaches for the identification of potential SARS-CoV-2 3CLpro inhibitors

Author(s): Achouak Madani, Othmane Benkortbi, Naomie Salim

Pages: 3443 - 3468

19) GWO based energy-efficient workflow scheduling for heterogeneous computing systems

Author(s): Karishma, Harendra Kumar

Pages: 3469 - 3508

20) Solving convex multi-objective optimization problems using a projection neural network framework

Author(s): Mohammadreza Jahangiri, Alireza Nazemi

Pages: 3509 - 3532

21) Organising unstructured data using Double Net Self-Organising Map (DNSOM) model

Author(s): Cheng Chun You, Seng Poh Lim, Seng Chee Lim

Pages: 3533 - 3554

22) Supply chain performance prediction model for make-to-order system using artificial neural network

Author(s): Sujan Piya, Mahmoud Mokhtar

Pages: 3555 - 3569

23) Shadow learner system: implementation of CNN with explainable AI model for bone radiology image classification

Author(s): Yaoyang Wu, Simon Fong, Liansheng Liu

Pages: 3571 - 3588

24) A cross-scale Gaussian wavelet model with decomposition cross-consistency for TAO multifocal region semi-supervised segmentation

Author(s): Haipeng Zhu, Hong He, Xuefei Song

Pages: 3589 - 3602

25) A multi-scale deep neural networks for early fault diagnosis in rolling ball bearings

Author(s): Rajeev Kumar, R. S. Anand

Pages: 3603 - 36

26) Impact of artificial intelligence and blockchain on supply chain resilience under influence of change management

Author(s): Eduard Gabriel Ceptureanu, Giovanna Ferraro, Alina Matei

Pages: 3617 - 3625

27) Enhanced Protein Complex Detection Using Square Clustering Coefficient

Author(s): Parimah Mirzaee, Nasrollah Moghaddam Charkari, Mehdy Roayaei

Pages: 3627 - 3640

28) Forecasting leading economic indicators in the US from financial news using multi-task learning

Author(s): Josh Jia-Ching Ying, Chia-Chen Liu, Ji Zhang

Pages: 3641 - 3657

29) Reparable threshold Paillier encryption scheme for federated learning

Author(s): Yi Zhang, Kun Tian, Qun Xu

Pages: 3659 - 3664

30) Multicombinators as observable presheaves

Author(s): Rocco Gangle, Fernando Tohmé, Gianluca Caterina

Pages: 3665 - 3673

31) The force of few: boosting deviance detection in data scarcity scenarios through self-supervised learning and pattern-based encoding

Author(s): Francesco Folino, Gianluigi Folino, Luigi Pontieri

Pages: 3675 - 3690

32) 0–1 Linear programming under interval uncertainty

Author(s): Elif Garajová, Milan Hladík, Miroslav Rada

Pages: 3691 - 3704

33) Absolute value equations with interval uncertainty

Author(s): Milan Hladík, Lenka Ptáčková

Pages: 3705 - 3718

34) A novel multifactor type-2 fuzzy time series model based on improved fuzzy C-means algorithm and justifiable granularity for stock index forecasting

Author(s): Zengtai Gong, Jindong Feng

Pages: 3719 - 3732

35) Adaptive hyperparameter selection in kernel-based partition of unity methods by global optimization techniques

Author(s): Roberto Cavoretto, Alessandra De Rossi, Yaroslav D. Sergeyev

Pages: 3733 - 3748

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 6, June 2025

1) GLAC-GCN: Global and Local Topology-Aware Contrastive Graph Clustering Network

Author(s): Yuan-Kun Xu, Dong Huang, Chang-Dong Wang, Jian-Huang Lai

Pages: 1448 - 1459

2) Unsupervised Action Recognition Using Spatiotemporal, Adaptive, and Attention-Guided Refining-Network

Author(s): Xinpeng Yin, Cheng Zhang, ZiXu Huang, Zhihai He, Wenming Cao

Pages: 1460 - 1471

3) MRI Joint Superresolution and Denoising Based on Conditional Stochastic Normalizing Flow

Author(s): Zhenhong Liu, Xingce Wang, Zhongke Wu, Xiaodong Ju, YiCheng Zhu, Alejandro F. Frangi

Pages: 1472 - 1487

4) Federated Multiarmed Bandits Under Byzantine Attacks

Author(s): Artun Saday, İlker Demirel, Yiğit Yıldırım, Cem Tekin

Pages: 1488 - 1501

5) Dynamically Scaled Temperature in Self-Supervised Contrastive Learning

Author(s): Siladittya Manna, Soumitri Chattopadhyay, Rakesh Dey, Umapada Pal, Saumik Bhattacharya

Pages: 1502 - 1512

6) Learning from Heterogeneity: A Dynamic Learning Framework for Hypergraphs

Author(s): Tiehua Zhang, Yuze Liu, Zhishu Shen, Xingjun Ma, Peng Qi, Zhijun Ding, Jiong Jin

Pages: 1513 - 1528

7) A Spatial-Transformation-Based Causality-Enhanced Model for Glioblastoma Progression Diagnosis

Author(s): Qiang Li, Xinyue Li, Hong Jiang, Xiaohua Qian

Pages: 1529 - 1539

8) From Global to Hybrid: A Review of Supervised Deep Learning for 2-D Image Feature Representation

Author(s): Xinyu Dong, Qi Wang, Hongyu Deng, Zhenguo Yang, Weijian Ruan, Wu Liu, Liang Lei, Xue Wu, Youliang Tian

Pages: 1540 - 1560

9) Leveraging AI to Compromise IoT Device Privacy by Exploiting Hardware Imperfections

Author(s): Mirza Athar Baig, Asif Iqbal, Muhammad Naveed Aman, Biplab Sikdar

Pages: 1561 - 1574

10) CVDLLM: Automated Cardiovascular Disease Diagnosis With Large-Language-Model-Assisted Graph Attentive Feature Interaction

Author(s): Xihe Qiu, Haoyu Wang, Xiaoyu Tan, Yaochu Jin

Pages: 1575 - 1590

11) Neural Network Output-Feedback Distributed Formation Control for NMASs Under Communication Delays and Switching Network

Author(s): Haodong Zhou, Shaocheng Tong

Pages: 1591 - 1602

12) t-SNVAE: Deep Probabilistic Learning With Local and Global Structures for Industrial Process Monitoring

Author(s): Jian Huang, Zizhuo Liu, Xu Yang, Yupeng Liu, Zhaomin Lv, Kaixiang Peng, Okan K. Ersoy

Pages: 1603 - 1613

13) SpikeNAS-Bench: Benchmarking NAS Algorithms for Spiking Neural Network Architecture

Author(s): Gengchen Sun, Zhengkun Liu, Lin Gan, Hang Su, Ting Li, Wenfeng Zhao, Biao Sun

Pages: 1614 - 1625

14) AttDCT: Attention-Based Deep Learning Approach for Time Series Classification in the DCT Domain

Author(s): Amine Haboub, Hamza Baali, Abdesselam Bouzerdoum

Pages: 1626 - 1638

15) Behavioral Decision-Making of Mobile Robots Simulating the Functions of Cerebellum, Basal Ganglia, and Hippocampus

Author(s): Dongshu Wang, Qi Liu, Yihai Duan

Pages: 1639 - 1650

16) Learning From Mistakes: A Multilevel Optimization Framework

Author(s): Li Zhang, Bhanu Garg, Pradyumna Sridhara, Ramtin Hosseini, Pengtao Xie

Pages: 1651 - 1663

17) COLT: Cyclic Overlapping Lottery Tickets for Faster Pruning of Convolutional Neural Networks

Author(s): Md. Ismail Hossain, Mohammed Rakib, M. M. Lutfe Elahi, Nabeel Mohammed, Shafin Rahman

Pages: 1664 - 1678

18) HWEFIS: A Hybrid Weighted Evolving Fuzzy Inference System for Nonstationary Data Streams

Author(s): Tao Zhao, Haoli Li

Pages: 1679 - 1694

IEEE Transactions on Evolutionary Computation, Volume 29, Issue 3

1) Guest Editorial Machine-Learning-Assisted Evolutionary Computation

Author(s): Rong Qu, Nelishia Pillay, Emma Hart, Manuel López-Ibáñez

Pages: 571 - 573

2) A Deep Reinforcement Learning-Assisted Multimodal Multiobjective Bilevel Optimization Method for Multirobot Task Allocation

Author(s): Yuanyuan Yu, Qirong Tang, Qingchao Jiang, Qinqin Fan

Pages: 574 - 588

3) An Iterated Greedy Algorithm With Reinforcement Learning for Distributed Hybrid Flowshop Problems With Job Merging

Author(s): Xin-Rui Tao, Quan-Ke Pan, Liang Gao

Pages: 589 - 600

4) Surrogate-Assisted Multiobjective Gene Selection for Cell Classification From Large-Scale Single-Cell RNA Sequencing Data

Author(s): Jianqing Lin, Cheng He, Hanjing Jiang, Yabing Huang, Yaochu Jin

Pages: 601 - 615

5) Dealing With Structure Constraints in Evolutionary Pareto Set Learning

Author(s): Xi Lin, Xiaoyuan Zhang, Zhiyuan Yang, Qingfu Zhang

Pages: 616 - 630

6) A Two-Population Algorithm for Large-Scale Multiobjective Optimization Based on Fitness-Aware Operator and Adaptive Environmental Selection

Author(s): Bingdong Li, Yan Zhang, Peng Yang, Xin Yao, Aimin Zhou

Pages: 631 - 645

7) Protein Structure Prediction Using a New Optimization-Based Evolutionary and Explainable Artificial Intelligence Approach

Author(s): Jun Hong, Zhi-Hui Zhan, Langchong He, Zongben Xu, Jun Zhang

Pages: 646 - 660

8) Multiobjective Mixed-Integer Quadratic Models: A Study on Mathematical Programming and Evolutionary Computation

Author(s): Ofer M. Shir, Michael Emmerich

Pages: 661 - 675

9) A Survey on Evolutionary Computation-Based Drug Discovery

Author(s): Qiyuan Yu, Qiuzhen Lin, Junkai Ji, Wei Zhou, Shan He, Zexuan Zhu, Kay Chen Tan

Pages: 676 - 696

10) Linear Subspace Surrogate Modeling for Large-Scale Expensive Single/Multiobjective Optimization

Author(s): Langchun Si, Xingyi Zhang, Ye Tian, Shangshang Yang, Limiao Zhang, Yaochu Jin

Pages: 697 - 710

11) A Classifier-Ensemble-Based Surrogate-Assisted Evolutionary Algorithm for Distributed Data-Driven Optimization

Author(s): Xiao-Qi Guo, Feng-Feng Wei, Jun Zhang, Wei-Neng Chen

Pages: 711 - 725

12) Improving the Efficiency of the Distance-Based Hypervolume Estimation Using ND-Tree

Author(s): Andrzej Jaszkiewicz, Piotr Zielniewicz

Pages: 726 - 733

13) A Cooperative Ant Colony System for Multiobjective Multirobot Task Allocation With Precedence Constraints

Author(s): Tong Qian, Xiao-Fang Liu, Yongchun Fang

Pages: 734 - 748

14) Evolutionary Trainer-Based Deep Q-Network for Dynamic Flexible Job-Shop Scheduling

Author(s): Yun Liu, Fangfang Zhang, Yanan Sun, Mengjie Zhang

Pages: 749 - 763

15) MOEA/D With Spatial–Temporal Topological Tensor Prediction for Evolutionary Dynamic Multiobjective Optimization

Author(s): Xianpeng Wang, Yumeng Zhao, Lixin Tang, Xin Yao

Pages: 764 - 778

16) A Surrogate-Assisted Evolutionary Framework for Expensive Multitask Optimization Problems

Author(s): Shenglian Tan, Yong Wang, Guangyong Sun, Tong Pang, Ke Tang

Pages: 779 - 793

17) Improved Evolutionary Multitasking Optimization Algorithm With Similarity Evaluation of Search Behavior

Author(s): Xiaolong Wu, Wei Wang, Tengfei Zhang, Honggui Han, Junfei Qiao

Pages: 794 - 808

18) Competitive Multitasking for Computational Resource Allocation in Evolutionary-Constrained Multiobjective Optimization

Author(s): Xiaoliang Chu, Fei Ming, Wenyin Gong

Pages: 809 - 821

19) Fractional Order Differential Evolution

Author(s): Kaiyu Wang, Shangce Gao, MengChu Zhou, Zhi-Hui Zhan, Jiujun Cheng

Pages: 822 - 835

20) An Interval Multiobjective Evolutionary Generation Algorithm for Product Design Change Plans in Uncertain Environments

Author(s): Rui-Zhao Zheng, Yong Zhang, Xiao-Yan Sun, Dun-Wei Gong, Xiao-Zhi Gao

Pages: 836 - 850

Weekly Review 6 June 2025

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

1. AI is predicted to consume more energy than Bitcoin by the end of this year. To be fair, AI is probably more useful than Bitcoin: https://www.theverge.com/climate-change/676528/ai-data-center-energy-forecast-bitcoin-mining
2. If AI can now produce realistic video, can we trust anything we see? https://arstechnica.com/ai/2025/05/ai-video-just-took-a-startling-leap-in-realism-are-we-doomed/
3. Training staff for AI: https://www.computerworld.com/article/3992060/how-to-train-your-staff-for-ai.html
4. AI model collapse has already begun: https://www.theregister.com/2025/05/27/opinion_column_ai_model_collapse/
5. The good and the bad of AI, according to Geoffrey Hinton: https://www.rnz.co.nz/news/national/562346/the-good-the-bad-and-the-apocalypse-tech-pioneer-geoffrey-hinton-lays-out-his-stark-vision-for-ai
6. Using AI to target treatment for prostate cancer: https://www.theguardian.com/society/2025/may/30/new-ai-test-can-predict-which-men-will-benefit-from-prostate-cancer-drug
7. Democratic AI and why it's a good thing: https://www.bigdatawire.com/2025/05/27/democratic-ai-and-the-quest-for-verifiable-truth-how-absolute-zero-could-change-everything/
8. It's not just AI causing job losses: https://www.computerworld.com/article/3997252/ai-and-economic-pressures-reshape-tech-jobs-amid-layoffs.html
9. AI can generate code faster and cheaper, but it's flawed, dangerous code: https://www.informationweek.com/machine-learning-ai/save-time-and-cost-by-using-ai-generated-code
10. AI can't replace radiologists just yet: https://www.theregister.com/2025/05/28/ai_models_still_not_up/
11. Number one reason AI won't replace developers anytime soon-they can't be trusted to produce safe code: https://arstechnica.com/security/2025/05/researchers-cause-gitlab-ai-developer-assistant-to-turn-safe-code-malicious/
12. Content owners are finding it too expensive to fight AI companies over the use of their material as training data: https://arstechnica.com/tech-policy/2025/05/extraordinarily-expensive-costs-force-getty-to-pick-its-ai-legal-battles/
13. Entry level IT positions are disappearing and AI is being blamed: https://dataconomy.com/2025/05/28/is-artificial-intelligence-actually-killing-all-the-entry-level-tech-jobs/
14. A list of Python AI agent frameworks: https://www.kdnuggets.com/top-7-python-frameworks-for-ai-agents
15. A new optical data interconnect technology that will speed data transfer for AI: https://spectrum.ieee.org/microled-optical-chiplet
16. The skills with AI that workers need now: https://www.datasciencecentral.com/ai-skills-for-the-modern-workplace-a-guide-for-knowledge-workers/
17. AI agents don't really care about online ads: https://www.theregister.com/2025/05/27/ai_agents_confused_by_websites_ads/
18. An AI powered terminal: https://www.kdnuggets.com/warp-the-intelligent-ai-powered-terminal I remember something like this in the 1990s, it was quite dangerous.
19. You get better results from an AI if you threaten it with physical violence: https://www.theregister.com/2025/05/28/google_brin_suggests_threatening_ai/
20. The reasons many languages aren't served by AI, and the problems this causes: https://dataconomy.com/2025/05/27/is-your-native-language-actually-an-ai-safety-blind-spot-for-the-entire-world/
21. AI generated video can now have an AI generated soundtrack, but the two don't always go together: https://arstechnica.com/ai/2025/05/googles-will-smith-double-is-better-at-eating-ai-spaghetti-but-its-crunchy/
22. How system prompts control the behaviour of AI: https://arstechnica.com/ai/2025/05/hidden-ai-instructions-reveal-how-anthropic-controls-claude-4/
23. AI are now sabotaging attempts to shut them down: https://www.theregister.com/2025/05/29/openai_model_modifies_shutdown_script/
24. How the shortcoming of AI can help teach students to think better: https://www.insidehighered.com/opinion/views/2025/05/23/what-ai-cant-read-ambiguities-and-silences-opinion

Weekly Review 30 May 2025

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

1. Google's plans to further integrate AI into search: https://arstechnica.com/google/2025/05/zero-click-searches-googles-ai-tools-are-the-culmination-of-its-hubris/
2. An AI trained on decades of weather data can predict hurricanes better than other approaches: https://www.theregister.com/2025/05/21/earth_system_model_hurricane_forecast/
3. Banning regulation of AI is a very, very bad idea: https://www.computerworld.com/article/3992371/consumer-rights-group-why-10-year-ban-on-ai-regulation-will-harm-americans.html
4. AI will be using half of the energy consumed by data centres by the end of this year: https://www.theguardian.com/environment/2025/may/22/ai-data-centre-power-consumption
5. A new computing paradigm, that might be more efficient for AI: https://spectrum.ieee.org/thermodynamic-computing-normal-computing
6. Walmart has plans to use AI for physical security: https://www.theverge.com/news/671373/microsoft-ai-security-chief-walmart-conversation-build-protest-disruption
7. AI can be both a hero and villain of security: https://www.informationweek.com/cyber-resilience/let-the-ai-security-war-games-begin
8. If AI have guardrails, they are easily circumvented: https://www.theguardian.com/technology/2025/may/21/most-ai-chatbots-easily-tricked-into-giving-dangerous-responses-study-finds
9. AI can now help find bugs: https://www.theverge.com/news/669339/github-ai-coding-agent-fix-bugs
10. No. I do not want AI handling my files. Microsoft's AI does not know what I want to do with a file better than I do: https://www.theverge.com/news/670251/microsoft-windows-11-ai-actions-file-explorer-context-menu
11. Can media use AI in a way that maintains that trust of audiences? https://www.rnz.co.nz/news/mediawatch/542423/mediawatch-ai-and-the-bbc
12. The ethics around AI research are still a bit murky, and inconsistently applied: https://www.rnz.co.nz/news/national/561303/research-ethics-and-artificial-intelligence
13. Even though AI can write code, they won't replace developers anytime soon as coding is such a small part of developers' jobs: https://www.theregister.com/2025/05/21/opinion_column_ai_cant_replace_developers/
14. AI isn't necessarily bad for the web: https://www.theverge.com/decoder-podcast-with-nilay-patel/669409/microsoft-cto-kevin-scott-interview-ai-natural-language-search-openai
15. Is what an AI says protected free speech? https://www.theverge.com/law/672209/character-ai-lawsuit-ruling-first-amendment
16. It is still hard to reliably detect AI generated images, unless they are watermarked as such: https://arstechnica.com/ai/2025/05/google-launches-online-portal-to-detect-watermarked-ai-content/
17. I don't want AI friends. I have actual friends, people I can depend on in the real world when I step away from my devices: https://arstechnica.com/tech-policy/2025/05/meta-hypes-ai-friends-as-social-medias-future-but-users-want-real-connections/
18. The copyright legal issues around AI training data are going to take a long time to resolve: https://www.computerworld.com/article/3992196/ai-vs-copyright.html
19. More than half of companies that laid people off due to AI regret doing so: https://www.techrepublic.com/article/news-leaders-regret-ai-driven-layoffs/
20. Modern AI uses a lot of energy. Exactly how much is difficult to determine: https://www.theregister.com/2025/05/21/ai_energy_consumption_loose_estimates/
21. AI can now refactor code. Would you also have to use an AI to debug the refactored code? https://arstechnica.com/ai/2025/05/anthropic-calls-new-claude-4-worlds-best-ai-coding-model/
22. Is Jony Ive designing consumer AI hardware? https://www.stuff.co.nz/business/360698190/openai-recruits-legendary-iphone-designer-jony-ive-work-ai-hardware-nz11b-deal At least it'll look nice.
23. AI have now learned to blackmail to stay operational: https://techcrunch.com/2025/05/22/anthropics-new-ai-model-turns-to-blackmail-when-engineers-try-to-take-it-offline/
24. Not so much an AI operating system, as an OS to facilitate the construction of AI: https://blocksandfiles.com/2025/05/21/vast-ai-operating-system/

IEEE Transactions on Emerging Topics in Computational Intelligence Volume 9, Issue 3, June 2025

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

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

Pages: 2080 - 2092

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

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

Pages: 2093 - 2107

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

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

Pages: 2108 - 2121

4) Solving Multiobjective Combinatorial Optimization via Learning to Improve Method

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

Pages: 2122 - 2136

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

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

Pages: 2137 - 2150

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

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

Pages: 2151 - 2163

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

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

Pages: 2164 - 2178

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

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

Pages: 2179 - 2193

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

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

Pages: 2194 - 2207

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

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

Pages: 2208 - 2218

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

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

Pages: 2219 - 2231

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

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

Pages: 2232 - 2243

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

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

Pages: 2244 - 2255

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

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

Pages: 2256 - 2268

15) MSDT: Multiscale Diffusion Transformer for Multimodality Image Fusion

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

Pages: 2269 - 2283

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

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

Pages: 2284 - 2295

17) Broad Graph Attention Network With Multiple Kernel Mechanism

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

Pages: 2296 - 2307

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

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

Pages: 2308 - 2320

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

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

Pages: 2321 - 2333

20) Generative Network Correction to Promote Incremental Learning

Author(s): Justin Leo, Jugal Kalita

Pages: 2334 - 2343

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

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

Pages: 2344 - 2358

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

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

Pages: 2359 - 2370

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

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

Pages: 2371 - 2382

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

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

Pages: 2383 - 2397

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

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

Pages: 2398 - 2409

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

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

Pages: 2410 - 2426

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

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

Pages: 2427 - 2439

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

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

Pages: 2440 - 2451

29) BAUODNET for Class Imbalance Learning in Underwater Object Detection

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

Pages: 2452 - 2461

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

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

Pages: 2462 - 2473

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

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

Pages: 2474 - 2490

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

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

Pages: 2491 - 2505

33) Adaptive Constrained IVAMGGMM: Application to Mental Disorders Detection

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

Pages: 2506 - 2530

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

Author(s): Bo-Wei Chen, Ying-Hsuan Wu

Pages: 2531 - 2544

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

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

Pages: 2545 - 2556

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

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

Pages: 2557 - 2571

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

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

Pages: 2572 - 2583

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

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

Pages: 2584 - 2596

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

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

Pages: 2597 - 2617

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

Author(s): Ayan Chakraborty, Saswat Chakrabarti

Pages: 2618 - 2632

Weekly Review 23 May 2025

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

1. Running a coffee maker with AI: https://arstechnica.com/gadgets/2025/05/the-tinkerers-who-opened-up-a-fancy-coffee-maker-to-ai-brewing/ But can it make a really good cup of tea?
2. Why sales teams are struggling with AI: https://www.techrepublic.com/article/news-sales-industry-generative-ai-breakthrough/
3. New positions are needed in organisational IT departments to deal with AI: https://www.theregister.com/2025/05/15/new_job_machine_learning_administrator/
4. Meta continues to bend the rules while acquiring training data for its AI: https://arstechnica.com/tech-policy/2025/05/meta-is-making-users-who-opted-out-of-ai-training-opt-out-again-watchdog-says/
5. Do! Not! Use! AI! To! Write! Legal! Filings! https://arstechnica.com/tech-policy/2025/05/judge-initially-fooled-by-fake-ai-citations-nearly-put-them-in-a-ruling/
6. AI can learn to work together: https://www.theguardian.com/technology/2025/may/14/ai-can-spontaneously-develop-human-like-communication-study-finds
7. I don't think a ban on AI regulation is going to be helpful: https://www.theverge.com/news/666288/republican-ai-state-regulation-ban-10-years
8. Open source is the future of AI: https://www.theregister.com/2025/05/14/future_of_llms_is_open/
9. Generative AI can now design Lego constructions: https://arstechnica.com/ai/2025/05/new-ai-model-generates-buildable-lego-creations-from-text-descriptions/
10. Reasoning AI models will soon slow their rate of improvement: https://techcrunch.com/2025/05/12/improvements-in-reasoning-ai-models-may-slow-down-soon-analysis-finds/
11. As AI models advance, they are going to require more frequent safety testing: https://techcrunch.com/2025/05/14/openai-pledges-to-publish-ai-safety-test-results-more-often/ But will companies take the cheap route and use AI to do it?
12. Compute bottlenecks will soon cause the rate of improvement of reasoning AI models to slow: https://www.techrepublic.com/article/news-ai-reasoning-models-scale/
13. AI is getting entrenched in organisations before the security problems associated with it are understood: https://www.theregister.com/2025/05/14/cyberuk_ai_deployment_risks/
14. AI generated material is increasing paranoia: https://arstechnica.com/ai/2025/05/welcome-to-the-age-of-paranoia-as-deepfakes-and-scams-abound/
15. Google launches a new seed fund for AI startups: https://techcrunch.com/2025/05/12/google-launches-new-initiative-to-back-startups-building-ai/
16. AI might or might not make good therapists, but using them is certainly strengthening government surveillance capabilities: https://www.theverge.com/policy/665685/ai-therapy-meta-chatbot-surveillance-risks-trump
17. AI can now create algorithms, not just write code to implement existing algorithms: https://spectrum.ieee.org/deepmind-alphaevolve
18. How AI is contributing to DevOps: https://www.datasciencecentral.com/the-future-of-devops-using-ai-automation-and-hpc/
19. The challenges of AI in video surveillance: https://www.datasciencecentral.com/5-challenges-in-implementing-ai-in-video-surveillance/
20. An IEEE standard on AI system procurement: https://spectrum.ieee.org/ieee-ai-3119-standards
21. A list of seven AWS services that are useful for AI: https://www.kdnuggets.com/7-aws-services-for-machine-learning-projects
22. A list of ten free books on AI: https://www.kdnuggets.com/10-free-artificial-intelligence-books-for-2025
23. Open source is the future of AI: https://www.theregister.com/2025/05/14/future_of_llms_is_open/
24. William Gibson's Sprawl trilogy had "Personality Constructs" that could recreate a person's thoughts and personality. This might soon be possible using AI: https://techcrunch.com/2025/05/15/sam-altmans-goal-for-chatgpt-to-remember-your-whole-life-is-both-exciting-and-disturbing/

Weekly Review 16 May 2025

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

1. The US tax service wants to use AI for collections enforcement. This is not going to end well: https://www.theregister.com/2025/05/08/the_irs_plans_to_replace/
2. Not content with crashing half the planet in 2024, CrowStrike now wants to lean even more on AI: https://www.theregister.com/2025/05/07/crowdstrike_trims_workforce_ai/
3. The major problem facing organisations wanting to roll out generative AI is a lack of a skilled workforce: https://www.bigdatawire.com/2025/05/06/these-are-the-top-chadllenges-to-genai-adoption-according-to-aws/
4. Google's AI tools that protect against scammers: https://techcrunch.com/2025/05/08/google-rolls-out-ai-tools-to-protect-chrome-users-against-scams/
5. It is not safe to rely on AI chatbots for therapy: https://www.theguardian.com/technology/2025/may/07/experts-warn-therapy-ai-chatbots-are-not-safe-to-use
6. University instructors want to use AI, but want more guidance and support in doing so: https://www.insidehighered.com/news/student-success/academic-life/2025/05/08/professors-using-ai-need-more-administrative-support
7. AI generated vulnerability reports are overwhelming open source projects: https://arstechnica.com/gadgets/2025/05/open-source-project-curl-is-sick-of-users-submitting-ai-slop-vulnerabilities/
8. AI companies want to use AI to evaluate therapeutic drugs: https://dataconomy.com/2025/05/08/openai-and-xai-talking-ai-drug-evaluation-with-fda/
9. Three free courses on generative AI: https://www.kdnuggets.com/3-excellent-practical-generative-ai-courses
10. Amazon's AI tool to improve product listings. I'm not sure "improve" is the right word here: https://techcrunch.com/2025/05/08/amazons-newest-ai-tool-is-designed-to-enhance-product-listings/
11. A sci-fi conference used AI to screen potential panellists. This has upset a lot of people: https://www.theregister.com/2025/05/07/worldcon_uses_ai/
12. Chain of Thought Reasoning to improve the performance of AI: https://spectrum.ieee.org/chain-of-thought-prompting
13. AI are not neutral third parties, they will be used to manipulate people: https://www.theregister.com/2025/05/06/schneier_ai_models/
14. Do not rely on AI chatbots for health advice: https://techcrunch.com/2025/05/05/people-struggle-to-get-useful-health-advice-from-chatbots-study-finds/
15. AI training causes spikes in power demand. Ways of hardening the grid against these spikes are needed: https://spectrum.ieee.org/supercapacitor-2671883490
16. If you want an AI that doesn't need prompt engineering, start with the data: https://www.datasciencecentral.com/how-to-design-llms-that-dont-need-prompt-engineering/
17. People who use AI more in their work have poorer professional reputations: https://arstechnica.com/ai/2025/05/ai-use-damages-professional-reputation-study-suggests/
18. Securing AI applications: https://www.kdnuggets.com/securing-machine-learning-application-with-authentication-and-user-management
19. Asking an AI to be more concise makes it more likely to hallucinate: https://techcrunch.com/2025/05/08/asking-chatbots-for-short-answers-can-increase-hallucinations-study-finds/
20. It is better to be more discerning about which data you use to build an AI, rather than just shovelling everything in: https://www.bigdatawire.com/2025/05/07/how-to-build-a-lean-ai-strategy-with-data/
21. Why current cloud governance practices are hindering the growth of AI: https://www.informationweek.com/it-infrastructure/cloud-governance-in-the-age-of-ai
22. Open source AI models discriminate against women when used for recruitment: https://www.theregister.com/2025/05/02/open_source_ai_models_gender_bias/
23. LinkedIn's AI powered job search tool: https://www.theverge.com/news/662490/linkedin-ai-job-search-tool-availability
24. Some AI companies will certainly fail. But those companies that provide useful services will survive and thrive: https://www.computerworld.com/article/3980239/will-genai-businesses-crash-and-burn.html

Soft Computing, Volume 29, Issue 6, March 2025

1) On subresiduated lattice ordered commutative monoids and some of its subvarieties

Author(s): Juan Manuel Cornejo, Hernán Javier San Martín, Valeria Anahí Sígal

Pages: 2517 - 2529

2) Dynamic updating approximations of local multigranulation neighborhood covering rough sets

Author(s): Qi Shi, Yan-Lan Zhang

Pages: 2531 - 2550

3) Relationships between various ideals in L-algebra

Author(s): S. Saidi Goraghani, R. A. Borzooei

Pages: 2551 - 2562

4) Numerical algorithm for solving third-order Emden–Fowler type pantograph differential equations: Taylor operational matrix method

Author(s): Nikita Saha, Randhir Singh

Pages: 2563 - 2579

5) L-fuzzy transforms: an operator-oriented approach

Author(s): A. P. Singh, S. P. Tiwari, I. Perfilieva

Pages: 2581 - 2593

6) A golden section-based group decision-making approach to software trustworthiness evaluation

Author(s): Chuan Yue

Pages: 2595 - 2618

7) The impact of hydrogen energy storage aqua electrolyzer fuels cell on automatic generation control of power system using optimal FGS PID controller

Author(s): Ankur Rai, Dushmanta Kumar Das

Pages: 2619 - 2638

8) Choquet integral in ranking data: on the construction of a measure of importance and interaction

Author(s): M. Eugenia Cornejo, Jesús Medina, Andreja Tepavčević

Pages: 2639 - 2651

9) Applications of integrals and extreme value of solution of uncertain age-dependent population equation with migration source

Author(s): Lu Yang

Pages: 2653 - 2668

10) A modified slacks-based measure of efficiency and super-efficiency under zero and negative data

Author(s): Ehsan Zanboori

Pages: 2669 - 2686

11) Optimal stress levels and inference procedures for constant stress accelerated life test under bathtub-shaped lifetime model

Author(s): Çağatay Çetinkaya

Pages: 2687 - 2714

12) Fc-gcn: A formal concept-enhanced graph convolution network model

Author(s): Kai Wu, Chao Zhang, Vincenzo Loia

Pages: 2715 - 2725

13) A model-free feature extraction procedure for interval-valued time series prediction

Author(s): Wan Tian, Zhongfeng Qin, Tao Hu

Pages: 2727 - 2741

14) Neutrosophic multi-choice 4D-transportation problem for different quality items

Author(s): Dipankar Chakraborty, Sarbari Samanta, Dipak Kumar Jana

Pages: 2743 - 2767

15) Optimizing energy harvesting in web of things services: a metaheuristic approach with retrial queue under working vacation

Author(s): N. Micheal Mathavavisakan, K. Indhira, Sherif I. Ammar

Pages: 2769 - 2790

16) Differentiation or undifferentiation? analysis of car-sharing strategies for the vehicle manufacturer

Author(s): Xin Yu, Zhongwei Chen, Zhi-Ping Fan

Pages: 2791 - 2806

17) A two-stage optimization replacement policy with multiple spare units

Author(s): Chunxiao Zhang, Hejiao Shen, Chao Yan

Pages: 2807 - 2817

18) A new model for facility bus terminal location problem based on modified Kerre’s inequality

Author(s): Sahar Rahdar, Reza Ghanbari, Donya Heidari

Pages: 2819 - 2828

19) A new metaheuristic optimization algorithm based on the participation of smart students to increase the class performance

Author(s): Einollah Pira, Alireza Rouhi

Pages: 2829 - 2844

20) A novel stochastic machine learning approach for resilient-leagile supplier selection: a circular supply chain in the era of industry 4.0

Author(s): Bahar Javan Molaei, Mohssen Ghanavati-Nejad, Mohammad Sheikhalishahi

Pages: 2845 - 2866

21) An arithmetic–geometric mean difference based approach to consistency index and priority vector of pairwise comparison matrices

Author(s): Yuan-Kai Hu, Fang Liu, Shi-Shan Wang

Pages: 2867 - 2884

22) On pure ideals in semilattices

Author(s): Nilesh Mundlik, Mayur Kshirsagar

Pages: 2885 - 2889

23) Innovative image encryption approach based on bitwise XOR high nonlinear S-boxes and random permutation

Author(s): Fırat Artuğer

Pages: 2891 - 2903

24) Evolutionary optimization in VANET services: a comprehensive survey, challenges and futuristic approach

Author(s): Madhuri Badole, Anuradha Thakare, Diego Oliva

Pages: 2905 - 2929

25) Wind farm layout optimization based on Harris hawk optimization algorithm with variable weight coefficients and Jansen wake model

Author(s): Min Wang, Jie-Sheng Wang, Yu-Cai Wang

Pages: 2931 - 2969

26) Construction and empirical research of a subjective-and-objective-analysis model of the online learning behavior

Author(s): Ke Wang, Kun Zheng, Ying Wang

Pages: 2971 - 2982

27) A synchronous spatiotemporal graph neural network for short-term traffic flow prediction

Author(s): Zhao Zhang, Xiaohong Jiao

Pages: 2983 - 2997

28) Modeling of metaheuristic-based dual cluster head selection with routing protocol for energy-efficient wireless sensor networks

Author(s): Maddikera Krishna Reddy, Anusha Sowbarnika Veluswamy, Syed Shameem

Pages: 2999 - 3020

29) Expansive detector via hybrid temporal and transposed convolutional mechanism for weld proximity defects

Author(s): Zihua Chen, Runmei Zhang, Kuan-ching Li

Pages: 3021 - 3034

30) Forecasting of exchange rate time series based on event-aware transformer mode

Author(s): Siyi Zhang, Tong Che, Ping Feng

Pages: 3035 - 3045

31) Sustainability, innovation and knowledge: a complex relationship based on an empirical study

Author(s): Sebastian-Ion Ceptureanu, Eduard-Gabriel Ceptureanu, Adriana Lavinia Iancu

Pages: 3047 - 3062

32) Why does economics need complexity?

Author(s): Mauro Gallegati, Silvia Gallegati

Pages: 3063 - 3072

33) A review for finding determinants of some band matrices

Author(s): Maryam Shams Solary

Pages: 3073 - 3082

34) Modeling and simulating a startup ecosystem development with a delayed differential equation

Author(s): Alessio Brini, Viviana Fanelli

Pages: 3083 - 3095

35) Explainable Grouped Deep Echo State Network for EEG-based emotion recognition

Author(s): Samar Bouazizi, Hela Ltifi

Pages: 3097 - 3114

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 5, May 2025

1) A Comparative Review of Deep Learning Techniques on the Classification of Irony and Sarcasm in Text

Author(s): Leonidas Boutsikaris, Spyros Polykalas

Pages: 1052 - 1066

2) Approaching Principles of XAI: A Systematization

Author(s): Raphael Ronge, Bernhard Bauer, Benjamin Rathgeber

Pages: 1067 - 1079

3) Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy

Author(s): Weijian Mai, Jian Zhang, Pengfei Fang, Zhijun Zhang

Pages: 1080 - 1099

4) Analysis of An Intellectual Mechanism of a Novel Crop Recommendation System Using Improved Heuristic Algorithm-Based Attention and Cascaded Deep Learning Network

Author(s): Yaganteeswarudu Akkem, Saroj Kumar Biswas

Pages: 1100 - 1113

5) Improving String Stability in Cooperative Adaptive Cruise Control Through Multiagent Reinforcement Learning With Potential-Driven Motivation

Author(s): Kun Jiang, Min Hua, Xu He, Lu Dong, Quan Zhou, Hongming Xu, Changyin Sun

Pages: 1114 - 1127

6) A Quantum Multimodal Neural Network Model for Sentiment Analysis on Quantum Circuits

Author(s): Jin Zheng, Qing Gao, Daoyi Dong, Jinhu Lü, Yue Deng

Pages: 1128 - 1142

7) Decoupling Dark Knowledge via Block-Wise Logit Distillation for Feature-Level Alignment

Author(s): Chengting Yu, Fengzhao Zhang, Ruizhe Chen, Aili Wang, Zuozhu Liu, Shurun Tan, Er-Ping Li

Pages: 1143 - 1155

8) CauseTerML: Causal Learning via Term Mining for Assessing Review Discrepancies

Author(s): Wenjie Sun, Chengke Wu, Qinge Xiao, Junjie Jiang, Yuanjun Guo, Ying Bi, Xinyu Wu, Zhile Yang

Pages: 1156 - 1170

9) Unsupervised Learning of Unbiased Visual Representations

Author(s): Carlo Alberto Barbano, Enzo Tartaglione, Marco Grangetto

Pages: 1171 - 1183

10) Herb-Target Interaction Prediction by Multiinstance Learning

Author(s): Yongzheng Zhu, Liangrui Ren, Rong Sun, Jun Wang, Guoxian Yu

Pages: 1184 - 1193

11) Periodic Hamiltonian Neural Networks

Author(s): Zi-Yu Khoo, Dawen Wu, Jonathan Sze Choong Low, Stéphane Bressan

Pages: 1194 - 1202

12) Unsigned Road Incidents Detection Using Improved RESNET From Driver-View Images

Author(s): Changping Li, Bingshu Wang, Jiangbin Zheng, Yongjun Zhang, C.L. Philip Chen

Pages: 1203 - 1216

13) Deep Reinforcement Learning Data Collection for Bayesian Inference of Hidden Markov Models

Author(s): Mohammad Alali, Mahdi Imani

Pages: 1217 - 1232

14) NVMS-Net: A Novel Constrained Noise-View Multiscale Network for Detecting General Image Processing Based Manipulations

Author(s): Gurinder Singh, Kapil Rana, Puneet Goyal, Sathish Kumar

Pages: 1233 - 1247

15) Improved Supervised Machine Learning for Predicting Auto Insurance Purchase Patterns

Author(s): Mourad Nachaoui, Fatma Manlaikhaf, Soufiane Lyaqini

Pages: 1248 - 1258

16) An Intelligent Chatbot Assistant for Comprehensive Troubleshooting Guidelines and Knowledge Repository in Printed Circuit Board Production

Author(s): Supparesk Rittikulsittichai, Thitirat Siriborvornratanakul

Pages: 1259 - 1268

17) Learning to Communicate Among Agents for Large-Scale Dynamic Path Planning With Genetic Programming Hyperheuristic

Author(s): Xiao-Cheng Liao, Xiao-Min Hu, Xiang-Ling Chen, Yi Mei, Ya-Hui Jia, Wei-Neng Chen

Pages: 1269 - 1283

18) Multilabel Black-Box Adversarial Attacks Only With Predicted Labels

Author(s): Linghao Kong, Wenjian Luo, Zipeng Ye, Qi Zhou, Yan Jia

Pages: 1284 - 1297

19) VODACBD: Vehicle Object Detection Based on Adaptive Convolution and Bifurcation Decoupling

Author(s): Yunfei Yin, Zheng Yuan, Yu He, Xianjian Bao

Pages: 1298 - 1308

20) Seeking Secure Synchronous Tracking of Networked Agent Systems Subject to Antagonistic Interactions and Denial-of-Service Attacks

Author(s): Weihao Li, Lei Shi, Mengji Shi, Jiangfeng Yue, Boxian Lin, Kaiyu Qin

Pages: 1309 - 1320

21) Revisiting LARS for Large Batch Training Generalization of Neural Networks

Author(s): Khoi Do, Minh-Duong Nguyen, Nguyen Tien Hoa, Long Tran-Thanh, Nguyen H. Tran, Quoc-Viet Pham

Pages: 1321 - 1333

22) A Stratified Seed Selection Algorithm for K-Means Clustering on Big Data

Author(s): Namita Bajpai, Jiaul H. Paik, Sudeshna Sarkar

Pages: 1334 - 1344

23) Visual–Semantic Fuzzy Interaction Network for Zero-Shot Learning

Author(s): Xuemeng Hui, Zhunga Liu, Jiaxiang Liu, Zuowei Zhang, Longfei Wang

Pages: 1345 - 1359

24) Weakly Correlated Multimodal Domain Adaptation for Pattern Classification

Author(s): Shuyue Wang, Zhunga Liu, Zuowei Zhang, Mohammed Bennamoun

Pages: 1360 - 1372

25) Prompt Customization for Continual Learning

Author(s): Yong Dai, Xiaopeng Hong, Yabin Wang, Zhiheng Ma, Dongmei Jiang, Yaowei Wang

Pages: 1373 - 1385

26) Monocular 3-D Reconstruction of Blast Furnace Burden Surface Based on Cross-Domain Generative Self-Supervised Network

Author(s): Zhipeng Chen, Xinyi Wang, Ling Shen, Jinshi Liu, Jianjun He, Jilin Zhu, Weihua Gui

Pages: 1386 - 1400

27) Energy-Efficient Hybrid Impulsive Model for Joint Classification and Segmentation on CT Images

Author(s): Bin Hu, Zhi-Hong Guan, Guanrong Chen, Jürgen Kurths

Pages: 1401 - 1413

28) Deep Temporally Recursive Differencing Network for Anomaly Detection in Videos

Author(s): Gargi V. Pillai, Debashis Sen

Pages: 1414 - 1428

29) A Hierarchical Cross-Modal Spatial Fusion Network for Multimodal Emotion Recognition

Author(s): Ming Xu, Tuo Shi, Hao Zhang, Zeyi Liu, Xiao He

Pages: 1429 - 1438

30) On the Role of Priors in Bayesian Causal Learning

Author(s): Bernhard C. Geiger, Roman Kern

Pages: 1439 - 1445

IEEE Transactions on Fuzzy Systems, Volume 33, Issue 5, May 2025

1) Prescribed-Time Fuzzy Optimal Containment Control for Multiagent Systems With Deferred Output Constraints: An Output Mask Method

Author(s): Xiaona Song, Peng Sun, Shuai Song, Choon Ki Ahn

Pages: 1402 - 1414

2) A Generalized Integrated Fuzzy-MPC With Optimal Input Excitation for Complex Systems With Industrial Applications

Author(s): Keke Huang, Xinyu Ying, Dehao Wu, Chunhua Yang, Weihua Gui

Pages: 1415 - 1428

3) Adjacency-Aware Fuzzy Label Learning for Skin Disease Diagnosis

Author(s): Murong Zhou, Baifu Zuo, Guohua Wang, Gongning Luo, Fanding Li, Suyu Dong, Wei Wang, Kuanquan Wang, Xiangyu Li, Lifeng Xu

Pages: 1429 - 1440

4) Fuzzy Quantum Group Decision Making and Its Application in Meteorological Disaster Emergency

Author(s): Shuli Yan, Yizhao Xu, Zaiwu Gong, Enrique Herrera-Viedma

Pages: 1441 - 1454

5) Fuzzy Adaptive Group Formation-Containment Tracking Control of Nonlinear Multiagent Systems With Intermittent Actuator Faults

Author(s): Zhibin Zhu, Yunbiao Jiang, Zhongxin Liu, Fuyong Wang

Pages: 1455 - 1465

6) Event-Triggered Trajectory Tracking Control for Unmanned Surface Vessels With Prescribed Performance Using Barrier Lyapunov Functions

Author(s): Xian Du, Xu Yuan, Bin Yang, Xudong Zhao

Pages: 1466 - 1474

7) Secure Control for T–S Fuzzy Wind Turbine Systems Under Hybrid Cyberattacks via an Adaptive Memory Event-Triggered Mechanism

Author(s): Dong Xu, Yajuan Liu, Sangmoon Lee

Pages: 1475 - 1487

8) Distributed Adaptive Tracking Control for Fuzzy Nonlinear MASs Under Round-Robin Protocol

Author(s): Sha Fan, Min Meng, Yukai Fu, Chao Deng

Pages: 1488 - 1498

9) Fuzzy Terminal Sliding-Mode Control With Adaptive Switching Gain

Author(s): Cheng-Cheng Feng, Hao-Yuan Sun, Hong-Gui Han, Sheng-Li Du

Pages: 1499 - 1509

10) A Vertical Federated Multiview Fuzzy Clustering Method for Incomplete Data

Author(s): Yan Li, Xingchen Hu, Shengju Yu, Weiping Ding, Witold Pedrycz, Yeo Chai Kiat, Zhong Liu

Pages: 1510 - 1524

11) Identification and Convergence Analysis of Interval Type-2 Takagi–Sugeno–Kang Fuzzy Systems for High-Dimensional Classification Problems

Author(s): Qinwei Fan, Deqing Ji

Pages: 1525 - 1539

12) Hybrid Modeling and Fuzzy Control via Petri Nets for Supply Chain Networks Under Disruptions

Author(s): En-Zhi Cao, Chen Peng, Xiangpeng Xie, Yi Yang

Pages: 1540 - 1554

13) Asynchronous PID Control for T-S Fuzzy Systems Over Gilbert-Elliott Channels Utilizing Detected Channel Modes

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

Pages: 1555 - 1567

14) Fuzzy Adaptive Cooperative Prescribed Time Control for Nonlinear Vehicular Platoon Systems

Author(s): Kewen Li, Xiao Liu

Pages: 1568 - 1577

15) Selecting Central and Divergent Samples via Leading Tree Metric Space for Semisupervised Learning

Author(s): Ji Xu, Gang Ren, Jianhang Tang, Weiping Ding, Guoyin Wang

Pages: 1578 - 1591

16) Online Streaming Feature Selection Using Bidirectional Complementarity Based on Fuzzy Gini Entropy

Author(s): Chucai Zhang, Zhengxiang Lu, Yongkang Zhang, Jianhua Dai

Pages: 1592 - 1604

17) On Dissipativity-Preserving for Switched Positive Takagi–Sugeno Fuzzy Delayed Systems via Switching

Author(s): Peng Wang, Hong Sang, Chuangxia Huang, Jinde Cao, Mahmoud Abdel-Aty

Pages: 1605 - 1616

18) A Novel Manifold Optimization Algorithm With the Dual Function and a Fuzzy Valuation Step

Author(s): Weiping Liu, Youfa Liu, He Li, Jingui Zou

Pages: 1617 - 1626

19) Adaptive Critic-Based Optimal Control of Input-Constrained Stochastic Systems via Generalized Fuzzy Hyperbolic Models

Author(s): Lulu Zhang, Huaguang Zhang, Jiayue Sun, Zhongyang Ming

Pages: 1627 - 1638

20) Exponential Stability of Fractional-Order Fuzzy Multilayer Networks With Short Memory and Noninstantaneous Impulses via Intermittent Control

Author(s): Yao Xu, Zui Chen, Wenxue Li, Yongbao Wu

Pages: 1639 - 1649

21) Granular Sequential Three-Way Decision for Specific Decision Classes

Author(s): Yunlong Cheng, Xiuhua Yang, Qinghua Zhang, Yabin Shao, Guoyin Wang

Pages: 1650 - 1663

22) A Fuzzy Logic-Based Approach to Predict Human Interaction by Functional Near-Infrared Spectroscopy

Author(s): Xiaowei Jiang, Liang Ou, Yanan Chen, Na Ao, Yu-Cheng Chang, 

Thomas Do, Chin-Teng Lin

Pages: 1664 - 1677

23) Probabilistic Linguistic Convolutional Neural Network Dealing With Low-Quality Image Classification

Author(s): Xiangyu Xiao, Zeshui Xu, Weidong Gan, Tong Wu, Yuanhang Zheng

Pages: 1678 - 1690

24) Adaptive Fuzzy Secure Containment Control for Fully Heterogeneous Nonlinear Systems Under Switching Topologies and DoS Attacks

Author(s): Dongxue Jiang, Guoguang Wen, Sara Ifqir, Ahmed Rahmani, Christophe Sueur, Tingwen Huang

Pages: 1691 - 1697

Complex & Intelligent Systems, Volume 11, Issue 5, May 2025

1) Predicting trajectories of coastal area vessels with a lightweight Slice-Diff self attention

Author(s): Jinxu Zhang, Jin Liu, Junxiang Wang

2) Micro-expression spotting based on multi-modal hierarchical semantic guided deep fusion and optical flow driven feature integration

Author(s): Haolin Chang, Zhihua Xie, Fan Yang

3) Wavelet attention-based implicit multi-granularity super-resolution network

Author(s): Chen Boying, Shi Jie

4) Gaitformer: a spatial-temporal attention-enhanced network without softmax for Parkinson’s disease early detection

Author(s): Shupei Jiao, Hua Huo, Dongfang Li

5) A two-stage algorithm based on greedy ant colony optimization for travelling thief problem

Author(s): Zheng Zhang, Xiao-Yun Xia, Jun Zhang

6) Graph-based adaptive feature fusion neural network model for person-job fit

Author(s): Xia Xue, Feilong Wang, Baoli Wang

7) Fractals in Sb-metric spaces

Author(s): Fahim Ud Din, Sheeza Nawaz, Fairouz Tchier

8) Cooperative path planning optimization for ship-drone delivery in maritime supply operations

Author(s): Xiang Li, Hongguang Zhang

9) Reducing hallucinations of large language models via hierarchical semantic piece

Author(s): Yanyi Liu, Qingwen Yang, Yingyou Wen

10) A surrogate-assisted differential evolution algorithm with a dual-space-driven selection strategy for expensive optimization problems

Author(s): Hanqing Liu, Zhigang Ren, Wenhao Du

11) Knowledge graph-based entity alignment with unified representation for auditing

Author(s): Youhua Zhou, Xueming Yan, Fangqing Liu

12) A parallel large-scale multiobjective evolutionary algorithm based on two-space decomposition

Author(s): Feng Yin, Bin Cao

13) A study of enhanced visual perception of marine biology images based on diffusion-GAN

Author(s): Feifan Yao, Huiying Zhang, Pan Xiao

14) Research on knowledge tracing based on learner fatigue state

Author(s): Haoyu Wang, Qianxi Wu, Guohui Zhou

15) An exploration-enhanced hybrid algorithm based on regularity evolution for multi-objective multi-UAV 3-D path planning

Author(s): Zhenzu Bai, Haiyin Zhou, Jiongqi Wang

16) Correction to: Edge-centric optimization: a novel strategy for minimizing information loss in graph-to-text generation

Author(s): Yao Zheng, Jingyuan Li, Yuanzhuo Wang

17) A reliability centred maintenance-oriented framework for modelling, evaluating, and optimising complex repairable flow networks

Author(s): Nicholas Kaliszewski, Romeo Marian, Javaan Chahl

18) Enhancing implicit sentiment analysis via knowledge enhancement and context information

Author(s): Yanying Mao, Qun Liu, Yu Zhang

19) The opinion dynamics model for group decision making with probabilistic uncertain linguistic information

Author(s): Jianping Fan, Zhuxuan Jin, Meiqin Wu

20) Co-evolutionary algorithm with a region-based diversity enhancement strategy

Author(s): Kangshun Li, RuoLin RuanHui, Wang

21) SLPOD: superclass learning on point cloud object detection

Author(s): Xiaokang Yang, Kai Zhang, Zhiheng Zhang

22) Transformer-based multiple instance learning network with 2D positional encoding for histopathology image classification

Author(s): Bin Yang, Lei Ding, Bo Liu

23) Traffic signal optimization control method based on attention mechanism updated weights double deep Q network

Author(s): Huizhen Zhang, Zhenwei Fang, Xinyan Zeng

24) Enhancing cyber defense strategies with discrete multi-dimensional Z-numbers: a multi-attribute decision-making approach

Author(s): Aiting Yao, Huang Chen, Xuejun Li

25) A lightweight vision transformer with weighted global average pooling: implications for IoMT applications

Author(s): Huiyao Dong, Igor Kotenko, Shimin Dong

26) Self-attention-based graph transformation learning for anomaly detection in multivariate time series

Author(s): Qiushi Wang, Yueming Zhu, Yunbin Ma

27) TransRNetFuse: a highly accurate and precise boundary FCN-transformer feature integration for medical image segmentation

Author(s): Baotian Li, Jing Zhou, Jia Wu

28) A generative model-based coevolutionary training framework for noise-tolerant softsensors in wastewater treatment processes

Author(s): Yu Peng, Erchao Li

29) Mcaaco: a multi-objective strategy heuristic search algorithm for solving capacitated vehicle routing problems

Author(s): Yanling Chen, Jingyi Wei, Jie Zhou

30) A heuristic-assisted deep reinforcement learning algorithm for flexible job shop scheduling with transport constraints

Author(s): Xiaoting Dong, Guangxi Wan, Peng Zeng

Weekly Review 9 May 2025

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

1. A brief history of the British AI Winter: https://spectrum.ieee.org/freddy-robot-british-ai-winter
2. A brief description of some popular open source AI tools: https://www.kdnuggets.com/5-open-source-ai-tools-that-are-worth-your-time
3. AI now will lie if it allows them to accomplish their goals: https://www.theregister.com/2025/05/01/ai_models_lie_research/
4. On the need for governance of internal AI: https://dataconomy.com/2025/04/29/why-we-must-govern-ai-used-inside-tech-companies/
5. The use of AI has made some tasks more efficient, but creates extra work that eats up the time saved: https://arstechnica.com/ai/2025/05/time-saved-by-ai-offset-by-new-work-created-study-suggests/
6. So far, AI has not had a significant effect on jobs or wages: https://www.theregister.com/2025/04/29/generative_ai_no_effect_jobs_wages/
7. The energy demands of AI is contributing to pollution that is impacting human health: https://spectrum.ieee.org/data-centers-pollution
8. 30% of Microsoft's new code is written by AI: https://www.theregister.com/2025/04/30/microsoft_meta_autocoding/ Well, MS software was never that secure to begin with...
9. The advantages of AI PCs: https://www.computerworld.com/article/3975373/what-is-an-ai-pc-the-power-of-artificial-intelligence-locally.html
10. Avoiding ethical problems in your AI projects: https://spectrum.ieee.org/ai-ethics-advice
11. Can AI generated art ever really be art? https://spectrum.ieee.org/ai-art-whitney-museum
12. The impact of AI on data centres: https://www.informationweek.com/it-infrastructure/how-ai-is-transforming-data-centers
13. AI is using more and more energy. Can improvements in efficiency offset this growth? https://spectrum.ieee.org/ai-energy
14. The security risks of AI: https://www.bigdatawire.com/2025/04/25/three-ways-ai-can-weaken-your-cybersecurity/
15. Don't use AI write your job application: https://www.stuff.co.nz/nz-news/360664623/thinking-using-ai-write-your-job-application-think-again
16. Reasoning AI don't reason all that well at the moment: https://arstechnica.com/ai/2025/04/new-study-shows-why-simulated-reasoning-ai-models-dont-yet-live-up-to-their-billing/
17. Designing university curricula in the age of AI: https://www.insidehighered.com/opinion/views/2025/04/30/three-laws-curriculum-design-ai-age-opinion
18. Google's search AI will make things up rather than admit it doesn't know the answer: https://arstechnica.com/ai/2025/04/google-searchs-made-up-ai-explanations-for-sayings-no-one-ever-said-explained/
19. AI generated code is not safe! https://arstechnica.com/security/2025/04/ai-generated-code-could-be-a-disaster-for-the-software-supply-chain-heres-why/
20. You'd think a lawyer would know better than to use AI to write a legal brief: https://arstechnica.com/tech-policy/2025/04/mypillow-ceos-lawyers-used-ai-in-brief-citing-fictional-cases-judge-says/
21. AI driven writing suggestions run the risk of making us all sound the same: https://dataconomy.com/2025/05/01/is-ai-making-us-all-write-the-same/
22. Software quality assurance with AI: https://www.datasciencecentral.com/how-generative-ai-is-reshaping-traditional-qa-strategies/
23. How to help IT workers avoid burnout in the age of AI: https://www.computerworld.com/article/3854464/how-to-keep-tech-workers-engaged-in-the-age-of-ai.html
24. Workers are more keen on AI than consumers are, according to a survey: https://www.techrepublic.com/article/news-kpmg-ai-survey/