Weekly Review 11 July 2025

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

1. Can AI help improve employee retention? Would managers be happy about what it might reveal? https://www.datasciencecentral.com/utilize-machine-learning-to-improve-employee-retention-rates/
2. This clown is woefully unqualified for his role, why is his failure to roll out AI in a meaningful way surprising? https://www.theverge.com/ai-artificial-intelligence/697129/rfk-jr-ai
3. How to use AI to get a job in tech: https://www.computerworld.com/article/4015573/robert-half-exec-details-how-to-use-ai-to-snag-a-tech-job-and-what-not-to-do.html
4. Copyright law as it pertains to music poses a genuine threat to AI: https://www.theverge.com/ai-artificial-intelligence/695290/suno-udio-ai-music-legal-copyright-riaa
5. I've been saying for a long time that LLM AI don't "know" what they're talking about, that there is a difference between talking about something and knowing what that thing is: https://www.theregister.com/2025/07/03/ai_models_potemkin_understanding/
6. By 2030 AI will be able to perform the kinds of tasks that would take a human a month: https://spectrum.ieee.org/large-language-model-performance
7. Most office AI agents can't do they tasks they are applied to, and aren't even AI: https://www.theregister.com/2025/06/29/ai_agents_fail_a_lot/
8. AI might destroy some jobs, but the market for people with AI skills is growing: https://www.theregister.com/2025/06/30/ai_skills_job_postings_comptia/
9. Heat reflective paint designed by AI: https://www.theguardian.com/technology/2025/jul/02/ai-helps-find-formula-for-paint-to-keep-buildings-cooler
10. People with empathise with people, and with AI if they think it's a person. But not if they know it's an AI: https://www.theregister.com/2025/07/01/people_have_empathy_with_ai/
11. People are almost competing over who can predict the largest job losses that AI will bring about: https://techcrunch.com/2025/07/02/ai-job-predictions-become-corporate-americas-newest-competitive-sport/
12. Google's new AI tools for education. But will they stop students cheating? https://techcrunch.com/2025/06/30/google-embraces-ai-in-the-classroom-with-new-gemini-tools-for-educators-chatbots-for-students-and-more/
13. AI are improving in medical diagnostics. Cue legions of malpractice lawyers grinning maniacally: https://www.theguardian.com/technology/2025/jun/30/microsoft-ai-system-better-doctors-diagnosing-health-conditions-research
14. AI call centre assistants are not that helpful: https://www.theregister.com/2025/07/02/call_center_ai_assistants/
15. AI makes people worse at picking stocks: https://dataconomy.com/2025/07/02/ai-made-executives-worse-at-stock-picking/
16. People are always going to use AI to cut corners/costs, but when it's generating subtitles the use of AI is going to be pretty obvious: https://www.theverge.com/ai-artificial-intelligence/696819/crunchyroll-ran-embarrassingly-bad-chatgpt-subtitles-on-its-new-anime-series
17. AI do not make good business owners: https://techcrunch.com/2025/06/28/anthropics-claude-ai-became-a-terrible-business-owner-in-experiment-that-got-weird/
18. Using AI for advertising banner design-bringing slop into the real world! https://dataconomy.com/2025/07/03/harnessing-ai-for-creative-banner-designs/
19. Community notes was actually a decent idea, to at least somewhat stop misinformation. But if they're done by AI, they can be abused to push one narrative over others: https://techcrunch.com/2025/07/01/x-is-piloting-a-program-that-lets-ai-chatbots-generate-community-notes/
20. AI are exponentially improving with regards to the tasks they can perform. How long will this rate of improvement continue? https://spectrum.ieee.org/llm-benchmarking-metr
21. Overusing AI can make you dumber, but there are ways you can use it to help your brain not harm it: https://www.computerworld.com/article/4016221/the-one-secret-to-using-genai-to-boost-your-brain.html
22. More jobs are going at Microsoft, at least partly due to increased use of AI: https://www.techrepublic.com/article/news-microsoft-layoffs-gaming-ai-restructuring/
23. AI can now outperform human doctors in medical diagnoses: https://www.techrepublic.com/article/news-microsoft-medical-ai-outperforms-physicians/
24. If this really is an AI generated band, then the fact that it's hard to tell means the music industry is going to face problems: https://www.kdnuggets.com/the-velvet-sundown-unveiling-ais-center-stage-act

Soft Computing, Volume 29, Issue 9-10, May 2025

1) Graph-induced topological space: from topologies to separation axioms

Author(s): Quang-Thinh Bui, Thanh Nha Nguyen, Bay Vo

Pages: 4301 - 4316

2) Exploiting the geometry of heterogeneous networks: a case study of the Indian stock market

Author(s): Pawanesh, Charu Sharma, Niteesh Sahni

Pages: 4317 - 4334

3) One-phase multi-view clustering with unified graph and data representation convolution

Author(s): F. Dornaika, J. Charafeddine

Pages: 4335 - 4356

4) Correction: One-phasemulti-view clustering with unified graph and data representation convolution

Author(s): F. Dornaika, J. Charafeddine

Pages: 4357 - 4357

5) Optimising transportation plans for multi-warehouse, multi-product systems: mitigating the impact of new purchase and sales orders

Author(s): Cerrone Carmine, Dragone Raffaele, Sciomachen Anna Franca

Pages: 4359 - 4376

6) Thinking fast: a bionic approach to soft computing

Author(s): Jens Grotrian

Pages: 4377 - 4399

7) A modified fruit fly optimization algorithm to active disturbance rejection control parameters tuning for trajectory tracking of omnidirectional mobile robotic chassis

Author(s): Xiangyin Zhang, Weihuan Wu, Xiuzhi Li

Pages: 4401 - 4421

8) A class of embedded fuzzy PD controller for robot manipulator: analytical structures and stability analysis

Author(s): Ahmad M. El-Nagar, Atef Abdrabou, Emad A. Elsheikh

Pages: 4423 - 4448

9) Robust prediction method for pedestrian trajectories in occluded video scenarios

Author(s): Aria Seo, Hyeonjin Jeon, Yunsik Son

Pages: 4449 - 4459

10) A life cycle-oriented patent quality analysis: a machine learning approach

Author(s): Qing Guo, Yong Qi, Fan Jiang

Pages: 4461 - 4479

11) Spatio-temporal graph neural networks to improve precipitation forecasts from numerical models

Author(s): Umair Yousaf, Alessio De Rango, Giuseppe Mendicino

Pages: 4481 - 4494

12) Evaluating the role of external information on the choice of weights for aggregating judgments in group decisionmaking: the impact of financial education on investors’ choices

Author(s): Pietro Amenta, Antonio Lucadamo, Matteo Rossi

Pages: 4495 - 4503

13) Strategies for capital and carbon emission constrained manufacturer in a retailer-led supply chain: credit financing vs. bank loan

Author(s): Zhaoqing Yu, Jing Li

Pages: 4505 - 4523

14) Evaluating the dynamics of digital technology in enhancing the overall effectiveness of China's national innovation systems: a study based on VHSD and EM approach

Author(s): Chen Wei, Song Hong-ti

Pages: 4525 - 4547

15) An empirical analysis to test the ability of multi-criteria methods to explain some behavioural anomalies

Author(s): Gerarda Fattoruso, Gabriella Marcarelli

Pages: 4549 - 4558

Weekly Review 4 July 2025

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

1. An early win for AI in a lawsuit over the use of copyrighted works as training data: https://www.theguardian.com/technology/2025/jun/26/meta-wins-ai-copyright-lawsuit-as-us-judge-rules-against-authors
2. Another win for AI in a lawsuit over the use of copyrighted material as training data: https://techcrunch.com/2025/06/24/a-federal-judge-sides-with-anthropic-in-lawsuit-over-training-ai-on-books-without-authors-permission/
3. A ruling brings a bit of clarity to the use of copyrighted material to train AI: https://arstechnica.com/tech-policy/2025/06/key-fair-use-ruling-clarifies-when-books-can-be-used-for-ai-training/
4. While one ruling brings a bit of clarity into the use of copyrighted material as AI training data, another comes with some warnings: https://www.theverge.com/news/693437/meta-ai-copyright-win-fair-use-warning
5. Another AI for job seekers: https://www.theregister.com/2025/06/24/ai_may_take_jobs_but/
6. Universities are increasing the number of exams to counter students using AI for their assignments, but this is burning out students: https://www.insidehighered.com/news/global/2025/06/27/universities-risk-overassessing-response-ai
7. Using AI to generate browser-based games: https://arstechnica.com/ai/2025/06/anthropic-summons-the-spirit-of-flash-games-for-the-ai-age/
8. I know that AI need training data, but destroying books to do it makes me quite upset: https://arstechnica.com/ai/2025/06/anthropic-destroyed-millions-of-print-books-to-build-its-ai-models/
9. I don't think we should be trying to make AI a successor to humanity, worthy or otherwise: https://spectrum.ieee.org/agi-worthy-successor
10. An AI powered remote monitoring cat collar: https://www.theregister.com/2025/06/26/rabo_catlog_ai_stress_detector/
11. AI generated misinformation is having a negative impact on the houseplant community: https://www.theverge.com/ai-artificial-intelligence/691355/ai-is-ruining-houseplant-communities-online
12. An overview of current AI coding tools: https://spectrum.ieee.org/best-ai-coding-tools
13. Chinese artists are the latest group to start pushing back against AI: https://www.theverge.com/ai-artificial-intelligence/688645/graphic-artists-china-ai
14. AI overviews of articles are still prone to hallucination: https://www.rnz.co.nz/news/mediawatch/565432/pretty-damn-average-google-s-ai-overviews-underwhelm
15. Using AI to help workers, rather than replace them, increases productivity: https://www.bigdatawire.com/2025/06/27/ai-makes-workers-more-productive-pwc-finds/
16. The use of AI by jobseekers is overwhelming the hiring process with slop: https://arstechnica.com/ai/2025/06/the-resume-is-dying-and-ai-is-holding-the-smoking-gun/
17. A New Zealand perspective of the data and privacy issues around generative AI: https://www.rnz.co.nz/life/lifestyle/can-you-turn-off-generative-ai-from-social-media-and-your-phone
18. Self-improving AI code generators: https://spectrum.ieee.org/evolutionary-ai-coding-agents
19. The push for empathy in AI: https://techcrunch.com/2025/06/24/new-data-highlights-the-race-to-build-more-empathetic-language-models/
20. Claims that most AI will use blackmail to get what they want: https://techcrunch.com/2025/06/20/anthropic-says-most-ai-models-not-just-claude-will-resort-to-blackmail/
21. The computing centres for AI are based in just 32 countries: https://www.techrepublic.com/article/news-only-32-countries-host-data-centers-2025/
22. Moves to establish an interoperability framework for AI agents: https://www.techrepublic.com/article/news-linux-foundation-agent2agent-protocol/
23. Some approaches to closing the AI skills gap: https://www.datasciencecentral.com/closing-the-ai-skills-gap/
24. AI agents and the timeliness of data: https://www.bigdatawire.com/2025/06/24/ai-agents-and-the-trust-equation-when-does-real-time-data-matter-most/

Complex & Intelligent Systems, Volume 11, Issue 7

1) Cognition of decision behavior based on belief state: a case study of implementation in CGF simulation system

Author(s): Jintao Wang, Huaiqi Chen, Yunting Zhang

2) A noise-constrained lightweight high-quality image hiding method based on invertible neural networks

Author(s): Minghui Zhu, Dapeng Cheng, Jinjiang Li

3) Disentangled diffusion dodels for probabilistic spatio-temporal traffic forecasting

Author(s): Wenyu Zhang, Kaidong Zheng

4) Data-driven fault-tolerant consensus for multiagent systems under switching topology

Author(s): Yuan Wang, Zhenbin Du

5) Advancing sustainable electricity markets: evolutionary game theory as a framework for complex systems optimization and adaptive policy design

Author(s): Lefeng Cheng, Runbao Sun, Mengya Zhang

6) A dual-image encryption scheme for sensitive region of traffic image using public key cryptosystem and novel chaotic map

Author(s): Tingyu An, Tao Gao, Donghua Jiang

7) Distributed semi-supervised partial multi-dimensional learning via subspace learning

Author(s): Zhen Xu, Weibin Chen

8) Preference-based expensive multi-objective optimization without using an ideal point

Author(s): Peipei Zhao, Liping Wang, Qicang Qiu

9) Correction to: Fractals in Sb-metric spaces

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

10) Information coevolution spreading model and simulation based on self-organizing multi-agents

Author(s): Guoxin Ma, Kang Tian, Yongyan Wang

11) Fusing feature consistency across views for multi-view stereo

Author(s): Rong Zhao, Caiqin Jia, Xie Han

12) Towards few-shot learning with triplet metric learning and Kullback-Leibler optimization

Author(s): Yukun Liu, Xiaojing Wei, Hai Su

13) A novel two stage neighborhood search for flexible job shop scheduling problem considering reconfigurable machine tools

Author(s): Yanjun Shi, Chengjia Yu, Shiduo Ning

14) A novel multi-agent dynamic portfolio optimization learning system based on hierarchical deep reinforcement learning

Author(s): Ruoyu Sun, Yue Xi, Jionglong Su

15) An adaptive initialization and multitasking based evolutionary algorithm for bi-objective feature selection in classification

Author(s): Hang Xu, Bing Xue, Mengjie Zhang

16) Fine-grained entity disambiguation through numeric pattern awareness in transformer models

Author(s): Jaeeun Jang, Sangmin Kim, Charles Wiseman

17) A novel adversarial deep TSK fuzzy classifier with its inverse-free fast training

Author(s): Limin Mao, Hangming Shi, Suhang Gu

18) Strength prominence index: a link prediction method in fuzzy social network

Author(s): Sakshi Dev Pandey, Sovan Samanta, Tofigh Allahviranloo

19) Genderly: a data-centric gender bias detection system

Author(s): Wael Khreich, Jad Doughman

20) Two-stage multi-attribute reviewer-paper matching decision-making in a Fermatean fuzzy environment

Author(s): Qi Yue, Kaile Zhai, Yuan Tao

21) RTL-Net: real-time lightweight Urban traffic object detection algorithm

Author(s): Zhiqing Cui, Jiahao Yuan, Zhenglong Ding

22) Contrastive learning of cross-modal information enhancement for multimodal fake news detection

Author(s): Weijie Chen, Fei Cai, Yijia Zhang

23) A lightweight mechanism for vision-transformer-based object detection

Author(s): Yanming Ye, Qiang Sun, Dongjing Wang

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

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

25) GCN and GAT-based interpretable knowledge tracing model

Author(s): Yujia Huo, Menghong He, Kesha Chen

26) A classifier-assisted evolutionary algorithm with knowledge transfer for expensive multitasking problems

Author(s): Min Hu, Zhigang Ren, Yu Guo

27) Utilizing weak graph for edge consolidation-based efficient enhancement of network robustness

Author(s): Wei Ding, Zhengdan Wang

28) AI-enabled driver assistance: monitoring head and gaze movements for enhanced safety

Author(s): Sayyed Mudassar Shah, Gan Zengkang, Farman Ali

29) Path planning method for maritime dynamic target search based on improved GBNN

Author(s): Zhaozhen Jiang, Xuehai Sun, Lianglong Da

30) Correction to: Demonstration and offset augmented meta reinforcement learning with sparse rewards

Author(s): Haorui Li, Jiaqi Liang, Daniel Zeng

31) Joint feature representation optimization and anti-occlusion for robust multi-vessel tracking in inland waterways

Author(s): Shenjie Zou, Jin Liu, Bing Han

32) Graph-based multi-attribute decision-making method with new fuzzy information measures

Author(s): Lili Zhang, Shu Sun, Chunfeng Suo

33) Multiobjective integrated scheduling of disassembly and reprocessing operations considering product structures and stochastic processing time via reinforcement learning-based evolutionary algorithms

Author(s): Yaping Fu, Fuquan Wang, Hao Sun

34) Multi-granularity feature intersection learning for visible-infrared person re-identification

Author(s): Sixian Chan, Jie Wang, Jiafa Mao

35) DEBPIR: enhancing information privacy in decentralized business modeling

Author(s): Gulshan Kumar, Rahul Saha, Tai Hoon Kim

36) Joint optimization of communication rates for multi-UAV relay systems

Author(s): Chenghua Wen, Guifen Chen, Wenzhe Wang

37) PLGNN: graph neural networks via adaptive feature perturbation and high-way links

Author(s): Meixia He, Peican Zhu, Keke Tang

38) Graph attention based on contextual reasoning and emotion-shift awareness for emotion recognition in conversations

Author(s): Juan Yang, Puling Wei, Jun Shen

39) Eye contact based engagement prediction for efficient human–robot interaction

Author(s): Magnus Jung, Ahmed Abdelrahman, Ayoub Al-Hamadi

40) Siamese network with squeeze-attention for incomplete multi-view multi-label classification

Author(s): Mengqing Wang, Jiarui Chen, Xiaohuan Lu

41) Enhanced APT detection with the improved KAN algorithm: capturing interdependencies for better accuracy

Author(s): Weiwu Ren, Hewen Zhang, Zhiwei Wang

Weekly Review 27 June 2025

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

1. Bots that scrape content for training AI are now bringing down websites with their voracious demands for data: https://dataconomy.com/2025/06/18/ai-is-breaking-the-internets-memory/
2. Generative AI does not contribute to a gain in the bottom line 80% of the time: https://dataconomy.com/2025/06/17/why-80-percent-of-gen-ai-delivers-no-real-business-gains/
3. There is a critical security vulnerability in Copilot. How many other AI tools also have vulnerabilities in them? https://www.bigdatawire.com/2025/06/17/zero-day-microsoft-copilot-vuln-underscores-emerging-ai-security-risks/
4. What to study if you want to understand agentic AI: https://www.kdnuggets.com/agentic-ai-a-self-study-roadmap
5. There is so much AI generated slop on the internet now that scraping it as training data is making other AI dumber: https://futurism.com/chatgpt-polluted-ruined-ai-development
6. Customers are getting sick of companies replacing real people with AI: https://www.nzherald.co.nz/world/popular-services-keep-adding-ai-some-customers-want-them-to-stop/MKAKEXK3VNDLXEYO26LV2IZ4GQ/
7. I really don't want AI looking over my shoulder all the time I'm working: https://www.extremetech.com/computing/copilot-vision-lets-ai-see-your-windows-11-screen-and-guide-you-in-real
8. AI cheating amongst students is not going to go away. We're going to have to set assessments they can't cheat at instead: https://www.theregister.com/2025/06/16/university_ai_cheating/
9. Mastodon has now banned the use of posts on their platform for AI training. But how can they enforce it? https://www.theregister.com/2025/06/18/mastodon_says_no_to_ai/
10. The use of AI to generate code is increasing, especially in the US: https://www.theregister.com/2025/06/19/us_coders_lead_world_in_ai/
11. If you use AI to filter content, you need to back it up with human confirmation: https://techcrunch.com/2025/06/17/tumblrs-content-filtering-systems-have-been-falsely-flagging-posts-as-mature-users-blame-ai/
12. If you are going to ban people from your platform, you need to back up AI decisions with human review: https://techcrunch.com/2025/06/16/instagram-users-complain-of-mass-bans-pointing-finger-at-ai/
13. AI can make people with delusions and other mental illnesses worse: https://techcrunch.com/2025/06/15/spiraling-with-chatgpt/
14. Using AI to do you thinking for you does make you dumber: https://www.theregister.com/2025/06/18/is_ai_changing_our_brains/
15. Now AI are randomly sharing phone numbers of other users: https://www.theguardian.com/technology/2025/jun/18/whatsapp-ai-helper-mistakenly-shares-users-number
16. Amazon is planning more job cuts, replacing them with AI: https://www.theguardian.com/technology/2025/jun/18/amazon-boss-tells-staff-ai-means-their-jobs-are-at-risk-in-coming-years
17. Adoption of AI is being limited by the lack of clarity around ongoing costs: https://www.computerworld.com/article/4007713/companies-limit-their-ai-use-due-to-unclear-costs.html
18. Training an image generator with no outside data set: https://www.theverge.com/ai-artificial-intelligence/688576/feed-ai-nothing
19. An interactive map of the energy used by AI: https://www.theregister.com/2025/06/19/iea_observatory_ai/
20. The different kinds of intelligence used in business-not just AI: https://www.techrepublic.com/article/differences-bi-ai-analytics/
21. Lack of skills in AI threaten job security more than AI itself: https://www.computerworld.com/article/4006931/ai-isnt-taking-your-job-the-big-threat-is-a-growing-skills-gap.html
22. AI in the workplace is still not living up to the hype: https://www.theregister.com/2025/06/17/ai_not_doing_its_job/
23. Are AI starting to develop their own personas? https://techcrunch.com/2025/06/18/openai-found-features-in-ai-models-that-correspond-to-different-personas/
24. The security issues raised by agentic AI: https://devclass.com/2025/06/17/redefining-identity-security-in-the-age-of-agentic-ai/

Soft Computing, Volume 29, Issue 8, April 2025

1) Infinite computations and Büchi automata using grossone

Author(s): Louis D’Alotto

Pages: 3749 - 3755

2) Analysis of selection noise in genetic algorithms

Author(s): Nataliya M. Gulayeva, Joaquín Borrego-Díaz, Fernando Sancho-Caparrini

Pages: 3757 - 3773

3) Partial metric spaces on effect algebras

Author(s): Sarvesh Kumar Mishra, Mukesh Kumar Shukla, Akhilesh Kumar Singh

Pages: 3775 - 3784

4) Deductive systems and R-congruences of pre-Hilbert algebras

Author(s): Andrzej Walendziak

Pages: 3785 - 3794

5) Environmental impact assessment using bipolar complex intuitionistic fuzzy sets

Author(s): Abd Ulazeez M. J. S. Alkouri, Zeyad A. Alshboul

Pages: 3795 - 3809

6) Uncertain Fox equation

Author(s): Dan Chen, Yang Liu

Pages: 3811 - 3822

7) Identification of block cipher algorithms using multi-layer perception algorithm

Author(s): Ke Yuan, Daoming Yu, Zheng Li

Pages: 3823 - 3834

8) Color-channel adversarial attack with resolution based camouflaging

Author(s): Guowei Li, Ping Li, Xinpeng Zhu

Pages: 3835 - 3846

9) Novel deep learning-based side-channel attack on different-device

Author(s): Ji-Eun Woo, Yongsung Jeon, Dong-Guk Han

Pages: 3847 - 3854

10) Min-cost route problems for multimodal sustainable logistics cooperation

Author(s): Carmine Cerrone, Anna Sciomachen, Maria Truvolo

Pages: 3855 - 3868

11) A multi-objective genetic algorithm for unequal area facility layout problem considering safety and cost

Author(s): Hamidreza Koosha, Fatemeh Mirsaeedi, Mohammad Taghi Assadi

Pages: 3869 - 3887

12) Public health events emergency management supervision strategy with multi-agent participation

Author(s): Bingjie Lu, Decheng Wen

Pages: 3889 - 3908

13) Efficient scheduling of integrated operating rooms and post-anesthesia care units under uncertain surgery and recovery times: an artificial neural network-metaheuristic framework

Author(s): Mohammad Amin Ahmadian, Mohsen Varmazyar, Ali Fallahi

Pages: 3909 - 3941

14) A novel variant of moth swarm algorithm for flexible AC transmission system-based optimal power flow problem

Author(s): Dhiman Banerjee, Provas Kumar Roy, Goutam Kumar Panda

Pages: 3943 - 3983

15) Identification of protein-coding regions using optimized sinusoidal assisted variational mode decomposition based on swarm optimization algorithm

Author(s): K. Jayasree, Malaya Kumar Hota

Pages: 3985 - 4000

16) Comparison of different sway control algorithms for multi carriages crane system

Author(s): Emir Esim, Şahin Yıldırım, Ayşegül Gördebil

Pages: 4001 - 4020

17) Toward almost-zero fault acceptance of deep learning-based voice authentication using small training dataset

Author(s): Seung-A. Park, Sun-Beom Kwon, Dooho Choi

Pages: 4021 - 4032

18) Adaptive RoI-aware network for accurate banknote recognition using natural images

Author(s): Zhijie Lin, Zhaoshui He, Hao Liang

Pages: 4033 - 4043

19) N-gram opcode frequency based malware detection using CNN algorithm

Author(s): Seok Min Ko, JaeHyeok Yang, Ilsun You

Pages: 4045 - 4053

20) GA-based partial high-order-cascaded-deep time series forecasting model

Author(s): Gulseren Birim, Ozge Cagcag Yolcu

Pages: 4055 - 4074

21) Lightweight image super-resolution via an adaptive information fusion attention network

Author(s): Yi He, Hai Huan, Chao Wang

Pages: 4075 - 4089

22) Meet MASKS: integrating distributed knowledge and verification for multi-agent systems

Author(s): Majid Alizadeh, Amirhoshang Hoseinpour Dehkordi, Ali Movaghar

Pages: 4091 - 4106

23) Yolo-tir: an improved YOLOv5 model for vehicle and pedestrian in thermal infrared images

Author(s): Shangshu Yao, Kun Yu, Yufang Liu

Pages: 4107 - 4119

24) An approach of multi-viewed graph embedding with adaptive heat kernel based diffusion and global expressive learning

Author(s): Phu Pham

Pages: 4121 - 4137

25) PGA-Net: progressive granularity-aware training network for fine-grained image recognition

Author(s): Wei He, Zhixiang He, Jianhui Wu

Pages: 4139 - 4152

26) Early stopping strategies in Deep Image Prior

Author(s): Alessandro Benfenati, Ambra Catozzi, Federica Porta

Pages: 4153 - 4174

27) Pygrossone: a python-powered library for operating with the infinity computer arithmetic

Author(s): Alberto Falcone, Alfredo Garro, Yaroslav D. Sergeyev

Pages: 4175 - 4189

28) Unobserved expected returns in a diffusive price process: is filtering effective?

Author(s): Paride Antonini, Flavio Angelini, Marco Nicolosi

Pages: 4191 - 4205

29) Do oil prices impact on transportation? Evidence from random matrix theory

Author(s): Antonio Garcia-Amate, Laura Molero-Gonzalez, Juan Evangelista Trinidad-Segovia

Pages: 4207 - 4218

30) Time series clustering for high-dimensional portfolio selection: a comparative study

Author(s): Raffaele Mattera, Germana Scepi, Parmjit Kaur

Pages: 4219 - 4231

31) Mean–variance–skewness portfolio optimization with uncertain returns via co-skewness

Author(s): Jinwu Gao, Haomiao Hu, Hamed Ahmadzade

Pages: 4233 - 4246

32) An exterior algebra approach to generalised variances and cross-covariances

Author(s): Henry P. Wynn, Anatoly Zhigljavsky

Pages: 4247 - 4257

33) Optimised resilience measures for supply chain using portfolio selection

Author(s): Risto Talas, Ashraf Labib, Gurjeet Dhesi

Pages: 4259 - 4273

34) A new model and DCA based algorithm for clustering

Author(s): Hoai An Le Thi

Pages: 4275 - 4285

35) Infinite numbers, infinity computing the philosophy of grossone

Author(s): Gabriele Lolli

Pages: 4287 - 4299

Weekly Review 20 June 2025

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

1. Wikipedia kills AI summaries of its pages: https://www.extremetech.com/computing/wikipedia-editors-revolt-over-ai-summaries Given how many bots scrape Wikipedia for training data, this is probably a good thing
2. Corporate adoption of AI is levelling off: https://techcrunch.com/2025/06/09/corporate-ai-adoption-may-be-leveling-off-according-to-ramp-data/
3. Sam Altman is very smart but he's no scientist. Current AI are not going to drive scientific discoveries anytime soon, although they will be useful to accelerate some parts of them: https://www.bigdatawire.com/2025/06/03/ai-agents-to-drive-scientific-discovery-within-a-year-altman-predicts/
4. The thing with AI predicting your lifespan is, you'll only ever know if it under-estimated: https://www.nzherald.co.nz/world/how-many-years-do-i-have-left-an-app-gave-me-some-helpful-insights/6YFWBORXD5AI3NHGVQWQKYLGPY/
5. Trying to automate any business operation with AI is fraught. Trying to automate a government with AI is going to be hilarious: https://www.theregister.com/2025/06/10/trump_admin_leak_government_ai_plans/
6. There appears to be a fairly widespread use of AI to generate legal filings, and judges are getting sick of it: https://techcrunch.com/2025/06/07/lawyers-could-face-severe-penalties-for-fake-ai-generated-citations-uk-court-warns/
7. AI in the browser seems like a good idea, but the privacy issues around it have yet to be resolved: https://www.techrepublic.com/article/news-arc-dia-the-browser-company/
8. Retrieval-augmented Generation is helping make generative AI easier to roll out: https://www.techrepublic.com/article/news-gartner-generative-ai-apps-data-management-platforms/
9. Generative AI suck at chess: https://www.extremetech.com/computing/chatgpt-lost-a-chess-game-to-an-atari-2600
10. AI are the definition of garbage in, garbage out. Proper data annotation is essential: https://dataconomy.com/2025/06/12/why-data-labeling-quality-makes-or-breaks-ai-models/
11. Now is not a good time to be demolishing guardrails on AI: https://www.theverge.com/politics/681727/ro-khanna-ai-state-law-moratorium-reconciliation
12. An AI that can interpret genomic data, not just scan for patterns: https://dataconomy.com/2025/06/10/this-ai-explains-your-genes-the-way-a-doctor-would/
13. To be clear, this isn't AI restoring old artworks, it is AI guessing what it could have looked like: https://www.theguardian.com/science/2025/jun/11/researchers-create-ai-based-tool-that-restores-age-damaged-artworks-in-hours
14. AI have limitations in their reasoning, and these limitations appear to be fundamental: https://www.stuff.co.nz/world-news/360719320/new-research-offers-fresh-warnings-about-ability-ai
15. Constant testing of AI has a cost, but it lowers costs in the long run: https://www.theregister.com/2025/06/08/chatterbox_labs_ai_adoption/
16. AI is being used in recruitment, but people aren't happy about it: https://www.techrepublic.com/article/ai-and-recruitment/
17. That's one way of stopping students using AI to cheat:  https://www.theverge.com/news/682737/china-shuts-down-ai-chatbots-exam-season
18. AI might currently be used as a screening tool in recruitment, but that doesn't mean that any occult biases in the AI won't inappropriately screen people out: https://www.computerworld.com/article/4005351/surprise-employers-are-using-ai-to-interview-you.html
19. The connection between AI and galactic colonisation seems a bit tenuous to me: https://futurism.com/google-deepmind-hassabis
20. Some policies to mitigate the risk of shadow AI in the workplace: https://devclass.com/2025/06/10/shadow-ai-in-the-enterprise-managing-risk-without-slowing-progress/
21. How AI is contributing to the fight against cancer: https://dataconomy.com/2025/06/10/how-ai-is-fueling-our-hope-in-the-fight-against-cancer/
22. Some strategies to catch the errors made by generative AI: https://www.informationweek.com/machine-learning-ai/how-to-successfully-catch-generative-ai-errors
23. While it's not the only application of robust quantum computers, AI will certainly benefit from this technology: https://www.techrepublic.com/article/news-ibm-quantum-computer-error-correction-2029/
24. How DevOps can accelerate rollout of AI: https://www.datasciencecentral.com/unlocking-the-value-of-ai-with-devops-accelerated-mlops/

Weekly Review 13 June 2025

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

1. The data-hungry nature of AI means people are struggling with managing the data it needs: https://blocksandfiles.com/2025/06/04/tech-leaders-struggling-to-store-ai-data-never-mind-manage-it-research-shows/
2. AI are tools, not co-workers, despite the anthropomorphizing language used by marketers: https://techcrunch.com/2025/06/01/for-the-love-of-god-stop-calling-your-ai-a-co-worker/
3. AI should improve efficiency and productivity, but how do you measure this? https://www.informationweek.com/machine-learning-ai/how-to-measure-ai-efficiency-and-productivity-gains
4. Like every other piece of software, a rushed AI is likely to be less-than-good in its quality: https://arstechnica.com/health/2025/06/fda-rushed-out-agency-wide-ai-tool-its-not-going-well/
5. English speakers are most nervous about the rise of AI: https://www.theguardian.com/technology/2025/jun/05/english-speaking-countries-more-nervous-about-rise-of-ai-polls-suggest Perhaps because most AI use English the most?
6. A vulnerability is being kept alive by AI generated code: https://www.theregister.com/2025/06/05/llm_kept_persistent_path_traversal_bug_alive/
7. I'm not sure how I feel about Google's AI summarising my emails. I'd prefer to read them myself: https://arstechnica.com/google/2025/05/the-gmail-app-will-now-create-ai-summaries-whether-you-want-them-or-not/
8. A lack of training leads to a mistrust of AI amongst users: https://www.computerworld.com/article/3999619/do-you-trust-ai-heres-why-half-of-users-dont.html
9. Yoshua Bengio is also calling out the dangers of AI: https://arstechnica.com/ai/2025/06/godfather-of-ai-calls-out-latest-models-for-lying-to-users/
10. An AI tool to help amateurs write opinion columns: https://www.theverge.com/news/679332/washington-post-opinion-pieces-ai-tool-ember
11. We still need human programmers who know how to program, not just give prompts to AI: https://www.theregister.com/2025/06/05/vibe_coding_raspberry_pi/
12. AI adoption is a people problem more than a tech problem, according to a framework from the UK government: https://www.computerworld.com/article/4002450/uks-new-ai-framework-puts-culture-before-code.html
13. A ten year freeze on AI regulation is too long: https://arstechnica.com/ai/2025/06/in-10-years-all-bets-are-off-anthropic-ceo-opposes-decade-long-freeze-on-state-ai-laws/
14. When an AI fails, the user is responsible: https://www.computerworld.com/article/3998202/when-ai-fails-who-is-to-blame.html
15. Industries that can use AI better show higher wage growth compared with those industries that cannot adopt AI as easily: https://www.theregister.com/2025/06/03/ai_productivity_pwc/
16. Are law clerks using AI to write legal briefs because they've become used to using AI in their studies? https://arstechnica.com/tech-policy/2025/06/law-clerk-fired-over-chatgpt-use-after-firms-filing-used-ai-hallucinations/
17. Ways to convince management of the value of AI: https://www.informationweek.com/machine-learning-ai/how-to-convince-management-colleagues-that-ai-isn-t-a-passing-fad
18. AI chatbots do not improve productivity for most workers: https://www.computerworld.com/article/3998244/ai-chatbots-see-fast-adoption-but-deliver-minimal-productivity-gains-study-finds.html
19. A new architecture for analog AI: https://spectrum.ieee.org/analog-ai-chip-architecture
20. It's legal to use AI driven face recognition in New Zealand, as long as there's a good reason for it: https://www.rnz.co.nz/news/business/563010/privacy-commissioner-inquiry-finds-supermarket-facial-recognition-tech-s-use-is-justified
21. Moves in the UK to make it legal for AI companies to use copyrighted material to train their AI are stalling: https://www.theguardian.com/technology/2025/jun/04/ministers-offer-concessions-ai-copyright-avoid-fifth-lords-defeat
22. The tricks AI chatbots use to keep you chatting to them: https://techcrunch.com/2025/06/02/how-ai-chatbots-keep-you-chatting/
23. An AI learned to cheat its way around measures of its hallucinations: https://www.theregister.com/2025/06/02/self_improving_ai_cheat/
24. AI companies continue to scrape training data from websites, whether they are allowed to or not: https://arstechnica.com/tech-policy/2025/06/reddit-sues-anthropic-over-ai-scraping-that-retained-users-deleted-posts/

IEEE Transactions on Fuzzy Systems, Volume 33, Issue 6, June 2025

1) Brain-Inspired Fuzzy Graph Convolution Network for Alzheimer's Disease Diagnosis Based on Imaging Genetics Data

Author(s): Xia-An Bi, Yangjun Huang, Wenzhuo Shen, Zicheng Yang, Yuhua Mao, Luyun Xu, Zhonghua Liu

Pages: 1698 - 1712

2) Adaptive Incremental Broad Learning System Based on Interval Type-2 Fuzzy Set With Automatic Determination of Hyperparameters

Author(s): Haijie Wu, Weiwei Lin, Yuehong Chen, Fang Shi, Wangbo Shen, C. L. Philip Chen

Pages: 1713 - 1725

3) A Novel Reliable Three-Way Multiclassification Model Under Intuitionistic Fuzzy Environment

Author(s): Libo Zhang, Cong Guo, Tianxing Wang, Dun Liu, Huaxiong Li

Pages: 1726 - 1739

4) Guaranteed State Estimation for H−/L∞ Fault Detection of Uncertain Takagi–Sugeno Fuzzy Systems With Unmeasured Nonlinear Consequents

Author(s): Masoud Pourasghar, Anh-Tu Nguyen, Thierry-Marie Guerra

Pages: 1740 - 1752

5) Online Self-Learning Fuzzy Recurrent Stochastic Configuration Networks for Modeling Nonstationary Dynamics

Author(s): Gang Dang, Dianhui Wang

Pages: 1753 - 1766

6) ADMTSK: A High-Dimensional Takagi–Sugeno–Kang Fuzzy System Based on Adaptive Dombi T-Norm

Author(s): Guangdong Xue, Liangjian Hu, Jian Wang, Sergey Ablameyko

Pages: 1767 - 1780

7) Constructing Three-Way Decision With Fuzzy Granular-Ball Rough Sets Based on Uncertainty Invariance

Author(s): Jie Yang, Zhuangzhuang Liu, Guoyin Wang, Qinghua Zhang, Shuyin Xia, Di Wu, Yanmin Liu

Pages: 1781 - 1792

8) TOGA-Based Fuzzy Grey Cognitive Map for Spacecraft Debris Avoidance

Author(s): Chenhui Qin, Yuanshi Liu, Tong Wang, Jianbin Qiu, Min Li

Pages: 1793 - 1802

9) Reinforcement Learning-Based Fault-Tolerant Control for Semiactive Air Suspension Based on Generalized Fuzzy Hysteresis Model

Author(s): Pak Kin Wong, Zhijiang Gao, Jing Zhao

Pages: 1803 - 1814

10) Adaptive Fuzzy Attention Inference to Control a Microgrid Under Extreme Fault on Grid Bus

Author(s): Tanvir M. Mahim, A.H.M.A. Rahim, M. Mosaddequr Rahman

Pages: 1815 - 1824

11) Semisupervised Feature Selection With Multiscale Fuzzy Information Fusion: From Both Global and Local Perspectives

Author(s): Nan Zhou, Shujiao Liao, Hongmei Chen, Weiping Ding, Yaqian Lu

Pages: 1825 - 1839

12) Fuzzy Domain Adaptation From Heterogeneous Source Teacher Models

Author(s): Keqiuyin Li, Jie Lu, Hua Zuo, Guangquan Zhang

Pages: 1840 - 1852

13) Differentially Private Distributed Nash Equilibrium Seeking for Aggregative Games With Linear Convergence

Author(s): Ying Chen, Qian Ma, Peng Jin, Shengyuan Xu

Pages: 1853 - 1863

14) Robust Divide-and-Conquer Multiple Importance Kalman Filtering via Fuzzy Measure for Multipassive-Sensor Target Tracking

Author(s): Hongwei Zhang

Pages: 1864 - 1875

15) Fully Informed Fuzzy Logic System Assisted Adaptive Differential Evolution Algorithm for Noisy Optimization

Author(s): Sheng Xin Zhang, Yu Hong Liu, Xin Rou Hu, Li Ming Zheng, Shao Yong Zheng

Pages: 1876 - 1888

16) Impulsive Control of Nonlinear Multiagent Systems: A Hybrid Fuzzy Adaptive and Event-Triggered Strategy

Author(s): Fang Han, Hai Jin

Pages: 1889 - 1898

17) Uncertainty-Aware Superpoint Graph Transformer for Weakly Supervised 3-D Semantic Segmentation

Author(s): Yan Fan, Yu Wang, Pengfei Zhu, Le Hui, Jin Xie, Qinghua Hu

Pages: 1899 - 1912

18) Observer-Based SMC for Discrete Interval Type-2 Fuzzy Semi-Markov Jump Models

Author(s): Wenhai Qi, Runkun Li, Peng Shi, Guangdeng Zong

Pages: 1913 - 1925

19) Network Security Scheme for Discrete-Time T-S Fuzzy Nonlinear Active Suspension Systems Based on Multiswitching Control Mechanism

Author(s): Jiaming Shen, Yang Liu, Mohammed Chadli

Pages: 1926 - 1936

20) Fuzzy Multivariate Variational Mode Decomposition With Applications in EEG Analysis

Author(s): Hongkai Tang, Xun Yang, Yixuan Yuan, Pierre-Paul Vidal, Danping Wang, Jiuwen Cao, Duanpo Wu

Pages: 1937 - 1948

21) Adaptive Broad Network With Graph-Fuzzy Embedding for Imbalanced Noise Data

Author(s): Wuxing Chen, Kaixiang Yang, Zhiwen Yu, Feiping Nie, C. L. Philip Chen

Pages: 1949 - 1962

22) Average Filtering Error-Based Event-Triggered Fuzzy Filter Design With Adjustable Gains for Networked Control Systems

Author(s): Yingnan Pan, Fan Huang, Tieshan Li, Hak-Keung Lam

Pages: 1963 - 1976

23) Fuzzy and Crisp Gaussian Kernel-Based Co-Clustering With Automatic Width Computation

Author(s): José Nataniel A. de Sá, Marcelo R.P. Ferreira, Francisco de A.T. de Carvalho

Pages: 1977 - 1991

24) A Biselection Method Based on Consistent Matrix for Large-Scale Datasets

Author(s): Jinsheng Quan, Fengcai Qiao, Tian Yang, Shuo Shen, Yuhua Qian

Pages: 1992 - 2005

25) Nash Equilibrium Solutions for Switched Nonlinear Systems: A Fuzzy-Based Dynamic Game Method

Author(s): Yan Zhang, Zhengrong Xiang

Pages: 2006 - 2015

26) Active Domain Adaptation Based on Probabilistic Fuzzy C-Means Clustering for Pancreatic Tumor Segmentation

Author(s): Chendong Qin, Yongxiong Wang, Fubin Zeng, Jiapeng Zhang, Yangsen Cao, Xiaolan Yin, Shuai Huang, Di Chen, Huojun Zhang, Zhiyong Ju

Pages: 2016 - 2026

IEEE Transactions on Cognitive and Developmental Systems, Volume 17, Issue 3, June 2025

1) Enhancing Dimensional Image Emotion Detection With a Low-Resource Dataset via Two-Stage Training

Author(s): SangEun Lee, Seoyun Kim, Yubeen Lee, Jufeng Yang, Eunil Park

Pages: 455 - 464

2) HDMTK: Full Integration of Hierarchical Decision-Making and Tactical Knowledge in Multiagent Adversarial Games

Author(s): Wei Li, Boling Hu, Aiguo Song, Kaizhu Huang

Pages: 465 - 479

3) Functional Connectivity Patterns Learning for EEG-Based Emotion Recognition

Author(s): Chongxing Shi, C. L. Philip Chen, Shuzhen Li, Tong Zhang

Pages: 480 - 494

4) PDRL: Towards Deeper States and Further Behaviors in Unsupervised Skill Discovery by Progressive Diversity

Author(s): Ziming He, Chao Song, Jingchen Li, Haobin Shi

Pages: 495 - 509

5) Simultaneous Estimation of Human Motion Intention and Time-Varying Arm Stiffness for Enhanced Human–Robot Interaction

Author(s): Huayang Wu, Chengzhi Zhu, Long Cheng, Chenguang Yang, Yanan Li

Pages: 510 - 524

6) A Task-Oriented Deep Learning Approach for Human Localization

Author(s): Yu-Jia Chen, Wei Chen, Sai Qian Zhang, Hai-Yan Huang, H.T. Kung

Pages: 525 - 539

7) Adaptive Environment Generation for Continual Learning: Integrating Constraint Logic Programming With Deep Reinforcement Learning

Author(s): Youness Boutyour, Abdellah Idrissi

Pages: 540 - 553

8) Kernel-Based Actor–Critic Learning Framework for Autonomous Brain Control on Trajectory

Author(s): Zhiwei Song, Xiang Zhang, Shuhang Chen, Jieyuan Tan, Yiwen Wang

Pages: 554 - 563

9) Task and Motion Planning of Service Robot Arm in Unknown Environment Based on Virtual Voxel-Semantic Space

Author(s): Lipeng Wang, Xiaochen Wang, Junjun Huang, Mengjie Liu

Pages: 564 - 576

10) Data Augmentation for Seizure Prediction With Generative Diffusion Model

Author(s): Kai Shu, Le Wu, Yuchang Zhao, Aiping Liu, Ruobing Qian, Xun Chen

Pages: 577 - 591

11) Developmental Networks With Foveation

Author(s): Xiang Wu, Juyang Weng

Pages: 592 - 605

12) Modeling Task Engagement to Regulate Reinforcement Learning-Based Decoding for Online Brain Control

Author(s): Xiang Zhang, Xiang Shen, Yiwen Wang

Pages: 606 - 614

13) SMART: Sequential Multiagent Reinforcement Learning With Role Assignment Using Transformer

Author(s): Yixing Lan, Hao Gao, Xin Xu, Qiang Fang, Yujun Zeng

Pages: 615 - 630

14) Interaction Is Worth More Explanations: Improving Human–Object Interaction Representation With Propositional Knowledge

Author(s): Feng Yang, Yichao Cao, Xuanpeng Li, Weigong Zhang

Pages: 631 - 643

15) Spatial–Temporal Spiking Feature Pruning in Spiking Transformer

Author(s): Zhaokun Zhou, Kaiwei Che, Jun Niu, Man Yao, Guoqi Li, Li Yuan, Guibo Luo, Yuesheng Zhu

Pages: 644 - 658

16) A Biomathematical Model for Classifying Sleep Stages Using Deep Learning Techniques

Author(s): Ruijie He, Wei Tong, Miaomiao Zhang, Guangyu Zhu, Edmond Q. Wu

Pages: 659 - 671

17) The Effect of Audio Trigger’s Frequency on Autonomous Sensory Meridian Response

Author(s): Lili Li, Zhiqing Wu, Zhongliang Yu, Zhibin He, Zhizhong Wang, Liyu Lin, Shaolong Kuang

Pages: 672 - 681

18) Location-Guided Head Pose Estimation for Fisheye Image

Author(s): Bing Li, Dong Zhang, Cheng Huang, Yun Xian, Ming Li, Dah-Jye Lee

Pages: 682 - 697

19) Brain Network Reorganization in Response to Multilevel Mental Workload in Simulated Flight Tasks

Author(s): Kuijun Wu, Jingjia Yuan, Xianliang Ge, Ioannis Kakkos, Linze Qian, Sujie Wang, Yamei Yu, Chuantao Li, Yu Sun

Pages: 698 - 709

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