IEEE Transactions on Fuzzy Systems, Volume 33, Issue 7, July 2025

1) Optimizing Deep Neuro-Fuzzy Network for ECG Medical Big Data Through Integration of Multiscale Features

Author(s): Xin Wang, Jianhui Lv, Byung-Gyu Kim, Bidare Divakarachari Parameshachari, Keqin Li, Dongsheng Yang, Achyut Shankar

Pages: 2027 - 2037

2) FDformer: A Fuzzy Dynamic Transformer-Based Network for Efficient Industrial Time Series Prediction

Author(s): Lei Ren, Tuo Zhao, Haiteng Wang

Pages: 2038 - 2049

3) ODMGIS: An Outlier Detection Method Based on Multigranularity Information Sets

Author(s): Pengfei Zhang, Zhaoxuan He, Dexian Wang, Tao Jiang, Baolin Li, Jia Liu, Wei Huang, Tianrui Li

Pages: 2050 - 2061

4) Double-Layer Fuzzy Neural Network Based Optimal Control for Wastewater Treatment Process

Author(s): Junfei Qiao, Dingyuan Chen, Cuili Yang, Dapeng Li

Pages: 2062 - 2073

5) Distributed Estimator-Based Fuzzy Containment Control for Nonlinear Multiagent Systems With Deferred Constraints

Author(s): Hui Ma, Qi Zhou, Hongru Ren, Zhenyou Wang

Pages: 2074 - 2083

6) Hierarchical Fuzzy Topological System for High-Dimensional Data Regression Problems

Author(s): Mengxue Yao, Taoyan Zhao, Jiangtao Cao, Jinna Li

Pages: 2084 - 2095

7) Sliding Mode Learning Control for Interconnected Nonlinear Systems via Data-Driven Self-Triggered Fuzzy Approach

Author(s): Fanbiao Li, Tengda Wang, Yiyun Zhao, Tingwen Huang, Chunhua Yang, Weihua Gui

Pages: 2096 - 2108

8) Fully Distributed Adaptive Fuzzy Resilient Nash Equilibrium Seeking for Uncertain Multiagent Systems With Prescribed-Time Convergence

Author(s): Yuan-Xin Li, Bo Xu, Shaocheng Tong

Pages: 2109 - 2121

9) Predefined-Time Fuzzy Adaptive Optimal Secure Consensus Control for Multiagent Systems With Unknown Follower Dynamics

Author(s): Haitao Wang, Qingshan Liu, Ju H. Park

Pages: 2122 - 2135

10) Interval Observer-Based Control of Takagi–Sugeno Fuzzy Systems With Uncertainties

Author(s): Ming Chi, Ankang Zhang, Xiaoling Wang, Lintao Ye

Pages: 2136 - 2147

11) Granular-Ball Computing-Based Fuzzy Twin Support Vector Machine for Pattern Classification

Author(s): Guangming Lang, Lixi Zhao, Duoqian Miao, Weiping Ding

Pages: 2148 - 2160

12) Enhancing Decision-Making Clarity: Layered Set-Based Similarity Measures for Probabilistic Hesitant Fuzzy Sets

Author(s): Bahram Farhadinia, Hamid Khayyam, Mahdi Jalili

Pages: 2161 - 2173

13) Fractional Exponent-Based Looped-Lyapunov Functional for Mode-Dependent Sampled-Data Control of T–S Fuzzy Markovian Jump Systems With H∞ Performance

Author(s): Karpagavalli Sundararajan, Padmaja Narasimman, Tae H. Lee, Lakshmanan Shanmugam

Pages: 2174 - 2188

14) An Antinoise Disturbance Fuzzy Neural Dynamics for Manipulability Optimization of Omnidirectional Mobile Redundant Manipulator

Author(s): Shijun Tang, Xingtian Xiao, Zhongbo Sun, Yunfeng Hu, Hong Chen

Pages: 2189 - 2202

15) Online Multilabel Streaming Feature Selection by Label Enhancement and Fuzzy Synergistic Discrimination Information

Author(s): Ligeng Zou, Tong Zhou, Jianhua Dai

Pages: 2203 - 2214

16) Output-Feedback Proportional-Integral Fuzzy Control of Unknown Nonlinear Systems With Prescribed Performance

Author(s): Jin-Zi Yang, Jin-Xi Zhang, Tianyou Chai

Pages: 2215 - 2225

17) Multiview Unsupervised Representation Learning via Integration of Fuzzy Rules and Graph-Based Adaptive Regularization

Author(s): Yi Zhu, Dong Li, Chao Xi, Witold Pedrycz

Pages: 2226 - 2237

18) A Transformation Method of Noncooperative to Cooperative Behavior by Trust Propagation in Social Network Group Decision Making

Author(s): Tiantian Gai, Francisco Chiclana, Weidong Jin, Mi Zhou, Jian Wu

Pages: 2238 - 2250

19) Interval Observer-Based Secure Estimation for T–S Fuzzy Systems Under Stealthy Attacks

Author(s): Zhi-Hui Li, Guang-Hong Yang

Pages: 2251 - 2260

20) Adaptive Fuzzy Fixed-Time Control for Uncertain Time-Delay Nonlinear Systems With Output Constraints

Author(s): Yang Bai, Gang Dou, Tianliang Zhang, Weihai Zhang, Mei Guo

Pages: 2261 - 2271

21) Robust Control Analysis With Model Transformation for Interval Type-2 Fuzzy Systems

Author(s): Jie Yang, Shaoyan Gai, Feipeng Da, Wenbo Xie

Pages: 2272 - 2283

22) Robust Jointly Sparse Fast Fuzzy Clustering via Ternary-Tree-Based Anchor Graph

Author(s): Jianping Liu, Hongying Zhang, Kezhen Dong, Feiping Nie

Pages: 2284 - 2294

23) Fuzzy Opinion Dynamics-Driven Consensus Model Within Hybrid Mesoscale Structure in Social Trust Network

Author(s): Fei Teng, Xinran Liu, Peide Liu, Xiaoming Wu

Pages: 2295 - 2307

24) Inverse Q-Learning Optimal Control for Takagi–Sugeno Fuzzy Systems

Author(s): Wenting Song, Jun Ning, Shaocheng Tong

Pages: 2308 - 2320

25) Misclassification-Error-Inspired Ensemble of Interpretable First-Order TSK Fuzzy Subclassifiers: A Novel Multiview Learning Perspective

Author(s): Maosen Long, Fu-Lai Chung, Shitong Wang

Pages: 2321 - 2335

26) Fuzzy Hierarchical Stochastic Configuration Networks for Industrial Soft Sensor Modeling

Author(s): Xinyu Zhou, Jun Lu, Jinliang Ding

Pages: 2336 - 2347

27) An Asymmetric Approach to Three-Way Approximation of Fuzzy Sets

Author(s): Xuerong Zhao, Duoqian Miao, Yiyu Yao, Witold Pedrycz

Pages: 2348 - 2360

28) Fuzzy Domain Adaptation via Variational Inference for Evolving Concept Drift

Author(s): Chuang Wang, Zidong Wang, Weiguo Sheng, Qingqiang Liu, Hongli Dong

Pages: 2361 - 2375

29) New Result on Mismatched Double Fuzzy Summation Inequality

Author(s): Feng Li, Zhenghao Ni, Sangmoon Lee, Hao Shen

Pages: 2376 - 2381

30) Erratum to “Spatial Weighted Robust Clustering of Multivariate Time Series Based on Quantile Dependence With an Application to Mobility During COVID-19 Pandemic”

Author(s): Ángel López-Oriona, Pierpaolo D'Urso, José A. Vilar, Borja Lafuente-Rego

Pages: 2382 - 2382

Weekly Review 25 July 2025

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

1. The "fair use" defence of AI companies scraping the web for training data is not valid in the EU: https://www.theregister.com/2025/07/14/eu_genai_fair_use/
2. For safety, we need to know what AI are thinking: https://techcrunch.com/2025/07/15/research-leaders-urge-tech-industry-to-monitor-ais-thoughts/
3. Again, this isn't authors using prompts to trick people, it's authors tricking the AI reviewers are using instead of doing the reviewing themselves: https://www.techrepublic.com/article/news-hidden-ai-prompts-academic-research-papers/
4. For some developers, AI coding tools make them less productive, not more so: https://techcrunch.com/2025/07/11/ai-coding-tools-may-not-speed-up-every-developer-study-shows/
5. Another security bug-since fixed-in an AI: https://techcrunch.com/2025/07/15/meta-fixes-bug-that-could-leak-users-ai-prompts-and-generated-content/
6. I still use the terminal for a lot of programming work. I'm strangely gratified to see AI making its way there: https://techcrunch.com/2025/07/15/ai-coding-tools-are-shifting-to-a-surprising-place-the-terminal/
7. Energy demands of AI are rising, but so are solutions: https://www.nzherald.co.nz/world/companies-focus-on-ways-of-achieving-energy-efficiency-as-consumption-keeps-increasing/TFNBHB2PMRH5ZM726GYS4OUHV4/
8. The corporate risks around AI are beginning to be better known: https://www.theregister.com/2025/07/15/sec_risk_factors_ai/
9. Do not rely on AI for therapy: https://arstechnica.com/ai/2025/07/ai-therapy-bots-fuel-delusions-and-give-dangerous-advice-stanford-study-finds/
10. AI companies are under-estimating and under-preparing for the dangers of advanced AI: https://www.theguardian.com/technology/2025/jul/17/ai-firms-unprepared-for-dangers-of-building-human-level-systems-report-warns
11. An improved approach to Copilot AI viewing your screen, but I'm not convinced the security and privacy issues have been adequately addressed: https://dataconomy.com/2025/07/16/copilot-vision-now-sees-your-whole-screen/
12. If you're in AI, big corporations are the best place to find big salaries: https://www.theregister.com/2025/07/15/janco_it_salary_report/
13. AI chatbots are not an adequate or safe alternative to human therapists. They are a lot cheaper though: https://techcrunch.com/2025/07/13/study-warns-of-significant-risks-in-using-ai-therapy-chatbots/
14. Big AI companies are as vulnerable to the risks of growing too quickly as any other organisation: https://techcrunch.com/2025/07/15/a-former-openai-engineer-describes-what-its-really-like-to-work-there/
15. The European Union's rules around AI: https://www.techrepublic.com/article/news-eu-ai-code/
16. An AI generated band found success, and people never even realised it was AI: https://www.theguardian.com/technology/2025/jul/14/an-ai-generated-band-got-1m-plays-on-spotify-now-music-insiders-say-listeners-should-be-warned
17. AI generated an improved recipe for low-carbon concrete: https://www.theregister.com/2025/07/17/meta_ai_concrete_model/
18. AI generated slop is being used to populate click-harvesting websites: https://www.rnz.co.nz/news/in-depth/567221/how-a-local-website-was-hijacked-and-filled-with-ai-generated-coherent-gibberish
19. Ways AI can be applied to financial forecasting: https://www.datasciencecentral.com/how-ai-is-transforming-financial-forecasting-for-smbs-and-enterprises/
20. Turns out, the problems with using AI in sports are more to do with the people using it: https://www.theguardian.com/sport/2025/jul/15/rise-of-the-machines-ai-outrage-technology-tennis-sport
21. Improved algorithms boost the performance of AI: https://www.theregister.com/2025/07/17/new_algorithms_boost_ai_perf/
22. AI is making things worse for new graduates hunting for jobs: https://www.theguardian.com/technology/2025/jul/13/workforce-crisis-key-takeaways-graduates-ai-jobs-market
23. Ten simple maths and stats commands in Python: https://www.kdnuggets.com/10-python-math-statistical-analysis-one-liners
24. Why am I not surprised that this particular AI company has lax safety standards? https://techcrunch.com/2025/07/16/openai-and-anthropic-researchers-decry-reckless-safety-culture-at-elon-musks-xai/

Weekly Review 18 July 2025

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

1. An arms race is happening, between the AI cheaters and the AI cheat detectors: https://techcrunch.com/2025/07/09/why-cluelys-roy-lee-isnt-sweating-cheating-detectors/
2. When will artificial general intelligence arrive? Sometime after we can define what it means: https://arstechnica.com/ai/2025/07/agi-may-be-impossible-to-define-and-thats-a-multibillion-dollar-problem/
3. I think if I left my online shopping to an AI, I'd end up with 15 copies of books I already own: https://techcrunch.com/2025/07/08/genai-as-a-shopping-assistant-set-to-explode-during-prime-day-sales/
4. How AI is being used by terrorists-not terminators, but for recruitment and fund raising: https://www.theguardian.com/world/2025/jul/08/terrorist-groups-artificial-intelligence
5. The problem here isn't that the paper authors are trying to fool an AI, it's that reviewers are using AI to do the reviews for them: https://www.theregister.com/2025/07/07/scholars_try_to_fool_llm_reviewers/
6. How gaming can be a way of cutting through AI hype: https://www.theregister.com/2025/07/07/ai_scores_a_huge_own/
7. This is one of the real dangers of AI, using them to mislead and manipulate people: https://www.stuff.co.nz/world-news/360751040/impostor-uses-ai-impersonate-rubio-and-contact-foreign-and-us-officials
8. It seems an unfortunate part of New Zealand culture that we tend to be more ahead in social matters, and more behind in technological matters. AI is no exception to this: https://www.stuff.co.nz/nz-news/360754851/we-need-more-human-intelligence-we-try-figure-out-artificial-intelligence
9. AI hallucination as creativity: https://arstechnica.com/ai/2025/07/chatgpt-made-up-a-product-feature-out-of-thin-air-so-this-company-created-it/
10. An AI-generated home cleaning schedule: https://www.stuff.co.nz/home-property/360748878/ai-cleaning-my-house-and-its-been-total-game-changer
11. Even though investment in AI continues, higher level executives are starting to lose interest: https://www.theregister.com/2025/07/09/csuite_sours_on_ai/
12. Using AI to translate Chinese to sign language is a difficult problem: https://www.theregister.com/2025/07/10/china_ai_sign_language_translation/
13. When talking about AI generated videos, thr image caption "Bible stories are being reimagined through the Americanised lens of fuckboy vlog culture" might just be the best I've ever seen: https://www.theguardian.com/culture/2025/jul/07/what-if-jesus-was-a-vlogger-the-ai-bible-stories-flooding-social-media
14. How to avoid AI making you stupid: https://www.bigdatawire.com/2025/07/09/how-to-keep-ai-from-making-your-employees-stupid/
15. The emerging role of agentic AI in software engineering: https://www.datasciencecentral.com/how-agentic-ai-reshapes-your-development/
16. High school students using AI to cheat is a growing problem in New Zealand: https://www.nzherald.co.nz/nz/ai-driven-exam-breaches-surge-as-schools-grapple-with-cheating-top-principals-warning/5PTARAXHCNAJ7O2ZGWQQKI4L2A/
17. How to transition into AI even if your background is not tech: https://www.kdnuggets.com/5-ways-to-transition-into-ai-from-a-non-tech-background
18. Manipulation of people-including emotional manipulation-is the real danger of AI: https://www.theguardian.com/tv-and-radio/2025/jul/12/i-felt-pure-unconditional-love-the-people-who-marry-their-ai-chatbots
19. AI will put everyone out of work in 20 years: https://www.theguardian.com/technology/2025/jul/09/futurist-adam-dorr-robots-ai-jobs-replace-human-labour
20. Nonexistent caselaw, hallucinated from an AI, causes a court ruling to be thrown out: https://www.theregister.com/2025/07/08/georgia_appeals_court_ai_caselaw/
21. While AI is a useful tool, decisions should always be backed up by a human: https://www.theregister.com/2025/07/07/ai_wimbledon_fail/
22. An image recognition AI that more closely approximates the human visual system: https://spectrum.ieee.org/topographic-neural-network
23. Stealing cryptocurrency with AI: https://www.theregister.com/2025/07/10/ai_agents_automatically_steal_cryptocurrency/
24. Semantic layers provide a better way for AI to access data: https://www.bigdatawire.com/2025/07/08/rethinking-ai-ready-data-with-semantic-layers/

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