IEEE Transactions on Fuzzy Systems, Volume 31, Issue 12

1) Adaptive Event-Triggered Fuzzy Control of State-Constrained Stochastic Nonlinear Systems Using IBLFs

Author(s): Tingting Gao, Tieshan Li, Yan-Jun Liu, Shaocheng Tong, Lei Liu

Pages: 4145 - 4157

2) Multilayer Evolving Fuzzy Neural Networks

Author(s): Xiaowei Gu, Plamen Angelov, Jungong Han, Qiang Shen

Pages: 4158 - 4169

3) Construction of Universal Approximators for Multi-Input Single-Output Hierarchical Fuzzy Systems

Author(s): Changle Sun, Haitao Li

Pages: 4170 - 4179

4) Source-Free Multidomain Adaptation With Fuzzy Rule-Based Deep Neural Networks

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

Pages: 4180 - 4194

5) Prescribed-Time Formation Control for a Class of Multiagent Systems via Fuzzy Reinforcement Learning

Author(s): Yan Zhang, Mohammed Chadli, Zhengrong Xiang

Pages: 4195 - 4204

6) Parameter-Free Robust Ensemble Framework of Fuzzy Clustering

Author(s): Zhaoyin Shi, Long Chen, Weiping Ding, Chuanbin Zhang, Yingxu Wang

Pages: 4205 - 4219

7) H∞ Asynchronous Admissibilization for Nonlinear Singular Delayed Hybrid Hydraulic Turbine Governing Systems With Impulsive Perturbations

Author(s): Yiqun Liu, Guangming Zhuang, Xiangpeng Xie, Jianwei Xia

Pages: 4220 - 4234

8) Coding Method Based on Fuzzy C-Means Clustering for Spiking Neural Network With Triangular Spike Response Function

Author(s): Fang Liu, Witold Pedrycz, Chao Zhang, Jie Yang, Wei Wu

Pages: 4235 - 4248

9) Virtual Reference-Based Fuzzy Noncascade Speed Control for PMSM Systems With Unmatched Disturbances and Current Constraints

Author(s): Hu Li, Shuting Wang, Yuanlong Xie, Shiqi Zheng, Peng Shi

Pages: 4249 - 4261

10) Complemental Fuzzy Sets: A Semantic Justification of q-Rung Orthopair Fuzzy Sets

Author(s): José Carlos R. Alcantud

Pages: 4262 - 4270

11) Performance-Driven Fault Detection for Uncertain Takagi–Sugeno Fuzzy Feedback Control Systems

Author(s): Ruijie Liu, Engang Tian, Ying Yang

Pages: 4271 - 4284

12) Adaptive Fixed-Time Control for State-Constrained High-Order Uncertain Nonlinear Cyber-Physical Systems Under Malicious Attacks

Author(s): Zhaoyang Cuan, Da-Wei Ding, Yingying Ren, Xiao-Jian Li

Pages: 4285 - 4297

13) Distributed Fuzzy Containment Control for Stochastic Nonlinear Multiagent Systems Under Denial-of-Service Attacks

Author(s): Jiayue Sun, Xiyue Guo, Tao Yang, Huaguang Zhang, Tianyou Chai

Pages: 4298 - 4307

14) Ultimately Bounded PID Control for T–S Fuzzy Systems Under FlexRay Communication Protocol

Author(s): Yezheng Wang, Zidong Wang, Lei Zou, Lifeng Ma, Hongli Dong

Pages: 4308 - 4320

15) Deep Fuzzy Variable C-Means Clustering Incorporated With Curriculum Learning

Author(s): Maoguo Gong, Yue Zhao, Hao Li, A. K. Qin, Lining Xing, Jianzhao Li, Yiting Liu, Yuhao Liu

Pages: 4321 - 4335

16) Guaranteed Set-Membership Estimation for Local Nonlinear Uncertain Fuzzy Systems Subject to Partially Decouplable Unknown Inputs

Author(s): Weijie Ren, Shenghui Guo, Choon Ki Ahn

Pages: 4336 - 4349

17) Intensive Noise-Tolerant Zeroing Neural Network Based on a Novel Fuzzy Control Approach

Author(s): Lei Jia, Lin Xiao, Jianhua Dai, Yaonan Wang

Pages: 4350 - 4360

18) Fixed-Index-Set Based Approach for Solving a Bilevel Fuzzy Relation Programming With Addition-Min Composition

Author(s): Qianyu Shu, Xiaopeng Yang

Pages: 4361 - 4373

19) Fuzzy H∞ Control of Semi-Markov Jump Singularly Perturbed Nonlinear Systems With Partial Information and Actuator Saturation

Author(s): Jing Wang, Zongjie Chen, Hao Shen, Jinde Cao, Leszek Rutkowski

Pages: 4374 - 4384

20) Information Granule Based Uncertainty Measure of Fuzzy Evidential Distribution

Author(s): Qianli Zhou, Witold Pedrycz, Yingying Liang, Yong Deng

Pages: 4385 - 4396

21) Event-Triggered Predefined-Time Output Feedback Control for Fractional-Order Nonlinear Systems With Input Saturation

Author(s): Mengyuan Cui, Shaocheng Tong

Pages: 4397 - 4409

22) Fault-Tolerant Fuzzy Observer-Based Fixed-Time Tracking Control for Nonlinear Switched Systems

Author(s): Di Cui, Choon Ki Ahn, Zhengrong Xiang

Pages: 4410 - 4420

23) Fuzzy Memory Sampled-Data Controller Design for PMSG-Based WECS With Stochastic Packet Dropouts

Author(s): Rupak Datta, Young Hoon Joo

Pages: 4421 - 4434

24) Relaxed Stabilization of Event-Triggered Interval Type-2 T–S Fuzzy Positive Systems With Stochastic Actuator Failure

Author(s): Ziguang Wang, Hak Keung Lam, Aiwen Meng, Zhiquan Li

Pages: 4435 - 4446

25) Adaptive Fuzzy-Based Event-Triggered Control for MIMO Switched Nonlinear System With Unknown Control Directions

Author(s): Yingxue Hou, Yan-Jun Liu, Li Tang, Shaocheng Tong

Pages: 4447 - 4458

26) Adaptive Fuzzy Prescribed Performance Output-Feedback Cooperative Control for Uncertain Nonlinear Multiagent Systems

Author(s): Zhuangbi Lin, Zhi Liu, Chun-Yi Su, Yaonan Wang, C. L. Philip Chen, Yun Zhang

Pages: 4459 - 4470

27) Adaptive Fuzzy Decentralized Output-Feedback Control of Large-Scale Systems With Sensor Faults: A Multichannel Asynchronous Triggering Approach

Author(s): Xinpeng Fang, Huijin Fan, Lei Liu, Bo Wang

Pages: 4471 - 4485

28) A Robust Learning Membership Scaling Fuzzy C-Means Algorithm Based on New Belief Peak

Author(s): Qifen Yang, Gang Han, Wanyi Gao, Zhenye Yang, Shuhua Zhu, Yuhui Deng

Pages: 4486 - 4500

29) Deep Fuzzy Clustering Transformer: Learning the General Property of Corruptions for Degradation-Agnostic Multitask Image Restoration

Author(s): Yuanshuo Cheng, Mingwen Shao, Yecong Wan, Yuexian Liu, Huan Liu, Deyu Meng

Pages: 4501 - 4515

30) A Robust Multilabel Feature Selection Approach Based on Graph Structure Considering Fuzzy Dependency and Feature Interaction

Author(s): Tengyu Yin, Hongmei Chen, Zhong Yuan, Jihong Wan, Keyu Liu, Shi-Jinn Horng, Tianrui Li

Pages: 4516 - 4528

31) Event-Trigger-Based Finite-Time Adaptive Fuzzy Control for Stochastic Nonlinear Systems With Unmeasured States

Author(s): Zhaoyang You, Fang Wang, Xinyi Lu

Pages: 4529 - 4541

32) Transfer Learning of Fuzzy Spatio-Temporal Rules in a Brain-Inspired Spiking Neural Network Architecture: A Case Study on Spatio-Temporal Brain Data

Author(s): Nikola K. Kasabov, Yongyao Tan, Maryam Doborjeh, Enmei Tu, Jie Yang, Wilson Goh, Jimmy Lee

Pages: 4542 - 4552

Programming languages for artificial intelligence 2023

Introduction

About 18 months ago I posted this article, where I reported on the results of a meta-analysis I had done on the popularity of different programming languages in AI. That analysis included articles across several years. In this update, I have restricted the analysis to articles published in 2023.

Methodology

Despite the restriction of articles published only in 2023, the data I used in this analysis came from 33 different articles. Each article was from a different author, to prevent duplication. Where several languages were ranked the same on the list, I recorded them as separate entries with the same rank.

I analysed the lists in three ways:

1. The frequency at which a language appeared in the lists, regardless of position on the list;
2. The median rank assigned to each language across all lists in which it appears, and;
3. A weighted median rank, where the median rank of the language was weighted according to the frequency at which it appeared in lists. This corrects for outliers that were highly ranked on only a small number of lists.

Results

The lists were of varying lengths, the minimum was three and the maximum was 11. The most frequent list length was five, with a mean and median of seven. Below are the top ten ranked languages, for each analysis method.

In order of frequency, the top ten languages for AI are:

1. Python
2. Java
3. C++
4. R
5. JavaScript
6. Lisp
7. Julia
8. Prolog
9. Scala
10. Haskell

In order of median rank:

1. Python
2. Java
3. React
4. Wolfram
5. C++
6. R
7. JavaScript
8. Lisp
9. Matlab
10. Julia

Note that this is only the median rank of languages, regardless of how frequently they are listed. This has the effect of pushing some languages, such as React, higher up the list than they would otherwise be. This is corrected by the weighted median rank.

The top ten languages for AI, as ordered by weighted median rank, are:

1. Python
2. Java
3. C++
4. R
5. JavaScript
6. Lisp
7. Julia
8. Prolog
9. Scala
10. Haskell

As this listing accounts for both rankings of language, and the frequency at which the language appears in the articles, I consider this to be the most informative.

References

• https://blog.appacademy.io/best-programming-languages-for-ai-development/
• https://star-knowledge.com/blog/programming-languages-for-artificial-intelligence/
• https://cointelegraph.com/news/5-programming-languages-to-learn-for-ai-development
• https://www.upwork.com/resources/best-ai-programming-language
• https://hackr.io/blog/best-language-for-ai
• https://finance.yahoo.com/news/top-10-programming-languages-ai-014111235.html
• https://aibusiness.com/verticals/7-ai-programming-languages-you-need-to-know
• https://fronty.com/top-10-programming-languages-for-ai-the-future%20of-ai/
• https://www.bocasay.com/top-ai-programming-languages-2023/
• https://medium.com/javarevisited/5-best-programming-languages-for-artificial-intelligence-in-2023-8ba9eed4d5cc
• https://history-computer.com/these-are-the-10-best-programming-languages-for-ai-development-in-2023/
• https://blog.hubspot.com/website/ai-programming-languages
• https://atlasiko.com/blog/ai/best-programming-language-for-ai/
• https://www.infuy.com/blog/top-9-programming-languages-for-artificial-intelligence-in-2023/
• https://learnyourskills.com/top-programming-languages-for-artificial-intelligence/
• https://careerfoundry.com/en/blog/web-development/ai-programming-languages/
• https://evolvexplorehub.com/blog/details50
• https://www.yeeply.com/en/blog/most-popular-programming-languages-2023/
• https://www.analyticsinsight.net/top-10-programming-languages-for-ai-engineers-in-2023/
• https://willdom.com/blog/3-artificial-intelligence-programming-languages/
• https://googiehost.com/blog/best-programming-languages-for-ai-development/
• https://invozone.com/blog/top-8-programming-languages-for-ai-development-in-2022/
• https://content.techgig.com/career-advice/5-best-programming-languages-for-ai-in-2023/articleshow/103480858.cms
• https://techbullion.com/best-10-programming-languages-in-2023-for-ai-development/
• https://blackwallstreet.ca/top-7-ai-programming-languages-to-learn/
• https://www.einsstark.tech/best-programming-languages-in-artificial-intelligence/
• https://www.technodsofficial.in/2023/09/top-programming-languages-for-ai.html
• https://fchiaramonte.com/best-language-for-ai-programming/
• https://bscholarly.com/best-programming-languages-for-artificial-intelligence/
• https://pizgaa.com/programming-languages-for-ai-in-2023/
• https://greelance.com/best-programming-language-for-artificial-intelligence-ai-and-machine-learning-ml-in-2023/
• https://www.7riverslivestock.com/markets/stocks.php?article=getnews-2023-11-27-the-top-programming-languages-powering-ai-development
• https://www.orioninfosolutions.com/blog/10-best-artificial-intelligence-ai-programming-languages-in-2023
  

Weekly Review 1 December 2023

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

1. A brief(ish) summary of the Sam Altman saga at OpenAI: https://www.nzherald.co.nz/world/what-does-sam-altmans-firing-and-quick-reinstatement-mean-for-the-future-of-ai/KOIP6NE5HRDK7CYUV2J6LHICYY/
2. More on the fallout and implications of the Sam Altman / OpenAI debacle: https://www.nature.com/articles/d41586-023-03700-4 
3. There's nothing wrong with teaching Maori culture, or with wanting Maori and Pasifika kids to do better in education. But when New Zealand kids overall are slipping further down the international rankings, maybe prioritise English, maths and science? https://www.stuff.co.nz/national/education/301014381/damien-grant-our-education-system-is-constantly-failing-our-students
4. When the code ChatGPT generates, is your code: https://spectrum.ieee.org/chatgpt-code
5. The data sets used to generate facial recognition models lack diversity, especially of smaller populations like Polynesians. This is known. A biased data set will produce a biased AI. This also is known. Now it seems the general public are becoming more aware of this: https://www.nzherald.co.nz/kahu/maori-being-used-as-guinea-pigs-for-facial-recognition-tech-ethicist/L3UKTI5AT5BT7NFJD4CTAZJQOA/
6. More jobs going from New Zealand universities. Just the outcome of a succession of governments that have failed to support higher education. https://www.rnz.co.nz/news/national/503209/all-the-jobs-likely-going-and-already-gone-from-new-zealand-s-universities-in-2023
7. A framework for tuning the prompts used for generative AI: https://hbr.org/2023/11/improve-your-companys-use-of-ai-with-a-structured-approach-to-prompts 
8. On how artificial intelligence is being used in art history-from detecting elements of style, to reconstructing lost works: https://www.nature.com/articles/d41586-023-03604-3
9. How artificial intelligence and machine learning got to be so big at Facebook: https://www.technologyreview.com/2023/11/14/1083336/how-facebook-went-all-in-on-ai/
10. Coca-Cola designed by AI is not something most people will want: https://www.stuff.co.nz/life-style/food-drink/301013178/newsable-i-tried-ai-coke-heres-what-it-tastes-like 
11. Using AI and machine learning to improve estimates of rainfall: https://spectrum.ieee.org/weather-satellite 
12. Online learning improves participation in higher education, especially for more marginalised groups. It does come with its own set of challenges, however: https://www.stuff.co.nz/pou-tiaki/133337278/online-learning-can-make-university-more-accessible-for-mori-report-finds
13. Using AI to assist with the diagnosis, treatment and assessment of animal diseases: https://www.nzherald.co.nz/nz/its-a-rain-gauge-for-disease-an-otago-based-companys-ai-assisted-technology-has-a-trove-of-applications/WSUDJ4CE6FEVTBPUHNX5NH2WWQ/
14. Are we now going to see an arms race between AI that generate fake data and AI that will detect fake data? https://www.nature.com/articles/d41586-023-03635-w 
15. I wouldn't trust ChatGPT if it told me the sky is blue, I'm certainly not going to let it plot my data. But at least it will show you the Python code that generated the plot, so it's useful in that respect: https://www.kdnuggets.com/create-stunning-data-viz-in-seconds-with-chatgpt 
16. Ultimately, AI is a tool. The danger with artificial intelligence is how people use it: https://www.theguardian.com/commentisfree/2023/nov/26/artificial-intelligence-harm-worry-about-people-control-openai
17. An overview of machine learning and AI for microbiologists: https://www.nature.com/articles/s41579-023-00984-1
18. Why does this article on the safety of artificial intelligence read like it was written by an AI? https://www.datasciencecentral.com/why-generative-ai-safety-research-is-beyond-alignment/
19. How to use the new AI features in YouTube: https://dataconomy.com/2023/11/22/youtube-ai-features-and-how-to-use-them/ 
20. Apple seems to have a bit more in the way of ethics than some other companies. Now Tim Cook is calling for governmental regulation of artificial intelligence: https://www.extremetech.com/internet/ai-needs-government-regulation-apple-ceo-says
21. Detecting antibiotic resistant bacteria using artificial intelligence: https://www.datanami.com/2023/11/22/oxford-researchers-use-ai-to-detect-antibiotic-resistance-faster-than-gold-standard-testing/
22. Now authors of nonfiction works are suing over the use of their writing to train AI: https://www.computerworld.com/article/3711321/nonfiction-authors-sue-openai-microsoft-over-copyright-infringement.html
23. Resources for learning about generative AI and large language models: https://www.kdnuggets.com/a-comprehensive-list-of-resources-to-master-large-language-models 
24. Using machine learning to control experimental fusion reactors: https://www.theregister.com/2023/11/23/ntt_ai_nuclear_fusion_control/ 
25. The risks of using code generated by AI: https://www.informationweek.com/machine-learning-ai/chatgpt-use-sparks-code-development-risks
26. Ten principles to follow in order to successfully use artificial intelligence in your business: https://www.datanami.com/2023/11/23/beyond-the-hype-10-core-principles-for-ai-success/
27. I considered moving into high school teaching myself once. It is a much more stable career choice than post-doc research: https://www.nature.com/articles/d41586-023-03612-3

IEEE Transactions on Artificial Intelligence, Volume 4, Issue 6

1) Hierarchical Reinforcement Learning for Air Combat at DARPA's AlphaDogfight Trials

Author(s): Adrian P. Pope, Jaime S. Ide, Daria Mićović, Henry Diaz, Jason C. Twedt, Kevin Alcedo, Thayne T. Walker, David Rosenbluth, Lee Ritholtz, Daniel Javorsek

Pages: 1371 - 1385

2) Writing in the Air: Unconstrained Text Recognition From Finger Movement Using Spatio-Temporal Convolution

Author(s): Ue-Hwan Kim, Yewon Hwang, Sun-Kyung Lee, Jong-Hwan Kim

Pages: 1386 - 1398

3) View Invariant Spatio-Temporal Descriptor for Action Recognition From Skeleton Sequences

Author(s): Venkata Subbareddy K, Nirmala Devi L

Pages: 1399 - 1412

4) Fine-Grained Early Frequency Attention for Deep Speaker Representation Learning

Author(s): Amirhossein Hajavi, Ali Etemad

Pages: 1413 - 1425

5) Answering Binary Causal Questions Using Role-Oriented Concept Embedding

Author(s): Humayun Kayesh, Md. Saiful Islam, Junhu Wang

Pages: 1426 - 1436

6) Recording Behaviors of Artificial Intelligence in Blockchains

Author(s): Yushu Zhang, Jiahao Zhao, Jiajia Jiang, Youwen Zhu, Liangmin Wang, Yong Xiang

Pages: 1437 - 1448

7) Learning to Play Koi-Koi Hanafuda Card Games With Transformers

Author(s): Sanghai Guan, Jingjing Wang, Ruijie Zhu, Junhui Qian, Zhongxiang Wei

Pages: 1449 - 1460

8) Action Recognition in Dark Videos Using Spatio-Temporal Features and Bidirectional Encoder Representations From Transformers

Author(s): Himanshu Singh, Saurabh Suman, Badri Narayan Subudhi, Vinit Jakhetiya, Ashish Ghosh

Pages: 1461 - 1471

9) JSSE: Joint Sequential Semantic Encoder for Zero-Shot Event Recognition

Author(s): Naveen Madapana, Juan P. Wachs

Pages: 1472 - 1483

10) IBAttack: Being Cautious About Data Labels

Author(s): Akshay Agarwal, Richa Singh, Mayank Vatsa, Nalini Ratha

Pages: 1484 - 1493

11) DReD–A Descriptive Relation Dataset for Expanding Relation Extraction

Author(s): Logan Markewich, Yubin Xing, Roy Ka-Wei Lee, Zhi Li, Seokbum Ko

Pages: 1494 - 1503

12) Boundary-Aware Network With Topological Consistency Constraint for Optic Chiasm Segmentation

Author(s): Wei Huang, Xin Shu, Zizhou Wang, Chaoyue Chen, Yang Zhang, Lei Zhang, Jianguo Xu

Pages: 1504 - 1513

13) Concurrent Learning-Based Neuroadaptive Robust Tracking Control of Wheeled Mobile Robot: An Event-Triggered Design

Author(s): Krishanu Nath, Manas Kumar Bera, Sarangapani Jagannathan

Pages: 1514 - 1525

14) FaceTopoNet: Facial Expression Recognition Using Face Topology Learning

Author(s): Mojtaba Kolahdouzi, Alireza Sepas-Moghaddam, Ali Etemad

Pages: 1526 - 1539

15) AdaInject: Injection-Based Adaptive Gradient Descent Optimizers for Convolutional Neural Networks

Author(s): Shiv Ram Dubey, S. H. Shabbeer Basha, Satish Kumar Singh, Bidyut Baran Chaudhuri

Pages: 1540 - 1548

16) RAGAN: Regression Attention Generative Adversarial Networks

Author(s): Xiaoyu Jiang, Zhiqiang Ge

Pages: 1549 - 1563

17) AutoKE: An Automatic Knowledge Embedding Framework for Scientific Machine Learning

Author(s): Mengge Du, Yuntian Chen, Dongxiao Zhang

Pages: 1564 - 1578

18) Few-Shot Learning Network for Out-of-Distribution Image Classification

Author(s): Islam I. Osman, Mohamed S. Shehata

Pages: 1579 - 1591

19) A Hybrid Lane Detection Model for Wild Road Conditions

Author(s): Abhishek Mukhopadhyay, L. R. D. Murthy, Imon Mukherjee, Pradipta Biswas

Pages: 1592 - 1601

20) Surrogate-Assisted Multiobjective Neural Architecture Search for Real-Time Semantic Segmentation

Author(s): Zhichao Lu, Ran Cheng, Shihua Huang, Haoming Zhang, Changxiao Qiu, Fan Yang

Pages: 1602 - 1615

21) Event-Triggered Adaptive Bipartite Asymptotic Tracking Control Using Intelligent Technique for Stochastic Nonlinear Multiagent Systems

Author(s): Chaoda Liu, Ben Niu, Lei Liu, Xudong Zhao, Huanqing Wang, Huichuan Duan

Pages: 1616 - 1626

22) Adaptive Neuroevolution With Genetic Operator Control and Two-Way Complexity Variation

Author(s): Amir Behjat, Nathan Maurer, Sharat Chidambaran, Souma Chowdhury

Pages: 1627 - 1641

23) Improving Actor–Critic Reinforcement Learning via Hamiltonian Monte Carlo Method

Author(s): Duo Xu, Faramarz Fekri

Pages: 1642 - 1653

24) Adaptive-Critic-Based Event-Triggered Intelligent Cooperative Control for a Class of Second-Order Constrained Multiagent Systems

Author(s): Zijie Guo, Hongru Ren, Hongyi Li, Qi Zhou

Pages: 1654 - 1665

25) Distributed Adaptive Inverse Differential Game Approach to Leader's Behavior Learning for Multiple Autonomous Followers

Author(s): Huai-Ning Wu, Mi Wang

Pages: 1666 - 1678

26) Hybrid Intelligent Dynamic Optimization of Switched Systems

Author(s): Huan Li, Jun Fu, Tianyou Chai

Pages: 1679 - 1690

27) Scaling the Inference of Digital Pathology Deep Learning Models Using CPU-Based High-Performance Computing

Author(s): Weizhe Li, Mike Mikailov, Weijie Chen

Pages: 1691 - 1704

28) Deep Learning-Based Holistic Speaker Independent Visual Speech Recognition

Author(s): Praneeth Nemani, Ghanta Sai Krishna, Nikhil Ramisetty, B Digvijay Sri Sai, Santosh Kumar

Pages: 1705 - 1713

29) Variance-Guided Structured Sparsity in Deep Neural Networks

Author(s): Mohammad Khalid Pandit, Mahroosh Banday

Pages: 1714 - 1723

30) Ultralight-Weight Three-Prior Convolutional Neural Network for Single Image Super Resolution

Author(s): Alireza Esmaeilzehi, M. Omair Ahmad, M.N.S. Swamy

Pages: 1724 - 1738

31) Feature-Guided Perturbation for Facial Attribute Classification

Author(s): Saheb Chhabra, Puspita Majumdar, Mayank Vatsa, Richa Singh

Pages: 1739 - 1751

32) Toward Symptom Assessment Guided Symptom Investigation and Disease Diagnosis

Author(s): Abhisek Tiwari, Rishav Raj, Sriparna Saha, Pushpak Bhattacharyya, Sarbajeet Tiwari, Minakshi Dhar

Pages: 1752 - 1766

33) Memory-Augmented Lyapunov-Based Safe Reinforcement Learning: End-to-End Safety Under Uncertainty

Author(s): Ashkan B. Jeddi, Nariman L. Dehghani, Abdollah Shafieezadeh

Pages: 1767 - 1776

34) Optical Flow Estimation in Dense Foggy Scenes With Domain-Adaptive Networks

Author(s): Wending Yan, Aashish Sharma, Robby T. Tan

Pages: 1777 - 1788

35) Learning Deep Asymmetric Tolerant Part Representation

Author(s): Xiaohan Yu, Yang Zhao, Yongsheng Gao, Shengwu Xiong

Pages: 1789 - 1801

IEEE Transactions on Fuzzy Systems, Volume 31, Issue 11, November 2023

1) Reshaping Wearable Robots Using Fuzzy Intelligence: Integrating Type-2 Fuzzy Decision, Intelligent Control, and Origami Structure

Author(s): Shiyuan Bian, Jonathan M. Garibaldi, Zhijun Li

Pages: 3741 - 3761

2) An Improved Zonotopic Approach Applied to Fault Detection for Takagi–Sugeno Fuzzy Systems

Author(s): Youdao Ma, Zhenhua Wang, Nacim Meslem, Tarek Raïssi, Yi Shen

Pages: 3762 - 3774

3) Protocol-Based SMC for Interval Type-2 Fuzzy Semi-Markovian Jumping Systems With Channel Fading

Author(s): Wenhai Qi, Ning Zhang, Ju H. Park, Hak-Keung Lam, Jun Cheng

Pages: 3775 - 3786

4) Convex Stability Analysis of Mamdani-Like Fuzzy Systems With Singleton Consequents

Author(s): Anh-Tu Nguyen, Amine Dehak, Thierry-Marie Guerra, Michio Sugeno

Pages: 3787 - 3798

5) Event-Triggered Positive Filter Design for Positive Polynomial Fuzzy Systems via Premise Integration and Membership-Function-Dependent Methods

Author(s): Meng Han, Ge Guo, Hak-Keung Lam, Bo Han, Zhengsong Wang

Pages: 3799 - 3811

6) Minimal Determinization Algorithm for Fuzzy Automata

Author(s): Aitor Gonzalez de Mendívil Grau, Stefan Stanimirović, Federico Fariña

Pages: 3812 - 3822

7) Input–Output Finite-Time Stability for Switched T–S Fuzzy Delayed Systems With a Time-Dependent Lyapunov–Krasovskii Functional Approach

Author(s): Hong Sang, Peng Wang, Ying Zhao, Hong Nie, Jun Fu

Pages: 3823 - 3837

8) Online Product Decision Support Using Sentiment Analysis and Fuzzy Cloud-Based Multicriteria Model Through Multiple E-Commerce Platforms

Author(s): Zaoli Yang, Qin Li, Vincent Charles, Bing Xu, Shivam Gupta

Pages: 3838 - 3852

9) Observer-Based Security Fuzzy Control for Nonlinear Networked Systems Under Weighted Try-Once-Discard Protocol

Author(s): Jinliang Liu, Enyu Gong, Lijuan Zha, Engang Tian, Xiangpeng Xie

Pages: 3853 - 3865

10) DG-ALETSK: A High-Dimensional Fuzzy Approach With Simultaneous Feature Selection and Rule Extraction

Author(s): Guangdong Xue, Jian Wang, Bin Yuan, Caili Dai

Pages: 3866 - 3880

11) Approach to Gait Coordination: Adaptive Fuzzy Finite-Time Control of a Stochastic Prosthesis-Human Symbiosis With Intentional Delay

Author(s): Xin Ma, Xiaoxu Zhang, Hongbin Fang, Jian Xu

Pages: 3881 - 3895

12) Finite-Time Adaptive Fuzzy Event-Triggered Control for Nonstrict Feedback Stochastic Nonlinear Systems With Multiple Constraints

Author(s): Yingchun Wang, Zhiyong Wang, Huaguang Zhang, Xiangpeng Xie

Pages: 3896 - 3905

13) Asynchronous Dissipative Control of Discrete-Time Fuzzy Markov Jump Systems With Dynamic State and Input Quantization

Author(s): Jianping Zhou, Jingjing Dong, Shengyuan Xu

Pages: 3906 - 3920

14) Dynamic Output Feedback-Based Tracking Control Design With Input Time-Varying Delay for Fuzzy Systems

Author(s): S. Anusuya, R. Sakthivel, O. M. Kwon

Pages: 3921 - 3933

15) Adaptive Fuzzy Control for Heterogeneous Vehicular Platoon Systems With Collision Avoidance and Connectivity Preservation

Author(s): Yongming Li, Yongyan Zhao, Shaocheng Tong

Pages: 3934 - 3943

16) Active Antinoise Fuzzy Dominance Rough Feature Selection Using Adaptive K-Nearest Neighbors

Author(s): Binbin Sang, Weihua Xu, Hongmei Chen, Tianrui Li

Pages: 3944 - 3958

17) Incremental Approximation Feature Selection With Accelerator for Rough Fuzzy Sets by Knowledge Distance

Author(s): Deyou Xia, Guoyin Wang, Qinghua Zhang, Jie Yang, Shuai Li, Man Gao

Pages: 3959 - 3973

18) A Fuzzy Adaptive Zeroing Neural Network Model With Event-Triggered Control for Time-Varying Matrix Inversion

Author(s): Jianhua Dai, Ping Tan, Lin Xiao, Lei Jia, Yongjun He, Jiajie Luo

Pages: 3974 - 3983

19) Interval Type-2 Fuzzy Relation Matrix Model via Semitensor Product

Author(s): Aidong Ge, Zhen Chang, Jun-e Feng

Pages: 3984 - 3994

20) Evolutionary Algorithms With Blind Fitness Evaluation for Solving Optimization Problems With Only Fuzzy Fitness Information

Author(s): Xin Zhao, Xue Jia, Tao Zhang, Yahui Cao, Tianwei Liu

Pages: 3995 - 4009

21) Hierarchical Sliding-Mode Surface-Based Adaptive Critic Tracking Control for Nonlinear Multiplayer Zero-Sum Games via Generalized Fuzzy Hyperbolic Models

Author(s): Heng Zhao, Guangdeng Zong, Xudong Zhao, Huanqing Wang, Ning Xu, Ning Zhao

Pages: 4010 - 4023

22) Consistent Matrix: A Feature Selection Framework for Large-Scale Datasets

Author(s): Tian Yang, Yuan-Jiang Li, Yuhua Qian, Fei-Yue Wang

Pages: 4024 - 4038

23) Adaptive Fuzzy Nonsingular Fixed-Time Control for a Class of MIMO Nonstrict Feedback System

Author(s): Kang Chen, Xuyang Wang, Dengxiu Yu, Kang Hao Cheong, Zhen Wang

Pages: 4039 - 4050

24) Wavelet Fuzzy Neural Supertwisting Sliding Mode Control of an Active Power Filter

Author(s): Juntao Fei, Lei Zhang, Jie Zhuo, Yunmei Fang

Pages: 4051 - 4063

25) Adaptive Fuzzy Approximate Optimal Consensus of Lagrangian Agents: An EXTRA-Based Smoothing Approach

Author(s): Haris E. Psillakis, Konstantinos A. Oikonomidis

Pages: 4064 - 4074

26) Finite-Time Membership Function-Dependent H∞ Control for T–S Fuzzy Systems via a Dynamic Memory Event-Triggered Mechanism

Author(s): Qinghua Hou, Jiuxiang Dong

Pages: 4075 - 4084

27) Aperiodic Sampled-Data-Based Control for T-S Fuzzy Systems: An Improved Fuzzy-Dependent Adaptive Event-Triggered Mechanism

Author(s): Zheng You, Huaicheng Yan, Hao Zhang, Yunsong Hu, Song Zhu

Pages: 4085 - 4096

28) Joint Learning of Anchor Graph-Based Fuzzy Spectral Embedding and Fuzzy K-Means

Author(s): Jianyong Zhu, Wenjie Zhao, Hui Yang, Feiping Nie

Pages: 4097 - 4108

29) Robust Output-Feedback H∞ Online Optimization Control for T–S Fuzzy Systems via Differential Evolution Algorithm

Author(s): Zhenxing Zhang, Jiuxiang Dong

Pages: 4109 - 4120

30) Locally Expanded Constraint-Boundary-Based Adaptive Composite Control of a Constrained Nonlinear System With Time-Varying Actuator Fault

Author(s): Fang Wang, Xiaoxian Xie, Chao Zhou

Pages: 4121 - 4136

31) Fuzzy Adaptive Finite-Time Tracking Control for a Class of Nonlinear Systems: An Event-Triggered Quantized Control Scheme

Author(s): Yunbiao Jiang, Zhongxin Liu, Zengqiang Chen

Pages: 4137 - 4144

IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 7, Issue 6, December 2023

1) Learning to Learn Evolutionary Algorithm: A Learnable Differential Evolution

Author(s): Xin Liu, Jianyong Sun, Qingfu Zhang, Zhenkun Wang, Zongben Xu

Pages: 1605 - 1620

2) SafeCool: Safe and Energy-Efficient Cooling Management in Data Centers With Model-Based Reinforcement Learning

Author(s): Jianxiong Wan, Yanduo Duan, Xiang Gui, Chuyi Liu, Leixiao Li, Zhiqiang Ma

Pages: 1621 - 1635

3) Possibilistic Neighborhood Graph: A New Concept of Similarity Graph Learning

Author(s): Can Gao, Yangbo Wang, Jie Zhou, Weiping Ding, Linlin Shen, Zhihui Lai

Pages: 1636 - 1650

4) Wavelet-Based Self-Attention GAN With Collaborative Feature Fusion for Image Inpainting

Author(s): Lili Shen, Jie Yan, Xichun Sun, Beichen Li, Zhaoqing Pan

Pages: 1651 - 1664

5) Deep Gradual-Conversion and Cycle Network for Single-View Synthesis

Author(s): Jianjun Lei, Bingzheng Liu, Bo Peng, Xiaochun Cao, Qingming Huang, Nam Ling

Pages: 1665 - 1675

6) Topic Integrated Opinion-Based Drug Recommendation With Transformers

Author(s): Simi Job, Xiaohui Tao, Yuefeng Li, Lin Li, Jianming Yong

Pages: 1676 - 1686

7) JGSED: An End-to-End Spectral Clustering Model for Joint Graph Construction, Spectral Embedding and Discretization

Author(s): Yong Peng, Wenna Huang, Wanzeng Kong, Feiping Nie, Bao-Liang Lu

Pages: 1687 - 1701

8) Privacy Protection Decentralized Economic Dispatch Over Directed Networks With Accurate Convergence

Author(s): Qingguo Lü, Shaojiang Deng, Huaqing Li, Tingwen Huang

Pages: 1702 - 1716

9) Evo-Panel: Dynamic Visualization Tool for Optimization Process

Author(s): Shu-Yu Kuo, Yu-Chi Jiang, Cheng-Yen Hua, Yao-Hsin Chou, Sy-Yen Kuo

Pages: 1717 - 1732

10) An Effective Scoring-Based Metaheuristic Algorithm for Rectilinear Block Placement

Author(s): Zhipeng Lü, Yan Li, Zhouxing Su, Yaozhong Zhao, Junwen Ding

Pages: 1733 - 1745

11) Automatic Counting of Planting Microsites via Local Visual Detection and Global Count Estimation

Author(s): Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila

Pages: 1746 - 1760

Weekly Review 24 November 2023

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

1. A startup developing tools for AI to recognise African languages. When will we have the same kind of tools for Pacific languages as well? https://www.technologyreview.com/2023/11/17/1083637/lelapa-ai-african-languages-vulavula/artificial intelligence
2. An AI chemist evaluating catalysts to use in generating oxygen on Mars: https://interestingengineering.com/science/ai-mars-oxygen-from-ice 
3. A new artificial intelligence model from DeepMind predicts weather better than conventional models, without the need for supercomputers: https://www.nature.com/articles/d41586-023-03552-y 
4. AI can now do the bulk of the initial work in designing semiconductors: https://spectrum.ieee.org/how-will-ai-change-semiconductors
5. If artificial intelligence does take more and more jobs, I don't think a robot tax is the way to fund a universal basic income. Instead, a general capital tax on the wealthy is needed, to reduce economic disparity before it turns into social instability: https://www.theguardian.com/global-development/2023/nov/16/ai-is-coming-for-our-jobs-could-universal-basic-income-be-the-solution
6. First they sack him https://www.stuff.co.nz/technology/301011200/shock-exit-for-boss-of-chatgpt-maker-openai-after-being-dumped-by-the-board now they want him back https://www.theverge.com/2023/11/18/23967199/breaking-openai-board-in-discussions-with-sam-altman-to-return-as-ceo What on earth is going on at OpenAI?
7. While generative AI like ChaptGPT might be getting all the attention in artificial intelligence, smart autonomous agents are becoming more widespread: https://www.informationweek.com/machine-learning-ai/the-rise-of-autonomous-ai-agents
8. The increasing power demands of artificial intelligence are increasing the carbon emissions generated by the technology. Time to locate the data centres in places like New Zealand, the produce almost all of their electricity from renewables? https://www.nextplatform.com/2023/11/17/pushing-the-limits-of-hpc-and-ai-is-becoming-a-sustainability-headache/
9. So YouTube now requires AI generated content to be labelled as such. But how will they know if it's generated? https://blog.youtube/inside-youtube/our-approach-to-responsible-ai-innovation/
10. But will YouTube's new music generation tool also flag everything it generates as AI produced? https://www.theregister.com/2023/11/17/youtube_generative_ai/
11. My last postdoc certainly didn't broaden my skills much, I was mostly treated as a highly-qualified code monkey: https://www.nature.com/articles/d41586-023-03544-y
12. Maybe Auckland Transport should be looking at this AI technology https://interestingengineering.com/innovation/ai-powered-traffic-signs-can-reduce-emissions-from-vehicles when it takes three hours to get out of a mall car park https://www.nzherald.co.nz/nz/aa-hits-out-at-auckland-transport-after-shoopers-stuck-in-traffic-jam-for-hours/LLCZ63FNI5FOPGY2PFG4NIS4JI/
13. New Zealand already has pretty good privacy laws, won't they be a big help in regulating artificial intelligence? https://businessdesk.co.nz/article/law-regulation/we-urgently-need-rules-for-ai-says-legal-expert
14. ChaptGPT and other artificial intelligence software is NOT a replacement for a human counsellor: https://www.thepost.co.nz/a/nz-news/350111290/i-am-counsellor-chat-gpt-not
15. A camera with embedded generation of content credentials, to combat fakes from generative AI: https://spectrum.ieee.org/leica-camera-content-credentials
16. Publish or Perish meets artificial intelligence - generating summaries of scientific publications: https://www.nature.com/articles/d41586-023-03545-x
17. The jobs in IT that artificial intelligence will create: https://www.informationweek.com/machine-learning-ai/the-it-jobs-ai-could-replace-and-the-ones-it-could-create
18. Neural networks that are trained on hybrid digital and quantum computers: https://spectrum.ieee.org/quantum-machine-learning-terra-quanta 
19. Why am I not surprised that it's Meta that broke up its up responsible AI group? https://www.theverge.com/2023/11/18/23966980/meta-disbanded-responsible-ai-team-artificial-intelligence
20. Students don't want to have to go to the expense and effort to attend class physically. Institutions need to adjust to this new reality: https://www.nzherald.co.nz/nz/victoria-university-students-win-fight-over-attending-lectures-no-longer-have-to-turn-up-in-person/JY3COFXKMZGAVJUT7XGYHJLBY4/
21. Tldraw, an artificial intelligence based tool that turns sketches of user interfaces into working code: https://arstechnica.com/information-technology/2023/11/ai-powered-drawing-app-stuns-developers-by-turning-sketches-into-functional-games/
22. For all the impact ChatGPT has had, it's easy to forget that it's really only one year old: https://www.computerworld.com/article/3710293/openais-chatgpt-turns-one-year-old-what-it-did-and-didnt-do.html artificial intelligence
23. Most of the most powerful artificial intelligence technology is controlled by large corporations. I think expecting them to show empathy is a bit of a fool's errand: https://www.informationweek.com/machine-learning-ai/to-ai-hell-and-back-finding-salvation-through-empathy
24. Microsoft releases tools to make it even easier to use artificial intelligence to fake videos of people saying things they never said: https://www.theguardian.com/technology/2023/nov/17/microsoft-azure-ai-video-deepfakes
25. Why educators need to embrace ChatGPT and other generative AI: https://www.nature.com/articles/d41586-023-03505-5
26. Dell is now offering generative AI models for its customers: https://www.computerworld.com/article/3710869/dell-cuddles-up-to-hugging-face-to-offer-genai-to-customers.html
27. Hybrid AI - offloading some of the computation onto client devices - is expected to further spread the use of artificial intelligence: https://www.datanami.com/2023/11/16/how-hybrid-ai-will-enable-far-greater-ai-use/
28. The latest hardware rankings for artificial intelligence: https://spectrum.ieee.org/generative-ai-training

Weekly Review 17 November 2023

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

1. Yes Billy, after the crap you directed at Siouxsie Wiles and others, you do deserve to go to jail: https://www.nzherald.co.nz/nz/billy-te-kahika-on-covid-19-protest-prison-sentence-i-shouldnt-have-to-go-to-jail/7MNYLHBQLRCGNBIA5JJCKS3MYI/
2. I moved cities three times for my three post-docs, and each time was hard on my family. Post-docs shouldn't just be for young, single people, but that is the reality: https://www.science.org/content/article/i-didn-t-want-relocate-postdoc-fellowship-reviewers-penalized-me-it
3. Watermarking of images generated by AI can only be effective and trusted if all images are watermarked with their provenance, whether the creator is human or an artificial intelligence: https://www.datanami.com/2023/11/06/can-watermarking-solve-genais-trust-problem/
4. The kind of people who would misuse artificial intelligence to produce this kind of material would certainly not use watermarking: https://www.theregister.com/2023/11/10/child_psychiatrist_sentenced_ai/
5. Another case of misused artificial intelligence where watermarking would certainly not be used by those who created the material: https://www.stuff.co.nz/world/us-canada/301003371/ai-fake-nudes-are-booming-its-ruining-real-teens-lives
6. The people who promulgate conspiracy theories would not be deterred by watermarking of fakes generated by artificial intelligence, or by any other verification technology: https://spectrum.ieee.org/deepfake-2666142928
7. My suburb was cut off by floodwater during the Auckland Anniversary Weekend floods in January 2023. I wonder if this machine learning model could have predicted them? https://spectrum.ieee.org/flood-warning
8. While the author of this article was able to make their way from a deprived start into a research career, I can't help but wonder how many other potentially great researchers have not been able to do the same? https://www.science.org/content/article/homeless-phd-found-way-research
9. Generative artificial intelligence does not yet have the framework of rules and heuristics that we call common sense to back up and refine what it produces. Which gives rise to some odd outputs: https://www.theguardian.com/travel/2023/nov/12/chatgpt-travel-planning-intinerary-walking-ai
10. "If anything can be fake, then nothing has to be real". Has artificial intelligence brought us into a post-reality world? https://www.informationweek.com/machine-learning-ai/deepfakes-get-weaponized-in-the-gaza-war
11. It seems quite obvious to me that the established players in artificial intelligence will push for regulation that favours them: https://www.datasciencecentral.com/regulatory-capture-why-ai-regulation-favours-the-incumbents/
12. This AI pin mostly does what a smartphone does, but adds a wide-angle camera and laser projector. So why not make a clip-on camera and projector that talks to your phone? https://techcrunch.com/2023/11/09/humanes-ai-pin-up-close/
13. Call me a cynic, but could artificial intelligence really mess up the economy worse than Wall Street? There were not AI in 2008: https://www.theguardian.com/technology/2023/nov/09/yuval-noah-harari-artificial-intelligence-ai-cause-financial-crisis
14. Of course, relying on machine learning for stock trading isn't the safest way of avoiding the artificial intelligence economic apocalypse: https://www.datasciencecentral.com/artificial-intelligence-making-waves-in-the-stock-market/
15. Health care is a much better area to apply artificial intelligence and machine learning, compared to finance: https://www.datanami.com/2023/11/10/unlocking-the-potential-of-ai-and-ml-in-healthcare-today/
16. The provenance, and licensing, of data sets used to train artificial intelligence is a bit of a mess: https://spectrum.ieee.org/data-ai
17. OpenAI wants to help build new training data sets for artificial intelligence: https://techcrunch.com/2023/11/09/openai-wants-to-work-with-organizations-to-build-new-ai-training-data-sets/
18. A few years ago, when I was the Head of an IT teaching department, I used to tell the tourism students that artificial intelligence was going to take their jobs before it took the IT students' jobs: https://www.stuff.co.nz/travel/news/301004486/tourism-industry-choosing-robots-over-staff-no-training-no-staff-meals-no-leave
19. A cheat sheet for using ChaptGPT: https://www.techrepublic.com/article/chatgpt-cheat-sheet/ 
20. Adding more parameters to generative AI is not guaranteed to solve the underlying problems facing artificial intelligence, which come from a lack of understanding of the language they are generating: https://www.extremetech.com/computing/report-amazon-is-developing-ai-model-twice-as-complex-as-chatgpt
21. As more organisations adopt artificial intelligence, data centres must adapt to the needs of this technology: https://www.informationweek.com/it-infrastructure/how-data-center-infrastructures-must-change-to-support-ai
22. So if you're good at something already, you don't need artificial intelligence to do it for you? Am I the only one who finds that kind of obvious? https://techcrunch.com/2023/11/10/ai-makes-you-worse-at-what-youre-good-at/
23. Now Samsung is introducing artificial intelligence into its smart phones https://www.theregister.com/2023/11/09/samsung_introduces_generative_ai_on_devices/
24. I suspect the profession of "prompt engineer" is going to disappear very soon, especially as generative artificial intelligence gets better at understanding prompts: https://www.kdnuggets.com/why-prompt-engineering-is-a-fad
25. How will IT departments adapt to the needs of artificial intelligence? https://www.informationweek.com/machine-learning-ai/revamping-it-for-ai-system-support
26. Is robotics soon going to have a "ChaptGPT moment"? https://techcrunch.com/2023/11/10/ai-robotics-gpt-moment-is-near/
27. Detecting infidelity using artificial intelligence: https://dataconomy.com/2023/11/10/cheater-buster-ai-and-how-does-it-work/
28. Generative artificial intelligence brings a whole slew of ethical issues with it: https://www.kdnuggets.com/the-new-ethical-implications-of-generative-artificial-intelligence
29. The lack of transparency in large language model artificial intelligence: https://www.datanami.com/2023/11/09/watchful-plots-transparency-of-black-box-llms/

Soft Computing. Volume 27, Issue 24, December 2023

1) An induced OWA aggregation operator with dual preference setting for DEA cross-efficiency ranking

Author(s): Amar Oukil, Gholam R. Amin

Pages: 18419 - 18440

2) Reliability assessment with uncertain thresholds considering degradation and shock

Author(s): Chun Wei, Haiyan Shi...Lei Wei

Pages: 18441 - 18450

3) αSechSig and αTanhSig: two novel non-monotonic activation functions

Author(s): Cemil Közkurt, Serhat Kiliçarslan...Abdullah Elen

Pages: 18451 - 18467

4) Evolutionary ensembles based on prioritized aggregation operator

Author(s): Chandrima Debnath, Aishwaryaprajna...Debjani Chakraborty

Pages: 18469 - 18488

5) Review evolution of dual-resource-constrained scheduling problems in manufacturing systems: modeling and scheduling methods’ trends

Author(s): Aidin Delgoshaei, Mohd Khairol Anuar Mohd Ariffin...Zulkiflle Leman

Pages: 18489 - 18528

6) Feature extraction and analysis of landscape imaging using drones and machine vision

Author(s): Peng Li, Jawad Khan

Pages: 18529 - 18547

7) Facial expression recognition based on multi-channel fusion and lightweight neural network

Author(s): Yali Yu, Hua Huo, Junqiang Liu

Pages: 18549 - 18563

8) Group penalized logistic regression differentiates between benign and malignant ovarian tumors

Author(s): Xuemei Hu, Ying Xie, Huifeng Jiang

Pages: 18565 - 18584

9) An improved DBSCAN Algorithm for hazard recognition of obstacles in unmanned scenes

Author(s): Wenying Zhang

Pages: 18585 - 18604

10) OptiLCD: an optimal lossless compression and denoising technique for satellite images using hybrid optimization and deep learning techniques

Author(s): P. Prema, V. V. Ramalingam

Pages: 18605 - 18622

11) Constraint programming models for the hybrid flow shop scheduling problem and its extensions

Author(s): Eyüp Ensar Işık, Seyda Topaloglu Yildiz, Özge Şatır Akpunar

Pages: 18623 - 18650

12) Comparative performance of the NSGA-II and MOPSO algorithms and simulations for evaluating time–cost–quality–risk trade-off in multi-modal PERT networks

Author(s): Seyyed Jalaladdin Hosseini Dehshiri, Ahmad Yousefi Hanoomarvar, Maghsoud Amiri

Pages: 18651 - 18666

13) Balancing of cost-oriented U-type general resource-constrained assembly line: new constraint programming models

Author(s): Hacı Mehmet Alakaş, Mehmet Pınarbaşı

Pages: 18667 - 18680

14) Reliability analysis of mobile agent control system with multiple alternative plans

Author(s): Xia Wang, Yang Xu...Keming Wang

Pages: 18681 - 18695

15) Resource management in fog computing using greedy and semi-greedy spider monkey optimization

Author(s): Shahid Sultan Hajam, Shabir Ahmad Sofi

Pages: 18697 - 18707

16) Gray-box local search with groups of step sizes

Author(s): Rodolfo A. Lopes, Alan R. R. Freitas

Pages: 18709 - 18722

17) A new hybrid genetic algorithm to optimize distribution and operational plans for cross-docking satellites

Author(s): Ilker Kucukoglu, Nursel Öztürk

Pages: 18723 - 18738

18) The effect of COVID-19 pandemic on uncertain supply chain model with risk and visibility via expected value and chance constraint techniques

Author(s): Palash Sahoo, Dipak Kumar Jana...Goutam Panigrahi

Pages: 18739 - 18764

19) New approach for improving the performance of dual axis solar tracker with auto cleaning system

Author(s): K. Gavaskar, U. S. Ragupathy

Pages: 18765 - 18773

20) Boosting salp swarm algorithm by opposition-based learning concept and sine cosine algorithm for engineering design problems

Author(s): Sumika Chauhan, Govind Vashishtha...Anil Kumar

Pages: 18775 - 18802

21) Designing a forecasting assistant of the Bitcoin price based on deep learning using market sentiment analysis and multiple feature extraction

Author(s): Sina Fakharchian

Pages: 18803 - 18827

22) A multi-period fuzzy portfolio optimization model with investors’ loss aversion

Author(s): Xingyu Yang, Jingui Chen...Xuejin Zhao

Pages: 18829 - 18842

23) A maintenance strategy selection method based on cloud DEMATEL-ANP

Author(s): Xinlong Li, Yan Ran...Genbao Zhang

Pages: 18843 - 18868

24) Integrated DEA and hybrid ordinal priority approach for multi-criteria wave energy locating: a case study of South Africa

Author(s): Chia-Nan Wang, Nhat-Luong Nhieu

Pages: 18869 - 18883

25) DHHFL-MABAC approach based on distance measure and comprehensive weight for sewage treatment company selection

Author(s): Sidong Xian, Junkang Li...Wenhua Wan

Pages: 18885 - 18900

26) Analysis on the impacts of changes in China's peripheral diplomatic relations on export trade using integrated ARIMA–LSTM model

Author(s): Ye Cui, Rui Xiao, Lino C. Reynoso

Pages: 18901 - 18917

27) Estimating the mortality rate using statistical variance and reduced set of clinical and non-clinical attributes for diagnosing chronic kidney disease

Author(s): K. Meena, A. Vadivel...Naushad Varish

Pages: 18919 - 18928

28) A ML-based economic protection development level using Decision Tree and Ensemble Algorithms

Author(s): Qiaomei Dou, Jiawei Zhang, Bing Jing

Pages: 18929 - 18947

29) Predicting examinee performance based on a fuzzy cloud cognitive diagnosis framework in e-learning environment

Author(s): Hua Ma, Zhuoxuan Huang...Keqin Li

Pages: 18949 - 18969

30) Comprehensive evaluation of university competitiveness based on DD-TOPSIS method

Author(s): Cheng Wang, Yue Zhang, Congjun Rao

Pages: 18971 - 18990

31) A non-entropy-based optimal multilevel threshold selection technique for COVID-19 X-ray images using chance-based birds’ intelligence

Author(s): Gyanesh Das, Monorama Swain...Sanjay Agrawal

Pages: 18991 - 19011

32) YOLOv5-CSF: an improved deep convolutional neural network for flame detection

Author(s): Chunman Yan, Qingpeng Wang...Xiang Zhang

Pages: 19013 - 19023

33) Enhancing chaos in multistability regions of Duffing map for an image encryption algorithm

Author(s): Hayder Natiq, Animesh Roy...N. A. A. Fataf

Pages: 19025 - 19043

34) Meta-heuristics for portfolio optimization

Author(s): Kyle ErwinAndries Engelbrecht

Pages: 19045 - 19073

35) Research on innovation and development of university instructional administration informatization in IoT and big data environment

Author(s): Shengnan Wu

Pages: 19075 - 19094

36) Research on the influence of mental health on college students' employment based on fuzzy clustering techniques

Author(s): Licong Zhi

Pages: 19095 - 19111

37) A compact, ultra-thin UWB microstrip antenna for microwave imaging applications

Author(s): Rasoul Samadianfard, Javad Nourinia...Roghayeh samadianfard

Pages: 19113 - 19124

38) A novel Internet of things-enabled intelligent piano musical identification system using support vector machine

Author(s): Huilan Liu

Pages: 19125 - 19142

39) Transforming educational approaches by integrating ethnic music and ecosystems through RNN-based extraction

Author(s): Fan Hui

Pages: 19143 - 19158

40) Toward an intelligent tourism recommendation system based on artificial intelligence and IoT using Apriori algorithm

Author(s): Yang Song, Yingwei He

Pages: 19159 - 19177

41) Environmental protection of rural ecotourism using PSR and MDP models

Author(s): Mengxi Gao, Jiangwei Kong...Lijun Wang

Pages: 19179 - 19195

42) Provisioning a cross-domain recommender system using an adaptive adversarial network model

Author(s): M. Nanthini, K. Pradeep Mohan Kumar

Pages: 19197 - 19212

43) Simultaneous optimization of design and maintenance for systems using multi-objective evolutionary algorithms and discrete simulation

Author(s): Andrés Cacereño, David Greiner, Blas Galván

Pages: 19213 - 19246

44) A novel model based on the fuzzy Grey Relational Analysis (F-GRA) approach for selecting the appropriate high-speed train set

Author(s): Chandra Prakash Garg, Ömer F. Görçün, Hande Küçükönder

Pages: 19247 - 19264

45) Assessment of financial risk pre-alarm mechanism based on financial ecosystem using BPNN and genetic algorithm

Author(s): Hongmei Shen

Pages: 19265 - 19279

46) Revolutionizing interpretation education: a comprehensive automatic interpretation evaluation system based on composite genetic algorithm and backpropagation neural networks

Author(s): Liang Luo

Pages: 19281 - 19298

47) Optimizing teaching management in college physical education: a fuzzy neural network approach

Author(s): Ran Chen, Taoguang Wang, Sangbum Kim

Pages: 19299 - 19315

48) An image classification algorithm for football players’ activities using deep neural network

Author(s): Xingyao Li, Rizwan Ullah

Pages: 19317 - 19337

49) A neural networks-based evaluation of ecological effectiveness and economic worth in forests

Author(s): Liulu Zhan, Jianzhou Yang, Yisheng Liu

Pages: 19339 - 19358

50) Boosting in-transit entertainment: deep reinforcement learning for intelligent multimedia caching in bus networks

Author(s): Dan Lan, Incheol Shin

Pages: 19359 - 19375

Weekly Review 10 November 2023

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

1. A detailed piece on Biden's executive order on AI: https://spectrum.ieee.org/biden-ai-executive-order
2. More details on Biden's executive order on AI: https://dataconomy.com/2023/10/31/ai-executive-order-biden/
3. The history of ChaptGPT: https://techcrunch.com/2023/11/3/chatgpt-everything-to-know-about-the-ai-chatbot/
4. Now Microsoft wants to use AI to boost the security of its products: https://www.theregister.com/2023/11/03/microsoft_secure_future_initiative/
5. Italy's chief of AI is 85 years old (not necessarily a bad thing) and has no expertise on AI (that is bad): https://readwrite.com/85-year-old-named-italys-ai-chief-despite-lack-of-it-expertise/
6. Scientists and other experts need to be free to communicate information to the community without fear of being targeted by conspiracy theory loonies. What Siouxsie Wiles has gone through is entirely unacceptable: https://www.ensemblemagazine.co.nz/articles/siouxsie-wiles-ms-information-movie
7. How university librarians will need to adapt to AI: https://www.insidehighered.com/news/tech-innovation/libraries/2023/11/03/ai-marks-next-chapter-college-librarians
8. I'm not optimistic that the incoming government is either motivated to or capable of making New Zealand universities world-class. Tertiary education has been treated as a political football for decades, to the detriment of the country: https://www.thepost.co.nz/a/nz-news/350101987/challenge-sustaining-world-class-university-system
9. Should the big companies developing AI be more responsible for the harm their technology creates? https://www.technologyreview.com/2023/10/29/1082632/joy-buolamwini-were-giving-ai-companies-a-free-pass/
10. An AI assisted laundromat, in small-town New Zealand: https://www.stuff.co.nz/taranaki-daily-news/news/133214253/how-a-tiny-taranaki-town-came-to-have-the-countrys-most-sophisticated-aiassisted-laundromat
11. While the headline claims that an AI was used to modify the photos, could it have been a more basic image manipulation? In either case, another potential misuse of AI technologies: https://www.theguardian.com/fashion/2023/nov/04/fashion-model-ai-image-tiktok
12. Generative AI uses a lot of energy. While models need to be made more efficient, I'd rather that energy be used for training machine learning models than mining cryptocurrency: https://spectrum.ieee.org/ai-energy-consumption
13. "DeepSteaks" - an amusing play on words, with a serious message about how AI can be used to produce misinformation: https://www.adweek.com/brand-marketing/ai-turns-vegans-into-carnivores-in-new-steak-umm-campaign/
14. Using people's likenesses without their permission is another problem with generative AI: https://www.nbcnews.com/tech/scarlett-johansson-legal-action-ai-app-rcna123248
15. It's not surprising that actors have an issue with the use of generative AI in Hollywood, it's now trivial to produce video of anyone doing anything, without their knowledge: https://spectrum.ieee.org/justine-bateman-hollywood-generative-ai
16. And of course the big AI companies have plenty of arguments for not paying the people whose material they used to train their models: https://www.theverge.com/2023/11/4/23946353/generative-ai-copyright-training-data-openai-microsoft-google-meta-stabilityai How about sharing some of those billions with the original creators?
17. There's a lack of people with the skills to write effective prompts for generative AI. So should companies just recruit or train in-house? https://www.informationweek.com/machine-learning-ai/hire-or-upskill-the-burning-question-in-an-age-of-runaway-ai
18. Generative AI doesn't have understanding of what it is producing, so of course it lacks any idea of things like what it is appropriate to poll readers about: https://www.extremetech.com/computing/microsoft-nixes-ai-generated-news-polls-after-one-asked-about-womans-death
19. A comprehensive guide to using AI art generators: https://www.techrepublic.com/article/how-to-make-ai-art/
20. I largely changed research fields for my postdoc career, although I still spent most of my time developing algorithms and software, just in a different context. These tips would have been helpful to me at the time: https://www.nature.com/articles/d41586-023-03337-3
21. I'm not sure that having an AI enabled pin/badge is really more convenient than a smartphone - a lot of people wouldn't be caught dead without their phone: https://dataconomy.com/2023/10/31/wat-is-humane-ai-pin-release-date-price/
22. Continuous machine learning with nanowire chips. I bet these would be really low power, as well: https://interestingengineering.com/innovation/artificial-brain-learns-on-the-fly-with-nanowire-networks
23. A custom large language model AI for assisting chip engineers: https://spectrum.ieee.org/ai-for-engineering
24. Six myths about #AI debunked: https://www.kdnuggets.com/6-artificial-intelligence-myths-debunked-separating-fact-from-fiction
25. How mixing #AI technologies can make large language models better: https://www.datasciencecentral.com/how-hybrid-ai-can-help-llms-become-more-trustworthy/
26. Five things that came out of the UK government's AI summit: https://www.theguardian.com/technology/2023/nov/02/five-takeaways-uk-ai-safety-summit-bletchley-park-rishi-sunak
27. My concern is that different governments have different ideas about what "unsafe" means for AI: https://www.computerworld.com/article/3709852/china-us-and-eu-agree-to-work-together-on-ai-safety.html
28. Sunak's AI summit is a start, but I expect all the good intentions are going to get lost under a tsunami of self-interest: https://www.theguardian.com/technology/2023/nov/03/rishi-sunak-elon-musk-ai-summit-what-we-learned
29. The use and abuse of AI is just another example of why it was a bad idea to let corporations grow to be as powerful as governments: https://www.theguardian.com/commentisfree/2023/nov/04/ai-is-not-the-problem-prime-minister-but-the-corporations-that-control-it-are-rishi-sunak

IEEE Transactions on Neural Networks and Learning Systems, Volume 34, Issue 11, November 2023

1) Learning From Noisy Labels With Deep Neural Networks: A Survey

Author(s): Hwanjun Song, Minseok Kim, Dongmin Park, Yooju Shin, Jae-Gil Lee

Pages: 8135 - 8153

2) A Survey of Hardware Self-Organizing Maps

Author(s): Slaviša Jovanović, Hiroomi Hikawa

Pages: 8154 - 8173

3) Graph-Based Semi-Supervised Learning: A Comprehensive Review

Author(s): Zixing Song, Xiangli Yang, Zenglin Xu, Irwin King

Pages: 8174 - 8194

4) ZeRGAN: Zero-Reference GAN for Fusion of Multispectral and Panchromatic Images

Author(s): Wenxiu Diao, Feng Zhang, Jiande Sun, Yinghui Xing, Kai Zhang, Lorenzo Bruzzone

Pages: 8195 - 8209.

5) MHSA-Net: Multihead Self-Attention Network for Occluded Person Re-Identification

Author(s): Hongchen Tan, Xiuping Liu, Baocai Yin, Xin Li

Pages: 8210 - 8224

6) Deep Graph Translation

Author(s): Xiaojie Guo, Lingfei Wu, Liang Zhao

Pages: 8225 - 8234

7) Attention Enhanced Reinforcement Learning for Multi agent Cooperation

Author(s): Zhiqiang Pu, Huimu Wang, Zhen Liu, Jianqiang Yi, Shiguang Wu

Pages: 8235 - 8249

8) Bounded Antisynchronization of Multiple Neural Networks via Multilevel Hybrid Control

Author(s): Fen Liu, Wei Meng, Deyin Yao

Pages: 8250 - 8261

9) Data-Driven Adaptive Iterative Learning Bipartite Consensus for Heterogeneous Nonlinear Cooperation–Antagonism Networks

Author(s): Yu Hui, Ronghu Chi, Biao Huang, Zhongsheng Hou

Pages: 8262 - 8270

10) Learning Poisson Systems and Trajectories of Autonomous Systems via Poisson Neural Networks

Author(s): Pengzhan Jin, Zhen Zhang, Ioannis G. Kevrekidis, George Em Karniadakis

Pages: 8271 - 8283

11) A2P-MANN: Adaptive Attention Inference Hops Pruned Memory-Augmented Neural Networks

Author(s): Mohsen Ahmadzadeh, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram

Pages: 8284 - 8296

12) Entity Summarization via Exploiting Description Complementarity and Salience

Author(s): Liyi Chen, Zhi Li, Weidong He, Gong Cheng, Tong Xu, Nicholas Jing Yuan, Enhong Chen

Pages: 8297 - 8309

13) HB-DSBM: Modeling the Dynamic Complex Networks From Community Level to Node Level

Author(s): Pengfei Jiao, Tianpeng Li, Huaming Wu, Chang-Dong Wang, Dongxiao He, Wenjun Wang

Pages: 8310 - 8323

14) Learning to Assess Image Quality Like an Observer

Author(s): Xiwen Yao, Qinglong Cao, Xiaoxu Feng, Gong Cheng, Junwei Han

Pages: 8324 - 8336

15) Adaptive Set-Membership State Estimation for Nonlinear Systems Under Bit Rate Allocation Mechanism: A Neural-Network-Based Approach

Author(s): Kaiqun Zhu, Zidong Wang, Guoliang Wei, Xiaohui Liu

Pages: 8337 - 8348

16) Multilabel Convolutional Network With Feature Denoising and Details Supplement

Author(s): Tianhao Gu, Zhe Wang, Zhongli Fang, Zonghai Zhu, Hai Yang, Dongdong Li, Wenli Du

Pages: 8349 - 8361

17) A Robust Visual System for Looming Cue Detection Against Translating Motion

Author(s): Fang Lei, Zhiping Peng, Mei Liu, Jigen Peng, Vassilis Cutsuridis, Shigang Yue

Pages: 8362 - 8376

18) LLP-GAN: A GAN-Based Algorithm for Learning From Label Proportions

Author(s): Jiabin Liu, Bo Wang, Hanyuan Hang, Huadong Wang, Zhiquan Qi, Yingjie Tian, Yong Shi

Pages: 8377 - 8388

19) Robust Supervised and Semisupervised Least Squares Regression Using ℓ2,p-Norm Minimization

Author(s): Jingyu Wang, Fangyuan Xie, Feiping Nie, Xuelong Li

Pages: 8389 - 8403

20) Blind Attention Geometric Restraint Neural Network for Single Image Dynamic/Defocus Deblurring

Author(s): Jie Zhang, Wanming Zhai

Pages: 8404 - 8417

21) mmPose-NLP: A Natural Language Processing Approach to Precise Skeletal Pose Estimation Using mmWave Radars

Author(s): Arindam Sengupta, Siyang Cao

Pages: 8418 - 8429

22) Learning to Learn Variational Quantum Algorithm

Author(s): Rui Huang, Xiaoqing Tan, Qingshan Xu

Pages: 8430 - 8440

23) NPENAS: Neural Predictor Guided Evolution for Neural Architecture Search

Author(s): Chen Wei, Chuang Niu, Yiping Tang, Yue Wang, Haihong Hu, Jimin Liang

Pages: 8441 - 8455

24) Predefined-Time Hierarchical Coordinated Neural Control for Hypersonic Reentry Vehicle

Author(s): Bin Xu, Yingxin Shou, Zhongke Shi, Tian Yan

Pages: 8456 - 8466

25) Recursive Reasoning With Reduced Complexity and Intermittency for Nonequilibrium Learning in Stochastic Games

Author(s): Filippos Fotiadis, Kyriakos G. Vamvoudakis

Pages: 8467 - 8481

26) End-to-End Dialogue Generation Using a Single Encoder and a Decoder Cascade With a Multidimension Attention Mechanism

Author(s): Billal Belainine, Fatiha Sadat, Mounir Boukadoum

Pages: 8482 - 8492

27) Learning a World Model With Multitimescale Memory Augmentation

Author(s): Wenzhe Cai, Teng Wang, Jiawei Wang, Changyin Sun

Pages: 8493 - 8502

28) SLOGAN: Handwriting Style Synthesis for Arbitrary-Length and Out-of-Vocabulary Text

Author(s): Canjie Luo, Yuanzhi Zhu, Lianwen Jin, Zhe Li, Dezhi Peng

Pages: 8503 - 8515

29) Finite-Time and Fixed-Time Synchronization of Delayed Memristive Neural Networks via Adaptive Aperiodically Intermittent Adjustment Strategy

Author(s): Liyan Cheng, Fangcheng Tang, Xinli Shi, Xiangyong Chen, Jianlong Qiu

Pages: 8516 - 8530

30) Learning Semantics-Consistent Stripes With Self-Refinement for Person Re-Identification

Author(s): Kuan Zhu, Haiyun Guo, Songyan Liu, Jinqiao Wang, Ming Tang

Pages: 8531 - 8542

31) Deep Clustering and Visualization for End-to-End High-Dimensional Data Analysis

Author(s): Lirong Wu, Lifan Yuan, Guojiang Zhao, Haitao Lin, Stan Z. Li

Pages: 8543 - 8554

32) Efficient Architecture Search for Continual Learning

Author(s): Qiang Gao, Zhipeng Luo, Diego Klabjan, Fengli Zhang

Pages: 8555 - 8565

33) Robust Mesh Representation Learning via Efficient Local Structure-Aware Anisotropic Convolution

Author(s): Zhongpai Gao, Junchi Yan, Guangtao Zhai, Juyong Zhang, Xiaokang Yang

Pages: 8566 - 8578

34) Integral BLF-Based Adaptive Neural Constrained Regulation for Switched Systems With Unknown Bounds on Control Gain

Author(s): Li Tang, Kaiyue He, Yang Chen, Yan-Jun Liu, Shaocheng Tong

Pages: 8579 - 8588

35) Verbal-Person Nets: Pose-Guided Multi-Granularity Language-to-Person Generation

Author(s): Deyin Liu, Lin Wu, Feng Zheng, Lingqiao Liu, Meng Wang

Pages: 8589 - 8601

36) Transfer Learning Algorithm With Knowledge Division Level

Author(s): Honggui Han, Hongxu Liu, Cuili Yang, Junfei Qiao

Pages: 8602 - 8616

37) Nonzero-Sum Game-Based Voltage Recovery Consensus Optimal Control for Nonlinear Microgrids System

Author(s): Guangliang Liu, Qiuye Sun, Rui Wang, Xuguang Hu

Pages: 8617 - 8629

38) Domain Neural Adaptation

Author(s): Sentao Chen, Zijie Hong, Mehrtash Harandi, Xiaowei Yang

Pages: 8630 - 8641

39) Accelerated Distributed Approximate Newton Method

Author(s): Haishan Ye, Chaoyang He, Xiangyu Chang

Pages: 8642 - 8653

40) Theme-Aware Aesthetic Distribution Prediction With Full-Resolution Photographs

Author(s): Gengyun Jia, Peipei Li, Ran He

Pages: 8654 - 8668

41) Data Augmentation in Defect Detection of Sanitary Ceramics in Small and Non-i.i.d Datasets

Author(s): Xinyang Ren, Weiyang Lin, Xianqiang Yang, Xinghu Yu, Huijun Gao

Pages: 8669 - 8678

42) Hyperspectral Anomaly Detection With Tensor Average Rank and Piecewise Smoothness Constraints

Author(s): Siyu Sun, Jun Liu, Xun Chen, Wei Li, Hongbin Li

Pages: 8679 - 8692

43) Gait Prediction and Variable Admittance Control for Lower Limb Exoskeleton With Measurement Delay and Extended-State-Observer

Author(s): Zhenlei Chen, Qing Guo, Tieshan Li, Yao Yan, Dan Jiang

Pages: 8693 - 8706

44) Stability and Admissibility Analysis for Zero-Sum Games Under General Value Iteration Formulation

Author(s): Ding Wang, Mingming Zhao, Mingming Ha, Junfei Qiao

Pages: 8707 - 8718

45) Federated Learning With Taskonomy for Non-IID Data

Author(s): Hadi Jamali-Rad, Mohammad Abdizadeh, Anuj Singh

Pages: 8719 - 8730

46) Kernel Proposal Network for Arbitrary Shape Text Detection

Author(s): Shi-Xue Zhang, Xiaobin Zhu, Jie-Bo Hou, Chun Yang, Xu-Cheng Yin

Pages: 8731 - 8742

47) Distilling a Powerful Student Model via Online Knowledge Distillation

Author(s): Shaojie Li, Mingbao Lin, Yan Wang, Yongjian Wu, Yonghong Tian, Ling Shao, Rongrong Ji

Pages: 8743 - 8752

48) MCDAL: Maximum Classifier Discrepancy for Active Learning

Author(s): Jae Won Cho, Dong-Jin Kim, Yunjae Jung, In So Kweon

Pages: 8753 - 8763

49) Hierarchical Multiagent Formation Control Scheme via Actor-Critic Learning

Author(s): Chaoxu Mu, Jiangwen Peng, Changyin Sun

Pages: 8764 - 8777

50) Diversified Regularization Enhanced Training for Effective Manipulator Calibration

Author(s): Zhibin Li, Shuai Li, Omaimah Omar Bamasag, Areej Alhothali, Xin Luo

Pages: 8778 - 8790

51) Adaptive Neural Coordinated Control for Multiple Euler-Lagrange Systems With Periodic Event-Triggered Sampling

Author(s): Yongxia Shi, Qinglei Hu, Xiaodong Shao, Yang Shi

Pages: 8791 - 8801

52) Fine Perceptive GANs for Brain MR Image Super-Resolution in Wavelet Domain

Author(s): Senrong You, Baiying Lei, Shuqiang Wang, Charles K. Chui, Albert C. Cheung, Yong Liu, Min Gan, Guocheng Wu, Yanyan Shen

Pages: 8802 - 8814

53) Do Neural Network Weights Account for Classes Centers?

Author(s): Ioannis Kansizoglou, Loukas Bampis, Antonios Gasteratos

Pages: 8815 - 8824

54) Accelerated Partially Shared Dictionary Learning With Differentiable Scale-Invariant Sparsity for Multi-View Clustering

Author(s): Haoli Zhao, Zhenni Li, Wuhui Chen, Zibin Zheng, Shengli Xie

Pages: 8825 - 8839

55) Decentralized Adaptive Neural Inverse Optimal Control of Nonlinear Interconnected Systems

Author(s): Kaixin Lu, Zhi Liu, Haoyong Yu, C. L. Philip Chen, Yun Zhang

Pages: 8840 - 8851

56) Curriculum-Based Deep Reinforcement Learning for Quantum Control

Author(s): Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen

Pages: 8852 - 8865

57) Kernel Error Path Algorithm

Author(s): Ziran Xiong, Charles X. Ling, Bin Gu

Pages: 8866 - 8878

58) Image Matting With Deep Gaussian Process

Author(s): Yuanjie Zheng, Yunshuai Yang, Tongtong Che, Sujuan Hou, Wenhui Huang, Yue Gao, Ping Tan

Pages: 8879 - 8893

59) Online Spatio-Temporal Learning in Deep Neural Networks

Author(s): Thomas Bohnstingl, Stanisław Woźniak, Angeliki Pantazi, Evangelos Eleftheriou

Pages: 8894 - 8908

60) Adaptive Event-Triggered Time-Varying Output Bipartite Formation Containment of Multiagent Systems Under Directed Graphs

Author(s): Juan Zhang, Huaguang Zhang, Zhongyang Ming, Yunfei Mu

Pages: 8909 - 8922

61) Deep PLS: A Lightweight Deep Learning Model for Interpretable and Efficient Data Analytics

Author(s): Xiangyin Kong, Zhiqiang Ge

Pages: 8923 - 8937

62) MMV-Net: A Multiple Measurement Vector Network for Multifrequency Electrical Impedance Tomography

Author(s): Zhou Chen, Jinxi Xiang, Pierre-Olivier Bagnaninchi, Yunjie Yang

Pages: 8938 - 8949

63) MetaGeo: A General Framework for Social User Geolocation Identification With Few-Shot Learning

Author(s): Fan Zhou, Xiuxiu Qi, Kunpeng Zhang, Goce Trajcevski, Ting Zhong

Pages: 8950 - 8964

64) Heterogeneous Multidomain Recommender System Through Adversarial Learning

Author(s): Wenhui Liao, Qian Zhang, Bo Yuan, Guangquan Zhang, Jie Lu

Pages: 8965 - 8977

65) Gait Quality Aware Network: Toward the Interpretability of Silhouette-Based Gait Recognition

Author(s): Saihui Hou, Xu Liu, Chunshui Cao, Yongzhen Huang

Pages: 8978 - 8988

66) Central Attention Network for Hyperspectral Imagery Classification

Author(s): Huan Liu, Wei Li, Xiang-Gen Xia, Mengmeng Zhang, Chen-Zhong Gao, Ran Tao

Pages: 8989 - 9003

67) Asynchronous Fault Detection for Memristive Neural Networks With Dwell-Time-Based Communication Protocol

Author(s): An Lin, Jun Cheng, Leszek Rutkowski, Shiping Wen, Mengzhuo Luo, Jinde Cao

Pages: 9004 - 9015

68) Prototype-Based Interpretation of the Functionality of Neurons in Winner-Take-All Neural Networks

Author(s): Ramin Zarei-Sabzevar, Kamaledin Ghiasi-Shirazi, Ahad Harati

Pages: 9016 - 9028

69) Learning Rate Dropout

Author(s): Huangxing Lin, Weihong Zeng, Yihong Zhuang, Xinghao Ding, Yue Huang, John Paisley

Pages: 9029 - 9039

70) A Cell-Based Fast Memetic Algorithm for Automated Convolutional Neural Architecture Design

Author(s): Junwei Dong, Boyu Hou, Liang Feng, Huajin Tang, Kay Chen Tan, Yew-Soon Ong

Pages: 9040 - 9053

71) Robust Actor-Critic With Relative Entropy Regulating Actor

Author(s): Yuhu Cheng, Longyang Huang, C. L. Philip Chen, Xuesong Wang

Pages: 9054 - 9063

72) Discrete Robust Principal Component Analysis via Binary Weights Self-Learning

Author(s): Feiping Nie, Sisi Wang, Zheng Wang, Rong Wang, Xuelong Li

Pages: 9064 - 9077

73) Globally Adaptive Neural Network Output-Feedback Control for Uncertain Nonlinear Systems

Author(s): Zhengqiang Zhang, Qiufeng Wang, Yingli Sang, Shuzhi Sam Ge

Pages: 9078 - 9087

74) A Triple-Double Convolutional Neural Network for Panchromatic Sharpening

Author(s): Tian-Jiang Zhang, Liang-Jian Deng, Ting-Zhu Huang, Jocelyn Chanussot, Gemine Vivone

Pages: 9088 - 9101

75) Predicting Best-Selling New Products in a Major Promotion Campaign Through Graph Convolutional Networks

Author(s): Chaojie Li, Wensen Jiang, Yin Yang, Shirui Pan, Gang Huang, Lijie Guo

Pages: 9102 - 9115

76) Self-Training for Class-Incremental Semantic Segmentation

Author(s): Lu Yu, Xialei Liu, Joost van de Weijer

Pages: 9116 - 9127

77) Performance Optimization and Fault-Tolerance of Highly Dynamic Systems Via Q-Learning With an Incrementally Attached Controller Gain System

Author(s): Yunsong Xu, Zhengen Zhao, Shen Yin

Pages: 9128 - 9138

78) Pruning Networks With Cross-Layer Ranking & k-Reciprocal Nearest Filters

Author(s): Mingbao Lin, Liujuan Cao, Yuxin Zhang, Ling Shao, Chia-Wen Lin, Rongrong Ji

Pages: 9139 - 9148

79) Asymptotical Neuro-Adaptive Consensus of Multi-Agent Systems With a High Dimensional Leader and Directed Switching Topology

Author(s): Peijun Wang, Guanghui Wen, Tingwen Huang, Wenwu Yu, Yuezu Lv

Pages: 9149 - 9160

80) Hybrid Reinforcement Learning for Optimal Control of Non-Linear Switching System

Author(s): Xiaofeng Li, Lu Dong, Lei Xue, Changyin Sun

Pages: 9161 - 9170

81) PWSNAS: Powering Weight Sharing NAS With General Search Space Shrinking Framework

Author(s): Yiming Hu, Xingang Wang, Qingyi Gu

Pages: 9171 - 9184

82) A White-Box Testing for Deep Neural Networks Based on Neuron Coverage

Author(s): Jing Yu, Shukai Duan, Xiaojun Ye

Pages: 9185 - 9197

83) Research on Obstacle Detection and Avoidance of Autonomous Underwater Vehicle Based on Forward-Looking Sonar

Author(s): Xiang Cao, Lu Ren, Changyin Sun

Pages: 9198 - 9208

84) Entropy Minimizing Matrix Factorization

Author(s): Mulin Chen, Xuelong Li

Pages: 9209 - 9222

85) Sampled-Data Output Feedback Control for Nonlinear Uncertain Systems Using Predictor-Based Continuous-Discrete Observer

Author(s): Jiankun Sun, Jun Yang, Zhigang Zeng, Huiming Wang

Pages: 9223 - 9233

86) Self-Paced Co-Training of Graph Neural Networks for Semi-Supervised Node Classification

Author(s): Maoguo Gong, Hui Zhou, A. K. Qin, Wenfeng Liu, Zhongying Zhao

Pages: 9234 - 9247

87) CSTNet: A Dual-Branch Convolutional Neural Network for Imaging of Reactive Flows Using Chemical Species Tomography

Author(s): Yunfan Jiang, 

Jingjing Si, Rui Zhang, Godwin Enemali, Bin Zhou, Hugh McCann, Chang Liu

Pages: 9248 - 9258

88) Heterogeneous Regularization-Based Tensor Subspace Clustering for Hyperspectral Band Selection

Author(s): Shaoguang Huang, Hongyan Zhang, Jize Xue, Aleksandra Pizurica

Pages: 9259 - 9273

89) TFA-Net: A Deep Learning-Based Time-Frequency Analysis Tool

Author(s): Pingping Pan, Yunjian Zhang, Zhenmiao Deng, Shaocan Fan, Xiaohong Huang

Pages: 9274 - 9286

90) GraphHop: An Enhanced Label Propagation Method for Node Classification

Author(s): Tian Xie, Bin Wang, C.-C. Jay Kuo

Pages: 9287 - 9301

91) Hierarchical Echo State Network With Sparse Learning: A Method for Multidimensional Chaotic Time Series Prediction

Author(s): Xiaodong Na, Weijie Ren, Moran Liu, Min Han

Pages: 9302 - 9313

92) Backstepping Technology-Based Adaptive Boundary ILC for an Input–Output-Constrained Flexible Beam

Author(s): Yu Liu, Xiaoqi Wu, Xiangqian Yao, Jingyi Zhao

Pages: 9314 - 9322

93) A Levenberg-Marquardt Algorithm for Sparse Identification of Dynamical Systems

Author(s): Mark Haring, Esten Ingar Grøtli, Signe Riemer-Sørensen, Katrine Seel, Kristian Gaustad Hanssen

Pages: 9323 - 9336

94) Semisupervised Cross-Scale Graph Prototypical Network for Hyperspectral Image Classification

Author(s): Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Qian Du, Jocelyn Chanussot

Pages: 9337 - 9351

95) Embedding Graph Auto-Encoder for Graph Clustering

Author(s): Hongyuan Zhang, Pei Li, Rui Zhang, Xuelong Li

Pages: 9352 - 9362

96) Robust Peak Detection for Holter ECGs by Self-Organized Operational Neural Networks

Author(s): Moncef Gabbouj, Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad E. H. Chowdhury, Amith Khandakar, Anas Tahir

Pages: 9363 - 9374

97) FANet: A Feedback Attention Network for Improved Biomedical Image Segmentation

Author(s): Nikhil Kumar Tomar, Debesh Jha, Michael A. Riegler, Håvard D. Johansen, Dag Johansen, Jens Rittscher, Pål Halvorsen, Sharib Ali

Pages: 9375 - 9388

98) Self-Supervised Attentive Generative Adversarial Networks for Video Anomaly Detection

Author(s): Chao Huang, Jie Wen, Yong Xu, Qiuping Jiang, Jian Yang, Yaowei Wang, David Zhang

Pages: 9389 - 9403

99) Improved Stability Analysis Results of Generalized Neural Networks With Time-Varying Delays

Author(s): Zhengliang Zhai, Huaicheng Yan, Shiming Chen, Hongbing Zeng, Meng Wang

Pages: 9404 - 9411

100) GAMMA: Graph Attention Model for Multiple Agents to Solve Team Orienteering Problem With Multiple Depots

Author(s): Prashant Sankaran, Katie McConky, Moises Sudit, Héctor Ortiz-Peña

Pages: 9412 - 9423

101) Density Distillation for Fast Nonparametric Density Estimation

Author(s): Bopeng Fang, Shifeng Chen, Zhurong Dong

Pages: 9424 - 9438

102) Cumulant GAN

Author(s): Yannis Pantazis, Dipjyoti Paul, Michail Fasoulakis, Yannis Stylianou, Markos A. Katsoulakis

Pages: 9439 - 9450

103) Composition-Aware Image Steganography Through Adversarial Self-Generated Supervision

Author(s): Ziqiang Zheng, Yuanmeng Hu, Yi Bin, Xing Xu, Yang Yang, Heng Tao Shen

Pages: 9451 - 9465

104) Discriminative Projected Clustering via Unsupervised LDA

Author(s): Feiping Nie, Xia Dong, Zhanxuan Hu, Rong Wang, Xuelong Li

Pages: 9466 - 9480

105) Local Embedding Learning via Landmark-Based Dynamic Connections

Author(s): Feiping Nie, Canyu Zhang, Zheng Wang, Rong Wang, Xuelong Li

Pages: 9481 - 9492

106) Nonlinear Feature Selection Neural Network via Structured Sparse Regularization

Author(s): Rong Wang, Jintang Bian, Feiping Nie, Xuelong Li

Pages: 9493 - 9505

107) Game-Theoretic Inverse Reinforcement Learning: A Differential Pontryagin’s Maximum Principle Approach

Author(s): Kun Cao, Lihua Xie

Pages: 9506 - 9513

108) Finite-Time Stability Control of Uncertain Nonlinear Systems With Self-Limiting Control Terms

Author(s): Jiaming Zhu, Yuequan Yang, Tianping Zhang, Zhiqiang Cao

Pages: 9514 - 9519

109) KNNENS: A k-Nearest Neighbor Ensemble-Based Method for Incremental Learning Under Data Stream With Emerging New Classes

Author(s): Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Witold Pedrycz

Pages: 9520 - 9527

110) DualConv: Dual Convolutional Kernels for Lightweight Deep Neural Networks

Author(s): Jiachen Zhong, Junying Chen, Ajmal Mian

Pages: 9528 - 9535

111) On Optimal Learning With Random Features

Author(s): Jiamin Liu, Heng Lian

Pages: 9536 - 9541

112) Positive Consensus of Fractional-Order Multiagent Systems Over Directed Graphs

Author(s): Jason J. R. Liu, James Lam, Ka-Wai Kwok

Pages: 9542 - 9548

113) Toward Optimal Synthesis of Discrete-Time Hopfield Neural Network

Author(s): Garimella Rama Murthy

Pages: 9549 - 9554

114) Neural Adaptive Distributed Formation Control of Nonlinear Multi-UAVs With Unmodeled Dynamics

Author(s): Yajing Yu, Jian Guo, Choon Ki Ahn, Zhengrong Xiang

Pages: 9555 - 9561

115) RegNet: Self-Regulated Network for Image Classification

Author(s): Jing Xu, Yu Pan, Xinglin Pan, Steven Hoi, Zhang Yi, Zenglin Xu

Pages: 9562 - 9567

116) Finite-Sample Analysis of Deep CCA-Based Unsupervised Post-Nonlinear Multimodal Learning

Author(s): Qi Lyu, Xiao Fu

Pages: 9568 - 9574

117) Leveraging Balanced Semantic Embedding for Generative Zero-Shot Learning

Author(s): Guo-Sen Xie, Xu-Yao Zhang, Tian-Zhu Xiang, Fang Zhao, Zheng Zhang, Ling Shao, Xuelong Li

Pages: 9575 - 9582