Thursday, December 7, 2023

IEEE Transactions on Fuzzy Systems, Volume 31, Issue 12

Author(s): Tingting Gao, Tieshan Li, Yan-Jun Liu, Shaocheng Tong, Lei Liu
Pages: 4145 - 4157

Author(s): Xiaowei Gu, Plamen Angelov, Jungong Han, Qiang Shen
Pages: 4158 - 4169

Author(s): Changle Sun, Haitao Li
Pages: 4170 - 4179

Author(s): Keqiuyin Li, Jie Lu, Hua Zuo, Guangquan Zhang
Pages: 4180 - 4194

Author(s): Yan Zhang, Mohammed Chadli, Zhengrong Xiang
Pages: 4195 - 4204

Author(s): Zhaoyin Shi, Long Chen, Weiping Ding, Chuanbin Zhang, Yingxu Wang
Pages: 4205 - 4219

Author(s): Yiqun Liu, Guangming Zhuang, Xiangpeng Xie, Jianwei Xia
Pages: 4220 - 4234

Author(s): Fang Liu, Witold Pedrycz, Chao Zhang, Jie Yang, Wei Wu
Pages: 4235 - 4248

Author(s): Hu Li, Shuting Wang, Yuanlong Xie, Shiqi Zheng, Peng Shi
Pages: 4249 - 4261

Author(s): José Carlos R. Alcantud
Pages: 4262 - 4270

Author(s): Ruijie Liu, Engang Tian, Ying Yang
Pages: 4271 - 4284

Author(s): Zhaoyang Cuan, Da-Wei Ding, Yingying Ren, Xiao-Jian Li
Pages: 4285 - 4297

Author(s): Jiayue Sun, Xiyue Guo, Tao Yang, Huaguang Zhang, Tianyou Chai
Pages: 4298 - 4307

Author(s): Yezheng Wang, Zidong Wang, Lei Zou, Lifeng Ma, Hongli Dong
Pages: 4308 - 4320

Author(s): Maoguo Gong, Yue Zhao, Hao Li, A. K. Qin, Lining Xing, Jianzhao Li, Yiting Liu, Yuhao Liu
Pages: 4321 - 4335

Author(s): Weijie Ren, Shenghui Guo, Choon Ki Ahn
Pages: 4336 - 4349

Author(s): Lei Jia, Lin Xiao, Jianhua Dai, Yaonan Wang
Pages: 4350 - 4360

Author(s): Qianyu Shu, Xiaopeng Yang
Pages: 4361 - 4373

Author(s): Jing Wang, Zongjie Chen, Hao Shen, Jinde Cao, Leszek Rutkowski
Pages: 4374 - 4384

Author(s): Qianli Zhou, Witold Pedrycz, Yingying Liang, Yong Deng
Pages: 4385 - 4396

Author(s): Mengyuan Cui, Shaocheng Tong
Pages: 4397 - 4409

Author(s): Di Cui, Choon Ki Ahn, Zhengrong Xiang
Pages: 4410 - 4420

Author(s): Rupak Datta, Young Hoon Joo
Pages: 4421 - 4434

Author(s): Ziguang Wang, Hak Keung Lam, Aiwen Meng, Zhiquan Li
Pages: 4435 - 4446

Author(s): Yingxue Hou, Yan-Jun Liu, Li Tang, Shaocheng Tong
Pages: 4447 - 4458

Author(s): Zhuangbi Lin, Zhi Liu, Chun-Yi Su, Yaonan Wang, C. L. Philip Chen, Yun Zhang
Pages: 4459 - 4470

Author(s): Xinpeng Fang, Huijin Fan, Lei Liu, Bo Wang
Pages: 4471 - 4485

Author(s): Qifen Yang, Gang Han, Wanyi Gao, Zhenye Yang, Shuhua Zhu, Yuhui Deng
Pages: 4486 - 4500

Author(s): Yuanshuo Cheng, Mingwen Shao, Yecong Wan, Yuexian Liu, Huan Liu, Deyu Meng
Pages: 4501 - 4515

Author(s): Tengyu Yin, Hongmei Chen, Zhong Yuan, Jihong Wan, Keyu Liu, Shi-Jinn Horng, Tianrui Li
Pages: 4516 - 4528

Author(s): Zhaoyang You, Fang Wang, Xinyi Lu
Pages: 4529 - 4541

Author(s): Nikola K. Kasabov, Yongyao Tan, Maryam Doborjeh, Enmei Tu, Jie Yang, Wilson Goh, Jimmy Lee
Pages: 4542 - 4552

Tuesday, December 5, 2023

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.

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

  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.

  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.



Friday, December 1, 2023

Weekly Review 1 December 2023

Some interesting links that I Tweeted about in the last week (I also post these on MastodonThreadsNewsmast 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

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

Author(s): Ue-Hwan Kim, Yewon Hwang, Sun-Kyung Lee, Jong-Hwan Kim
Pages: 1386 - 1398

Author(s): Venkata Subbareddy K, Nirmala Devi L
Pages: 1399 - 1412

Author(s): Amirhossein Hajavi, Ali Etemad
Pages: 1413 - 1425

Author(s): Humayun Kayesh, Md. Saiful Islam, Junhu Wang
Pages: 1426 - 1436

Author(s): Yushu Zhang, Jiahao Zhao, Jiajia Jiang, Youwen Zhu, Liangmin Wang, Yong Xiang
Pages: 1437 - 1448

Author(s): Sanghai Guan, Jingjing Wang, Ruijie Zhu, Junhui Qian, Zhongxiang Wei
Pages: 1449 - 1460

Author(s): Himanshu Singh, Saurabh Suman, Badri Narayan Subudhi, Vinit Jakhetiya, Ashish Ghosh
Pages: 1461 - 1471

Author(s): Naveen Madapana, Juan P. Wachs
Pages: 1472 - 1483

Author(s): Akshay Agarwal, Richa Singh, Mayank Vatsa, Nalini Ratha
Pages: 1484 - 1493

Author(s): Logan Markewich, Yubin Xing, Roy Ka-Wei Lee, Zhi Li, Seokbum Ko
Pages: 1494 - 1503

Author(s): Wei Huang, Xin Shu, Zizhou Wang, Chaoyue Chen, Yang Zhang, Lei Zhang, Jianguo Xu
Pages: 1504 - 1513

Author(s): Krishanu Nath, Manas Kumar Bera, Sarangapani Jagannathan
Pages: 1514 - 1525

Author(s): Mojtaba Kolahdouzi, Alireza Sepas-Moghaddam, Ali Etemad
Pages: 1526 - 1539

Author(s): Shiv Ram Dubey, S. H. Shabbeer Basha, Satish Kumar Singh, Bidyut Baran Chaudhuri
Pages: 1540 - 1548

Author(s): Xiaoyu Jiang, Zhiqiang Ge
Pages: 1549 - 1563

Author(s): Mengge Du, Yuntian Chen, Dongxiao Zhang
Pages: 1564 - 1578

Author(s): Islam I. Osman, Mohamed S. Shehata
Pages: 1579 - 1591

Author(s): Abhishek Mukhopadhyay, L. R. D. Murthy, Imon Mukherjee, Pradipta Biswas
Pages: 1592 - 1601

Author(s): Zhichao Lu, Ran Cheng, Shihua Huang, Haoming Zhang, Changxiao Qiu, Fan Yang
Pages: 1602 - 1615

Author(s): Chaoda Liu, Ben Niu, Lei Liu, Xudong Zhao, Huanqing Wang, Huichuan Duan
Pages: 1616 - 1626

Author(s): Amir Behjat, Nathan Maurer, Sharat Chidambaran, Souma Chowdhury
Pages: 1627 - 1641

Author(s): Duo Xu, Faramarz Fekri
Pages: 1642 - 1653

Author(s): Zijie Guo, Hongru Ren, Hongyi Li, Qi Zhou
Pages: 1654 - 1665

Author(s): Huai-Ning Wu, Mi Wang
Pages: 1666 - 1678

Author(s): Huan Li, Jun Fu, Tianyou Chai
Pages: 1679 - 1690

Author(s): Weizhe Li, Mike Mikailov, Weijie Chen
Pages: 1691 - 1704

Author(s): Praneeth Nemani, Ghanta Sai Krishna, Nikhil Ramisetty, B Digvijay Sri Sai, Santosh Kumar
Pages: 1705 - 1713

Author(s): Mohammad Khalid Pandit, Mahroosh Banday
Pages: 1714 - 1723

Author(s): Alireza Esmaeilzehi, M. Omair Ahmad, M.N.S. Swamy
Pages: 1724 - 1738

Author(s): Saheb Chhabra, Puspita Majumdar, Mayank Vatsa, Richa Singh
Pages: 1739 - 1751

Author(s): Abhisek Tiwari, Rishav Raj, Sriparna Saha, Pushpak Bhattacharyya, Sarbajeet Tiwari, Minakshi Dhar
Pages: 1752 - 1766

Author(s): Ashkan B. Jeddi, Nariman L. Dehghani, Abdollah Shafieezadeh
Pages: 1767 - 1776

Author(s): Wending Yan, Aashish Sharma, Robby T. Tan
Pages: 1777 - 1788

Author(s): Xiaohan Yu, Yang Zhao, Yongsheng Gao, Shengwu Xiong
Pages: 1789 - 1801

Thursday, November 30, 2023

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

Author(s): Shiyuan Bian, Jonathan M. Garibaldi, Zhijun Li
Pages: 3741 - 3761

Author(s): Youdao Ma, Zhenhua Wang, Nacim Meslem, Tarek Raïssi, Yi Shen
Pages: 3762 - 3774

Author(s): Wenhai Qi, Ning Zhang, Ju H. Park, Hak-Keung Lam, Jun Cheng
Pages: 3775 - 3786

Author(s): Anh-Tu Nguyen, Amine Dehak, Thierry-Marie Guerra, Michio Sugeno
Pages: 3787 - 3798

Author(s): Meng Han, Ge Guo, Hak-Keung Lam, Bo Han, Zhengsong Wang
Pages: 3799 - 3811

Author(s): Aitor Gonzalez de Mendívil Grau, Stefan Stanimirović, Federico Fariña
Pages: 3812 - 3822

Author(s): Hong Sang, Peng Wang, Ying Zhao, Hong Nie, Jun Fu
Pages: 3823 - 3837

Author(s): Zaoli Yang, Qin Li, Vincent Charles, Bing Xu, Shivam Gupta
Pages: 3838 - 3852

Author(s): Jinliang Liu, Enyu Gong, Lijuan Zha, Engang Tian, Xiangpeng Xie
Pages: 3853 - 3865

Author(s): Guangdong Xue, Jian Wang, Bin Yuan, Caili Dai
Pages: 3866 - 3880

Author(s): Xin Ma, Xiaoxu Zhang, Hongbin Fang, Jian Xu
Pages: 3881 - 3895

Author(s): Yingchun Wang, Zhiyong Wang, Huaguang Zhang, Xiangpeng Xie
Pages: 3896 - 3905

Author(s): Jianping Zhou, Jingjing Dong, Shengyuan Xu
Pages: 3906 - 3920

Author(s): S. Anusuya, R. Sakthivel, O. M. Kwon
Pages: 3921 - 3933

Author(s): Yongming Li, Yongyan Zhao, Shaocheng Tong
Pages: 3934 - 3943

Author(s): Binbin Sang, Weihua Xu, Hongmei Chen, Tianrui Li
Pages: 3944 - 3958

Author(s): Deyou Xia, Guoyin Wang, Qinghua Zhang, Jie Yang, Shuai Li, Man Gao
Pages: 3959 - 3973

Author(s): Jianhua Dai, Ping Tan, Lin Xiao, Lei Jia, Yongjun He, Jiajie Luo
Pages: 3974 - 3983

Author(s): Aidong Ge, Zhen Chang, Jun-e Feng
Pages: 3984 - 3994

Author(s): Xin Zhao, Xue Jia, Tao Zhang, Yahui Cao, Tianwei Liu
Pages: 3995 - 4009

Author(s): Heng Zhao, Guangdeng Zong, Xudong Zhao, Huanqing Wang, Ning Xu, Ning Zhao
Pages: 4010 - 4023

Author(s): Tian Yang, Yuan-Jiang Li, Yuhua Qian, Fei-Yue Wang
Pages: 4024 - 4038

Author(s): Kang Chen, Xuyang Wang, Dengxiu Yu, Kang Hao Cheong, Zhen Wang
Pages: 4039 - 4050

Author(s): Juntao Fei, Lei Zhang, Jie Zhuo, Yunmei Fang
Pages: 4051 - 4063

Author(s): Haris E. Psillakis, Konstantinos A. Oikonomidis
Pages: 4064 - 4074

Author(s): Qinghua Hou, Jiuxiang Dong
Pages: 4075 - 4084

Author(s): Zheng You, Huaicheng Yan, Hao Zhang, Yunsong Hu, Song Zhu
Pages: 4085 - 4096

Author(s): Jianyong Zhu, Wenjie Zhao, Hui Yang, Feiping Nie
Pages: 4097 - 4108

Author(s): Zhenxing Zhang, Jiuxiang Dong
Pages: 4109 - 4120

Author(s): Fang Wang, Xiaoxian Xie, Chao Zhou
Pages: 4121 - 4136

Author(s): Yunbiao Jiang, Zhongxin Liu, Zengqiang Chen
Pages: 4137 - 4144

Wednesday, November 29, 2023

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

Author(s): Xin Liu, Jianyong Sun, Qingfu Zhang, Zhenkun Wang, Zongben Xu
Pages: 1605 - 1620

Author(s): Jianxiong Wan, Yanduo Duan, Xiang Gui, Chuyi Liu, Leixiao Li, Zhiqiang Ma
Pages: 1621 - 1635

Author(s): Can Gao, Yangbo Wang, Jie Zhou, Weiping Ding, Linlin Shen, Zhihui Lai
Pages: 1636 - 1650

Author(s): Lili Shen, Jie Yan, Xichun Sun, Beichen Li, Zhaoqing Pan
Pages: 1651 - 1664

Author(s): Jianjun Lei, Bingzheng Liu, Bo Peng, Xiaochun Cao, Qingming Huang, Nam Ling
Pages: 1665 - 1675

Author(s): Simi Job, Xiaohui Tao, Yuefeng Li, Lin Li, Jianming Yong
Pages: 1676 - 1686

Author(s): Yong Peng, Wenna Huang, Wanzeng Kong, Feiping Nie, Bao-Liang Lu
Pages: 1687 - 1701

Author(s): Qingguo Lü, Shaojiang Deng, Huaqing Li, Tingwen Huang
Pages: 1702 - 1716

Author(s): Shu-Yu Kuo, Yu-Chi Jiang, Cheng-Yen Hua, Yao-Hsin Chou, Sy-Yen Kuo
Pages: 1717 - 1732

Author(s): Zhipeng Lü, Yan Li, Zhouxing Su, Yaozhong Zhao, Junwen Ding
Pages: 1733 - 1745

Author(s): Ahmed Zgaren, Wassim Bouachir, Nizar Bouguila
Pages: 1746 - 1760

Friday, November 24, 2023

Weekly Review 24 November 2023

Some interesting links that I Tweeted about in the last week (I also post these on MastodonThreadsNewsmast 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

Friday, November 17, 2023

Weekly Review 17 November 2023

 Some interesting links that I Tweeted about in the last week (I also post these on MastodonThreads 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/


Wednesday, November 15, 2023

Soft Computing. Volume 27, Issue 24, December 2023

Author(s): Amar Oukil, Gholam R. Amin
Pages: 18419 - 18440

Author(s): Chun Wei, Haiyan Shi...Lei Wei
Pages: 18441 - 18450

Author(s): Cemil Közkurt, Serhat Kiliçarslan...Abdullah Elen
Pages: 18451 - 18467

Author(s): Chandrima Debnath, Aishwaryaprajna...Debjani Chakraborty
Pages: 18469 - 18488

Author(s): Aidin Delgoshaei, Mohd Khairol Anuar Mohd Ariffin...Zulkiflle Leman
Pages: 18489 - 18528

Author(s): Peng Li, Jawad Khan
Pages: 18529 - 18547

Author(s): Yali Yu, Hua Huo, Junqiang Liu
Pages: 18549 - 18563

Author(s): Xuemei Hu, Ying Xie, Huifeng Jiang
Pages: 18565 - 18584

Author(s): Wenying Zhang
Pages: 18585 - 18604

Author(s): P. Prema, V. V. Ramalingam
Pages: 18605 - 18622

Author(s): Eyüp Ensar Işık, Seyda Topaloglu Yildiz, Özge Şatır Akpunar
Pages: 18623 - 18650

Author(s): Seyyed Jalaladdin Hosseini Dehshiri, Ahmad Yousefi Hanoomarvar, Maghsoud Amiri
Pages: 18651 - 18666

Author(s): Hacı Mehmet Alakaş, Mehmet Pınarbaşı
Pages: 18667 - 18680

Author(s): Xia Wang, Yang Xu...Keming Wang
Pages: 18681 - 18695

Author(s): Shahid Sultan Hajam, Shabir Ahmad Sofi
Pages: 18697 - 18707

Author(s): Rodolfo A. Lopes, Alan R. R. Freitas
Pages: 18709 - 18722

Author(s): Ilker Kucukoglu, Nursel Öztürk
Pages: 18723 - 18738

Author(s): Palash Sahoo, Dipak Kumar Jana...Goutam Panigrahi
Pages: 18739 - 18764

Author(s): K. Gavaskar, U. S. Ragupathy
Pages: 18765 - 18773

Author(s): Sumika Chauhan, Govind Vashishtha...Anil Kumar
Pages: 18775 - 18802

Author(s): Sina Fakharchian
Pages: 18803 - 18827

Author(s): Xingyu Yang, Jingui Chen...Xuejin Zhao
Pages: 18829 - 18842

Author(s): Xinlong Li, Yan Ran...Genbao Zhang
Pages: 18843 - 18868

Author(s): Chia-Nan Wang, Nhat-Luong Nhieu
Pages: 18869 - 18883

Author(s): Sidong Xian, Junkang Li...Wenhua Wan
Pages: 18885 - 18900

Author(s): Ye Cui, Rui Xiao, Lino C. Reynoso
Pages: 18901 - 18917

Author(s): K. Meena, A. Vadivel...Naushad Varish
Pages: 18919 - 18928

Author(s): Qiaomei Dou, Jiawei Zhang, Bing Jing
Pages: 18929 - 18947

Author(s): Hua Ma, Zhuoxuan Huang...Keqin Li
Pages: 18949 - 18969

Author(s): Cheng Wang, Yue Zhang, Congjun Rao
Pages: 18971 - 18990

Author(s): Gyanesh Das, Monorama Swain...Sanjay Agrawal
Pages: 18991 - 19011

Author(s): Chunman Yan, Qingpeng Wang...Xiang Zhang
Pages: 19013 - 19023

Author(s): Hayder Natiq, Animesh Roy...N. A. A. Fataf
Pages: 19025 - 19043

Author(s): Kyle ErwinAndries Engelbrecht
Pages: 19045 - 19073

Author(s): Shengnan Wu
Pages: 19075 - 19094

Author(s): Licong Zhi
Pages: 19095 - 19111

Author(s): Rasoul Samadianfard, Javad Nourinia...Roghayeh samadianfard
Pages: 19113 - 19124

Author(s): Huilan Liu
Pages: 19125 - 19142

Author(s): Fan Hui
Pages: 19143 - 19158

Author(s): Yang Song, Yingwei He
Pages: 19159 - 19177

Author(s): Mengxi Gao, Jiangwei Kong...Lijun Wang
Pages: 19179 - 19195

Author(s): M. Nanthini, K. Pradeep Mohan Kumar
Pages: 19197 - 19212

Author(s): Andrés Cacereño, David Greiner, Blas Galván
Pages: 19213 - 19246

Author(s): Chandra Prakash Garg, Ömer F. Görçün, Hande Küçükönder
Pages: 19247 - 19264

Author(s): Hongmei Shen
Pages: 19265 - 19279

Author(s): Liang Luo
Pages: 19281 - 19298

Author(s): Ran Chen, Taoguang Wang, Sangbum Kim
Pages: 19299 - 19315

Author(s): Xingyao Li, Rizwan Ullah
Pages: 19317 - 19337

Author(s): Liulu Zhan, Jianzhou Yang, Yisheng Liu
Pages: 19339 - 19358

Author(s): Dan Lan, Incheol Shin
Pages: 19359 - 19375

Friday, November 10, 2023

Weekly Review 10 November 2023

Some interesting links that I Tweeted about in the last week (I also post these on MastodonThreads 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


Thursday, November 9, 2023

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

Author(s): Hwanjun Song, Minseok Kim, Dongmin Park, Yooju Shin, Jae-Gil Lee
Pages: 8135 - 8153

Author(s): Slaviša Jovanović, Hiroomi Hikawa
Pages: 8154 - 8173

Author(s): Zixing Song, Xiangli Yang, Zenglin Xu, Irwin King
Pages: 8174 - 8194

Author(s): Wenxiu Diao, Feng Zhang, Jiande Sun, Yinghui Xing, Kai Zhang, Lorenzo Bruzzone
Pages: 8195 - 8209.

Author(s): Hongchen Tan, Xiuping Liu, Baocai Yin, Xin Li
Pages: 8210 - 8224

Author(s): Xiaojie Guo, Lingfei Wu, Liang Zhao
Pages: 8225 - 8234

Author(s): Zhiqiang Pu, Huimu Wang, Zhen Liu, Jianqiang Yi, Shiguang Wu
Pages: 8235 - 8249

Author(s): Fen Liu, Wei Meng, Deyin Yao
Pages: 8250 - 8261

Author(s): Yu Hui, Ronghu Chi, Biao Huang, Zhongsheng Hou
Pages: 8262 - 8270

Author(s): Pengzhan Jin, Zhen Zhang, Ioannis G. Kevrekidis, George Em Karniadakis
Pages: 8271 - 8283

Author(s): Mohsen Ahmadzadeh, Mehdi Kamal, Ali Afzali-Kusha, Massoud Pedram
Pages: 8284 - 8296

Author(s): Liyi Chen, Zhi Li, Weidong He, Gong Cheng, Tong Xu, Nicholas Jing Yuan, Enhong Chen
Pages: 8297 - 8309

Author(s): Pengfei Jiao, Tianpeng Li, Huaming Wu, Chang-Dong Wang, Dongxiao He, Wenjun Wang
Pages: 8310 - 8323

Author(s): Xiwen Yao, Qinglong Cao, Xiaoxu Feng, Gong Cheng, Junwei Han
Pages: 8324 - 8336

Author(s): Kaiqun Zhu, Zidong Wang, Guoliang Wei, Xiaohui Liu
Pages: 8337 - 8348

Author(s): Tianhao Gu, Zhe Wang, Zhongli Fang, Zonghai Zhu, Hai Yang, Dongdong Li, Wenli Du
Pages: 8349 - 8361

Author(s): Fang Lei, Zhiping Peng, Mei Liu, Jigen Peng, Vassilis Cutsuridis, Shigang Yue
Pages: 8362 - 8376

Author(s): Jiabin Liu, Bo Wang, Hanyuan Hang, Huadong Wang, Zhiquan Qi, Yingjie Tian, Yong Shi
Pages: 8377 - 8388

Author(s): Jingyu Wang, Fangyuan Xie, Feiping Nie, Xuelong Li
Pages: 8389 - 8403

Author(s): Jie Zhang, Wanming Zhai
Pages: 8404 - 8417

Author(s): Arindam Sengupta, Siyang Cao
Pages: 8418 - 8429

Author(s): Rui Huang, Xiaoqing Tan, Qingshan Xu
Pages: 8430 - 8440

Author(s): Chen Wei, Chuang Niu, Yiping Tang, Yue Wang, Haihong Hu, Jimin Liang
Pages: 8441 - 8455

Author(s): Bin Xu, Yingxin Shou, Zhongke Shi, Tian Yan
Pages: 8456 - 8466

Author(s): Filippos Fotiadis, Kyriakos G. Vamvoudakis
Pages: 8467 - 8481

Author(s): Billal Belainine, Fatiha Sadat, Mounir Boukadoum
Pages: 8482 - 8492

Author(s): Wenzhe Cai, Teng Wang, Jiawei Wang, Changyin Sun
Pages: 8493 - 8502

Author(s): Canjie Luo, Yuanzhi Zhu, Lianwen Jin, Zhe Li, Dezhi Peng
Pages: 8503 - 8515

Author(s): Liyan Cheng, Fangcheng Tang, Xinli Shi, Xiangyong Chen, Jianlong Qiu
Pages: 8516 - 8530

Author(s): Kuan Zhu, Haiyun Guo, Songyan Liu, Jinqiao Wang, Ming Tang
Pages: 8531 - 8542

Author(s): Lirong Wu, Lifan Yuan, Guojiang Zhao, Haitao Lin, Stan Z. Li
Pages: 8543 - 8554

Author(s): Qiang Gao, Zhipeng Luo, Diego Klabjan, Fengli Zhang
Pages: 8555 - 8565

Author(s): Zhongpai Gao, Junchi Yan, Guangtao Zhai, Juyong Zhang, Xiaokang Yang
Pages: 8566 - 8578

Author(s): Li Tang, Kaiyue He, Yang Chen, Yan-Jun Liu, Shaocheng Tong
Pages: 8579 - 8588

Author(s): Deyin Liu, Lin Wu, Feng Zheng, Lingqiao Liu, Meng Wang
Pages: 8589 - 8601

Author(s): Honggui Han, Hongxu Liu, Cuili Yang, Junfei Qiao
Pages: 8602 - 8616

Author(s): Guangliang Liu, Qiuye Sun, Rui Wang, Xuguang Hu
Pages: 8617 - 8629

Author(s): Sentao Chen, Zijie Hong, Mehrtash Harandi, Xiaowei Yang
Pages: 8630 - 8641

Author(s): Haishan Ye, Chaoyang He, Xiangyu Chang
Pages: 8642 - 8653

Author(s): Gengyun Jia, Peipei Li, Ran He
Pages: 8654 - 8668

Author(s): Xinyang Ren, Weiyang Lin, Xianqiang Yang, Xinghu Yu, Huijun Gao
Pages: 8669 - 8678

Author(s): Siyu Sun, Jun Liu, Xun Chen, Wei Li, Hongbin Li
Pages: 8679 - 8692

Author(s): Zhenlei Chen, Qing Guo, Tieshan Li, Yao Yan, Dan Jiang
Pages: 8693 - 8706

Author(s): Ding Wang, Mingming Zhao, Mingming Ha, Junfei Qiao
Pages: 8707 - 8718

Author(s): Hadi Jamali-Rad, Mohammad Abdizadeh, Anuj Singh
Pages: 8719 - 8730

Author(s): Shi-Xue Zhang, Xiaobin Zhu, Jie-Bo Hou, Chun Yang, Xu-Cheng Yin
Pages: 8731 - 8742

Author(s): Shaojie Li, Mingbao Lin, Yan Wang, Yongjian Wu, Yonghong Tian, Ling Shao, Rongrong Ji
Pages: 8743 - 8752

Author(s): Jae Won Cho, Dong-Jin Kim, Yunjae Jung, In So Kweon
Pages: 8753 - 8763

Author(s): Chaoxu Mu, Jiangwen Peng, Changyin Sun
Pages: 8764 - 8777

Author(s): Zhibin Li, Shuai Li, Omaimah Omar Bamasag, Areej Alhothali, Xin Luo
Pages: 8778 - 8790

Author(s): Yongxia Shi, Qinglei Hu, Xiaodong Shao, Yang Shi
Pages: 8791 - 8801

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

Author(s): Ioannis Kansizoglou, Loukas Bampis, Antonios Gasteratos
Pages: 8815 - 8824

Author(s): Haoli Zhao, Zhenni Li, Wuhui Chen, Zibin Zheng, Shengli Xie
Pages: 8825 - 8839

Author(s): Kaixin Lu, Zhi Liu, Haoyong Yu, C. L. Philip Chen, Yun Zhang
Pages: 8840 - 8851

Author(s): Hailan Ma, Daoyi Dong, Steven X. Ding, Chunlin Chen
Pages: 8852 - 8865

Author(s): Ziran Xiong, Charles X. Ling, Bin Gu
Pages: 8866 - 8878

Author(s): Yuanjie Zheng, Yunshuai Yang, Tongtong Che, Sujuan Hou, Wenhui Huang, Yue Gao, Ping Tan
Pages: 8879 - 8893

Author(s): Thomas Bohnstingl, Stanisław Woźniak, Angeliki Pantazi, Evangelos Eleftheriou
Pages: 8894 - 8908

Author(s): Juan Zhang, Huaguang Zhang, Zhongyang Ming, Yunfei Mu
Pages: 8909 - 8922

Author(s): Xiangyin Kong, Zhiqiang Ge
Pages: 8923 - 8937

Author(s): Zhou Chen, Jinxi Xiang, Pierre-Olivier Bagnaninchi, Yunjie Yang
Pages: 8938 - 8949

Author(s): Fan Zhou, Xiuxiu Qi, Kunpeng Zhang, Goce Trajcevski, Ting Zhong
Pages: 8950 - 8964

Author(s): Wenhui Liao, Qian Zhang, Bo Yuan, Guangquan Zhang, Jie Lu
Pages: 8965 - 8977

Author(s): Saihui Hou, Xu Liu, Chunshui Cao, Yongzhen Huang
Pages: 8978 - 8988

Author(s): Huan Liu, Wei Li, Xiang-Gen Xia, Mengmeng Zhang, Chen-Zhong Gao, Ran Tao
Pages: 8989 - 9003

Author(s): An Lin, Jun Cheng, Leszek Rutkowski, Shiping Wen, Mengzhuo Luo, Jinde Cao
Pages: 9004 - 9015

Author(s): Ramin Zarei-Sabzevar, Kamaledin Ghiasi-Shirazi, Ahad Harati
Pages: 9016 - 9028

Author(s): Huangxing Lin, Weihong Zeng, Yihong Zhuang, Xinghao Ding, Yue Huang, John Paisley
Pages: 9029 - 9039

Author(s): Junwei Dong, Boyu Hou, Liang Feng, Huajin Tang, Kay Chen Tan, Yew-Soon Ong
Pages: 9040 - 9053

Author(s): Yuhu Cheng, Longyang Huang, C. L. Philip Chen, Xuesong Wang
Pages: 9054 - 9063

Author(s): Feiping Nie, Sisi Wang, Zheng Wang, Rong Wang, Xuelong Li
Pages: 9064 - 9077

Author(s): Zhengqiang Zhang, Qiufeng Wang, Yingli Sang, Shuzhi Sam Ge
Pages: 9078 - 9087

Author(s): Tian-Jiang Zhang, Liang-Jian Deng, Ting-Zhu Huang, Jocelyn Chanussot, Gemine Vivone
Pages: 9088 - 9101

Author(s): Chaojie Li, Wensen Jiang, Yin Yang, Shirui Pan, Gang Huang, Lijie Guo
Pages: 9102 - 9115

Author(s): Lu Yu, Xialei Liu, Joost van de Weijer
Pages: 9116 - 9127

Author(s): Yunsong Xu, Zhengen Zhao, Shen Yin
Pages: 9128 - 9138

Author(s): Mingbao Lin, Liujuan Cao, Yuxin Zhang, Ling Shao, Chia-Wen Lin, Rongrong Ji
Pages: 9139 - 9148

Author(s): Peijun Wang, Guanghui Wen, Tingwen Huang, Wenwu Yu, Yuezu Lv
Pages: 9149 - 9160

Author(s): Xiaofeng Li, Lu Dong, Lei Xue, Changyin Sun
Pages: 9161 - 9170

Author(s): Yiming Hu, Xingang Wang, Qingyi Gu
Pages: 9171 - 9184

Author(s): Jing Yu, Shukai Duan, Xiaojun Ye
Pages: 9185 - 9197

Author(s): Xiang Cao, Lu Ren, Changyin Sun
Pages: 9198 - 9208

Author(s): Mulin Chen, Xuelong Li
Pages: 9209 - 9222

Author(s): Jiankun Sun, Jun Yang, Zhigang Zeng, Huiming Wang
Pages: 9223 - 9233

Author(s): Maoguo Gong, Hui Zhou, A. K. Qin, Wenfeng Liu, Zhongying Zhao
Pages: 9234 - 9247

Author(s): Yunfan Jiang, 
Jingjing Si, Rui Zhang, Godwin Enemali, Bin Zhou, Hugh McCann, Chang Liu
Pages: 9248 - 9258

Author(s): Shaoguang Huang, Hongyan Zhang, Jize Xue, Aleksandra Pizurica
Pages: 9259 - 9273

Author(s): Pingping Pan, Yunjian Zhang, Zhenmiao Deng, Shaocan Fan, Xiaohong Huang
Pages: 9274 - 9286

Author(s): Tian Xie, Bin Wang, C.-C. Jay Kuo
Pages: 9287 - 9301

Author(s): Xiaodong Na, Weijie Ren, Moran Liu, Min Han
Pages: 9302 - 9313

Author(s): Yu Liu, Xiaoqi Wu, Xiangqian Yao, Jingyi Zhao
Pages: 9314 - 9322

Author(s): Mark Haring, Esten Ingar Grøtli, Signe Riemer-Sørensen, Katrine Seel, Kristian Gaustad Hanssen
Pages: 9323 - 9336

Author(s): Bobo Xi, Jiaojiao Li, Yunsong Li, Rui Song, Yuchao Xiao, Qian Du, Jocelyn Chanussot
Pages: 9337 - 9351

Author(s): Hongyuan Zhang, Pei Li, Rui Zhang, Xuelong Li
Pages: 9352 - 9362

Author(s): Moncef Gabbouj, Serkan Kiranyaz, Junaid Malik, Muhammad Uzair Zahid, Turker Ince, Muhammad E. H. Chowdhury, Amith Khandakar, Anas Tahir
Pages: 9363 - 9374

Author(s): Nikhil Kumar Tomar, Debesh Jha, Michael A. Riegler, Håvard D. Johansen, Dag Johansen, Jens Rittscher, Pål Halvorsen, Sharib Ali
Pages: 9375 - 9388

Author(s): Chao Huang, Jie Wen, Yong Xu, Qiuping Jiang, Jian Yang, Yaowei Wang, David Zhang
Pages: 9389 - 9403

Author(s): Zhengliang Zhai, Huaicheng Yan, Shiming Chen, Hongbing Zeng, Meng Wang
Pages: 9404 - 9411

Author(s): Prashant Sankaran, Katie McConky, Moises Sudit, Héctor Ortiz-Peña
Pages: 9412 - 9423

Author(s): Bopeng Fang, Shifeng Chen, Zhurong Dong
Pages: 9424 - 9438

Author(s): Yannis Pantazis, Dipjyoti Paul, Michail Fasoulakis, Yannis Stylianou, Markos A. Katsoulakis
Pages: 9439 - 9450

Author(s): Ziqiang Zheng, Yuanmeng Hu, Yi Bin, Xing Xu, Yang Yang, Heng Tao Shen
Pages: 9451 - 9465

Author(s): Feiping Nie, Xia Dong, Zhanxuan Hu, Rong Wang, Xuelong Li
Pages: 9466 - 9480

Author(s): Feiping Nie, Canyu Zhang, Zheng Wang, Rong Wang, Xuelong Li
Pages: 9481 - 9492

Author(s): Rong Wang, Jintang Bian, Feiping Nie, Xuelong Li
Pages: 9493 - 9505

Author(s): Kun Cao, Lihua Xie
Pages: 9506 - 9513

Author(s): Jiaming Zhu, Yuequan Yang, Tianping Zhang, Zhiqiang Cao
Pages: 9514 - 9519

Author(s): Jianjun Zhang, Ting Wang, Wing W. Y. Ng, Witold Pedrycz
Pages: 9520 - 9527

Author(s): Jiachen Zhong, Junying Chen, Ajmal Mian
Pages: 9528 - 9535

Author(s): Jiamin Liu, Heng Lian
Pages: 9536 - 9541

Author(s): Jason J. R. Liu, James Lam, Ka-Wai Kwok
Pages: 9542 - 9548

Author(s): Garimella Rama Murthy
Pages: 9549 - 9554

Author(s): Yajing Yu, Jian Guo, Choon Ki Ahn, Zhengrong Xiang
Pages: 9555 - 9561

Author(s): Jing Xu, Yu Pan, Xinglin Pan, Steven Hoi, Zhang Yi, Zenglin Xu
Pages: 9562 - 9567

Author(s): Qi Lyu, Xiao Fu
Pages: 9568 - 9574

Author(s): Guo-Sen Xie, Xu-Yao Zhang, Tian-Zhu Xiang, Fang Zhao, Zheng Zhang, Ling Shao, Xuelong Li
Pages: 9575 - 9582