Computational Intelligence

Author(s): Ying Xu, Zhangzhao Liang, Yanyang Liang, Xinru Li, Wenfeng Pan, Jie You, Zhihao Long, Yikui Zhai, Angelo Genovese, Vincenzo Piuri, Fabio Scotti

Pages: 3368 - 3381

16) Physics-Informed Graph Capsule Generative Autoencoder for Probabilistic AC Optimal Power Flow

Author(s): Mohsen Saffari, Mahdi Khodayar, Mohammad E. Khodayar

Pages: 3382 - 3395

17) Effective Single-Step Adversarial Training With Energy-Based Models

Author(s): Keke Tang, Tianrui Lou, Weilong Peng, Nenglun Chen, Yawen Shi, Wenping Wang

Pages: 3396 - 3407

18) MA-MFCNet: Mixed Attention-Based Multi-Scale Feature Calibration Network for Image Dehazing

Author(s): Luqiao Li, Zhihua Chen, Lei Dai, Ran Li, Bin Sheng

Pages: 3408 - 3421

19) Graph Contrastive Learning for Tracking Dynamic Communities in Temporal Networks

Author(s): Yun Ai, Xianghua Xie, Xiaoke Ma

Pages: 3422 - 3435

20) PV-SSD: A Multi-Modal Point Cloud 3D Object Detector Based on Projection Features and Voxel Features

Author(s): Yongxin Shao, Aihong Tan, Zhetao Sun, Enhui Zheng, Tianhong Yan, Peng Liao

Pages: 3436 - 3449

21) Generalized Population-Based Training for Hyperparameter Optimization in Reinforcement Learning

Author(s): Hui Bai, Ran Cheng

Pages: 3450 - 3462

22) Multi-modal Authentication Model for Occluded Faces in a Challenging Environment

Author(s): Dahye Jeong, Eunbeen Choi, Hyeongjin Ahn, Ester Martinez-Martin, Eunil Park, Angel P. del Pobil

Pages: 3463 - 3473

23) A Multitasking-Based Constrained Multi-Objective Evolutionary Algorithm With Forward and Backward Stages

Author(s): Xiaoyu Zhong, Xiangjuan Yao, Kangjia Qiao, Dunwei Gong

Pages: 3474 - 3488

24) A Bi-Search Evolutionary Algorithm for High-Dimensional Bi-Objective Feature Selection

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

Pages: 3489 - 3502

25) Intensive Class Imbalance Learning in Drifting Data Streams

Author(s): Muhammad Usman, Huanhuan Chen

Pages: 3503 - 3517

26) Flow-Shop Scheduling Problem With Batch Processing Machines via Deep Reinforcement Learning for Industrial Internet of Things

Author(s): Zihui Luo, Chengling Jiang, Liang Liu, Xiaolong Zheng, Huadong Ma

Pages: 3518 - 3533

27) Sparse Graph Tensor Learning for Multi-View Spectral Clustering

Author(s): Man-Sheng Chen, Zhi-Yuan Li, Jia-Qi Lin, Chang-Dong Wang, Dong Huang

Pages: 3534 - 3543

28) Alternating-Direction-Method of Multipliers-Based Adaptive Nonnegative Latent Factor Analysis

Author(s): Yurong Zhong, Kechen Liu, Shangce Gao, Xin Luo

Pages: 3544 - 3558

29) Efficient Online Planning and Robust Optimal Control for Nonholonomic Mobile Robot in Unstructured Environments

Author(s): Yingbai Hu, Wei Zhou, Yueyue Liu, Minghao Zeng, Weiping Ding, Shu Li, Guoxin Li, Zheng Li, Alois Knoll

Pages: 3559 - 3575

30) Energy-Efficient and Interpretable Multisensor Human Activity Recognition via Deep Fused Lasso Net

Author(s): Yu Zhou, Jingtao Xie, Xiao Zhang, Wenhui Wu, Sam Kwong

Pages: 3576 - 3588

31) A Novel Dual-Stage Evolutionary Algorithm for Finding Robust Solutions

Author(s): Wei Du, Wenxuan Fang, Chen Liang, Yang Tang, Yaochu Jin

Pages: 3589 - 3602

32) Efficient Processing of Spiking Neural Networks via Task Specialization

Author(s): Muath Abu Lebdeh, Kasim Sinan Yildirim, Davide Brunelli

Pages: 3603 - 3613

33) Multi-Relation Augmentation for Graph Neural Networks

Author(s): Shunxin Xiao, Huibin Lin, Jianwen Wang, Xiaolong Qin, Shiping Wang

Pages: 3614 - 3627

34) Robust Evolving Fuzzy Classifier Integrating Noise Smoothing and Soft Dimension Reduction

Author(s): Edwin Lughofer, Igor Škrjanc

Pages: 3628 - 3642

35) Co-Occurrence Relationship Driven Hierarchical Attention Network for Brain CT Report Generation

Author(s): Xiaodan Zhang, Shixin Dou, Junzhong Ji, Ying Liu, Zheng Wang

Pages: 3643 - 3653

36) Adversarial Examples Detection With Bayesian Neural Network

Author(s): Yao Li, Tongyi Tang, Cho-Jui Hsieh, Thomas C. M. Lee

Pages: 3654 - 3664

37) From Concept to Instance: Hierarchical Reinforced Knowledge Graph Reasoning

Author(s): Cheng Yan, Feng Zhao, Yudong Zhang

Pages: 3665 - 3677

38) FedSG: A Personalized Subgraph Federated Learning Framework on Multiple Non-IID Graphs

Author(s): Yingcheng Wang, Songtao Guo, Dewen Qiao, Guiyan Liu, Mingyan Li

Pages: 3678 - 3690

39) PATReId: Pose Apprise Transformer Network for Vehicle Re-Identification

Author(s): Rishi Kishore, Nazia Aslam, Maheshkumar H. Kolekar

Pages: 3691 - 3702

40) Predicting Citywide Crowd Flows in Critical Areas Based on Dynamic Spatio-Temporal Network

Author(s): Heli Sun, Ruirui Xue, Tingting Hu, Tengfei Pan, Liang He, Yuan Rao, Zhi Wang, Yingxue Wang, Yuan Chen, Hui He

Pages: 3703 - 3715

41) MFLink: User Identity Linkage Across Online Social Networks via Multimodal Fusion and Adversarial Learning

Author(s): Shudong Li, Danna Lu, Qing Li, Xiaobo Wu, Shumei Li, Zhen Wang

Pages: 3716 - 3725

Wednesday, October 9, 2024

IEEE Transactions on Evolutionary Computation, Volume 28, Number 5, October 2024

1) Particle Swarm Optimization for Efficiently Evolving Deep Convolutional Neural Networks Using an Autoencoder-Based Encoding Strategy

Author(s:); Gonglin Yuan, Bin Wang, Bing Xue, Mengjie Zhang

Pages: 1190 - 1204

2) Conditional Generative Adversarial Network-Based Bilevel Evolutionary Multiobjective Optimization Algorithm

Author(s:); Weizhong Wang, Hai-Lin Liu

Pages: 1205 - 1219

3) Can Evolutionary Clustering Have Theoretical Guarantees?

Author(s:); Chao Qian

Pages: 1220 - 1234

4) Genetic Programming With Lexicase Selection for Large-Scale Dynamic Flexible Job Shop Scheduling

Author(s:); Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang

Pages: 1235 - 1249

5) Correlation-Based Dynamic Allocation Scheme of Fitness Evaluations for Constrained Evolutionary Optimization

Author(s:); Han Huang, Yueting Xu, Yi Xiang, Zhifeng Hao

Pages: 1250 - 1264

6) Robust Optimization Over Time: A Critical Review

Author(s:); Danial Yazdani, Mohammad Nabi Omidvar, Donya Yazdani, Jürgen Branke, Trung Thanh Nguyen, Amir H. Gandomi, Yaochu Jin, Xin Yao

Pages: 1265 - 1285

7) Balancing Objective Optimization and Constraint Satisfaction in Expensive Constrained Evolutionary Multiobjective Optimization

Author(s:); Zhenshou Song, Handing Wang, Bing Xue, Mengjie Zhang, Yaochu Jin

Pages: 1286 - 1300

8) Estimation of Distribution Algorithms in Machine Learning: A Survey

Author(s:); Pedro Larrañaga, Concha Bielza

Pages: 1301 - 1321

9) Multiobjective Optimization-Based Network Control Principles for Identifying Personalized Drug Targets With Cancer

Author(s:); Jing Liang, Zhuo Hu, Zong-Wei Li, Kangjia Qiao, Wei-Feng Guo

Pages: 1322 - 1335

10) Privacy-Enhanced Multitasking Particle Swarm Optimization Based on Homomorphic Encryption

Author(s:); Hao Li, Fanggao Wan, Maoguo Gong, A. K. Qin, Yue Wu, Lining Xing

Pages: 1336 - 1350

11) Machine Learning-Based Prediction of New Pareto-Optimal Solutions From Pseudo-Weights

Author(s:); Anirudh Suresh, Kalyanmoy Deb

Pages: 1351 - 1365

12) A Genetic Programming Approach With Building Block Evolving and Reusing to Image Classification

Author(s:); Ying Bi, Jing Liang, Bing Xue, Mengjie Zhang

Pages: 1366 - 1380

13) Evolutionary Dynamic Constrained Multiobjective Optimization: Test Suite and Algorithm

Author(s:); Guoyu Chen, Yinan Guo, Yong Wang, Jing Liang, Dunwei Gong, Shengxiang Yang

Pages: 1381 - 1395

14) A Data-Driven Evolutionary Transfer Optimization for Expensive Problems in Dynamic Environments

Author(s:); Ke Li, Renzhi Chen, Xin Yao

Pages: 1396 - 1411

15) Interactively Learning Rough Strategies That Dynamically Satisfy Investor’s Preferences in Multiobjective Index Tracking

Author(s:); Julio Cezar Soares Silva, Adiel Teixeira de Almeida Filho

Pages: 1412 - 1426

16) A Self-Adaptive Collaborative Differential Evolution Algorithm for Solving Energy Resource Management Problems in Smart Grids

Author(s:); Haoxiang Qin, Wenlei Bai, Yi Xiang, Fangqing Liu, Yuyan Han, Ling Wang

Pages: 1427 - 1441

17) Runtime Analysis for the NSGA-II: Proving, Quantifying, and Explaining the Inefficiency for Many Objectives

Author(s:); Weijie Zheng, Benjamin Doerr

Pages: 1442 - 1454

18) Modular Multitree Genetic Programming for Evolutionary Feature Construction for Regression

Author(s:); Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang

Pages: 1455 - 1469

19) Regularity Evolution for Multiobjective Optimization

Author(s:); Shuai Wang, Aimin Zhou

Pages: 1470 - 1483

20) SR-Forest: A Genetic Programming-Based Heterogeneous Ensemble Learning Method

Author(s:); Hengzhe Zhang, Aimin Zhou, Qi Chen, Bing Xue, Mengjie Zhang

Pages: 1484 - 1498

21) Evolutionary Multitasking With Centralized Learning for Large-Scale Combinatorial Multiobjective Optimization

Author(s:); Yuxiao Huang, Wei Zhou, Yu Wang, Min Li, Liang Feng, Kay Chen Tan

Pages: 1499 - 1513

22) VSG3A2: A Genetic Algorithm-Based Virtual Sample Generation Approach Using Information Gain and Acceptance-Rejection Sampling

Author(s:); Hong Yu, Xuekang Fan, Guoyin Wang, Yongfang Xie

Pages: 1514 - 1528

23) A Dynamic-Niching-Based Pareto Domination for Multimodal Multiobjective Optimization

Author(s:); Juan Zou, Qi Deng, Yuan Liu, Xinjie Yang, Shengxiang Yang, Jinhua Zheng

Pages: 1529 - 1543

Friday, October 4, 2024

Weekly Review 4 October 2024

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

An autonomous boat using AI to avoid collisions: https://www.stuff.co.nz/nz-news/350423932/unmanned-vessel-makes-waves-science-minister
An AI to help with research literature and citations: https://dataconomy.com/2024/09/27/scite-ai-review-can-it-research-well/
Microsoft's approach to correcting generative AI hallucinations: https://www.computerworld.com/article/3540429/microsoft-claims-new-correction-tool-can-fix-genai-hallucinations.html
An emotionally intelligent AI chatbot: https://techcrunch.com/2024/09/26/nomi-ai-wants-to-make-the-most-emotionally-intelligent-chatbots-on-the-market/
On the importance of explainable AI: https://www.datasciencecentral.com/explainable-ai-xai-how-can-black-box-models-be-transformed-into-comprehensible-intelligence/
AI enhancing cryptocurrency. Throw in NFTs and you'd have the hype trifecta: https://dataconomy.com/2024/09/27/artificial-intelligence-ai-and-cryptocurrency-revolutionizing-the-future-of-finance-and-technology/
I'm skeptical of using synthetic data to train AI. They already hallucinate, sometimes badly, when trained on real data: https://www.informationweek.com/data-management/is-synthetic-data-the-future-of-ai-model-training-
AI PCs are coming, but it's not clear when: https://www.computerworld.com/article/3540633/how-soon-will-ai-pcs-replace-traditional-pcs-in-the-enterprise.html
OpenAI is to reveal to lawyers the training data used for its AI: https://www.theregister.com/2024/09/26/openai_training_data_author_copyright_case/
The AI data cycle: https://www.bigdatawire.com/2024/09/24/the-ai-data-cycle-understanding-the-optimal-storage-mix-for-ai-workloads-at-scale/
The fine line between secondary students using AI as a learning tool, and using it as a cheating tool: https://www.stuff.co.nz/nz-news/350425314/students-using-artificial-intelligence-cheat-assessments-teachers-warn
How to opt-out of big tech using your posts to train their AI: https://www.theguardian.com/technology/2024/sep/27/gmail-meta-x-ai-data-privacy
Microsoft's actions on climate change got a bit derailed by generative AI, but recommissioning a nuclear reactor will help: https://www.computerworld.com/article/3537018/microsoft-vowed-to-fight-climate-change-then-genai-came-along.html
AI needs more compute power, which means more data centres, which means more demand for electricity and water: https://www.theguardian.com/global-development/2024/sep/25/mexico-datacentre-amazon-google-queretaro-water-electricity
If your AI breaks the law, you are responsible for it: https://www.theregister.com/2024/09/25/doj_ai_compliance_guidance_update/
What kind of messaging to teachers need to be sending to students around AI? https://www.insidehighered.com/opinion/views/2024/09/26/sending-wrong-message-students-ai-opinion
I think describing this AI as 'revolutionizing' emergency call responses is a bit of a stretch. And who's going to get sued the first time is messes up? https://techcrunch.com/2024/09/26/prepared-which-lets-911-dispatchers-text-and-video-chat-with-callers-raises-27m/
No, you can't just turn off Meta's AI scraping of your posts with a single post: https://www.theguardian.com/technology/2024/sep/26/will-the-goodbye-meta-ai-message-protect-users-posts-from-being-used-to-train-ai
Some legal consequences of the AI hype: https://www.theregister.com/2024/09/26/ftc_sues_ai_outfits/
Claims that facial recognition AI reduced the rates of assaults on shop staff: https://www.nzherald.co.nz/nz/facial-recognition-tech-cuts-serious-assaults-by-130-in-foodstuffs-north-island-stores/R4FKTAPEANFLPL3LU3P434J6F4/
US Army is using AI to target potential recruits: https://www.theregister.com/2024/09/25/us_army_enlists_ai/
The coming age of ubiquitous AI bodycams: https://www.computerworld.com/article/3537041/what-happens-when-everybody-winds-up-wearing-ai-body-cams.html
Google's AI can digest a book and spit out a podcast that summarises it: https://arstechnica.com/ai/2024/09/fake-ai-podcasters-are-reviewing-my-book-and-its-freaking-me-out/
No, we're not going to have superintelligent AI in three years. We might have marginally less stupid AI in three years, if we're lucky: https://www.extremetech.com/computing/openai-ceo-cranks-up-ai-hype-promises-superintelligence-in-3-years

Friday, September 27, 2024

Weekly Review 27 September 2024

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

This is the real danger with AI, it can be used to supercharge surveillance, and big tech companies can make a lot of money doing so: https://www.theregister.com/2024/09/16/oracle_ai_mass_surveillance_cloud/
In addition to needing a lot of energy, AI also need a lot of water for cooling: https://www.techrepublic.com/article/generative-ai-data-center-water-use/
Using AI to eliminate bias in hiring. Except the AI inherits the biases in the data used to train it: https://www.datasciencecentral.com/how-machine-learning-is-delivering-next-generation-talent-acquisition-processes/
Are the EU regulations really stifling development of AI? Or is this just big tech companies whinging? https://www.computerworld.com/article/3535551/eu-privacy-regulation-stifling-ai-innovation-claims-open-letter-masterminded-by-meta.html
OpenAI really doesn't want people testing their new AI too hard. What are they hiding? https://arstechnica.com/information-technology/2024/09/openai-threatens-bans-for-probing-new-ai-models-reasoning-process/
AI needs a lot of energy, and it's contributing to climate change. But AI can also optimise renewable energy generation: https://www.informationweek.com/sustainability/the-ai-power-paradox
Microsoft is teaming with a power company to recommission a nuclear reactor, to generate the energy needed for AI computation: https://www.nextplatform.com/2024/09/20/ai-powerhouses-choose-the-nuclear-option/
AI is good at making predictions, which is useful in supply chain management: https://www.datasciencecentral.com/role-of-ai-predictive-analytics-in-supply-chain-management/
Ways in which AI can make a meaningful impact on a business: https://www.datasciencecentral.com/how-to-transform-your-business-digitally-with-ai/
AI needs a lot of energy, and currently that's being met with fossil fuels. But AI can also help boost renewable generation, so I don't think it will derail things: https://www.informationweek.com/sustainability/will-future-ai-demands-derail-sustainable-energy-initiatives-
Microsoft scraped data from LinkedIn to train their AI, and updated their terms of service to allow it after they did it: https://www.theregister.com/2024/09/19/linkedin_ai_data_access/
An expanded context window for a conversational AI. So while it won't forget what you're chatting about, it will still hallucinate: https://spectrum.ieee.org/ai-context-window
A social network app populated entirely by AI: https://arstechnica.com/information-technology/2024/09/dead-internet-theory-comes-to-life-with-new-ai-powered-social-media-app/
Can quantum computers provide the computing power needed for AI? https://www.datanami.com/2024/09/17/quantum-and-ai-navigating-the-resource-challenge/
California bans election-related deepfakes near election time. Will it be enforced? https://www.informationweek.com/it-sectors/california-s-new-deepfake-laws-await-test-of-enforcement
Five ways to screw up an AI project: https://www.informationweek.com/machine-learning-ai/how-to-avoid-common-ai-newbie-mistakes
The UN releases a plan for how AI can help humanity: https://www.computerworld.com/article/3532360/un-lays-out-plans-for-how-ai-can-best-serve-humanity.html
Too big, too small, size does matter after all. At least when AI are concerned: https://www.computerworld.com/article/3529501/smaller-genai-models-for-every-app-might-be-the-future.html
An open call for questions that could stump an AI: https://futurism.com/the-byte/humanitys-last-exam-ai-benchmarks
An AI that can detect misinformation in social media: https://spectrum.ieee.org/fight-misinformation
Google is going to start labelling AI generated images in its search results: https://www.techrepublic.com/article/google-c2pa-generative-ai-search/
A portable AI controller for robots: https://spectrum.ieee.org/machine-learning-and-robotics You want SkyNet? Because this is how you get SkyNet
No guardrail setup can stop all the harms an AI could cause: https://www.theregister.com/2024/09/17/ai_models_guardrail_feature/

Thursday, September 26, 2024

IEEE Transactions on Artificial Intelligence, Volume 5, Issue 9, September 2024

1) Editorial: From Explainable Artificial Intelligence (xAI) to Understandable Artificial Intelligence (uAI)

Author(s): Hussein Abbass, Keeley Crockett, Jonathan Garibaldi, Alexander Gegov, Uzay Kaymak, Joao Miguel C. Sousa

Pages: 4310 - 4314

2) Incomplete Graph Learning via Partial Graph Convolutional Network

Author(s): Ziyan Zhang, Bo Jiang, Jin Tang, Jinhui Tang, Bin Luo

Pages: 4315 - 4321

3) Adversarial Machine Learning for Social Good: Reframing the Adversary as an Ally

Author(s): Shawqi Al-Maliki, Adnan Qayyum, Hassan Ali, Mohamed Abdallah, Junaid Qadir, Dinh Thai Hoang, Dusit Niyato, Ala Al-Fuqaha

Pages: 4322 - 4343

4) A Distributed Conditional Wasserstein Deep Convolutional Relativistic Loss Generative Adversarial Network With Improved Convergence

Author(s): Arunava Roy, Dipankar Dasgupta

Pages: 4344 - 4353

Author(s): Ayush Roy, Sk Mohiuddin, Ram Sarkar

Pages: 4354 - 4363

6) Enhancing Reinforcement Learning via Transformer-Based State Predictive Representations

Author(s): Minsong Liu, Yuanheng Zhu, Yaran Chen, Dongbin Zhao

Pages: 4364 - 4375

7) Bilateral-Head Region-Based Convolutional Neural Networks: A Unified Approach for Incremental Few-Shot Object Detection

Author(s): Yiting Li, Haiyue Zhu, Sichao Tian, Jun Ma, Cheng Xiang, Prahlad Vadakkepat

Pages: 4376 - 4390

8) Regional Ensemble for Improving Unsupervised Outlier Detectors

Author(s): Jiawei Yang, Sylwan Rahardja, Susanto Rahardja

Pages: 4391 - 4402

9) Progressively Select and Reject Pseudolabeled Samples for Open-Set Domain Adaptation

Author(s): Qian Wang, Fanlin Meng, Toby P. Breckon

Pages: 4403 - 4414

10) A Lightweight Multidendritic Pyramidal Neuron Model With Neural Plasticity on Image Recognition

Author(s): Yu Zhang, Pengxing Cai, Yanan Sun, Zhiming Zhang, Zhenyu Lei, Shangce Gao

Pages: 4415 - 4427

11) A Multimodal Multiobjective Evolutionary Algorithm for Filter Feature Selection in Multilabel Classification

Author(s): Emrah Hancer, Bing Xue, Mengjie Zhang

Pages: 4428 - 4442

12) A Nonparametric Split and Kernel-Merge Clustering Algorithm

Author(s): Khurram Khan, Atiq ur Rehman, Adnan Khan, Syed Rameez Naqvi, Samir Brahim Belhaouari, Amine Bermak

Pages: 4443 - 4457

13) Universal Transfer Framework for Urban Spatiotemporal Knowledge Based on Radial Basis Function

Author(s): Sheng-Min Chiu, Yow-Shin Liou, Yi-Chung Chen, Chiang Lee, Rong-Kang Shang, Tzu-Yin Chang, Roger Zimmermann

Pages: 4458 - 4469

14) Building a Robust and Efficient Defensive System Using Hybrid Adversarial Attack

Author(s): Rachel Selva Dhanaraj, M. Sridevi

Pages: 4470 - 4478

15) Retain and Adapt: Online Sequential EEG Classification With Subject Shift

Author(s): Tiehang Duan, Zhenyi Wang, Li Shen, Gianfranco Doretto, Donald A. Adjeroh, Fang Li, Cui Tao

Pages: 4479 - 4492

16) Prefetching-based Multiproposal Markov Chain Monte Carlo Algorithm

Author(s): Guifeng Ye, Shaowen Lu

Pages: 4493 - 4505

17) Shuffled Grouping Cross-Channel Attention-Based Bilateral-Filter-Interpolation Deformable ConvNet With Applications to Benthonic Organism Detection

Author(s): Tingkai Chen, Ning Wang

Pages: 4506 - 4518

18) An Intelligent Fingerprinting Technique for Low-Power Embedded IoT Devices

Author(s): Varun Kohli, Muhammad Naveed Aman, Biplab Sikdar

Pages: 4519 - 4534

19) A Novel Applicable Shadow Resistant Neural Network Model for High-Efficiency Grid-Level Pavement Crack Detection

Author(s): Handuo Yang, Ju Huyan, Tao Ma, Yitao Song, Chengjia Han

Pages: 4535 - 4549

20) Prioritized Local Matching Network for Cross-Category Few-Shot Anomaly Detection

Author(s): Huilin Deng, Hongchen Luo, Wei Zhai, Yanming Guo, Yang Cao, Yu Kang

Pages: 4550 - 4561

21) IOTM: Iterative Optimization Trigger Method—A Runtime Data-Free Backdoor Attacks on Deep Neural Networks

Author(s): Iram Arshad, Saeed Hamood Alsamhi, Yuansong Qiao, Brian Lee, Yuhang Ye

Pages: 4562 - 4573

22) An Unbiased Fuzzy Weighted Relative Error Support Vector Machine for Reverse Prediction of Concrete Components

Author(s): Zongwen Fan, Jin Gou, Shaoyuan Weng

Pages: 4574 - 4584

23) Stabilizing Diffusion Model for Robotic Control With Dynamic Programming and Transition Feasibility

Author(s): Haoran Li, Yaocheng Zhang, Haowei Wen, Yuanheng Zhu, Dongbin Zhao

Pages: 4585 - 4594

24) A Unified Conditional Diffusion Framework for Dual Protein Targets-Based Bioactive Molecule Generation

Author(s): Lei Huang, Zheng Yuan, Huihui Yan, Rong Sheng, Linjing Liu, Fuzhou Wang, Weidun Xie, Nanjun Chen, Fei Huang, Songfang Huang, Ka-Chun Wong, Yaoyun Zhang

Pages: 4595 - 4606

25) Learning Counterfactual Explanation of Graph Neural Networks via Generative Flow Network

Author(s): Kangjia He, Li Liu, Youmin Zhang, Ye Wang, Qun Liu, Guoyin Wang

Pages: 4607 - 4619

26) Linear Regression-Based Autonomous Intelligent Optimization for Constrained Multiobjective Problems

Author(s): Yan Wang, Xiaoyan Sun, Yong Zhang, Dunwei Gong, Hejuan Hu, Mingcheng Zuo

Pages: 4620 - 4634

27) Strategic Gradient Transmission With Targeted Privacy-Awareness in Model Training: A Stackelberg Game Analysis

Author(s): Hezhe Sun, Yufei Wang, Huiwen Yang, Kaixuan Huo, Yuzhe Li

Pages: 4635 - 4648

28) An Explainable Intellectual Property Protection Method for Deep Neural Networks Based on Intrinsic Features

Author(s): Mingfu Xue, Xin Wang, Yinghao Wu, Shifeng Ni, Leo Yu Zhang, Yushu Zhang, Weiqiang Liu

Pages: 4649 - 4659

29) Unsupervised Representation Learning for 3-D Magnetic Resonance Imaging Superresolution With Degradation Adaptation

Author(s): Jianan Liu, Hao Li, Tao Huang, Euijoon Ahn, Kang Han, Adeel Razi, Wei Xiang, Jinman Kim, David Dagan Feng

Pages: 4660 - 4674

30) A Causality-Informed Graph Intervention Model for Pancreatic Cancer Early Diagnosis

Author(s): Xinyue Li, Rui Guo, Hongzhang Zhu, Tao Chen, Xiaohua Qian

Pages: 4675 - 4685

31) Remaining Useful Life Prediction via Frequency Emphasizing Mix-Up and Masked Reconstruction

Author(s): Haoren Guo, Haiyue Zhu, Jiahui Wang, Vadakkepat Prahlad, Weng Khuen Ho, Clarence W. de Silva, Tong Heng Lee

Pages: 4686 - 4695

32) UPR-BP: Unsupervised Photoplethysmography Representation Learning for Noninvasive Blood Pressure Estimation

Author(s): Chenbin Ma, Peng Zhang, Fan Song, Zeyu Liu, Youdan Feng, Yufang He, Guanglei Zhang

Pages: 4696 - 4707

33) SBP-GCA: Social Behavior Prediction via Graph Contrastive Learning With Attention

Author(s): Yufei Liu, Jia Wu, Jie Cao

Pages: 4708 - 4722

34) Quadratic Neuron-Empowered Heterogeneous Autoencoder for Unsupervised Anomaly Detection

Author(s): Jing-Xiao Liao, Bo-Jian Hou, Hang-Cheng Dong, Hao Zhang, Xiaoge Zhang, Jinwei Sun, Shiping Zhang, Feng-Lei Fan

Pages: 4723 - 4737

35) Automatic Plane Pose Estimation for Cardiac Left Ventricle Coverage Estimation via Deep Adversarial Regression Network

Author(s): Le Zhang, Kevin Bronik, Stefan K. Piechnik, Joao A. C. Lima, Stefan Neubauer, Steffen E. Petersen, Alejandro F. Frangi

Pages: 4738 - 4752

36) Variable Curvature Gabor Convolution and Multibranch Structures for Finger Vein Recognition

Author(s): Jun Li, Huabin Wang, Shicheng Wei, Jian Zhou, Yuankang Shen, Liang Tao

Pages: 4753 - 4764

37) ClassLIE: Structure- and Illumination-Adaptive Classification for Low-Light Image Enhancement

Author(s): Zixiang Wei, Yiting Wang, Lichao Sun, Athanasios V. Vasilakos, Lin Wang

Pages: 4765 - 4775

38) Improving Code Summarization With Tree Transformer Enhanced by Position-Related Syntax Complement

Author(s): Jie Song, Zexin Zhang, Zirui Tang, Shi Feng, Yu Gu

Pages: 4776 - 4786

39) Automated Detection of Harmful Insects in Agriculture: A Smart Framework Leveraging IoT, Machine Learning, and Blockchain

Author(s): Wahidur Rahman, Muhammad Minoar Hossain, Md. Mahedi Hasan, Md. Sadiq Iqbal, Mohammad Motiur Rahman, Khondokar Fida Hasan, Mohammad Ali Moni

Pages: 4787 - 4798

40) MTPret: Improving X-Ray Image Analytics With Multitask Pretraining

Author(s): Weibin Liao, Qingzhong Wang, Xuhong Li, Yi Liu, Zeyu Chen, Siyu Huang, Dejing Dou, Yanwu Xu, Haoyi Xiong

Pages: 4799 - 4812

41) Reinforced Reweighting for Self-Supervised Partial Domain Adaptation

Author(s): Keyu Wu, Shengkai Chen, Min Wu, Shili Xiang, Ruibing Jin, Yuecong Xu, Xiaoli Li, Zhenghua Chen

Pages: 4813 - 4822

42) Cross-Modality Calibration in Multi-Input Network for Axillary Lymph Node Metastasis Evaluation

Author(s): Michela Gravina, Domiziana Santucci, Ermanno Cordelli, Paolo Soda, Carlo Sansone

Pages: 4823 - 4836

43) A Novel Grades Prediction Method for Undergraduate Students by Learning Explicit Conditional Distribution

Author(s): Na Zhang, Ming Liu, Lin Wang, Shuangrong Liu, Runyuan Sun, Bo Yang, Shenghui Zhu, Chengdong Li, Cheng Yang, Yuhu Cheng

Pages: 4837 - 4848

Wednesday, September 25, 2024

IEEE Transactions on Fuzzy Systems, Volume 32, Issue 9, September 2024

1) GIFTWD: A Prospect Theory-Based Generalized Intuitionistic Fuzzy Three-Way Decision Model

Author(s): Jianhua Dai, Tao Chen, Kai Zhang, Dun Liu, Weiping Ding

Pages: 4805 - 4819

2) Three-Way Decision Method Within Prospect Theory via Intuitionistic Fuzzy Numbers in Multiscale Decision Information Systems

Author(s): Yibin Xiao, Jianming Zhan, Chao Zhang, Wei-Zhi Wu

Pages: 4820 - 4834

3) A Novel Three-Way Deep Learning Approach for Multigranularity Fuzzy Association Analysis of Time Series Data

Author(s): Chunmao Jiang, Ying Duan

Pages: 4835 - 4845

4) A Large-Scale Group Decision-Making Method Fusing Three-Way Clustering and Regret Theory Under Fuzzy Preference Relations

Author(s): Lun Guo, Jianming Zhan, Chao Zhang, Zeshui Xu

Pages: 4846 - 4860

5) A Fuzzy Rule-Based System for Portfolio Selection Using Technical Analysis

Author(s): Ahmad Zaman Khan, Pankaj Gupta, Mukesh Kumar Mehlawat

Pages: 4861 - 4875

6) One Network Fits All: A Self-Organizing Fuzzy Neural Network Based Explicit Predictive Control Method for Multimode Process

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

Pages: 4876 - 4889

7) Multidimensional Dynamic Pruning: Exploring Spatial and Channel Fuzzy Sparsity

Author(s): Mingwen Shao, Jiandong Kuang, Chao Wang, Wangmeng Zuo, Guoyin Wang

Pages: 4890 - 4901

8) Noise-Estimation-Dominated Fuzzy Segmentation Strategy for Accurate Implantation of Implantable Cardioverter Defibrillators

Author(s): Cong Wang, Xin Tan, Bo Li, MengChu Zhou

Pages: 4902 - 4911

9) Models and Algorithms for Optimizing Thresholds in Fuzzy Representation-Based Three-Way Decision

Author(s): Jiubing Liu, Shutian Huang, Tianrui Li, Qiang Liang, Huaxiong Li, Zhifeng Hao

Pages: 4912 - 4926

10) TWStream: Three-Way Stream Clustering

Author(s): Jiarui Sun, Mingjing Du, Zhenkang Lew, Yongquan Dong

Pages: 4927 - 4939

11) Distributed Fault Diagnosis for Heterogeneous Multiagent Systems: A Hybrid Knowledge-Based and Data-Driven Method

Author(s): Runze Li, Bin Jiang, Yan Zong, Ningyun Lu, Li Guo

Pages: 4940 - 4949

12) Three-Way Decisions With Pythagorean Fuzzy TOPSIS for Internet of Drones

Author(s): Jiajia Zhou, Yian Zhu, Lian Li

Pages: 4950 - 4960

13) Hierarchical Sequential Three-Way Multiattribute Decision-Making Method Based on Regret Theory in Multiscale Fuzzy Decision Systems

Author(s): Jin Qian, Yuehua Lu, Ying Yu, Jie Zhou, Duoqian Miao

Pages: 4961 - 4975

14) Fuzziness-Based Three-Way Decision With Neighborhood Rough Sets Under the Framework of Shadowed Sets

Author(s): Jie Yang, Xiaoqi Wang, Guoyin Wang, Qinghua Zhang, Nenggan Zheng, Di Wu

Pages: 4976 - 4988

15) A Novel Group Three-Way Decision Method Integrating Regret Theory and Consensus Reaching Process for Decision-Making Problems With Interval-Valued Uncertain Information

Author(s): Xiao-Hong Pan, Shi-Fan He, Ying-Ming Wang

Pages: 4989 - 5004

16) ViolinBot: A Framework for Imitation Learning of Violin Bowing Using Fuzzy Logic and PCA

Author(s): Cong Jin, Xiaoyu Liu, YuFei Zhao, Yonggui Zhu, Jie Wang, Hesheng Wang

Pages: 5005 - 5017

17) Graph Classification Method Based on Fuzzy Entropy Causality in a Network Formal Context

Author(s): Min Fan, Huan Li

Pages: 5018 - 5032

18) Intuitionistic Fuzzy MADM in Wargame Leveraging With Deep Reinforcement Learning

Author(s): Yuxiang Sun, Yuanbai Li, Huaxiong Li, Jiubing Liu, Xianzhong Zhou

Pages: 5033 - 5045

19) Fuzzy Multimodal Graph Reasoning for Human-Centric Instructional Video Grounding

Author(s): Yujie Li, Xun Jiang, Xing Xu, Huimin Lu, Heng Tao Shen

Pages: 5046 - 5059

20) Systematic Feature Selection Based on Three-Level Improvements of Fuzzy Dominance Three-Way Neighborhood Rough Sets

Author(s): Xianyong Zhang, Benwei Chen, Duoqian Miao

Pages: 5060 - 5072

21) A New Neurodynamics-Based Model for Fuzzy Convex Optimization Problems With Fuzzy Coefficients and General Constraints

Author(s): Jiqiang Chen, Litao Ma, Witold Pedrycz, Xu Wang

Pages: 5073 - 5085

22) Twin Fuzzy Networks With Interpolation Consistency Regularization for Weakly Supervised Anomaly Detection

Author(s): Zhi Cao, Ye Shi, Yu-Cheng Chang, Xin Yao, Chin-Teng Lin

Pages: 5086 - 5097

23) A Design of Fuzzy Rule-Based Classifier for Multiclass Classification and Its Realization in Horizontal Federated Learning

Author(s): Xingchen Hu, Xiubin Zhu, Lan Yang, Witold Pedrycz, Zhiwu Li

Pages: 5098 - 5108

24) Employing Iterative Feature Selection in Fuzzy Rule-Based Binary Classification

Author(s): Haoning Li, Cong Wang, Qinghua Huang

Pages: 5109 - 5121

25) Heterogeneous Group Consensus Method With Three-Way Decisions Based on Fuzzy Social Networks and Manipulation Behaviors Under Multiscale Information Systems

Author(s): Yibin Xiao, Jianming Zhan, Zeshui Xu, Luis Martínez

Pages: 5122 - 5135

26) Multilabel Feature Selection Based on Fuzzy Mutual Information and Orthogonal Regression

Author(s): Jianhua Dai, Qi Liu, Wenxiang Chen, Chucai Zhang

Pages: 5136 - 5148

27) DMET-Based Double Asynchronous Dissipative Control of Fuzzy Semi-Markov Jump Systems With Redundant Channels

Author(s): Meng-Jie Hu, Ju Hyun Park, Yan-Wu Wang, Jun Cheng, Xiao-Kang Liu

Pages: 5149 - 5162

28) Constructing Interpretable Belief Rule Bases Using a Model-Agnostic Statistical Approach

Author(s): Chao Sun, Yinghui Wang, Tao Yan, Jinlong Yang, Liangyi Huang

Pages: 5163 - 5175

29) Practical Adaptive Backstepping Control for Performance and State Constrained Systems of Cable-Driven Manipulators

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

Pages: 5176 - 5188

30) An Interactive Approach for Intuitionistic Fuzzy Data Envelopment Analysis

Author(s): Qingping Gao, Yu Lin, Yu Luo, Xuewen Xu

Pages: 5189 - 5200

31) Multilayer Fuzzy Supremum Approximation to Discrete-Time Synchronization

Author(s): Tianrun Liu, Yang-Yang Chen, Guanghui Wen

Pages: 5201 - 5213

32) Observer-Based Quantized Guaranteed Cost Control of Fuzzy Networked Control Systems With Unreliable Links and Its Applications

Author(s): Qunxian Zheng, Shengyuan Xu, Huaicheng Yan

Pages: 5214 - 5225

33) Flexible Preassigned Finite-Time Fuzzy Bipartite Consensus Control for Nonlinear MASs With Dead-Zone Inputs and Actuator Faults

Author(s): Lei Wan, Huaguang Zhang, Jiayue Sun, Xiaohui Yue, Xiangpeng Xie

Pages: 5226 - 5236

34) Relaxed TS Fuzzy Model Transformation to Improve the Approximation Accuracy/Complexity Tradeoff and Relax the Computation Complexity

Author(s): Péter Baranyi

Pages: 5237 - 5247

35) Optimized Backstepping Attitude Containment Control for Multiple Spacecrafts

Author(s): Sijia Fan, Tong Wang, Chenhui Qin, Jianbin Qiu, Min Li

Pages: 5248 - 5258

36) Fuzzy Neural Network for Representation Learning on Uncertain Graphs

Author(s): Yue-Na Lin, Hai-Chun Cai, Chun-Yang Zhang, Hong-Yu Yao, C. L. Philip Chen

Pages: 5259 - 5271

37) Observer-Based Adaptive Event-Triggered Control for Nonlinear Networked Systems Under Multiple Cyber Attacks

Author(s): Yu Shan, Xiangpeng Xie, Jiayue Sun, Ju H. Park

Pages: 5272 - 5284

38) Fuzzy-Based Sampled-Data Synchronization of the Hindmarsh–Rose Neuronal Model

Author(s): Sasikala Subramaniam, Chee Peng Lim, Prakash Mani

Pages: 5285 - 5295

39) Asynchronous Filtering for Fuzzy Sampled-Data Systems Subject to Censored Measurements and Nonuniform Sampling

Author(s): Jun Cheng, Qiongwen Zhang, Dan Zhang, Huaicheng Yan, Wenhai Qi

Pages: 5296 - 5306

40) Relaxed Stabilization of Interval Type-2 Fuzzy Semi-Markov Jump Systems With DoS Attacks: A Homogeneous Polynomial Approach

Author(s): Shiyao Pan, Xiangpeng Xie, Xiaoming Wu

Pages: 5307 - 5319

41) Cascaded Two-Stage Feature Clustering and Selection via Separability and Consistency in Fuzzy Decision Systems

Author(s): Yuepeng Chen, Weiping Ding, Hengrong Ju, Jiashuang Huang, Tao Yin

Pages: 5320 - 5333

42) Pseudolabel Enhanced Multiview Deep Concept Factorization Fuzzy Clustering

Author(s): Zhuangzhuang Zhao, Hongtan Yang, Zhaohong Deng, Wei Zhang, Chenxi Luo, Guanjin Wang, Yuxi Ge, Shudong Hu

Pages: 5334 - 5347

43) Bell-Shaped Fuzzy Least Square Twin SVM With Biomedical Applications

Author(s): Anuradha Kumari, M. Tanveer, Chin-Teng Lin, the Alzheimer's Disease Neuroimaging Initiative

Pages: 5348 - 5358

44) Fuzzy Clustering From Subset-Clustering to Fullset-Membership

Author(s): Huimin Chen, Yu Duan, Feiping Nie, Rong Wang, Xuelong Li

Pages: 5359 - 5370

45) Zero-Sum-Game-Based Distributed Fuzzy Adaptive Self-Triggered Control of Swarm UAVs Under Intermittent Communication and DoS Attacks

Author(s): Ying Wu, Mou Chen, Mohammed Chadli

Pages: 5371 - 5384

46) Self-Organizing Hybrid Fuzzy Polynomial Neural Network Classifier Driven Through Dynamically Adaptive Structure and Compound Regularization Technique

Author(s): Zhen Wang, Sung-Kwun Oh, Zunwei Fu, Witold Pedrycz, Seok-Beom Roh, Jin Hee Yoon

Pages: 5385 - 5399

Friday, September 20, 2024

Weekly Review 20 September 2024

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

Do web browsers really need AI embedded in them? https://www.theregister.com/2024/09/10/web_browsers_ai_holdout_vivaldi/
An AI scientist that performs at the level of an early PhD student-a few good ideas, a lot of bad ones, and poor ethics: https://spectrum.ieee.org/ai-for-science-2
But will the government AI be able to put you on hold for three hours? https://www.stuff.co.nz/nz-news/350411368/government-launch-ai-chatbot-called-gov-gpt
What executives need to do to successfully implement AI in business: https://www.informationweek.com/machine-learning-ai/forrester-ceo-lessons-for-executives-to-implement-ai-successfully
Cloning handwriting using AI: https://arstechnica.com/information-technology/2024/09/my-dead-father-is-writing-me-notes-again/
Jobs in IT are going to be impacted by AI, especially entry-level helpdesk positions: https://www.computerworld.com/article/3507029/will-genai-kill-the-help-desk-and-other-it-jobs.html
The Digital Divide include access to AI technologies: https://thespinoff.co.nz/partner/11-09-2024/how-can-everyone-be-part-of-the-ai-revolution
Don't fall for the hard sell over AI: https://www.informationweek.com/machine-learning-ai/cios-resist-ai-hard-sell-as-adoption-tactics-shift
Remember folks, conspiracy theories are what stupid people talk about when they want to sound smart. So let an AI talk them out of it: https://spectrum.ieee.org/ai-conspiracy-theories
How AI can contribute to marketing: https://www.datasciencecentral.com/how-ai-is-transforming-marketing-strategies/
Oracle is building nuclear reactors to produce carbon-free electricity to power its data centres for AI computing: https://www.tomshardware.com/tech-industry/oracle-will-use-three-small-nuclear-reactors-to-power-new-1-gigawatt-ai-data-center
Asimov's Three Laws of Robotics were brilliant for their time, but they are flawed in that they assumed that an AI would have a physical presence. They are a good start, though: https://www.datanami.com/2024/09/11/the-three-laws-of-robotics-and-the-future/
A guide to the proper way to converse with an AI: https://www.theregister.com/2024/09/11/delvish_llm_language/
AI can help to improve sustainability of business operations, but AI themselves have an environmental cost: https://www.informationweek.com/sustainability/how-ai-impacts-sustainability-opportunities-and-risks
Some numbers around the adoption of AI: https://blocksandfiles.com/2024/09/11/weka-genai-report/
Biased data will result in biased AI models. And businesses have a lot of biases: https://www.informationweek.com/machine-learning-ai/how-bias-influences-outcomes
This new AI can at least count: https://arstechnica.com/information-technology/2024/09/openais-new-reasoning-ai-models-are-here-o1-preview-and-o1-mini/
A voluntary commitment to combat deepfake nudes isn't very helpful, regulation is needed: https://techcrunch.com/2024/09/12/white-house-extracts-voluntary-commitments-from-ai-vendors-to-combat-deepfake-nudes/
California continues to move towards regulation of AI, and tech companies continue to over-state the impact of it: https://www.theverge.com/2024/9/11/24226251/california-sb-1047-ai-industry-regulation-backlash
Using one AI to design molecules, and another to explain the outputs of the first: https://spectrum.ieee.org/organic-solar-cells
Of course people are using AI to produce election propaganda, they don't have any real facts to attack their opponents with: https://www.theverge.com/2024/9/12/24243021/springfield-ohio-haitians-ai-generated-misinformation-trump
Using AI to debunk conspiracy theories: https://www.popsci.com/technology/conspiracy-debunk-ai-bot/
European Union takes legal action against Google over the data it uses to train AI: https://www.computerworld.com/article/3518073/google-faces-eu-investigation-over-ai-data-compliance.html
A generative AI app for making music: https://dataconomy.com/2024/09/09/how-to-create-music-jamboss-ai-2024/

Computational Intelligence

Friday, October 11, 2024

IEEE Transactions on Neural Networks and Learning Systems, Volume 35, Number 10, October 2024

Thursday, October 10, 2024

IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 8, Number 5, October 2024

Wednesday, October 9, 2024

IEEE Transactions on Evolutionary Computation, Volume 28, Number 5, October 2024

Friday, October 4, 2024

Weekly Review 4 October 2024

Friday, September 27, 2024

Weekly Review 27 September 2024

Thursday, September 26, 2024

IEEE Transactions on Artificial Intelligence, Volume 5, Issue 9, September 2024

Wednesday, September 25, 2024

IEEE Transactions on Fuzzy Systems, Volume 32, Issue 9, September 2024

Friday, September 20, 2024

Weekly Review 20 September 2024

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