Computational Intelligence

IEEE Transactions on Artificial Intelligence, Volume 6, Issue 3, March 2025

1) Fair Machine Learning in Healthcare: A SurveyAuthor(s): Qizhang Feng, Mengnan Du, Na Zou, Xia HuPages: 493 - 5072) Regret and Belief Complexity Tradeoff in Gaussian Process Bandits via Information ThresholdingAuthor(s): Amrit Singh Bedi, Dheeraj Peddireddy, Vaneet Aggarwal, Brian M. Sadler, Alec KoppelPages: 508 - 5173) An Evolutionary Multitasking Algorithm for Efficient Multiobjective RecommendationsAuthor(s): Ye Tian, Luke Ji, Yiwei Hu, Haiping Ma, Le Wu, Xingyi ZhangPages: 518 - 5324) Deep-Learning-Based Uncertainty-Estimation Approach for Unknown Traffic IdentificationAuthor(s): Siqi Le, Yingxu Lai, Yipeng Wang, Huijie HePages: 533 - 5485) ReLAQA: Reinforcement Learning-Based Autonomous Quantum Agent for Quantum ApplicationsAuthor(s): Ahmad Alomari, Sathish A. P. KumarPages: 549 - 5586) Traffexplainer: A Framework Toward GNN-Based Interpretable Traffic PredictionAuthor(s): Lingbai Kong, Hanchen Yang, Wengen Li, Yichao Zhang, Jihong Guan, Shuigeng ZhouPages: 559 - 5737) Personalized Learning Path Problem Variations: Computational Complexity and AI ApproachesAuthor(s): Sean A. Mochocki, Mark G. Reith, Brett J. Borghetti, Gilbert L. Peterson, John D. Jasper, Laurence D. MerklePages: 574 - 5888) Prompt Learning for Few-Shot Question Answering via Self-Context Data AugmentationAuthor(s): Jian-Qiang Qiu, Chun-Yang Zhang, C. L. Philip ChenPages: 589 - 6039) MDA-GAN: Multiscale and Dual Attention Generative Adversarial Network for Bone Suppression in Chest X-RaysAuthor(s): Anushikha Singh, Rukhshanda Hussain, Rajarshi Bhattacharya, Brejesh Lall, B.K. Panigrahi, Anjali Agrawal, Anurag Agrawal, Balamugesh Thangakunam, D.J. ChristopherPages: 604 - 61310) Image Tampering Detection With Frequency-Aware Attention and Multiview FusionAuthor(s): Xu Xu, Junxin Chen, Wenrui Lv, Wei Wang, Yushu ZhangPages: 614 - 62511) NICASU: Neurotransmitter Inspired Cognitive AI Architecture for Surveillance UnderwaterAuthor(s): Mehvish Nissar, Badri Narayan Subudhi, Amit Kumar Mishra, Vinit JakhetiyaPages: 626 - 63812) Att2CPC: Attention-Guided Lossy Attribute Compression of Point CloudsAuthor(s): Kai Liu, Kang You, Pan Gao, Manoranjan PaulPages: 639 - 65013) Neural Network-Based Ensemble Learning Model to Identify Antigenic Fragments of SARS-CoV-2Author(s): Syed Nisar Hussain Bukhari, Kingsley A. OgudoPages: 651 - 66014) Bridging the Climate Gap: Multimodel Framework With Explainable Decision-Making for IOD and ENSO ForecastingAuthor(s): Harshit Tiwari, Prashant Kumar, Ramakant Prasad, Kamlesh Kumar Saha, Anurag Singh, Hocine Cherifi, RajniPages: 661 - 67515) Model-Heterogeneous Federated Graph Learning With Prototype PropagationAuthor(s): Zhi Liu, Hanlin Zhou, Xiaohua He, Haopeng Yuan, Jiaxin Du, Mengmeng Wang, Guojiang Shen, Xiangjie Kong, Feng XiaPages: 676 - 68916) Semisupervised Breast MRI Density Segmentation Integrating Fine and Rough AnnotationsAuthor(s): Tianyu Xie, Yue Sun, Hongxu Yang, Shuo Li, Jinhong Song, Qimin Yang, Hao Chen, Mingxiang Wu, Tao TanPages: 690 - 69917) NL-CoWNet: A Deep Convolutional Encoder–Decoder Architecture for OCT Speckle Elimination Using Nonlocal and Subband Modulated DT-CWT BlocksAuthor(s): P. S. Arun, Bibin Francis, Varun P. GopiPages: 700 - 70918) Multiattribute Deep CNN-Based Approach for Detecting Medicinal Plants and Their Use for Skin DiseasesAuthor(s): Prachi Dalvi, Dhananjay R. Kalbande, Surendra Singh Rathod, Harshal Dalvi, Amey AgarwalPages: 710 - 72419) Deep Feature Unsupervised Domain Adaptation for Time-Series ClassificationAuthor(s): Nannan Lu, Tong Yan, Song Zhu, Jiansheng Qian, Min HanPages: 725 - 73720) Enhanced LiDAR-Based Localization via Multiresolution Iterative Closest Point Algorithms and Feature ExtractionAuthor(s): Yecheng Lyu, Xinkai Zhang, Feng TaoPages: 738 - 74621) Swin-MGNet: Swin Transformer Based Multiview Grouping Network for 3-D Object RecognitionAuthor(s): Xin Ning, Limin Jiang, Weijun Li, Zaiyang Yu, Jinlong Xie, Lusi Li, Prayag Tiwari, Fernando Alonso-FernandezPages: 747 - 75822) A Two-Level Neural-RL-Based Approach for Hierarchical Multiplayer Systems Under Mismatched UncertaintiesAuthor(s): Xiangnan Zhong, Zhen NiPages: 759 - 77223) Adaptive Neural Network Finite-Time Event Triggered Intelligent Control for Stochastic Nonlinear Systems With Time-Varying ConstraintsAuthor(s): Jia Liu, Jiapeng Liu, Qing-Guo Wang, Jinpeng YuPages: 773 - 77924) DDM-Lag: A Diffusion-Based Decision-Making Model for Autonomous Vehicles With Lagrangian Safety EnhancementAuthor(s): Jiaqi Liu, Peng Hang, Xiaocong Zhao, Jianqiang Wang, Jian SunPages: 780 - 791

Mar 17, 2025 - 00:30

1) Fair Machine Learning in Healthcare: A Survey

Author(s): Qizhang Feng, Mengnan Du, Na Zou, Xia Hu

Pages: 493 - 507

2) Regret and Belief Complexity Tradeoff in Gaussian Process Bandits via Information Thresholding

Author(s): Amrit Singh Bedi, Dheeraj Peddireddy, Vaneet Aggarwal, Brian M. Sadler, Alec Koppel

Pages: 508 - 517

3) An Evolutionary Multitasking Algorithm for Efficient Multiobjective Recommendations

Author(s): Ye Tian, Luke Ji, Yiwei Hu, Haiping Ma, Le Wu, Xingyi Zhang

Pages: 518 - 532

4) Deep-Learning-Based Uncertainty-Estimation Approach for Unknown Traffic Identification

Author(s): Siqi Le, Yingxu Lai, Yipeng Wang, Huijie He

Pages: 533 - 548

5) ReLAQA: Reinforcement Learning-Based Autonomous Quantum Agent for Quantum Applications

Author(s): Ahmad Alomari, Sathish A. P. Kumar

Pages: 549 - 558

6) Traffexplainer: A Framework Toward GNN-Based Interpretable Traffic Prediction

Author(s): Lingbai Kong, Hanchen Yang, Wengen Li, Yichao Zhang, Jihong Guan, Shuigeng Zhou

Pages: 559 - 573

7) Personalized Learning Path Problem Variations: Computational Complexity and AI Approaches

Author(s): Sean A. Mochocki, Mark G. Reith, Brett J. Borghetti, Gilbert L. Peterson, John D. Jasper, Laurence D. Merkle

Pages: 574 - 588

8) Prompt Learning for Few-Shot Question Answering via Self-Context Data Augmentation

Author(s): Jian-Qiang Qiu, Chun-Yang Zhang, C. L. Philip Chen

Pages: 589 - 603

9) MDA-GAN: Multiscale and Dual Attention Generative Adversarial Network for Bone Suppression in Chest X-Rays

Author(s): Anushikha Singh, Rukhshanda Hussain, Rajarshi Bhattacharya, Brejesh Lall, B.K. Panigrahi, Anjali Agrawal, Anurag Agrawal, Balamugesh Thangakunam, D.J. Christopher

Pages: 604 - 613

10) Image Tampering Detection With Frequency-Aware Attention and Multiview Fusion

Author(s): Xu Xu, Junxin Chen, Wenrui Lv, Wei Wang, Yushu Zhang

Pages: 614 - 625

11) NICASU: Neurotransmitter Inspired Cognitive AI Architecture for Surveillance Underwater

Author(s): Mehvish Nissar, Badri Narayan Subudhi, Amit Kumar Mishra, Vinit Jakhetiya

Pages: 626 - 638

12) Att2CPC: Attention-Guided Lossy Attribute Compression of Point Clouds

Author(s): Kai Liu, Kang You, Pan Gao, Manoranjan Paul

Pages: 639 - 650

13) Neural Network-Based Ensemble Learning Model to Identify Antigenic Fragments of SARS-CoV-2

Author(s): Syed Nisar Hussain Bukhari, Kingsley A. Ogudo

Pages: 651 - 660

14) Bridging the Climate Gap: Multimodel Framework With Explainable Decision-Making for IOD and ENSO Forecasting

Author(s): Harshit Tiwari, Prashant Kumar, Ramakant Prasad, Kamlesh Kumar Saha, Anurag Singh, Hocine Cherifi, Rajni

Pages: 661 - 675

15) Model-Heterogeneous Federated Graph Learning With Prototype Propagation

Author(s): Zhi Liu, Hanlin Zhou, Xiaohua He, Haopeng Yuan, Jiaxin Du, Mengmeng Wang, Guojiang Shen, Xiangjie Kong, Feng Xia

Pages: 676 - 689

16) Semisupervised Breast MRI Density Segmentation Integrating Fine and Rough Annotations

Author(s): Tianyu Xie, Yue Sun, Hongxu Yang, Shuo Li, Jinhong Song, Qimin Yang, Hao Chen, Mingxiang Wu, Tao Tan

Pages: 690 - 699

17) NL-CoWNet: A Deep Convolutional Encoder–Decoder Architecture for OCT Speckle Elimination Using Nonlocal and Subband Modulated DT-CWT Blocks

Author(s): P. S. Arun, Bibin Francis, Varun P. Gopi

Pages: 700 - 709

18) Multiattribute Deep CNN-Based Approach for Detecting Medicinal Plants and Their Use for Skin Diseases

Author(s): Prachi Dalvi, Dhananjay R. Kalbande, Surendra Singh Rathod, Harshal Dalvi, Amey Agarwal

Pages: 710 - 724

19) Deep Feature Unsupervised Domain Adaptation for Time-Series Classification

Author(s): Nannan Lu, Tong Yan, Song Zhu, Jiansheng Qian, Min Han

Pages: 725 - 737

20) Enhanced LiDAR-Based Localization via Multiresolution Iterative Closest Point Algorithms and Feature Extraction

Author(s): Yecheng Lyu, Xinkai Zhang, Feng Tao

Pages: 738 - 746

21) Swin-MGNet: Swin Transformer Based Multiview Grouping Network for 3-D Object Recognition

Author(s): Xin Ning, Limin Jiang, Weijun Li, Zaiyang Yu, Jinlong Xie, Lusi Li, Prayag Tiwari, Fernando Alonso-Fernandez

Pages: 747 - 758

22) A Two-Level Neural-RL-Based Approach for Hierarchical Multiplayer Systems Under Mismatched Uncertainties

Author(s): Xiangnan Zhong, Zhen Ni

Pages: 759 - 772

23) Adaptive Neural Network Finite-Time Event Triggered Intelligent Control for Stochastic Nonlinear Systems With Time-Varying Constraints

Author(s): Jia Liu, Jiapeng Liu, Qing-Guo Wang, Jinpeng Yu

Pages: 773 - 779

24) DDM-Lag: A Diffusion-Based Decision-Making Model for Autonomous Vehicles With Lagrangian Safety Enhancement

Author(s): Jiaqi Liu, Peng Hang, Xiaocong Zhao, Jianqiang Wang, Jian Sun

Pages: 780 - 791