Journal: IEEE Intelligent Systems

Volume 39, Issue 6

5 -- 9San Murugesan. To Thrive in the Artificial Intelligence Age, Stay Professionally Fit - Forever
10 -- 17Deepa Tilwani, Revathy Venkataramanan, Amit P. Sheth. Neurosymbolic AI Approach to Attribution in Large Language Models
18 -- 27Boyuan Zheng, Jianlong Zhou, Chunjie Liu, Yiqiao Li, Fang Chen 0001. Explaining Imitation Learning Through Frames
28 -- 39Fei Hu, Wuneng Zhou, Kaili Liao, Hongliang Li, Dongbing Tong. Regulated Federated Learning Against the Effects of Heterogeneity and Client Attacks
40 -- 47Samuele Poppi, Sara Sarto, Marcella Cornia, Lorenzo Baraldi 0001, Rita Cucchiara. Multiclass Unlearning for Image Classification via Weight Filtering
48 -- 57Zhenyu Wen, Yuheng Ye, Jie Su, Taotao Li, Jinhao Wan, Shilian Zheng, Zhen Hong, Shibo He, Haoran Duan, Yuexiang Li, Yawen Huang, Yefeng Zheng 0001. Unraveling Complexity: An Exploration Into Large-Scale Multimodal Signal Processing
58 -- 69Trong-Nghia Nguyen, Soo-Hyung Kim, Bo-Gun Kho, Hyung Jeong Yang. Multigradient Siamese Temporal Model for the Prediction of Clinical Events in Rapid Response Systems
70 -- 80Mohammad Nadeem, Laeeba Javed, Shahab Saquib Sohail, Erik Cambria, Amir Hussain 0001. Are Foundation Models the Next-Generation Social Media Content Moderators?
81 -- 85Federico Giannini, Giacomo Ziffer, Andrea Cossu, Vincenzo Lomonaco. Streaming Continual Learning for Unified Adaptive Intelligence in Dynamic Environments
86 -- 90Jiongzhi Lin, Baitao Huang, Fei Zhou 0001. Artificial Intelligence-Based Video Saliency Prediction: Challenges and Trends

Volume 39, Issue 5

5 -- 11Amit P. Sheth, Vishal Pallagani, Kaushik Roy 0009. Neurosymbolic AI for Enhancing Instructability in Generative AI
12 -- 19Jason Samuel Lucas, Barani Maung Maung, Maryam Tabar, Keegan McBride, Dongwon Lee 0001. The Longtail Impact of Generative AI on Disinformation: Harmonizing Dichotomous Perspectives
20 -- 24Luca Pajola, Mauro Conti. Lights Toward Adversarial Machine Learning: The Achilles Heel of Artificial Intelligence
25 -- 36Maciej Blaszke, Grazina Korvel, Bozena Kostek. Exploring Neural Networks for Musical Instrument Identification in Polyphonic Audio
37 -- 46Hanxuan Yang 0002, Qingchao Kong, Ruike Zhang, Wenji Mao. Efficient Spiking Variational Graph Autoencoders for Unsupervised Graph Representation Learning Tasks
47 -- 56Yantong Chen, Yanyan Zhang, Jialiang Wang, Yang Liu. Ship Grid: A Novel Anchor-Free Ship Detection Algorithm
57 -- 65Bo Xu, Bin Gao, Yunhu Li. Improved Small Object Detection Algorithm Based on YOLOv5
66 -- 77Wenkai Huang, Gaolei Li, Xiaoyu Yi 0003, Jianhua Li 0001, Chengcheng Zhao, Ying Yin. SupRTE: Suppressing Backdoor Injection in Federated Learning via Robust Trust Evaluation
78 -- 81Daniel E. O'Leary. Do ChatGPT 4o, 4, and 3.5 Generate "Similar" Ratings? Findings and Implications
82 -- 89Xinyue Zhang 0010, Zhaoxia Wang 0001, Guitao Cao, Seng-Beng Ho. Joint Weakly Supervised Image Emotion Analysis Based on Interclass Discrimination and Intraclass Correlation

Volume 39, Issue 4

5 -- 11Geng Tu, Taiyu Niu, Ruifeng Xu, Bin Liang, Erik Cambria. AdaCLF: An Adaptive Curriculum Learning Framework for Emotional Support Conversation
12 -- 22Tuukka Ruotsalo, V. Javier Traver, Aleksandra Kawala-Sterniuk, Luis A. Leiva. Affective Relevance
23 -- 36Yanbing Wang, Hong He. Electroencephalogram Emotion Recognition Based on Manifold Geomorphological Features in Riemannian Space
37 -- 48Luca Nannini, Jose Maria Alonso-Moral, Alejandro Catalá, Manuel Lama, Senén Barro. Operationalizing Explainable Artificial Intelligence in the European Union Regulatory Ecosystem
50 -- 59Min-Yan Tsai, Hsin-Hung Cho, Chia-Mu Yu, Yao-Chung Chang, Han-Chieh Chao. Effective Adversarial Examples Identification of Credit Card Transactions
60 -- 72Haopeng Wang, Haiwei Dong 0001, Abdulmotaleb El-Saddik. Tile-Weighted Rate-Distortion Optimized Packet Scheduling for 360° Virtual-Reality Video Streaming
74 -- 82Yuanhai Lv, Gexuan Wang, Wanqing Zhao, Wei Zhao 0019, Ziyu Guan. Edge-Weight-Embedding Graph Convolutional Network for Person Reidentification
83 -- 87Daniel E. O'Leary. Do Large Language Models Bias Human Evaluations?

Volume 39, Issue 3

5 -- 12Przemyslaw Kazienko, Erik Cambria. Toward Responsible Recommender Systems
13 -- 19Utkarshani Jaimini, Cory A. Henson, Amit P. Sheth. Causal Neurosymbolic AI: A Synergy Between Causality and Neurosymbolic Methods
20 -- 24Tianlong Xu, Richard Jiarui Tong, Jing Liang 0008, Xing Fan, Haoyang Li, Qingsong Wen. Foundation Models for Education: Promises and Prospects
26 -- 34Nicholas Moratelli, Manuele Barraco, Marcella Cornia, Lorenzo Baraldi 0001, Rita Cucchiara. Are Learnable Prompts the Right Way of Prompting? Adapting Vision-and-Language Models with Memory Optimization
35 -- 44Jialou Wang, Manli Zhu, Yulei Li, Honglei Li 0001, Longzhi Yang, Wai Lok Woo. Detect2Interact: Localizing Object Key Field in Visual Question Answering with LLMs
45 -- 53Jiahui Shi, Linjing Li, Daniel Zeng 0001. SHAPAttack: Shapley-Guided Multigranularity Adversarial Attack Against Text Transformers
54 -- 62Jingchao Wang, Xiao Liu, Weimin Li, Fangfang Liu, Xing Wu 0001, Qun Jin. A Text-Enhanced Transformer Fusion Network for Multimodal Knowledge Graph Completion
63 -- 72Qizhen Wu, Kexin Liu, Lei Chen 0033. Model Predictive Control-Based Value Estimation for Efficient Reinforcement Learning
73 -- 76Daniel E. O'Leary. A Comparison of Numeric Assessments of Ideas From Two Large Language Models: With Implications for Validating and Choosing LLMs

Volume 39, Issue 2

5 -- 10Mohammad Anas, Anam Saiyeda, Shahab Saquib Sohail, Erik Cambria, Amir Hussain 0001. Can Generative AI Models Extract Deeper Sentiments as Compared to Traditional Deep Learning Algorithms?
11 -- 20Ruixue Zhang, Jiao Wang, Jun Ge, Qiyuan Huang. Multiagent Cooperative Search Learning With Intermittent Communication
21 -- 29Ke Sun 0011, Ciyuan Peng, Shuo Yu, Zhuoyang Han, Feng Xia 0001. From Electroencephalogram Data to Brain Networks: Graph-Learning-Based Brain Disease Diagnosis
31 -- 39Liping Chen, Yilin Wu, Qiudan Li, Yuxuan Song, Chenyu Yuan, Daniel Dajun Zeng. Mining the User's Personality With an Attention-Based Label Prompt Method
40 -- 50Tommaso Turchi, Alessio Malizia, Simone Borsci. Reflecting on Algorithmic Bias With Design Fiction: The MiniCoDe Workshops
51 -- 60Houwang Zhang, Leanne Lai Hang Chan. Overcoming the Challenges of Long-Tail Distribution in Nighttime Vehicle Detection
62 -- 65Jingchao Wang, Xinyi Zhang, Weimin Li, Xiao Yu, Fangfang Liu, Qun Jin. Group Behavior Prediction and Evolution in Social Networks
66 -- 71Goonmeet Bajaj, Valerie L. Shalin, Srinivasan Parthasarathy 0001, Amit P. Sheth. Grounding From an AI and Cognitive Science Lens
72 -- 75Daniel E. O'Leary. Large Language Models and Applications: The Rebirth of Enterprise Knowledge Management and the Rise of Prompt Libraries

Volume 39, Issue 1

5 -- 11Amit P. Sheth, Kaushik Roy. Neurosymbolic Value-Inspired Artificial Intelligence (Why, What, and How)
12 -- 17Ricardo Baeza-Yates, Usama M. Fayyad. Responsible AI: An Urgent Mandate
18 -- 28Roberto Confalonieri 0001, Jose Maria Alonso-Moral. An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence
29 -- 35Guipeng Lan, Shuai Xiao, Jiabao Wen, Desheng Chen, Yong Zhu 0007. Data-Driven Deepfake Forensics Model Based on Large-Scale Frequency and Noise Features
37 -- 45Yee-Yang Tee, Deruo Cheng, Yiqiong Shi, Tong Lin 0001, Bah-Hwee Gwee. Integrated Circuit Mask-Generative Adversarial Network for Circuit Annotation With Targeted Data Augmentation
46 -- 55Xi Chen, Yuehai Wang, Jianyi Yang. UCRI: A Unified Conversational Recommender System Based on Item-Guided Conditional Generation
56 -- 59Tianxing Wang, Can Wang 0004. Embracing LLMs for Point-of-Interest Recommendations
60 -- 63Daniel E. O'Leary. The Rise and Design of Enterprise Large Language Models
64 -- 68Shirui Pan, Yizhen Zheng, Yixin Liu. Integrating Graphs With Large Language Models: Methods and Prospects