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IEEE Intelligent Systems, Volume 39
Volume 39, Number 1, January - February 2024
- Amit P. Sheth
, Kaushik Roy
Neurosymbolic Value-Inspired Artificial Intelligence (Why, What, and How). 5-11 - Ricardo Baeza-Yates
Responsible AI: An Urgent Mandate. 12-17 - Roberto Confalonieri
An Operational Framework for Guiding Human Evaluation in Explainable and Trustworthy Artificial Intelligence. 18-28 - Guipeng Lan
Data-Driven Deepfake Forensics Model Based on Large-Scale Frequency and Noise Features. 29-35 - Yee-Yang Tee
Integrated Circuit Mask-Generative Adversarial Network for Circuit Annotation With Targeted Data Augmentation. 37-45 - Xi Chen
UCRI: A Unified Conversational Recommender System Based on Item-Guided Conditional Generation. 46-55 - Tianxing Wang
Embracing LLMs for Point-of-Interest Recommendations. 56-59 - Daniel E. O'Leary
The Rise and Design of Enterprise Large Language Models. 60-63 - Shirui Pan
Integrating Graphs With Large Language Models: Methods and Prospects. 64-68
Volume 39, Number 2, March - April 2024
- Mohammad Anas
Can Generative AI Models Extract Deeper Sentiments as Compared to Traditional Deep Learning Algorithms? 5-10 - Ruixue Zhang
Multiagent Cooperative Search Learning With Intermittent Communication. 11-20 - Ke Sun
From Electroencephalogram Data to Brain Networks: Graph-Learning-Based Brain Disease Diagnosis. 21-29 - Liping Chen
Mining the User's Personality With an Attention-Based Label Prompt Method. 31-39 - Tommaso Turchi
Reflecting on Algorithmic Bias With Design Fiction: The MiniCoDe Workshops. 40-50 - Houwang Zhang
Overcoming the Challenges of Long-Tail Distribution in Nighttime Vehicle Detection. 51-60 - Jingchao Wang
Group Behavior Prediction and Evolution in Social Networks. 62-65 - Goonmeet Bajaj
Grounding From an AI and Cognitive Science Lens. 66-71 - Daniel E. O'Leary
Large Language Models and Applications: The Rebirth of Enterprise Knowledge Management and the Rise of Prompt Libraries. 72-75
Volume 39, Number 3, May - June 2024
- Przemyslaw Kazienko
Toward Responsible Recommender Systems. 5-12 - Utkarshani Jaimini
Causal Neurosymbolic AI: A Synergy Between Causality and Neurosymbolic Methods. 13-19 - Tianlong Xu
Foundation Models for Education: Promises and Prospects. 20-24 - Nicholas Moratelli
Are Learnable Prompts the Right Way of Prompting? Adapting Vision-and-Language Models with Memory Optimization. 26-34 - Jialou Wang
Detect2Interact: Localizing Object Key Field in Visual Question Answering with LLMs. 35-44 - Jiahui Shi
SHAPAttack: Shapley-Guided Multigranularity Adversarial Attack Against Text Transformers. 45-53 - Jingchao Wang
A Text-Enhanced Transformer Fusion Network for Multimodal Knowledge Graph Completion. 54-62 - Qizhen Wu
Model Predictive Control-Based Value Estimation for Efficient Reinforcement Learning. 63-72 - Daniel E. O'Leary
A Comparison of Numeric Assessments of Ideas From Two Large Language Models: With Implications for Validating and Choosing LLMs. 73-76
Volume 39, Number 4, July - August 2024
- Geng Tu
AdaCLF: An Adaptive Curriculum Learning Framework for Emotional Support Conversation. 5-11 - Tuukka Ruotsalo
Affective Relevance. 12-22 - Yanbing Wang
Electroencephalogram Emotion Recognition Based on Manifold Geomorphological Features in Riemannian Space. 23-36 - Luca Nannini
Operationalizing Explainable Artificial Intelligence in the European Union Regulatory Ecosystem. 37-48 - Min-Yan Tsai
Effective Adversarial Examples Identification of Credit Card Transactions. 50-59 - Haopeng Wang
Tile-Weighted Rate-Distortion Optimized Packet Scheduling for 360° Virtual-Reality Video Streaming. 60-72 - Yuanhai Lv
Edge-Weight-Embedding Graph Convolutional Network for Person Reidentification. 74-82 - Daniel E. O'Leary
Do Large Language Models Bias Human Evaluations? 83-87
Volume 39, Number 5, September - October 2024
- Amit P. Sheth
Neurosymbolic AI for Enhancing Instructability in Generative AI. 5-11 - Jason Samuel Lucas
The Longtail Impact of Generative AI on Disinformation: Harmonizing Dichotomous Perspectives. 12-19 - Luca Pajola
Lights Toward Adversarial Machine Learning: The Achilles Heel of Artificial Intelligence. 20-24 - Maciej Blaszke
Exploring Neural Networks for Musical Instrument Identification in Polyphonic Audio. 25-36 - Hanxuan Yang
Efficient Spiking Variational Graph Autoencoders for Unsupervised Graph Representation Learning Tasks. 37-46 - Yantong Chen
Ship Grid: A Novel Anchor-Free Ship Detection Algorithm. 47-56 - Bo Xu
Improved Small Object Detection Algorithm Based on YOLOv5. 57-65 - Wenkai Huang
SupRTE: Suppressing Backdoor Injection in Federated Learning via Robust Trust Evaluation. 66-77 - Daniel E. O'Leary
Do ChatGPT 4o, 4, and 3.5 Generate "Similar" Ratings? Findings and Implications. 78-81 - Xinyue Zhang
Joint Weakly Supervised Image Emotion Analysis Based on Interclass Discrimination and Intraclass Correlation. 82-89
Volume 39, Number 6, November - December 2024
- San Murugesan
To Thrive in the Artificial Intelligence Age, Stay Professionally Fit - Forever. 5-9 - Deepa Tilwani
Neurosymbolic AI Approach to Attribution in Large Language Models. 10-17 - Boyuan Zheng
Explaining Imitation Learning Through Frames. 18-27 - Fei Hu
Regulated Federated Learning Against the Effects of Heterogeneity and Client Attacks. 28-39 - Samuele Poppi
Multiclass Unlearning for Image Classification via Weight Filtering. 40-47 - Zhenyu Wen
Unraveling Complexity: An Exploration Into Large-Scale Multimodal Signal Processing. 48-57 - Trong-Nghia Nguyen
Multigradient Siamese Temporal Model for the Prediction of Clinical Events in Rapid Response Systems. 58-69 - Jiongzhi Lin
Artificial Intelligence-Based Video Saliency Prediction: Challenges and Trends. 86-90 - Mohammad Nadeem
Are Foundation Models the Next-Generation Social Media Content Moderators? 70-80 - Federico Giannini
Streaming Continual Learning for Unified Adaptive Intelligence in Dynamic Environments. 81-85
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