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IEEE Intelligent Systems, Volume 40
Volume 40, Number 1, January - February 2025
- Bo An

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Pioneering the Future: Advancing Innovation and Collaboration. 5-6 - Hironori Washizaki

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IEEE Intelligent Systems: Celebrating 40 Years of Excellence and Looking Ahead to the Future. 7 - Jaideep Vaidya

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Forty Years of IEEE Intelligent Systems: Heralding Research and Innovation in AI. 8 - Daniel Edmund O'Leary

, James A. Hendler
, Daniel Zeng
, V. S. Subrahmanian
, San Murugesan
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Reflections From Former EICs: 40 Years of IEEE Intelligent Systems. 9-13 - Jürgen Dix

, Zhongfei (Mark) Zhang
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AI's 10 to Watch for 2024. 14-19 - San Murugesan

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The Turing Test at 75: Its Legacy and Future Prospects. 20-24 - Peter Stone

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Artificial Intelligence: Looking Forward 15 Years. 25-29 - Qin Zhang

, Ziqi Liu
, Shirui Pan
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The Rise of Small Language Models. 30-37 - Ahmed M. Abdelmoniem

, Yuchen Zhao
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Knowledge Routing in Decentralized Learning. 38-44 - Mengyao Wu

, F. Richard Yu
, Peter Xiaoping Liu
, Ying He
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Facilitating Autonomous Driving Tasks With Large Language Models. 45-52 - Arun Narayanan

, Evangelos Pournaras
, Pedro H. J. Nardelli
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Large-Scale Package Deliveries With Unmanned Aerial Vehicles Using Collective Learning. 53-62 - Daniel E. O'Leary

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Confirmation and Specificity Biases in Large Language Models: An Explorative Study. 63-68 - Lingling Xu

, Haoran Xie
, S. Joe Qin
, Fu Lee Wang
, Xiaohui Tao
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Exploring ChatGPT-Based Augmentation Strategies for Contrastive Aspect-Based Sentiment Analysis. 69-76
Volume 40, Number 2, March - April 2025
- Hao Xue

, Ming Jin
, Shirui Pan
, Flora Salim
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Transforming Urban Dynamics: Harnessing Large Language Models for Smarter Mobility. 5-7 - San Murugesan

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The Rise of Agentic AI: Implications, Concerns, and the Path Forward. 8-14 - Kelvin Du

, Yazhi Zhao
, Rui Mao
, Frank Xing
, Erik Cambria
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A Retrieval-Augmented Multiagent System for Financial Sentiment Analysis. 15-22 - Daniel E. O'Leary

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An Anchoring Effect in Large Language Models. 23-26 - Amit P. Sheth

, Vedant Khandelwal, Kaushik Roy
, Vishal Pallagani
, Megha Chakraborty
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NeuroSymbolic Knowledge-Grounded Planning and Reasoning in Artificial Intelligence Systems. 27-34 - Yitong Li

, Changlun Zhang
, Hengyou Wang
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Boundaries Matters: A Novel Multibranch Semisupervised Semantic Segmentation Method. 35-44 - Ozan K. Tonguz

, Federico Taschin
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On the Measurement of Distribution Shift in Machine Learning Systems. 45-54 - Siyan Guo

, Cong Zhao
, Shusen Yang
, Yingying Liang
, Yimeng Wang
, Qing Han
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Edge-Cloud Collaborative Real-Time Video Object Detection for Industrial Surveillance Systems. 55-63
Volume 40, Number 3, May - June 2025
- Tianxing Wang

, Can Wang
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Point-of-Interest Recommendations and Large Language Models: A Powerful Combination. 5-9 - Mohammad Nadeem

, Shahab Saquib Sohail
, Erik Cambria
, Björn W. Schuller
, Amir Hussain
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Gender Bias in Text-to-Video Generation Models: A Case Study of Sora. 10-15 - Yuxin Zi

, Kaushik Roy
, Amit P. Sheth
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Cognitive Neurosymbolic Artificial Intelligence for Complex Decision-Making: Integrating Foundation Models, Cognitive Architectures, and Knowledge. 16-22 - Milind Tambe

, Fei Fang
, Andrew Perrault
, Bryan Wilder
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The Next Wave of AI for Social Impact: Challenges and Opportunities. 23-27 - Sitao Min

, Hafiz Salman Asif, Jaideep Vaidya
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Exploring the Inequitable Impact of Data Missingness on Fairness in Machine Learning. 28-38 - Jeewaka Perera

, Sasitharan Balasubramaniam
, Samitha Somathilaka
, Qu Wen
, Xu Li
, Dharshana Kasthurirathna
, Arman Roohi
, M. Tyler Nelson
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Wet-Neuromorphic Computing: A New Paradigm for Biological Artificial Intelligence. 39-48 - Nikolaos Grigorios Markatos

, Alireza Mousavi
, Evina Katsou
, Giulia Pippione, Roberto Paoletti:
Feature Selection to Address High Dimensionality in Industry 4.0 Multi-Emitter Laser Modules Assembly Lines. 49-58 - Xuenong Hong

, Yee-Yang Tee
, Zilong Hu
, Tong Lin
, Yiqiong Shi
, Deruo Cheng
, Bah-Hwee Gwee
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GNNReveal: A Novel Graph-Neural-Network-Based Attack Method for Integrated Circuit Logic Gate Decamouflaging. 59-67 - Hai Anh Tran

, Duc Tran
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FL4SDN: A Fast-Convergent Federated Learning for Distributed and Heterogeneous SDN. 68-79
Volume 40, Number 4, July - August 2025
- Prithviraj Dasgupta

, Damian Marriott, Li Li, Priya Narayanan
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Intelligent and Autonomous Systems in Government. 5-7 - Tonmoay Deb

, Sven de Laaf
, Valerio La Gatta
, Odette Lemmens, Roy Lindelauf
, Max van Meerten
, Herwin Meerveld
, Afke Neeleman
, Marco Postiglione
, Venkatramanan Siva Subrahmanian
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A Drone Early Warning System for Predicting Threatening Trajectories. 8-18 - Divija Swetha Gadiraju

, Deepak Khazanchi
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A Blockchain-Driven Framework for Deep Reinforcement Learning-Controlled UAV Bridge Health Monitoring. 19-28 - Hamoun Mohammadi

, Jonathan J. Davis
, Mitchell Kiely
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Leveraging Large Language Models for Autonomous Cyber Defense: Insights from CAGE-2 Simulations. 29-36 - Sunyi Liu

, Mengzhe Geng
, Rebecca Hart
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Exploring Generative Artificial Intelligence Techniques in Government: A Case Study. 37-45 - Humphrey Rutagemwa

, Amir Ghasemi
, Paul Guinand
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Empowering Future Spectrum Management and Regulation With Large Language Models. 46-54 - Maria Teresa Baldassarre

, Danilo Caivano
, Berenice Fernández Nieto
, Azzurra Ragone
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Ethics-Driven Incentives: Supporting Government Policies for Responsible Artificial Intelligence Innovation. 55-63 - Yee Sen Tan

, Zhaoxia Wang
, Erik Cambria:
Explainable Multimodal Sentiment Analysis of Social Media Visual Content for Child Safety. 64-72
Volume 40, Number 5, September - October 2025
- Shafkat Islam

, Min-Hsueh Chiu
, Trevor Bonjour
, Ruy de Oliveira
, Bharat K. Bhargava
, Mayank Kejriwal
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A Q-Learning Novelty Search Strategy for Evaluating Robustness of Deep Reinforcement Learning in Open-World Environments. 5-15 - Hassan El Alami

, Danda B. Rawat
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UASDefMeta: A Meta-Learning-Based Defense Approach for Detecting Unmanned Aerial Systems Eavesdropping in Mission-Critical Applications. 16-24 - Hui Liu

, Minhang Liu
, Faliang Chang
, Chunsheng Liu
, Yansha Lu
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Semantic Map Construction Under Complex Weather Scenarios. 25-33 - Evandro S. Ortigossa

, Fábio Felix Dias
, Brian Barr
, Cláudio T. Silva
, Luis Gustavo Nonato
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T-Explainer: A Model-Agnostic Explainability Framework Based on Gradients. 34-44 - Mengjia Niu

, Jiawen Zhu
, Hezhe Qiao
, Hamed Haddadi
, Guansong Pang
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Securing Foundation Models: Failure Cases, Challenges, and the Future. 52-56 - Ramayya Krishnan

, John P. Lalor
, Nicolas Prat
, Ahmed Abbasi
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art. 45-51 - Cheng Zhang

, Bo Du
, Qiuyun Luan
, Jun Shen
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Machine Learning Approaches for Micromobility User Behavior Analysis. 57-61 - Yang Zhang

, Hui Chen
, Imad Rida
, Xianxun Zhu
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A Generative Random Modality Dropout Framework for Robust Multimodal Emotion Recognition. 62-69
Volume 40, Number 6, November - December 2025
- Rui Mao

, Erik Cambria
, Yang Li
, Newton Howard
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Explicable Artificial Intelligence for Affective Computing. 5-9 - Xifeng Ning

, Hailu Sun
, Dejun Yu
, Chao Yang
, Ruonan Fang
, Lin Fan
, Qika Lin, Yifan Zhu:
Fine-Tuning Large Language Models With Behavioral Alignment for Depression Detection. 10-18 - Mengtian Shi, Rui Fan

, Tingting He
, Guanyi Chen
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Considering Sentiment Causes in In-Context Learning for Aspect-Based Sentiment Analysis. 19-28 - Zohaib Ahmad Khan

, Yuanqing Xia
, Fiza Khaliq
, Weiwei Jiang
, Muhammad Shahid Anwar
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AI-Based Hate Speech Detection System Using Video URLs for Effective Content Moderation. 29-40 - Sainan Zhang

, Jun Zhang
, Weiguo Song
, Tan Yue
, Luyao Zhu
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ARISE: Explainable Multimodal Aggressive Driving Detection via Driver State and Environment Perception. 41-51 - Donghao Huang

, Zhaoxia Wang
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Explainable Sentiment Analysis With DeepSeek-R1: Performance, Efficiency, and Few-Shot Learning. 52-63 - Xieling Chen

, Haoran Xie
, S. Joe Qin
, Lingling Xu
, Xiaohui Tao
, Fu Lee Wang
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Leveraging ChatGPT-Based Augmentation and Contrastive Learning for Chinese Massive Open Online Course Sentiment Analysis. 64-72 - Bo Han

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Trustworthy Machine Learning in the Era of Foundation Models. 73-79 - Thilini Wijesiriwardene

, Krishnaprasad Thirunarayanan
, Amit P. Sheth
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From Morphemes to Knowledge Graphs: Enabling Abstractions in Large Language Models With Neurosymbolic AI. 80-86 - Robert M. Davison

, Marco Marabelli
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Large Language Models and the Environment: Open Problems and Potential Solutions. 87-90 - Teddy Ferdinan

, Wiktoria Mieleszczenko-Kowszewicz
, Jan Kocon
, Przemyslaw Kazienko
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Architectural Concepts for Integrating Fundamental Drives and Emotions Into Artificial Intelligence. 91-98

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