Journal: IEEE Intelligent Systems

Volume 37, Issue 6

3 -- 6Guansong Pang. Artificial Intelligence for Natural Disaster Management
7 -- 12Yuhang Liu, Yu Shen, Chao Guo, Yonglin Tian, Xiao Wang 0002, Yin Zhu, Fei-Yue Wang 0001. MetaSensing in Metaverses: See There, Be There, and Know There
13 -- 17Enrico Malizia, Cristian Molinaro, Francesco Parisi. Guest Editorial: Reasoning With Inconsistent, Incomplete, and Uncertain Knowledge
18 -- 26Luciano Caroprese, Ester Zumpano, Bart Bogaerts 0001. Computing Abductive Explanations
27 -- 37Saïd Jabbour, Yue Ma 0009, Badran Raddaoui. A Framework for Reasoning About Uncertainty in Ontologies
38 -- 47Zhiguo Long, Michael Sioutis, Qingqian Li, Hua Meng, Heng-Chao Li. Approximating Region Boundaries Based on Qualitative and Quantitative Information
48 -- 56Livia Lestingi, Marcello M. Bersani, Matteo Rossi. Model-Driven Development of Service Robot Applications Dealing With Uncertain Human Behavior
57 -- 68Iker Beñaran-Muñoz, Jerónimo Hernández-González, Aritz Pérez. Machine Learning From Crowds Using Candidate Set-Based Labeling
69 -- 76Johanna Löchner, Björn W. Schuller. Child and Youth Affective Computing - Challenge Accepted
77 -- 82Chen Zhao, Xingyuan Dai, Yisheng Lv, Yonglin Tian, Yuhai Ren, Fei-Yue Wang 0001. Foundation Models for Transportation Intelligence: ITS Convergence in TransVerse

Volume 37, Issue 5

3 -- 5Longbing Cao. AutoAI: Autonomous AI
6 -- 18Longbing Cao. Beyond AutoML: Mindful and Actionable AI and AutoAI With Mind and Action
19 -- 27Peijun Ye, Fei-Yue Wang 0001. Parallel Population and Parallel Human - A Cyber-Physical Social Approach
28 -- 31Uwe Aickelin, Mansoureh Maadi, Hadi Akbarzadeh Khorshidi. Expert-Machine Collaborative Decision Making: We Need Healthy Competition
32 -- 41Samarth Singh, Kaushal Kishore, Sagar Dalai, Mahammad Irfan, Sanjay Singh, S. A. Akbar, Gurpreet Sachdeva, Ramesh Yechangunja. CACLA-Based Local Path Planner for Drones Navigating Unknown Indoor Corridors
42 -- 49Ruwan Wickramarachchi, Cory A. Henson, Amit P. Sheth. Knowledge-Based Entity Prediction for Improved Machine Perception in Autonomous Systems
50 -- 58Ilir Kola, Pradeep K. Murukannaiah, Catholijn M. Jonker, M. Birna van Riemsdijk. Toward Social Situation Awareness in Support Agents
59 -- 65Srinibas Swain, Deepak Puthal, Elisa Bertino. CryptoCliqIn: Graph-Theoretic Cryptography Using Clique Injection
66 -- 74Sara Narteni, Vanessa Orani, Ivan Vaccari, Enrico Cambiaso, Maurizio Mongelli. Sensitivity of Logic Learning Machine for Reliability in Safety-Critical Systems
75 -- 85LuPing Wang, Hui Wei 0001. Recognizing Slanted Deck Scenes by Non-Manhattan Spatial Right Angle Projection
86 -- 94Ruichen Tan, Ruiyang Gao, Wenbo Li, Kai Cao, Ying Li, Chen Lv, Fei-Yue Wang 0001, Dongpu Cao. Xsickness in Intelligent Mobile Spaces and Metaverses

Volume 37, Issue 4

3 -- 4Longbing Cao. Non-IID Learning
5 -- 17Longbing Cao. Beyond i.i.d.: Non-IID Thinking, Informatics, and Learning
18 -- 26Xuan Li, Peijun Ye, Juanjuan Li, Zhongmin Liu, Longbing Cao, Fei-Yue Wang 0001. From Features Engineering to Scenarios Engineering for Trustworthy AI: I&I, C&C, and V&V
27 -- 29João Gama 0001, Rita P. Ribeiro, Bruno Veloso. Data-Driven Predictive Maintenance
30 -- 34Usama M. Fayyad. The Secrets of Data Science Deployments
35 -- 43Fei Hu, Wuneng Zhou, Kaili Liao, Hongliang Li. Contribution- and Participation-Based Federated Learning on Non-IID Data
44 -- 55Mahdi Imani, Mohsen Imani, Seyede Fatemeh Ghoreishi. Bayesian Optimization for Expensive Smooth-Varying Functions
56 -- 69Vladimir Joukov, Dana Kulic. Fast Approximate Multioutput Gaussian Processes
70 -- 78Milad Keshtkar Langeroudi, Mohammad Reza Yamaghani, Siavash Khodaparast. FD-LSTM: A Fuzzy LSTM Model for Chaotic Time-Series Prediction
79 -- 87Maosheng Zhong, GanLin Liu, Jian-xiong, Jiali Zuo. DualNER: A Trigger-Based Dual Learning Framework for Low-Resource Named Entity Recognition
88 -- 96Hafiz Salman Asif, Periklis A. Papakonstantinou, Stephanie Shiau, Vivek Singh, Jaideep Vaidya. Intelligent Pandemic Surveillance via Privacy-Preserving Crowdsensing
97 -- 102Xiao Wang 0002, Jing Yang, Jinpeng Han, Wei Wang, Fei-Yue Wang 0001. Metaverses and DeMetaverses: From Digital Twins in CPS to Parallel Intelligence in CPSS
103 -- 110Henglin Shi, Wei Peng, Haoyu Chen, Xin Liu 0012, Guoying Zhao. Multiscale 3D-Shift Graph Convolution Network for Emotion Recognition From Human Actions

Volume 37, Issue 3

3 -- 5Longbing Cao. Deep Learning Applications
6 -- 19Longbing Cao. Decentralized AI: Edge Intelligence and Smart Blockchain, Metaverse, Web3, and DeSci
20 -- 23Peter R. Wurman, Peter Stone, Michael Spranger. Challenges and Opportunities of Applying Reinforcement Learning to Autonomous Racing
24 -- 26Michael J. Wooldridge. Welcome to Big AI
27 -- 35Avigail Stekel, Amos Azaria. Deep Learning Architectures for Approximating Goldbach's Function in New Regions
36 -- 44Olga Andreeva, Matthew Almeida, Wei Ding 0003, Scott E. Crouter, Ping Chen 0001. Maximizing Fairness in Deep Neural Networks via Mode Connectivity
45 -- 53Zhixiong Zeng, Nan Xu, Wenji Mao, Daniel Zeng. An Orthogonal Subspace Decomposition Method for Cross-Modal Retrieval
54 -- 64Aram Ter-Sarkisov. One Shot Model for COVID-19 Classification and Lesions Segmentation in Chest CT Scans Using Long Short-Term Memory Network With Attention Mechanism
65 -- 75Ziqiang Pu, Diego Cabrera 0001, Chuan Li, José Valente de Oliveira. VGAN: Generalizing MSE GAN and WGAN-GP for Robot Fault Diagnosis
76 -- 84Ruochen Liu, Dawei Jiang, Xilong Zhang. A Stable Deep Reinforcement Learning Framework for Recommendation
85 -- 97Duy Van Le, James Montgomery, Kenneth C. Kirkby, Joel Scanlan. Adding an Inception Network to Neural Network Open Information Extraction
98 -- 107Fuyong Sun, Ruipeng Gao, Weiwei Xing, Yaoxue Zhang, Wei Lu 0010, Jun Fang, Shui Liu. Deep Fusion for Travel Time Estimation Based on Road Network Topology

Volume 37, Issue 2

3 -- 13Longbing Cao. AI in Combating the COVID-19 Pandemic
14 -- 15Longbing Cao. Non-IID Federated Learning
16 -- 22Feiyue Wang 0001, Wenwen Ding, Xiao Wang, Jon Garibaldi, Siyu Teng, Rudas Imre, Cristina Olaverri-Monreal. The DAO to DeSci: AI for Free, Fair, and Responsibility Sensitive Sciences
23 -- 26Bo An 0001, Shuo Sun, Rundong Wang. Deep Reinforcement Learning for Quantitative Trading: Challenges and Opportunities
27 -- 34Shaoxiong Ji, Wenqi Jiang, Anwar Walid, Xue Li. Dynamic Sampling and Selective Masking for Communication-Efficient Federated Learning
35 -- 43Seunghan Yang, Hyoungseob Park, Junyoung Byun, Changick Kim. Robust Federated Learning With Noisy Labels
44 -- 54Ziqiu Chi, Zhe Wang 0002, Wenli Du. Heterogeneous Federated Meta-Learning With Mutually Constrained Propagation
55 -- 68Alberto Carlevaro, Maurizio Mongelli. A New SVDD Approach to Reliable and Explainable AI
69 -- 78Tianlei Wang, Jiuwen Cao, Haozhen Dai, Baiying Lei, Huanqiang Zeng. Robust Maximum Mixture Correntropy Criterion Based One-Class Classification Algorithm
79 -- 91Yunfeng Xiang, Yansong He, Yugong Luo, Dexu Bu, Weiwei Kong, Jian Chen. Recognition Model of Sideslip of Surrounding Vehicles Based on Perception Information of Driverless Vehicle
92 -- 102Aref Safari, Rahil Hosseini, Mahdi Mazinani. A Type-2 Fuzzy Time Series Model for Pattern Similarity Analysis: A Case Study on Air Quality Forecasting
103 -- 110Mauro Dragoni, Ivan Donadello, Erik Cambria. OntoSenticNet 2: Enhancing Reasoning Within Sentiment Analysis
111 -- 112Guansong Pang. The AI Chip Race

Volume 37, Issue 1

3 -- 13Longbing Cao. AI Science and Engineering: A New Field
14 -- 15Longbing Cao. AI Science and Engineering
16 -- 20Fei-Yue Wang 0001. Parallel Intelligence in Metaverses: Welcome to Hanoi!
21 -- 24Bhavani M. Thuraisingham. Trustworthy Machine Learning
25 -- 37Longbing Cao. A New Age of AI: Features and Futures
38 -- 50Hui Tian 0001, Lulu Wang 0008, Hong Shen 0001, Alan Wee-Chung Liew. Improved Ensemble Classification for Evolving Data Streams
51 -- 59Yonghong Yu, Xuewen Chen, Li Zhang 0013, Rong Gao, Haiyan Gao. Neural Graph for Personalized Tag Recommendation
60 -- 70Youcheng Luo, Xiaoyang Xu, Yiqun Liu 0009, Hanqing Chao, Hai Chu, Lei Chen, Junping Zhang, Leiming Ma, James Z. Wang 0001. Robust Precipitation Bias Correction Through an Ordinal Distribution Autoencoder
71 -- 78Zikang Wang, Linjing Li, Daniel Dajun Zeng. Hierarchical Multihop Reasoning on Knowledge Graphs
79 -- 88Adam Niewola. Mobile Robot 6-D Localization Using 3-D Gaussian Mixture Maps in GPS-Denied Environments
89 -- 98Michal Kompan, Peter Gaspar, Jakub Macina, Matus Cimerman, Mária Bieliková. Exploring Customer Price Preference and Product Profit Role in Recommender Systems
99 -- 107Qiudan Li, Hejing Liu, Riheng Yao, David Jingjun Xu, Daniel Dajun Zeng. Entity Matters in News: An Association Network-Enhanced Method for News Reprint Prediction
108 -- 109Anna Gautier, Michael J. Wooldridge. Understanding Mechanism Design - Part 3 of 3: Mechanism Design in the Real World: The VCG Mechanism
110 -- 0Guansong Pang. AI in Beijing 2022 Olympic Winter Games