Journal: IEEE Intelligent Systems

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