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ORCIDIEEE Computational Intelligence Magazine, Volume 17
Volume 17, Number 1, February 2022
- Chuan-Kang Ting:
Explainability and Trust: A Promising Future [Editor's Remarks]. 2 - Jim Keller:
Ghostbusters and CIS [President's Message]. 3-4 - Piero P. Bonissone:
IEEE CIS VP Industrial and Governmental Activities Vision Statement [Society Briefs]. 5-7 - Alice E. Smith:
2022 IEEE CIS Awards [Society Briefs]. 7-9 - Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. 10-12 - Jose Maria Alonso-Moral
, Corrado Mencar, Hisao Ishibuchi:
Explainable and Trustworthy Artificial Intelligence [Guest Editorial]. 14-15 - Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Silvia Rigato, Maria Laura Filippetti:
Towards Understanding Human Functional Brain Development With Explainable Artificial Intelligence: Challenges and Perspectives. 16-33 - Alireza Ghods, Diane J. Cook:
PIP: Pictorial Interpretable Prototype Learning for Time Series Classification. 34-45 - Ludovik Coba, Roberto Confalonieri, Markus Zanker:
RecoXplainer: A Library for Development and Offline Evaluation of Explainable Recommender Systems. 46-58 - Alexandre Heuillet, Fabien Couthouis, Natalia Díaz Rodríguez:
Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning With Shapley Values. 59-71 - Ronan Hamon, Henrik Junklewitz, Ignacio Sánchez, Gianclaudio Malgieri, Paul de Hert:
Bridging the Gap Between AI and Explainability in the GDPR: Towards Trustworthiness-by-Design in Automated Decision-Making. 72-85 - Hisao Ishibuchi, Lie Meng Pang, Ke Shang:
Difficulties in Fair Performance Comparison of Multi-Objective Evolutionary Algorithms [Research Frontier]. 86-101 - Josu Ircio, Aizea Lojo, José Antonio Lozano, Usue Mori:
A Multivariate Time Series Streaming Classifier for Predicting Hard Drive Failures [Application Notes]. 102-114 - Marley M. B. R. Vellasco, Leandro L. Minku:
[Conference Calendar]. 116
Volume 17, Number 2, May 2022
- Chuan-Kang Ting:
Digging Deeper Into the Stories [Editor's Remarks]. 2 - Jim Keller:
What's Cooking in CIS? [President's Message]. 3 - Jim Keller:
Newly Elected CIS Administrative Committee Members [Society Briefs]. 4-6 - Gary G. Yen:
IEEE Fellows-Class of 2022 [Society Briefs]. 6-10 - Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. 11-13 - Karl Grantham, Muhetaer Mukaidaisi, Hsu Kiang Ooi, Mohammad Sajjad Ghaemi, Alain B. Tchagang, Yifeng Li:
Deep Evolutionary Learning for Molecular Design. 14-28 - Laurent Valentin Jospin, Hamid Laga, Farid Boussaïd, Wray L. Buntine, Mohammed Bennamoun:
Hands-On Bayesian Neural Networks - A Tutorial for Deep Learning Users. 29-48 - Abhishek Gupta, Lei Zhou, Yew-Soon Ong, Zefeng Chen, Yaqing Hou:
Half a Dozen Real-World Applications of Evolutionary Multitasking, and More. 49-66 - Chao Wang, Kai Wu, Jing Liu:
Evolutionary Multitasking AUC Optimization [Research Frontier]. 67-82 - Zong-Gan Chen, Zhi-Hui Zhan, Sam Kwong, Jun Zhang:
Evolutionary Computation for Intelligent Transportation in Smart Cities: A Survey [Review Article]. 83-102 - Marley M. B. R. Vellasco, Leandro L. Minku:
[Conference Calendar]. 104
Volume 17, Number 3, August 2022
- Chuan-Kang Ting:
Quest for the Balance of AI and Privacy [Editor's Remarks]. 2 - Jim Keller:
AI by Any Other Name [President's Message]. 3-4 - Piero P. Bonissone:
What is New in Industry? [Industrial and Governmental Activities]. 5-6 - C. I. M. Editorial Office:
Interview With Editor-in-Chief of IEEE Transactions on Neural Networks and Learning Systems [Career Profile]. 7-10 - Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Huajin Tang, Yew Soon Ong, Hussein A. Abbass:
CIS Publication Spotlight [Publication Spotlight]. 11-13 - Alessandro Falcetta, Manuel Roveri:
Privacy-Preserving Deep Learning With Homomorphic Encryption: An Introduction. 14-25 - Chuan Ma, Jun Li, Long Shi, Ming Ding, Taotao Wang, Zhu Han, H. Vincent Poor:
When Federated Learning Meets Blockchain: A New Distributed Learning Paradigm. 26-33 - Yansen Su, Zhongxiang Jin, Ye Tian, Xingyi Zhang, Kay Chen Tan:
Comparing the Performance of Evolutionary Algorithms for Sparse Multi-Objective Optimization via a Comprehensive Indicator [Research Frontier]. 34-53 - Dominik Fischer, Sanaz Mostaghim, Thomas Seidelmann:
Exploring Dynamic Pandemic Containment Strategies Using Multi-Objective Optimization [Research Frontier]. 54-65 - Marley M. B. R. Vellasco, Leandro L. Minku:
[Conference Calendar]. 66
Volume 17, Number 4, November 2022
- Chuan-Kang Ting:
Publication Beyond Words. 2 - Jim Keller:
AI-eXplained (AI-X). 3-4 - Piero P. Bonissone, Gary B. Fogel:
IEEE CAI 2023, an Industry-Centered Conference on AI. 6-7 - Marco Gori, Alessandro Sperduti, Piero P. Bonissone:
Conference Report on 2022 IEEE World Congress on Computational Intelligence (IEEE WCCI 2022). 8-12 - Yongduan Song, Jon Garibaldi, Carlos A. Coello Coello, Georgios N. Yannakakis, Yew Soon Ong:
CIS Publication Spotlight. 13-15 - Siyang Li, Huanyu Wu, Lieyun Ding, Dongrui Wu:
Meta-Learning for Fast and Privacy-Preserving Source Knowledge Transfer of EEG-Based BCIs. 16-26 - Jiaxin Li, Dengju Li, Runhao Jiang, Rong Xiao, Huajin Tang, Kay Chen Tan:
Vision-Action Semantic Associative Learning Based on Spiking Neural Networks for Cognitive Robot. 27-38 - Shiyu Duan, José C. Príncipe:
Training Deep Architectures Without End-to-End Backpropagation: A Survey on the Provably Optimal Methods. 39-51 - Alexander Dockhorn, Simon Lucas:
Choosing Representation, Mutation, and Crossover in Genetic Algorithms. 52-53 - Fan Cheng, Congcong Zhang, Xingyi Zhang:
An Evolutionary Multitasking Method for Multiclass Classification. 54-69 - Marley M. B. R. Vellasco, Leandro L. Minku:
Conference Calendar. 70
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