IEEE Transactions on Artificial Intelligence, Volume 2, Issue 6, December 2021

1) Towards Machine Learning as an Enabler of Computational Creativity

Author(s): Deborah Mateja;Armin Heinzl

Pages: 460 - 475

2) Neuroevolution in Deep Neural Networks: Current Trends and Future Challenges

Author(s): Edgar Galván;Peter Mooney

Pages: 476 - 493

3) Exploiting Causal Structure for Robust Model Selection in Unsupervised Domain Adaptation

Author(s): Trent Kyono;Mihaela van der Schaar

Pages: 494 - 507

4) Domain Adaptation Without Source Data

Author(s): Youngeun Kim;Donghyeon Cho;Kyeongtak Han;Priyadarshini Panda;Sungeun Hong

Pages: 508 - 518

5) Fair Server Selection in Edge Computing With Q-Value-Normalized Action-Suppressed Quadruple Q-Learning

Author(s): Alaa Eddin Alchalabi;Shervin Shirmohammadi;Shady Mohammed;Sorin Stoian;Karthigesu Vijayasuganthan

Pages: 519 - 527

6) Redefining Wireless Communication for 6G: Signal Processing Meets Deep Learning With Deep Unfolding

Author(s): Anu Jagannath;Jithin Jagannath;Tommaso Melodia

Pages: 528 - 536

7) Dynamic Instance-Wise Classification in Correlated Feature Spaces

Author(s): Yasitha Warahena Liyanage;Daphney-Stavroula Zois;Charalampos Chelmis

Pages: 537 - 548

8) Sparsity-Induced Graph Convolutional Network for Semisupervised Learning

Author(s): Jianhang Zhou;Shaoning Zeng;Bob Zhang

Pages: 549 - 563

9) An Out-of-Distribution Attack Resistance Approach to Emotion Categorization

Author(s): Harisu Abdullahi Shehu;Will N. Browne;Hedwig Eisenbarth

Pages: 564 - 573

10) MACE: Model Agnostic Concept Extractor for Explaining Image Classification Networks

Author(s): Ashish Kumar;Karan Sehgal;Prerna Garg;Vidhya Kamakshi;Narayanan Chatapuram Krishnan

Pages: 574 - 583

11) Preserving Similarity and Staring Decisis for Feature Selection

Author(s): Wanfu Gao;Liang Hu;Yonghao Li;Ping Zhang

Pages: 584 - 593

12) CapsCovNet: A Modified Capsule Network to Diagnose COVID-19 From Multimodal Medical Imaging

Author(s): A. F. M. Saif;Tamjid Imtiaz;Shahriar Rifat;Celia Shahnaz;Wei-Ping Zhu;M. Omair Ahmad

Pages: 608 - 617

13) Two-Dimensional Broad Learning System for Data Analytic

Author(s): Wei Dai;Rui Zhang;Qianjin Wang;Yuhu Cheng;Xuesong Wang

Pages: 594 - 607