IEEE Computational Intelligence Society: March 2022

Thursday 31 March 2022

IEEE Transactions on Artificial Intelligence, Volume 3, Issue 2, April 2022

1) Challenges and Countermeasures for Adversarial Attacks on Deep Reinforcement Learning

Author(s): Inaam Ilahi, Muhammad Usama, Junaid Qadir, Muhammad Umar Janjua, Ala Al-Fuqaha, Dinh Thai Hoang, Dusit Niyato

Pages: 90 - 109

2) Negative Selection Algorithm Research and Applications in the Last Decade: A Review

Author(s): Kishor Datta Gupta, Dipankar Dasgupta

Pages: 110 - 128

3) Automated COVID-19 Grading With Convolutional Neural Networks in Computed Tomography Scans: A Systematic Comparison

Author(s): Coen de Vente, Luuk H. Boulogne, Kiran Vaidhya Venkadesh, Cheryl Sital, Nikolas Lessmann, Colin Jacobs, Clara I. Sánchez, Bram van Ginneken

Pages: 129 - 138

4) Deep Q-Learning: Theoretical Insights From an Asymptotic Analysis

Author(s): Arunselvan Ramaswamy, Eyke Hüllermeier

Pages: 139 - 151

5) Delayed Reward Bernoulli Bandits: Optimal Policy and Predictive Meta-Algorithm PARDI

Author(s): Sebastian Pilarski, Slawomir Pilarski, Dániel Varró

Pages: 152 - 163

6) Development of an Optimal Entropy Classifier and Prudent Learning Model

Author(s): Jyotsana Grover, Madasu Hanmandlu

Pages: 164 - 175

7) Decomposition-Based Classifier Chains for Multi-Dimensional Classification

Author(s): Bin-Bin Jia, Min-Ling Zhang

Pages: 176 - 191

8) ANIMC: A Soft Approach for Autoweighted Noisy and Incomplete Multiview Clustering

Author(s): Xiang Fang, Yuchong Hu, Pan Zhou, Dapeng Wu

Pages: 192 - 206

9) KAM-Net: Keypoint-Aware and Keypoint-Matching Network for Vehicle Detection From 2-D Point Cloud

Author(s): Tianpei Zou, Guang Chen, Zhijun Li, Wei He, Sanqing Qu, Shangding Gu, Alois Knoll

Pages: 207 - 217

10) Adaptive Finite-Time Neural Constrained Control for Nonlinear Active Suspension Systems Based on the Command Filter

Author(s): Lei Liu, Changqi Zhu, Yan-Jun Liu, Shaocheng Tong

Pages: 218 - 227

11) Event-Triggered Optimal Control for the Continuous Stirred Tank Reactor System

Author(s): Wei Zhou, Jun Yi, Lizhong Yao, Guorong Chen

Pages: 228 - 237

12) Fine-Grained Food Classification Methods on the UEC FOOD-100 Database

Author(s): Berker Arslan, Sefer Memiş, Elena Battini Sönmez, Okan Zafer Batur

Pages: 238 - 243

13) Robust Scale-Aware Stereo Matching Network

Author(s): James Okae, Bohan Li, Juan Du, Yueming Hu

Pages: 244 - 253

14) Design and Implementation of a Vision- and Grating-Sensor-Based Intelligent Unmanned Settlement System

Author(s): Hong-Bo Zhang, Yi-Zhong Zhou, Li-Jia Dong, Qing Lei, Ji-Xiang Du

Pages: 254 - 264

15) Stand-Alone Composite Attention Network for Concrete Structural Defect Classification

Author(s): Gaurab Bhattacharya, Niladri B. Puhan, Bappaditya Mandal

Pages: 265 - 274

16) Estimation and Applications of Quantiles in Deep Binary Classification

Author(s): Anuj Tambwekar, Anirudh Maiya, Soma Dhavala, Snehanshu Saha

Pages: 275 - 286

17) Fault Diagnosis of Machines Using Deep Convolutional Beta-Variational Autoencoder

Author(s): Gaurav Dewangan, Seetaram Maurya

Pages: 287 - 296

18) Character-Level Street View Text Spotting Based on Deep Multisegmentation Network for Smarter Autonomous Driving

Author(s): Chongsheng Zhang, Yuefeng Tao, Kai Du, Weiping Ding, Bin Wang, Ji Liu, Wei Wang

Pages: 297 - 308

19) A Support Vector Neural Network for P300 EEG Signal Classification

Author(s): Zhijun Zhang, Guangqiang Chen, Siyuan Chen

Pages: 309 - 321

Monday 28 March 2022

The 2022 IEEE Conference on Evolving and Adaptive Intelligent Systems (IEEE EAIS 2022) will be held on May 25-27, 2022 in Larnaca, Cyprus

The 2022 IEEE Conference on Evolving and Adaptive Intelligent Systems (IEEE EAIS 2022) will be held on May 25-27, 2022 in Larnaca, Cyprus. Register at: http://cyprusconferences.org/eais2022/

The 4th International Conference on Data-driven Optimization of Complex Systems (DOCS2022) will be held on September 23-25, 2022

The 4th International Conference on Data-driven Optimization of Complex Systems (DOCS2022) will be held on September 23-25, 2022 as a hybrid conference in Chengdu, China. Register at: https://docs2022.github.io/

The International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES-2022) will be held on May 20-21, 2022

The International Conference on Computational Intelligence and Sustainable Engineering Solutions (CISES-2022) will be held on May 20-21, 2022. Registration will open soon. Check the details at: https://www.glbitm.org/cises2022/

The paper submission deadline of IEEE Latin-America Conference on Computational Intelligence (IEEE LA-CCI 2022) is May 29, 2022

The paper submission deadline of IEEE Latin-America Conference on Computational Intelligence (IEEE LA-CCI 2022) is approaching soon -- May 29, 2022. Submit your paper! https://la-cci.org/

We are pleased to announce that the 2023 IEEE Smart World Congress (IEEE SWC 2023) has just been approved for CIS financial sponsorship

We are pleased to announce that the 2023 IEEE Smart World Congress (IEEE SWC 2023) has just been approved for CIS financial sponsorship. The conference will be held on August 25-28, 2023 in Portsmouth, UK, and the full paper submission deadline will be on March 30th, 2023. More details coming soon!

Friday 18 March 2022

IEEE Transactions on Cognitive and Developmental Systems, Volume 14, Issue 1

1) Editorial IEEE Transactions on Cognitive and Developmental Systems

Author(s): Huajin Tang

Pages: 2 - 3

2) Transfer Learning for EEG-Based Brain–Computer Interfaces: A Review of Progress Made Since 2016

Author(s): Dongrui Wu, Yifan Xu, Bao-Liang Lu

Pages: 4 - 19

3) Agent-Based Intelligent Decision Support Systems: A Systematic Review

Author(s): Faten Khemakhem, Hamdi Ellouzi, Hela Ltifi, Mounir Ben Ayed

Pages: 20 - 34

4) Approaches, Challenges, and Applications for Deep Visual Odometry: Toward Complicated and Emerging Areas

Author(s): Ke Wang, Sai Ma, Junlan Chen, Fan Ren, Jianbo Lu

Pages: 35 - 49

5) Effective Brain Connectivity for fNIRS With Fuzzy Cognitive Maps in Neuroergonomics

Author(s): Mehrin Kiani, Javier Andreu-Perez, Hani Hagras, Elpiniki I. Papageorgiou, Mukesh Prasad, Chin-Teng Lin

Pages: 50 - 63

6) Incremental Learning Framework for Autonomous Robots Based on Q-Learning and the Adaptive Kernel Linear Model

Author(s): Yanming Hu, Decai Li, Yuqing He, Jianda Han

Pages: 64 - 74

7) Intrinsic Motivations and Planning to Explain Tool-Use Development: A Study With a Simulated Robot Model

Author(s): Kristsana Seepanomwan, Daniele Caligiore, Kevin J. O’Regan, Gianluca Baldassarre

Pages: 75 - 89

8) A Neural Dynamic Network Drives an Intentional Agent That Autonomously Learns Beliefs in Continuous Time

Author(s): Jan Tekülve, Gregor Schöner

Pages: 90 - 101

9) Accurate and Fast Deep Evolutionary Networks Structured Representation Through Activating and Freezing Dense Networks

Author(s): Dayu Tan, Weimin Zhong, Xin Peng, Qiang Wang, Vladimir Mahalec

Pages: 102 - 115

10) Detecting Alzheimer’s Dementia Degree

Author(s): Edmond Q. Wu, Xian-Yong Peng, Sheng-Di Chen, Xiao-Yan Zhao, Zhi-Ri Tang

Pages: 116 - 125

11) Occlusion-Based Coordination Protocol Design for Autonomous Robotic Shepherding Tasks

Author(s): Junyan Hu, Ali Emre Turgut, Tomáš Krajník, Barry Lennox, Farshad Arvin

Pages: 126 - 135

12) Attention-Net: An Ensemble Sketch Recognition Approach Using Vector Images

Author(s): Gaurav Jain, Shivang Chopra, Suransh Chopra, Anil Singh Parihar

Pages: 136 - 145

13) Alpha Correlates of Practice During Mental Preparation for Motor Imagery

Author(s): Mauro Nascimben, Yu-Kai Wang, Jung-Tai King, Tzyy-Ping Jung, Jonathan Touryan, Brent J. Lance, Chin-Teng Lin

Pages: 146 - 155

14) Functional Brain Networks Underlying Auditory Saliency During Naturalistic Listening Experience

Author(s): Liting Wang, Xintao Hu, Huan Liu, Shijie Zhao, Lei Guo, Junwei Han, Tianming Liu

Pages: 156 - 163

15) Measuring the Cognitive Complexity in the Comprehension of Modular Process Models

Author(s): Michael Winter, Rüdiger Pryss, Thomas Probst, Julia Baß, Manfred Reichert

Pages: 164 - 180

16) Prediction of Cognitive Task Activations via Resting-State Functional Connectivity Networks: An EEG Study

Author(s): Luyao Wang, Jian Zhang, Tiantian Liu, Duanduan Chen, Dikun Yang, Ritsu Go, Jinglong Wu, Tianyi Yan

Pages: 181 - 188

17) A Partially Observable Markov-Decision-Process-Based Blackboard Architecture for Cognitive Agents in Partially Observable Environments

Author(s): Hideaki Itoh, Hidehiko Nakano, Ryota Tokushima, Hisao Fukumoto, Hiroshi Wakuya

Pages: 189 - 204

18) Automatic Segmentation of Pneumothorax in Chest Radiographs Based on a Two-Stage Deep Learning Method

Author(s): Xiyue Wang, Sen Yang, Jun Lan, Yuqi Fang, Jianhui He, Minghui Wang, Jing Zhang, Xiao Han

Pages: 205 - 218

19) Behavior Decision of Mobile Robot With a Neurophysiologically Motivated Reinforcement Learning Model

Author(s): Dongshu Wang, Shuli Chen, Yuhang Hu, Lei Liu, Heshan Wang

Pages: 219 - 233

20) EfficientAutoGAN: Predicting the Rewards in Reinforcement-Based Neural Architecture Search for Generative Adversarial Networks

Author(s): Yi Fan, Xiulian Tang, Guoqiang Zhou, Jun Shen

Pages: 234 - 245

21) Trear: Transformer-Based RGB-D Egocentric Action Recognition

Author(s): Xiangyu Li, Yonghong Hou, Pichao Wang, Zhimin Gao, Mingliang Xu, Wanqing Li

Pages: 246 - 252

Upcoming IEEE CIS Webinar: Generation Hyper-Heuristics for Automated Design, Configuration and Selection

Upcoming IEEE CIS Webinar: Generation Hyper-Heuristics for Automated Design, Configuration and Selection Registration: https://bit.ly/34D3R1s Tue, Mar 22, 2022 7:00 AM - 8:00 AM EDT Abstract: Automated #algorithm design, configuration and selection of #machinelearning and search algorithms (AutoDes) has made an impact on computational intelligence contributing to the advancement of the field. Generation hyper-heuristics, while in some ways still in their infancy, have proven to be effective for #AutoDes. The application of generation hyper-heuristics in AutoDes range from creating new heuristics and operators to generating components of algorithms. The webinar will present an overview of generation hyper-heuristics in AutoDes, highlighting the advances and challenges. The webinar will also highlight future research directions in this field.

Thursday 17 March 2022

IEEE CIS is a gold sponsor of the IEEE-HKN Pathways to Industry 3/18/22 – 3/19/22

IEEE CIS is a gold sponsor of the IEEE-HKN Pathways to Industry 3/18 – 3/19. We will have a booth and a presentation by Bryce Murray and Sherin Mathews, both Young Professionals in Industry. Click for more details: https://hkn.ieee.org/pathways-to-industry @IEEE_EtaKappaNu @IEEEYP

Wednesday 9 March 2022

Proposal Deadlines for IEEE SSCI 2024 and IEEE CAI 2024

The IEEE Computational Intelligence Society sponsors many conferences each year with varying levels of financial sponsorship. We are currently looking for proposals for both the 2024 IEEE Symposium Series in Computational Intelligence (IEEE SSCI 2024) as well as the 2024 IEEE Conference on Artificial Intelligence (IEEE CAI 2024). The former is a collection of smaller symposia all collocated under one roof. Given SSCI’s in 2021 through 2023 will be held in North America or Asia, we are hopeful that a proposal for IEEE SSCI 2024 could come from another region. IEEE CAI is a new conference series being arranged with the cooperation of four IEEE societies including IEEE CIS. The intent of this series is an industry-focused event to highlight broad applications of AI. The first IEEE CAI will be held in June 2023 in Santa Clara, California and we are looking for two IEEE CIS members who would like to run this in 2024. Proposals for these two conferences should be submitted by May 15, 2022 (hard deadline) to provide sufficient time for review and decision by IEEE CIS Confcom and Adcom. Please inform VP Conferences Marley Vellasco (marley@ele.puc-rio.br) and Gary Fogel (gfogel@natural-selection.com) as Chair of the Confcom Subcommittee on Future Conferences of your intention to provide a proposal or if you would like further information. The process for generating such a proposal can be found on our website https://cis.ieee.org/conferences/application-packet-for-ieee-cis-sponsored-conferences.

The 2022 Asian Conference on Artificial Intelligence Technology (ACAIT 2022) has just been approved for CIS Technical Co-Sponsorship

The 2022 Asian Conference on Artificial Intelligence Technology (ACAIT 2022) has just been approved for CIS Technical Co-Sponsorship. The event will be held in Changzhou, China on October 28-30, 2022. Full paper submission: June 20, 2022. Check the details at: http://www.acait.cn/

Monday 7 March 2022

IEEE Transactions on Fuzzy Systems, Volume 30 Issue 3, March 2022

1) Fuzzy-Entropy-Based Game Theoretic Shadowed Sets: A Novel Game Perspective From Uncertainty

Author(s): Qinghua Zhang, Man Gao, Fan Zhao, Guoyin Wang

Pages: 597 - 609

2) Adaptive Fuzzy Tracking Control for a Class of Singular Systems via Output Feedback Scheme

Author(s): Jian Chen, Jinpeng Yu, Hak-Keung Lam

Pages: 610 - 622

3) TSF-DBSCAN: A Novel Fuzzy Density-Based Approach for Clustering Unbounded Data Streams

Author(s): Alessio Bechini, Francesco Marcelloni, Alessandro Renda

Pages: 623 - 637

4) Aggregation of Individual Rankings Through Fusion Functions: Criticism and Optimality Analysis

Author(s): Humberto Bustince, Benjamin Bedregal, Maria Jesus Campión, Ivanosca da Silva, Javier Fernandez, Esteban Induráin, Armajac Raventós-Pujol, Regivan H. N. Santiago

Pages: 638 - 648

5) Online and Self-Learning Approach to the Identification of Fuzzy Neural Networks

Author(s): Wei Li, Junfei Qiao, Xiao-Jun Zeng

Pages: 649 - 662

6) The Extreme Value Evolving Predictor

Author(s): Amanda O. C. Ayres, Fernando J. Von Zuben

Pages: 663 - 675

7) Integral Aggregations of Continuous Probabilistic Hesitant Fuzzy Sets

Author(s): Jie Gao, Zeshui Xu, Yishi Zhang

Pages: 676 - 686

8) Bias-Corrected Intuitionistic Fuzzy C-Means With Spatial Neighborhood Information Approach for Human Brain MRI Image Segmentation

Author(s): Dhirendra Kumar, R. K. Agrawal, Puneet Kumar