IEEE Transactions on Cognitive and Developmental Systems, Volume 14, Issue 3, September 2022

1) Dialogue Management in Conversational Systems: A Review of Approaches, Challenges, and Opportunities

Author(s): Hayet Brabra, Marcos Báez, Boualem Benatallah, Walid Gaaloul, Sara Bouguelia, Shayan Zamanirad

Pages: 783 - 798

2) Cognitive Workload Recognition Using EEG Signals and Machine Learning: A Review

Author(s): Yueying Zhou, Shuo Huang, Ziming Xu, Pengpai Wang, Xia Wu, Daoqiang Zhang

Pages: 799 - 818

3) Diagnosis and Intervention for Children With Autism Spectrum Disorder: A Survey

Author(s): Zhiyong Wang, Jingjing Liu, Wanqi Zhang, Wei Nie, Honghai Liu

Pages: 819 - 832

4) Can Emotion Be Transferred?—A Review on Transfer Learning for EEG-Based Emotion Recognition

Author(s): Wei Li, Wei Huan, Bowen Hou, Ye Tian, Zhen Zhang, Aiguo Song

Pages: 833 - 846

5) An Efficient Learning Algorithm for Direct Training Deep Spiking Neural Networks

Author(s): Xiaolei Zhu, Baixin Zhao, De Ma, Huajin Tang

Pages: 847 - 856

6) Designing an Artificial Agent for Cognitive Apprenticeship Learning of Elevator Pitch in Virtual Reality

Author(s): Zhenjie Zhao, Xiaojuan Ma

Pages: 857 - 868

7) Robot Navigation Based on Situational Awareness

Author(s): Xilong Liu, Zhiqiang Cao, Yingying Yu, Guangli Ren, Junzhi Yu, Min Tan

Pages: 869 - 881

8) Electroencephalogram Emotion Recognition Based on Dispersion Entropy Feature Extraction Using Random Oversampling Imbalanced Data Processing

Author(s): Xue-Wen Ding, Zhen-Tao Liu, Dan-Yun Li, Yong He, Min Wu

Pages: 882 - 891

9) Mixture Distribution Graph Network for Few Shot Learning

Author(s): Baiyan Zhang, Hefei Ling, Jialie Shen, Qian Wang, Jie Lei, Yuxuan Shi, Lei Wu, Ping Li

Pages: 892 - 901

10) STEG-Net: Spatiotemporal Edge Guidance Network for Video Salient Object Detection

Author(s): Hongbo Bi, Lina Yang, Huihui Zhu, Di Lu, Jianguo Jiang

Pages: 902 - 915

11) A General Method of Realistic Avatar Modeling and Driving for Head-Mounted Display Users

Author(s): Ting Lu, Zhengfu Peng, Xiaofen Xing, Xiangmin Xu, Jianxin Pang

Pages: 916 - 925

12) Diagnosis of Multiple Sclerosis Using Graph-Theoretic Measures of Cognitive-Task-Based Functional Connectivity Networks

Author(s): Seyedeh Naghmeh Miri Ashtiani, Hamid Behnam, Mohammad Reza Daliri

Pages: 926 - 934

13) GFIL: A Unified Framework for the Importance Analysis of Features, Frequency Bands, and Channels in EEG-Based Emotion Recognition

Author(s): Yong Peng, Feiwei Qin, Wanzeng Kong, Yuan Ge, Feiping Nie, Andrzej Cichocki

Pages: 935 - 947

14) A Novel Teacher-Assistance-Based Method to Detect and Handle Bad Training Demonstrations in Learning From Demonstration

Author(s): Qin Li, Yong Wang

Pages: 948 - 956

15) Geometry-Aware Graph Embedding Projection Metric Learning for Image Set Classification

Author(s): Rui Wang, Xiao-Jun Wu, Zhen Liu, Josef Kittler

Pages: 957 - 970

16) LieNet: A Deep Convolution Neural Network Framework for Detecting Deception

Author(s): Mohan Karnati, Ayan Seal, Anis Yazidi, Ondrej Krejcar

Pages: 971 - 984

17) The Study of Cortical Lateralization and Motor Performance Evoked by External Visual Stimulus During Continuous Training

Author(s): Zhongliang Yu, Lili Li, Zhizhong Wang, Hangyuan Lv, Jinchun Song

Pages: 985 - 994

18) A Gated Fusion Network for Dynamic Saliency Prediction

Author(s): Aysun Kocak, Erkut Erdem, Aykut Erdem

Pages: 995 - 1008

19) A Path Integration Approach Based on Multiscale Grid Cells for Large-Scale Navigation

Author(s): Chuang Yang, Zhi Xiong, Jianye Liu, Lijun Chao, Yudi Chen

Pages: 1009 - 1020

20) Discovering Schema-Based Action Sequences Through Play in Situated Humanoid Robots

Author(s): Suresh Kumar, Alexandros Giagkos, Patricia Shaw, Raphaël Braud, Mark Lee, Qiang Shen

Pages: 1021 - 1035

21) Comparing Word Diversity Versus Amount of Speech in Parents’ Responses to Infants’ Prelinguistic Vocalizations

Author(s): Steven L. Elmlinger, Deokgun Park, Jennifer A. Schwade, Michael H. Goldstein

Pages: 1036 - 1045

22) Effect of Rhythmic and Nonrhythmic Brain Activity on Power Spectral Analysis in Children With Attention Deficit Hyperactivity Disorder

Author(s): Yue Gu, Xue Li, Shengyong Chen, Xiaoli Li

Pages: 1046 - 1053

23) Robotic Manipulation Skill Acquisition Via Demonstration Policy Learning

Author(s): Dong Liu, Binpeng Lu, Ming Cong, Honghua Yu, Qiang Zou, Yu Du

Pages: 1054 - 1065

24) Vector Field Streamline Clustering Framework for Brain Fiber Tract Segmentation

Author(s): Chaoqing Xu, Guodao Sun, Ronghua Liang, Xiufang Xu

Pages: 1066 - 1081

25) Reactive Task Adaptation of a Dynamic System With External Disturbances Based on Invariance Control and Movement Primitives

Author(s): Caiwei Song, Gangfeng Liu, Changle Li, Jie Zhao

Pages: 1082 - 1091

26) An End-to-End Spiking Neural Network Platform for Edge Robotics: From Event-Cameras to Central Pattern Generation

Author(s): Ashwin Lele, Yan Fang, Justin Ting, Arijit Raychowdhury

Pages: 1092 - 1103

27) Temporal Information-Guided Generative Adversarial Networks for Stimuli Image Reconstruction From Human Brain Activities

Author(s): Shuo Huang, Liang Sun, Muhammad Yousefnezhad, Meiling Wang, Daoqiang Zhang

Pages: 1104 - 1118

28) Efficient Spatial Filters Enhance SSVEP Target Recognition Based on Task-Related Component Analysis

Author(s): Zhiqiang Wang, Jing Jin, Ren Xu, Chang Liu, Xingyu Wang, Andrzej Cichocki

Pages: 1119 - 1128

29) Action Command Encoding for Surrogate-Assisted Neural Architecture Search

Author(s): Ye Tian, Shichen Peng, Shangshang Yang, Xingyi Zhang, Kay Chen Tan, Yaochu Jin

Pages: 1129 - 1142

30) Relation-Aware Facial Expression Recognition

Author(s): Yifan Xia, Hui Yu, Xiao Wang, Muwei Jian, Fei-Yue Wang

Pages: 1143 - 1154

31) A Developmental Evolutionary Learning Framework for Robotic Chinese Stroke Writing

Author(s): Ruiqi Wu, Fei Chao, Changle Zhou, Yuxuan Huang, Longzhi Yang, Chih-Min Lin, Xiang Chang, Qiang Shen, Changjing Shang

Pages: 1155 - 1169

32) Enhancing Integrity Modeling for Emotional Conversation Generation

Author(s): Rui Yang, Zhiqiang Ma, Chunyu Wang, Baoxiang Du

Pages: 1170 - 1178

33) Application of Dispersion Entropy for the Detection of Emotions With Electroencephalographic Signals

Author(s): Beatriz García-Martínez, Antonio Fernández-Caballero, Raúl Alcaraz, Arturo Martínez-Rodrigo

Pages: 1179 - 1187

34) Logistic Regression With Tangent Space-Based Cross-Subject Learning for Enhancing Motor Imagery Classification

Author(s): Pramod Gaur, Anirban Chowdhury, Karl McCreadie, Ram Bilas Pachori, Hui Wang

Pages: 1188 - 1197

35) Hierarchical Graph Pooling With Self-Adaptive Cluster Aggregation

Author(s): Zhi-Peng Li, Hai-Long Su, Xiao-Bo Zhu, Xiu-Mei Wei, Xue-Song Jiang, Valeriya Gribova, Vladimir Fedorovich Filaretov, De-Shuang Huang

Pages: 1198 - 1207

36) Learning Robust Features From Nonstationary Brain Signals by Multiscale Domain Adaptation Networks for Seizure Prediction

Author(s): Yu Qi, Ling Ding, Yueming Wang, Gang Pan

Pages: 1208 - 1216

37) Hemodynamic Analysis for Olfactory Perceptual Degradation Assessment Using Generalized Type-2 Fuzzy Regression

Author(s): Mousumi Laha, Amit Konar, Pratyusha Rakshit, Atulya K. Nagar

Pages: 1217 - 1231

38) A Trend on Autism Spectrum Disorder Research: Eye Tracking-EEG Correlative Analytics

Author(s): Gansheng Tan, Kai Xu, Jinbiao Liu, Honghai Liu

Pages: 1232 - 1244

39) Buddy System: An Adaptive Mental State Support System Based on Active Inference and Free-Energy Principles

Author(s): Motoko Iwashita, Makiko Ishikawa

Pages: 1245 - 1257

40) Adaptive Graph Convolutional Network With Adversarial Learning for Skeleton-Based Action Prediction

Author(s): Guangxin Li, Nanjun Li, Faliang Chang, Chunsheng Liu

Pages: 1258 - 1269

41) Deep-Learning-Based Signal Enhancement of Low-Resolution Accelerometer for Fall Detection Systems

Author(s): Kai-Chun Liu, Kuo-Hsuan Hung, Chia-Yeh Hsieh, Hsiang-Yun Huang, Chia-Tai Chan, Yu Tsao

Pages: 1270 - 1281

42) Learning Curve of a Short-Time Neurofeedback Training: Reflection of Brain Network Dynamics Based on Phase-Locking Value

Author(s): Ze Wang, Chi Man Wong, Wenya Nan, Qi Tang, Agostinho C. Rosa, Peng Xu, Feng Wan

Pages: 1282 - 1295

43) Construction of Diverse DropBlock Branches for Person Reidentification

Author(s): Xiaofu Wu, Ben Xie, Yuxin Zhang, Shiliang Zhao, Suofei Zhang

Pages: 1296 - 1300