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E-grāmata: Brain Informatics: International Conference, BI 2017, Beijing, China, November 16-18, 2017, Proceedings

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This book constitutes the refereed proceedings of the International Conference on Brain Informatics, BI 2017, held in Beijing, China, in November 2017.

This book constitutes the refereed proceedings of the International Conference on Brain Informatics, BI 2017, held in Beijing, China, in November 2017. The 31 revised full papers were carefully reviewed and selected from 64 submissions. BI addresses the computational, cognitive, physiological, biological, physical,
ecological and social perspectives of brain informatics, as well as topics related to
mental health and well-being.
Cognitive and Computational Foundations of Brain Science
Speech Emotion Recognition Using Local and Global Features
3(11)
Yuanbo Gao
Baobin Li
Ning Wang
Tingshao Zhu
Advertisement and Expectation in Lifestyle Changes: A Computational Model
14(12)
Seyed Amin Tabatabaei
Jan Treur
A Computational Cognitive Model of Self-monitoring and Decision Making for Desire Regulation
26(13)
Altaf Hussain Abro
Jan Treur
Video Category Classification Using Wireless EEG
39(10)
Aunnoy K. Mutasim
Rayhan Sardar Tipu
M. Raihanul Bashar
M. Ashraful Amin
Learning Music Emotions via Quantum Convolutional Neural Network
49(10)
Gong Chen
Yan Liu
Jiannong Cao
Shenghua Zhong
Yang Liu
Yuexian Hou
Peng Zhang
Supervised EEG Source Imaging with Graph Regularization in Transformed Domain
59(13)
Feng Liu
Jing Qin
Shouyi Wang
Jay Rosenberger
Jianzhong Su
Insula Functional Panellation from FMRI Data via Improved Artificial Bee-Colony Clustering
72(11)
Xuewu Zhao
Junzhong Ji
Yao Yao
EEG-Based Emotion Recognition via Fast and Robust Feature Smoothing
83(12)
Cheng Tang
Di Wang
Ah-Hwee Tan
Chunyan Miao
Human Information Processing Systems
Stronger Activation in Widely Distributed Regions May not Compensate for an Ineffectively Connected Neural Network When Reading a Second Language
95(12)
Hao Yan
Chuanzhu Sun
Shan Wang
Lijun Bai
Objects Categorization on fMRI Data: Evidences for Feature-Map Representation of Objects in Human Brain
107(9)
Sutao Song
Jiacai Zhang
Yuehua Tong
Gender Role Differences of Female College Students in Facial Expression Recognition: Evidence from N170 and VPP
116(13)
Sutao Song
Jieyin Feng
Meiyun Wu
Beixi Tang
Gongxiang Chen
Brain Big Data Analytics, Curation and Management
Overview of Acquisition Protocol in EEG Based Recognition System
129(10)
Hui-Yen Yap
Yun-Huoy Choo
Wee-How Khoh
A Study on Automatic Sleep Stage Classification Based on Clustering Algorithm
139(10)
Xuexiao Shao
Bin Hu
Xiangwei Zheng
Speaker Verification Method Based on Two-Layer GMM-UBM Model in the Complex Environment
149(10)
Qiang He
Zhijiang Wan
Haiyan Zhou
Jie Yang
Ning Zhong
Emotion Recognition from EEG Using Rhythm Synchronization Patterns with Joint Time-Frequency-Space Correlation
159(12)
Hongzhi Kuai
Hongxia Xu
Jianzhuo Yan
Informatics Paradigms for Brain and Mental Health
Patients with Major Depressive Disorder Alters Dorsal Medial Prefrontal Cortex Response to Anticipation with Different Saliences
171(10)
Bin Zhang
Jijun Wang
Abnormal Brain Activity in ADHD: A Study of Resting-State fMRI
181(9)
Chao Tang
Yuqing Wei
Jiajia Zhao
Xin Zhang
Jingxin Nie
Wearable EEG-Based Real-Time System for Depression Monitoring
190(12)
Shengjie Zhao
Qinglin Zhao
Xiaowei Zhang
Hong Peng
Zhijun Yao
Jian Shen
Yuan Yao
Hua Jiang
Bin Hu
Group Guided Sparse Group Lasso Multi-task Learning for Cognitive Performance Prediction of Alzheimer's Disease
202(11)
Xiaoli Liu
Peng Cao
Jinzhu yang
Dazhe Zhao
Osmar Zaiane
A Novel Deep Learning Based Multi-class Classification Method for Alzheimer's Disease Detection Using Brain MRI Data
213(10)
Jyoti Islam
Yanqing Zhang
A Quantitative Analysis Method for Objectively Assessing the Depression Mood Status Based on Portable EEG and Self-rating Scale
223(12)
Zhijiang Wan
Qiang He
Haiyan Zhou
Jie Yang
Jianzhuo Yan
Ning Zhong
Workshop on Affective, Psychological and Physiological Computing (APPC 2017)
Social Events Forecasting in Microblogging
235(9)
Yang Zhou
Chuxue Zhang
Xiaoqian Liu
Jingying Wang
Yuanbo Gao
Shuotian Bai
Tingshao Zhu
Study on Depression Classification Based on Electroencephalography Data Collected by Wearable Devices
244(10)
Hanshu Cai
Yanhao Zhang
Xiaocong Sha
Bin Hu
Corticospinal Tract Alteration is Associated with Motor Performance in Subacute Basal Ganglia Stroke
254(7)
Jing Wang
Ziyu Meng
Zengai Chen
Yao Li
Detecting Depression in Speech Under Different Speaking Styles and Emotional Valences
261(11)
Zhenyu Liu
Bin Hu
Xiaoyu Li
Fei Liu
Gang Wang
Jing Yang
Scientific Advances on Consciousness
272(13)
Yinsheng Zhang
Workshop on Big Data and Visualization for Brainsmatics (BDVB 2017)
BECA: A Software Tool for Integrated Visualization of Human Brain Data
285(10)
Huang Li
Shiaofen Fang
Bob Zigon
Olaf Sporns
Andrew J. Saykin
Joaquin Goni
Li Shen
Workshop on Semantic Technology for eHealth (STeH 2017)
Knowledge Graphs in the Quality Use of Antidepressants: A Perspective from Clinical Research Applications
295(9)
Weijing Tang
Yu Yang
Zhisheng Huang
Xiaoli Hua
Using Knowledge Graph for Analysis of Neglected Influencing Factors of Statin-Induced Myopathy
304(11)
Yu Yang
Zhisheng Huang
Yong Han
Xiaoli Hua
Weijing Tang
Workshop on Mesoscopic Brainformatics (MBAI 2017)
Mesoscopic Brainformatics
315(12)
Dezhong Yao
Special Session on Brain Informatics in Neurogenetics (BIN 2017)
The Development and Application of Biochemical Analysis of Saliva in the Assessment of the Activity of Nervous System
327(8)
Chen Li
Pan Gu
Kangwei Shen
Xuejun Kang
Author Index 335