Lecture Notes in Artificial Intelligence

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Brain Informatics

International Conference, BI 2017, Beijing, China, November 16-18, 2017, Proceedings

Editors: Zeng, Y., He, Y., Kotaleski, J.H., Martone, M., Xu, B., Peng, H., Luo, Q. (Eds.)

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About this book: 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 tomental health and well-being.

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Table of contents (31 chapters)

Table of contents (31 chapters)

Speech Emotion Recognition Using Local and Global Features

Gao, Yuanbo (et al.)

Pages 3-13

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Advertisement and Expectation in Lifestyle Changes: A Computational Model

Tabatabaei, Seyed Amin (et al.)

Pages 14-25

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A Computational Cognitive Model of Self-monitoring and Decision Making for Desire Regulation

Abro, Altaf Hussain (et al.)

Pages 26-38

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Video Category Classification Using Wireless EEG

Mutasim, Aunnoy K (et al.)

Pages 39-48

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Learning Music Emotions via Quantum Convolutional Neural Network

Chen, Gong (et al.)

Pages 49-58

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Supervised EEG Source Imaging with Graph Regularization in Transformed Domain

Liu, Feng (et al.)

Pages 59-71

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Insula Functional Parcellation from FMRI Data via Improved Artificial Bee-Colony Clustering

Zhao, Xuewu (et al.)

Pages 72-82

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EEG-Based Emotion Recognition via Fast and Robust Feature Smoothing

Tang, Cheng (et al.)

Pages 83-92

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Stronger Activation in Widely Distributed Regions May not Compensate for an Ineffectively Connected Neural Network When Reading a Second Language

Yan, Hao (et al.)

Pages 95-106

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Objects Categorization on fMRI Data: Evidences for Feature-Map Representation of Objects in Human Brain

Song, Sutao (et al.)

Pages 107-115

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Gender Role Differences of Female College Students in Facial Expression Recognition: Evidence from N170 and VPP

Song, Sutao (et al.)

Pages 116-125

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Overview of Acquisition Protocol in EEG Based Recognition System

Yap, Hui-Yen (et al.)

Pages 129-138

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A Study on Automatic Sleep Stage Classification Based on Clustering Algorithm

Shao, Xuexiao (et al.)

Pages 139-148

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Speaker Verification Method Based on Two-Layer GMM-UBM Model in the Complex Environment

He, Qiang (et al.)

Pages 149-158

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Emotion Recognition from EEG Using Rhythm Synchronization Patterns with Joint Time-Frequency-Space Correlation

Kuai, Hongzhi (et al.)

Pages 159-168

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Patients with Major Depressive Disorder Alters Dorsal Medial Prefrontal Cortex Response to Anticipation with Different Saliences

Zhang, Bin (et al.)

Pages 171-180

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Abnormal Brain Activity in ADHD: A Study of Resting-State fMRI

Tang, Chao (et al.)

Pages 181-189

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Wearable EEG-Based Real-Time System for Depression Monitoring

Zhao, Shengjie (et al.)

Pages 190-201

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Group Guided Sparse Group Lasso Multi-task Learning for Cognitive Performance Prediction of Alzheimer’s Disease

Liu, Xiaoli (et al.)

Pages 202-212

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A Novel Deep Learning Based Multi-class Classification Method for Alzheimer’s Disease Detection Using Brain MRI Data

Islam, Jyoti (et al.)

Pages 213-222

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A Quantitative Analysis Method for Objectively Assessing the Depression Mood Status Based on Portable EEG and Self-rating Scale

Wan, Zhijiang (et al.)

Pages 223-232

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Social Events Forecasting in Microblogging

Zhou, Yang (et al.)

Pages 235-243

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Study on Depression Classification Based on Electroencephalography Data Collected by Wearable Devices

Cai, Hanshu (et al.)

Pages 244-253

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Corticospinal Tract Alteration is Associated with Motor Performance in Subacute Basal Ganglia Stroke

Wang, Jing (et al.)

Pages 254-260

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Detecting Depression in Speech Under Different Speaking Styles and Emotional Valences

Liu, Zhenyu (et al.)

Pages 261-271

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eBook $59.99

price for USA in USD (gross)

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ISBN 978-3-319-70772-3
Digitally watermarked, DRM-free
Included format: PDF, EPUB
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Immediate eBook download after purchase

Softcover $79.99

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Buy Softcover

ISBN 978-3-319-70771-6
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Bibliographic Information

Bibliographic Information

Book Title

Brain Informatics

Book Subtitle

International Conference, BI 2017, Beijing, China, November 16-18, 2017, Proceedings

Editors

Yi Zeng
Yong He
Jeanette Hellgren Kotaleski
Maryann Martone
Bo Xu
Hanchuan Peng
Qingming Luo

Series Title

Lecture Notes in Artificial Intelligence

Series Volume

10654

Copyright

2017

Publisher

Springer International Publishing

Copyright Holder

Springer International Publishing AG

eBook ISBN: 978-3-319-70772-3
DOI: 10.1007/978-3-319-70772-3
Softcover ISBN: 978-3-319-70771-6
Edition Number: 1

Number of Pages

XVI, 336

Number of Illustrations

100 b/w illustrations

Topics

Artificial Intelligence