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Author HBAI (Conference) (1st : 2019 : Macau, China)

Title Human brain and artificial intelligence : first International Workshop, HBAI 2019, held in conjunction with IJCAI 2019, Macao, China, August 12, 2019, revised selected papers / An Zeng, Dan Pan, Tianyong Hao, Daoqiang Zhang, Yiyu Shi, Xiaowei Song (eds.)
Published Singapore : Springer, 2019

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Description 1 online resource (xi, 340 pages) : illustrations (some color)
Series Communications in computer and information science, 1865-0929 ; 1072
Communications in computer and information science ; 1072. 1865-0929
Contents [I]. Computational brain science and its applications: EEGNAS : neural architecture search for electroencephalography data analysis and decoding / Elad Rapaport, Oren Shriki, and Rami Puzis -- Multi-task dictionary learning based on convolutional neural networks for longitudinal clinical score predictions in Alzheimer's disease / Qunxi Dong, Jie Zhang, Qingyang Li, Pau M. Thompson, Richard J. Caselli, Jieping Ye, Yalin Wang, and for the Alzheimer's Disease Neuroimaging Initiative -- A robust automated pipeline for localizing SEEG electrode contacts / Zefan Lin, Guofu Wang, Jiaru Cheng, Yaoxin Lin, Jianping Liu, Jiayin Lin, Guomin Luan, and Jie Luo -- Early diagnosis of Alzheimer's disease based on deep learning and GWAS / Dan Pan, Yin Huang, An Zeng, Longfei Jia, Xiaowei Song, and for Alzheimer's Disease Neuroimaging Initiative (ADNI) -- Trends and features of human brain research using artificial intelligence techniques : a bibliometric approach / Xieling Chen, Xinxin Zhang, Haoran Xie, Fu Lee Wang, Jun Yan, and Tianyong Hao -- Investigating lexical and semantic cognition by using neural network to encode and decode brain imaging / Lu Cao and Yue Zhang -- Applying attention mechanism and deep neural network for medical object segmentation and classification in X-ray fluoroscopy images / Yong Zhang, Jun Yan, Haitao Huang, and Christopher Yencha -- Effect of age on postural balance and control : graph based connectivity analysis on brain network / Oishee Mazumder, Kingshuk Chakravarty, Debatri Chatterjee, Soumya Jyoti Banerjee, and Aniruddha Sinha -- Intraoperative accurate automatic modeling of skull defects with neuronavigation system / Yangjie Xie and Rongqian Yang
[II]. Brain-inspired artificial intelligence and its applications: Task-nonspecific and modality-nonspecific AI / Juyang Weng, Juan Castro-Garcia, Zejia Zheng, Xiang Wu -- Brain research and arbitrary multiscale quantum uncertainty / Rodolfo A. Fiorini -- Implicit cognition and understanding unobserved human mind states by machines / Amy Wenxuan Ding -- Learning preferences in a cognitive decision model / Taher Rahgooy and K. Brent Venable -- Neural networks as model selection with incremental MDL normalization / Baihan Lin -- Tensor super-resolution with generative adversarial nets : a large image generation approach / Zihan Ding, Xiao-Yang Liu, Miao Yin, Linghe Kong -- Avoiding implementation pitfalls of "matrix capsules with EM routing" by Hinton et al / Ashely Daniel Gritzman -- Adaptive joint attention with reinforcement training for convolutional image caption / Ruoyu Chen, Zhongnian Li, Daoqiang Zhang -- Visualizing emotional state : a method based on human brain activity / Yanfang Long, Wanzeng Kong, Xuanyu Jin, Jili Shang, Can Yang -- Unified image aesthetic prediction via Scanpath-guided feature aggregation network / Xiaodan Zhang, Xinbo Gao, Wen Lu, Ying Yu, Lihuo He -- Consistent and specific multi-view relative-transform classification / Siyuan Ping, Long Zhang, Xing Wang, Guoxian Yu -- Affinity propagation clustering using centroid-deviation-distance based similarity / Yifan Xie, Xing Wang, Long Zhang, Guoxian Yu -- Model and simulation of microwave ablation with single antennas on irregular hepatic cancerous tissue / Yonghua Lao, Tianqi Zhang, Jinhua Huang, and R. Yang -- A two-stage overlapping community detection based on structure and node attributes in online social networks / Xinmeng Zhang, Xinguang Li, Shengyi Jiang, Xia Li, Bolin Xie -- Balance rule in artificial intelligence / Wenwei Li, Guangsheng Luo, Fei Dai, Rong Li
Summary This book constitutes the refereed proceedings of the workshop held in conjunction with the 28th International Conference on Artificial Intelligence, IJCAI 2019, held in Macao, China, in August 2019: the First International Workshop on Human Brain and Artificial Intelligence, HBAI 2019. The 24 full papers presented were carefully reviewed and selected from 62 submissions. The papers are organized according to the following topical headings: computational brain science and its applications; brain-inspired artificial intelligence and its applications
Notes Includes author index
Online resource; title from PDF title page (SpringerLink, viewed November 11, 2019)
Subject Artificial intelligence -- Medical applications -- Congresses
Artificial intelligence -- Medical applications
Genre/Form proceedings (reports)
Conference papers and proceedings
Conference papers and proceedings.
Actes de congrès.
Form Electronic book
Author Zeng, An, editor
Pan, Dan, editor
Hao, Tianyong, editor
Zhang, Daoqiang, editor
Shi, Yiyu, editor
Song, Xiaowei, editor
International Joint Conference on Artificial Intelligence (28th : 2019 : Macau, China), jointly held conference
ISBN 9789811513985
9811513988
Other Titles HBAI 2019