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Overview
Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10847)
Part of the book sub series: Lecture Notes in Bioinformatics (LNBI)
Included in the following conference series:
Conference proceedings info: ISBRA 2018.
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About this book
The 24 full and 10 short papers presented in this volume were carefully reviewed and selected from a total of 138 submissions. They were organized in topical sections named: network analysis and modelling; genomic data analysis; cancer data analysis; structure and interaction; HPC and CryoEM; machine and deep learning; data analysis and methodology; analysis and visualization tools; and RNA-Seq data analysis.
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Keywords
- artificial intelligence
- bioinformatics
- cross-validation
- CUDA
- genes
- gpu
- parallel algorithms
- parallel processing systems
- problem solving
- processors
- semantics
- Support Vector Machines (SVM)
- biomedical databases
- biomolecular imaging
- comparative genomics
- gene expression analysis
- structural biology
- molecular modeling
Table of contents (34 papers)
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Network Analysis and Modelling
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Cancer Data Analysis
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Structure and Interaction
Other volumes
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Bioinformatics Research and Applications
Editors and Affiliations
Bibliographic Information
Book Title: Bioinformatics Research and Applications
Book Subtitle: 14th International Symposium, ISBRA 2018, Beijing, China, June 8-11, 2018, Proceedings
Editors: Fa Zhang, Zhipeng Cai, Pavel Skums, Shihua Zhang
Series Title: Lecture Notes in Computer Science
DOI: https://doi.org/10.1007/978-3-319-94968-0
Publisher: Springer Cham
eBook Packages: Computer Science, Computer Science (R0)
Copyright Information: Springer Nature Switzerland AG 2018
Softcover ISBN: 978-3-319-94967-3Published: 14 July 2018
eBook ISBN: 978-3-319-94968-0Published: 12 July 2018
Series ISSN: 0302-9743
Series E-ISSN: 1611-3349
Edition Number: 1
Number of Pages: XX, 362
Number of Illustrations: 41 b/w illustrations, 95 illustrations in colour
Topics: Computational Biology/Bioinformatics, Artificial Intelligence, Computer System Implementation, Special Purpose and Application-Based Systems, Processor Architectures, Logic Design