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.
Access this book
Tax calculation will be finalised at checkout
Other ways to access
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.
Similar content being viewed by others
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)
-
Structure and Interaction
-
HPC and CryoEM
-
Machine and Deep Learning
-
Data Analysis and Methodology
-
Analysis and Visualization Tools
Other volumes
-
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