Computational Intelligence Methods for Bioinformatics and Biostatistics
15th International Meeting, CIBB 2018, Caparica, Portugal, September 6–8, 2018, Revised Selected Papers
Seiten
2020
|
1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-34584-6 (ISBN)
Springer International Publishing (Verlag)
978-3-030-34584-6 (ISBN)
This book constitutes the thoroughly refereed post-conference proceedings of the 15 th International Meeting on Computational Intelligence Methods for Bioinformatics and Biostatistics., CIBB 2018, held in Caparica, Portugal, in September 2018. The 32 revised full papers were carefully reviewed and selected from 51 submissions. The papers present current trends at the edge of computer and life sciences, the application of computational intelligence to a system and synthetic biology and the consequent impact on innovative medicine were presented. Theoretical and experimental biologists also presented novel challenges and fostered multidisciplinary collaboration aiming to blend theory and practice, where the founding theories of the techniques used for modelling and analyzing biological systems are investigated and used for practical applications and the supporting technologies.
Computational Intelligence Methods for Bioinformatics and Biostatistics.- Modeling and Simulation Methods in System Biology.- Computational Models in Health Informatics and Medicine.- Engineering Bio-Interfaces and Rudimentary Cells as a Way to Develop Synthetic Biology.
Erscheinungsdatum | 25.01.2020 |
---|---|
Reihe/Serie | Lecture Notes in Bioinformatics | Lecture Notes in Computer Science |
Zusatzinfo | XXII, 334 p. 134 illus., 111 illus. in color. |
Verlagsort | Cham |
Sprache | englisch |
Maße | 155 x 235 mm |
Gewicht | 545 g |
Themenwelt | Informatik ► Theorie / Studium ► Künstliche Intelligenz / Robotik |
Informatik ► Weitere Themen ► Bioinformatik | |
Naturwissenschaften ► Biologie | |
Schlagworte | Applications • Artificial Intelligence • Artificial Systems • Bayesian networks • classification • Computer Science • Computing Methodologies • conference proceedings • Cross-validation • design and analysis of algorithms • dimensionality reduction • genes • Informatics • machine learning • Mathematics of Computing • multivariate statistics. • Neural networks • Principal Component Analysis • Probability • probability and statistics • Research • Semantics • simulation support systems • simulation types and techniques • Theory of Computation |
ISBN-10 | 3-030-34584-X / 303034584X |
ISBN-13 | 978-3-030-34584-6 / 9783030345846 |
Zustand | Neuware |
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