Computational Intelligence Methods for Bioinformatics and Biostatistics

15th International Meeting, CIBB 2018, Caparica, Portugal, September 6–8, 2018, Revised Selected Papers

Maria Raposo, Paulo Ribeiro, Susana Sério, Antonino Staiano, Angelo Ciaramella (Herausgeber)

Buch | Softcover

XXII, 334 Seiten

2020 | 1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-34584-6 (ISBN)

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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
Reihe/Serie	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