Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics
10th European Conference, EvoBIO 2012, Málaga, Spain, April 11-13, 2012, Proceedings
Seiten
2012
|
2012
Springer Berlin (Verlag)
978-3-642-29065-7 (ISBN)
Springer Berlin (Verlag)
978-3-642-29065-7 (ISBN)
This book constitutes the refereed proceedings of the 10th European Conference on Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics, EvoBIO 2012, held in Málaga, Spain, in April 2012 co-located with the Evo* 2012 events.
The 15 revised full papers presented together with 8 poster papers were carefully reviewed and selected from numerous submissions. Computational Biology is a wide and varied discipline, incorporating aspects of statistical analysis, data structure and algorithm design, machine learning, and mathematical modeling toward the processing and improved understanding of biological data. Experimentalists now routinely generate new information on such a massive scale that the techniques of computer science are needed to establish any meaningful result. As a consequence, biologists now face the challenges of algorithmic complexity and tractability, and combinatorial explosion when conducting even basic analyses.
The 15 revised full papers presented together with 8 poster papers were carefully reviewed and selected from numerous submissions. Computational Biology is a wide and varied discipline, incorporating aspects of statistical analysis, data structure and algorithm design, machine learning, and mathematical modeling toward the processing and improved understanding of biological data. Experimentalists now routinely generate new information on such a massive scale that the techniques of computer science are needed to establish any meaningful result. As a consequence, biologists now face the challenges of algorithmic complexity and tractability, and combinatorial explosion when conducting even basic analyses.
| Erscheint lt. Verlag | 28.3.2012 |
|---|---|
| Reihe/Serie | Lecture Notes in Computer Science | Theoretical Computer Science and General Issues |
| Zusatzinfo | XIII, 255 p. 76 illus. |
| Verlagsort | Berlin |
| Sprache | englisch |
| Maße | 155 x 235 mm |
| Themenwelt | Informatik ► Weitere Themen ► Bioinformatik |
| Naturwissenschaften ► Biologie | |
| Schlagworte | Algorithm analysis and problem complexity • artificial immune system • Bioinformatik • data structures • evolutionary algorithm • genetic programming • Neural networks • Swarm intelligence |
| ISBN-10 | 3-642-29065-5 / 3642290655 |
| ISBN-13 | 978-3-642-29065-7 / 9783642290657 |
| Zustand | Neuware |
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