000 -LEADER |
fixed length control field |
03188nam a22005895i 4500 |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
ISBN |
9783642290664 |
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978-3-642-29066-4 |
082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
Classification number |
570.285 |
245 10 - TITLE STATEMENT |
Title |
Evolutionary Computation, Machine Learning and Data Mining in Bioinformatics |
Sub Title |
10th European Conference, EvoBIO 2012, Málaga, Spain, April 11-13, 2012. Proceedings / |
Statement of responsibility, etc |
edited by Mario Giacobini, Leonardo Vanneschi, William S. Bush. |
260 #1 - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication |
Berlin, Heidelberg : |
Name of publisher |
Springer Berlin Heidelberg, |
Year of publication |
2012. |
300 ## - PHYSICAL DESCRIPTION |
Number of Pages |
XIII, 255p. 76 illus. |
Other physical details |
online resource. |
490 1# - SERIES STATEMENT |
Series statement |
Lecture Notes in Computer Science, |
520 ## - SUMMARY, ETC. |
Summary, etc |
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. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Computer science. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Data structures (Computer science). |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Computer software. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Database management. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Artificial intelligence. |
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Bioinformatics. |
650 14 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Computer Science. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Computational Biology/Bioinformatics. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Algorithm Analysis and Problem Complexity. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Database Management. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Artificial Intelligence (incl. Robotics). |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Computation by Abstract Devices. |
650 24 - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical Term |
Data Structures. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Giacobini, Mario. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Vanneschi, Leonardo. |
700 1# - ADDED ENTRY--PERSONAL NAME |
Personal name |
Bush, William S. |
856 40 - ELECTRONIC LOCATION AND ACCESS |
Uniform Resource Identifier |
http://dx.doi.org/10.1007/978-3-642-29066-4 |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Koha item type |
E-BOOKS |
264 #1 - |
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Berlin, Heidelberg : |
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Springer Berlin Heidelberg, |
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2012. |
336 ## - |
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text |
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txt |
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rdacontent |
337 ## - |
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computer |
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c |
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rdamedia |
338 ## - |
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online resource |
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cr |
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rdacarrier |
347 ## - |
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text file |
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PDF |
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rda |
830 #0 - SERIES ADDED ENTRY--UNIFORM TITLE |
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0302-9743 ; |