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5th International Conference on Practical Applications of Computational Biology & Bioinformatics: Advances in Intelligent and Soft Computing, cartea 93

Editat de Miguel P. Rocha, Juan Manuel Corchado Rodríguez, Florentino Fdez Riverola, Alfonso Valencia
en Limba Engleză Paperback – 4 mar 2011
The growth in the Bioinformatics and Computational Biology fields over the last few years has been remarkable and the trend is to increase its pace. In fact, the need for computational techniques that can efficiently handle the huge amounts of data produced by the new experimental techniques in Biology is still increasing driven by new advances in Next Generation Sequencing, several types of the so called omics data and image acquisition, just to name a few. The analysis of the datasets that produces and its integration call for new algorithms and approaches from fields such as Databases, Statistics, Data Mining, Machine Learning, Optimization, Computer Science and Artificial Intelligence. Within this scenario of increasing data availability, Systems Biology has also been emerging as an alternative to the reductionist view that dominated biological research in the last decades. Indeed, Biology is more and more a science of information requiring tools from the computational sciences. In the last few years, we have seen the surge of a new generation of interdisciplinary scientists that have a strong background in the biological and computational sciences. In this context, the interaction of researchers from different scientific fields is, more than ever, of foremost importance boosting the research efforts in the field and contributing to the education of a new generation of Bioinformatics scientists. PACBB‘11 hopes to contribute to this effort promoting this fruitful interaction. PACBB'11 technical program included 50 papers from a submission pool of 78 papers spanning many different sub-fields in Bioinformatics and Computational Biology. Therefore, the conference will certainly have promoted the interaction of scientists from diverse research groups and with a distinct background (computer scientists, mathematicians, biologists). The scientific content will certainly be challenging andwill promote the improvement of the work that is being developed by each of the participants.
 
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Specificații

ISBN-13: 9783642199134
ISBN-10: 3642199135
Pagini: 416
Ilustrații: XVI, 400 p. 138 illus., 89 illus. in color.
Dimensiuni: 127 x 203 x 32 mm
Greutate: 0.59 kg
Ediția:2011
Editura: Springer Berlin, Heidelberg
Colecția Springer
Seria Advances in Intelligent and Soft Computing

Locul publicării:Berlin, Heidelberg, Germany

Public țintă

Research

Cuprins

Applications.- Clinical & Diagnosis & Drugs.- Genomics & Phylogenetics & Sequencing.- Microarrays.- Proteomics.- Sytems Biology.- Text/Data mining & AI Techniques.

Textul de pe ultima copertă

The growth in the Bioinformatics and Computational Biology fields over the last few years has been remarkable and the trend is to increase its pace. In fact, the need for computational techniques that can efficiently handle the huge amounts of data produced by the new experimental techniques in Biology is still increasing driven by new advances in Next Generation Sequencing, several types of the so called omics data and image acquisition, just to name a few. The analysis of the datasets that produces and its integration call for new algorithms and approaches from fields such as Databases, Statistics, Data Mining, Machine Learning, Optimization, Computer Science and Artificial Intelligence. Within this scenario of increasing data availability, Systems Biology has also been emerging as an alternative to the reductionist view that dominated biological research in the last decades. Indeed, Biology is more and more a science of information requiring tools from the computational sciences. In the last few years, we have seen the surge of a new generation of interdisciplinary scientists that have a strong background in the biological and computational sciences. In this context, the interaction of researchers from different scientific fields is, more than ever, of foremost importance boosting the research efforts in the field and contributing to the education of a new generation of Bioinformatics scientists. PACBB‘11 hopes to contribute to this effort promoting this fruitful interaction. PACBB'11 technical program included 50 papers from a submission pool of 78 papers spanning many different sub-fields in Bioinformatics and Computational Biology. Therefore, the conference will certainly have promoted the interaction of scientists from diverse research groups and with a distinct background (computer scientists, mathematicians, biologists). The scientific content will certainly be challenging andwill promote the improvement of the work that is being developed by each of the participants.
 

Caracteristici

Recent research on Practical Applications of Computational Biology and Bioinformatics Proceedings of the 5th International Conference on Practical Applications of Computational Biology & Bioinformatics, held at University of Salamanca (Spain), 6-8th April, 2011 Written by leading experts in the field