Pattern Recognition in Bioinformatics

Pattern Recognition in Bioinformatics

PDF Pattern Recognition in Bioinformatics Download

  • Author: Marco Loog
  • Publisher: Springer
  • ISBN: 3642248551
  • Category : Computers
  • Languages : en
  • Pages : 344

This book constitutes the refereed proceedings of the 6th International Conference on Pattern Recognition in Bioinformatics, PRIB 2011, held in Delft, The Netherlands, in November 2011. The 29 revised full papers presented were carefully reviewed and selected from 35 submissions. The papers cover the wide range of possible applications of bioinformatics in pattern recognition: novel algorithms to handle traditional pattern recognition problems such as (bi)clustering, classification and feature selection; applications of (novel) pattern recognition techniques to infer and analyze biological networks and studies on specific problems such as biological image analysis and the relation between sequence and structure. They are organized in the following topical sections: clustering, biomarker selection and classification, network inference and analysis, image analysis, and sequence, structure, and interactions.


Scalable Pattern Recognition Algorithms

Scalable Pattern Recognition Algorithms

PDF Scalable Pattern Recognition Algorithms Download

  • Author: Pradipta Maji
  • Publisher: Springer Science & Business Media
  • ISBN: 3319056301
  • Category : Computers
  • Languages : en
  • Pages : 304

This book addresses the need for a unified framework describing how soft computing and machine learning techniques can be judiciously formulated and used in building efficient pattern recognition models. The text reviews both established and cutting-edge research, providing a careful balance of theory, algorithms, and applications, with a particular emphasis given to applications in computational biology and bioinformatics. Features: integrates different soft computing and machine learning methodologies with pattern recognition tasks; discusses in detail the integration of different techniques for handling uncertainties in decision-making and efficiently mining large biological datasets; presents a particular emphasis on real-life applications, such as microarray expression datasets and magnetic resonance images; includes numerous examples and experimental results to support the theoretical concepts described; concludes each chapter with directions for future research and a comprehensive bibliography.


Pattern Recognition in Bioinformatics

Pattern Recognition in Bioinformatics

PDF Pattern Recognition in Bioinformatics Download

  • Author: Matteo Comin
  • Publisher: Springer
  • ISBN: 3319091921
  • Category : Computers
  • Languages : en
  • Pages : 135

This book constitutes the refereed proceedings of the 8th IAPR International Conference on Pattern Recognition in Bioinformatics, PRIB 2014, held in Stockholm, Sweden in August 2014. The 9 revised full papers and 9 revised short papers presented were carefully reviewed and selected from 29 submissions. The focus of the conference was on the latest Research in Pattern Recognition and Computational Intelligence-Based Techniques Applied to Problems in Bioinformatics and Computational Biology.


Pattern Recognition in Bioinformatics

Pattern Recognition in Bioinformatics

PDF Pattern Recognition in Bioinformatics Download

  • Author: Tetsuo Shibuya
  • Publisher: Springer
  • ISBN: 3642341233
  • Category : Computers
  • Languages : en
  • Pages : 278

This book constitutes the refereed proceedings of the 7th International Conference on Pattern Recognition in Bioinformatics, PRIB 2012, held in Tokyo, Japan, in November 2012. The 24 revised full papers presented were carefully reviewed and selected from 33 submissions. Their topics are widely ranging from fundamental techniques, sequence analysis to biological network analysis. The papers are organized in topical sections on generic methods, visualization, image analysis, and platforms, applications of pattern recognition techniques, protein structure and docking, complex data analysis, and sequence analysis.


Pattern Recognition in Bioinformatics

Pattern Recognition in Bioinformatics

PDF Pattern Recognition in Bioinformatics Download

  • Author: Jagath C.- Rajapakse
  • Publisher: Springer Science & Business Media
  • ISBN: 3540752854
  • Category : Science
  • Languages : en
  • Pages : 427

This book constitutes the refereed proceedings of the International Workshop on Pattern Recognition in Bioinformatics, PRIB 2007, held in Singapore in October 2007. The 38 revised full papers presented were carefully reviewed and selected from 125 submissions. The papers discuss the applications of pattern recognition methods in the field of bioinformatics to solve problems in life sciences.


Pattern Recognition in Bioinformatics

Pattern Recognition in Bioinformatics

PDF Pattern Recognition in Bioinformatics Download

  • Author: Madhu Chetty
  • Publisher: Springer Science & Business Media
  • ISBN: 3540884343
  • Category : Science
  • Languages : en
  • Pages : 488

In the post-genomic era, a holistic understanding of biological systems and p- cesses,inalltheircomplexity,is criticalincomprehendingnature’schoreography of life. As a result, bioinformatics involving its two main disciplines, namely, the life sciences and the computational sciences, is fast becoming a very promising multidisciplinary research ?eld. With the ever-increasing application of lar- scalehigh-throughputtechnologies,suchasgeneorproteinmicroarraysandmass spectrometry methods, the enormous body of information is growing rapidly. Bioinformaticians are posed with a large number of di?cult problems to solve, arising not only due to the complexities in acquiring the molecular infor- tion but also due to the size and nature of the generated data sets and/or the limitations of the algorithms required for analyzing these data. Although the ?eld of bioinformatics is still in its embryonic stage, the recent advancements in computational and information-theoretic techniques are enabling us to c- ductvariousinsilicotestingandscreeningofmanylab-basedexperimentsbefore these are actually performed in vitro or in vivo. These in silico investigations are providing new insights for interpretation and establishing a new direction for a deeper understanding. Among the various advanced computational methods currently being applied to such studies, the pattern recognition techniques are mostly found to be at the core of the whole discovery process for apprehending the underlying biological knowledge. Thus, we can safely surmise that the - going bioinformatics revolution may, in future, inevitably play a major role in many aspects of medical practice and/or the discipline of life sciences.


Pattern Recognition in Bioinformatics

Pattern Recognition in Bioinformatics

PDF Pattern Recognition in Bioinformatics Download

  • Author: Tjeerd M.H. Dijkstra
  • Publisher: Springer
  • ISBN: 3642160018
  • Category : Science
  • Languages : en
  • Pages : 442

This book constitutes the refereed proceedings of the 5th International Conference on Pattern Recognition in Bioinformatics, PRIB 2010, held in Nijmegen, The Netherlands, in September 2010. The 38 revised full papers presented were carefully reviewed and selected from 46 submissions. The field of bioinformatics has two main objectives: the creation and maintenance of biological databases and the analysis of life sciences data in order to unravel the mysteries of biological function. Computer science methods such as pattern recognition, machine learning, and data mining have a great deal to offer the field of bioinformatics.


Pattern Recognition in Bioinformatics

Pattern Recognition in Bioinformatics

PDF Pattern Recognition in Bioinformatics Download

  • Author: Jagath C. Rajapakse
  • Publisher: Springer
  • ISBN: 3540374477
  • Category : Science
  • Languages : en
  • Pages : 186

This book constitutes the refereed proceedings of the International Workshop on Pattern Recognition in Bioinformatics, PRIB 2006, held in Hong Kong, within the scope of the 18th International Conference on Pattern Recognition, ICPR 2006. The book presents 19 revised full papers, covering all topics of the creation and maintenance of biological databases, and the discovery of knowledge from life sciences data. Includes an introduction to Pattern Recognition in Bioinformatics.


Pattern Recognition in Bioinformatics

Pattern Recognition in Bioinformatics

PDF Pattern Recognition in Bioinformatics Download

  • Author: Visakan Kadirkamanathan
  • Publisher: Springer Science & Business Media
  • ISBN: 3642040306
  • Category : Computers
  • Languages : en
  • Pages : 463

This book constitutes the refereed proceedings of the Fourth International Workshop on Pattern Recognition in Bioinformatics, PRIB 2009, held in Sheffield, UK, in September 2009. The 38 revised full papers presented were carefully reviewed and selected from numerous submissions. The topics covered by these papers range from image analysis for biomedical data to systems biology. The conference aims at crating a focus for the development and application of pattern recognition techniques in the biological domain.


Pattern Recognition in Bioinformatics

Pattern Recognition in Bioinformatics

PDF Pattern Recognition in Bioinformatics Download

  • Author: Alioune Ngom
  • Publisher: Springer
  • ISBN: 3642391591
  • Category : Computers
  • Languages : en
  • Pages : 290

This book constitutes the refereed proceedings of the 8th IAPR International Conference on Pattern Recognition in Bioinformatics, PRIB 2013, held in Nice, France, in June 2013. The 25 revised full papers presented were carefully reviewed and selected from 43 submissions. The papers are organized in topical sections on bio-molecular networks and pathway analysis; learning, classification, and clustering; data mining and knowledge discovery; protein: structure, function, and interaction; motifs, sites, and sequence analysis.