Coverart for item
The Resource Computational intelligence and pattern analysis in biological informatics, edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang, (electronic resource)

Computational intelligence and pattern analysis in biological informatics, edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang, (electronic resource)

Label
Computational intelligence and pattern analysis in biological informatics
Title
Computational intelligence and pattern analysis in biological informatics
Statement of responsibility
edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang
Contributor
Subject
Genre
Language
eng
Summary
"Computational Intelligence (CI) is a successor of artificial intelligence combining elements of learning, adaptation, evolution and logic to create programs that are, in some sense, intelligent. CI exhibits an ability to learn or deal with new situations, such that the system is perceived to possess one or more attributes of reason. The different methodologies in CI work synergistically and provide, in one form or another, flexible information processing capabilities for handling a huge volume of real life data with noises, ambiguity, and missing values. Solving problems often involves search for useful regularities or patterns in large amounts of data. A typical characteristic of biological data is high dimensionality with low sample size. This poses grand challenges to traditional pattern analysis techniques, necessitating the development of sophisticated approaches--Provided by publisher
Member of
Cataloging source
N$T
Dewey number
570.285
Illustrations
illustrations
Index
index present
LC call number
QH324.2
LC item number
.C6356 2010eb
Literary form
non fiction
Nature of contents
  • dictionaries
  • bibliography
NLM call number
QU 26.5
http://library.link/vocab/relatedWorkOrContributorDate
1968-
http://library.link/vocab/relatedWorkOrContributorName
  • Maulik, Ujjwal
  • Bandyopadhyay, Sanghamitra
  • Wang, Jason T. L
Series statement
Wiley series on bioinformatics: computational techniques and engineering
http://library.link/vocab/subjectName
  • Bioinformatics
  • Computational biology
  • Artificial intelligence
  • Pattern recognition systems
  • Computational Biology
  • Artificial Intelligence
  • Gene Expression Profiling
  • Pattern Recognition, Automated
Label
Computational intelligence and pattern analysis in biological informatics, edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang, (electronic resource)
Instantiates
Publication
Note
Description based on print version record
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • (Publisher-supplied data) Part I: Introduction -- Computational Intelligence: Basic Principles, Issues and Challenges / Swagatam Das, Ajith Abraham, and B. K. Panigrahi -- Fundamentals of Pattern Analysis Techniques / Basabi Chakraborty -- Biological Informatics: Methods, Tools and Applications / Kevin Byron, Miguel Cervantes-Cervantes and Jason T. L. Wang -- Part II: Sequence Analysis -- A Neuro fuzzy approach for Promoter Identification and Gene finding / T. Sobha Rani, S. Durga Bhavani and S. Bapi Raju -- Predicting micro RNA Prostate Cancer Target Genes / F. Masulli, S. Rovetta and G. Russo -- Part III: Structure Analysis -- Structural search in RNA Motif Databases Dongrong Wen and Jason T. L. Wang -- Kernels on Protein Structures / Sourangshu Bhattacharya, Chiranjib Bhattacharyya and Nagasuma R. Chandra -- Characterization of conformational patterns in active and inactive forms of kinases using protein blocks approach / Garima Agarwal, Dhurvas Chandrasekaran Dinesh, Narayanaswamy Srinivasan, Alexandre G. de Brevern --
  • Kernel function for graph classification / Aaron Smalter and Jun Huan -- In-Silico Drug Design Using a Computational Intelligence Technique / Soumi Sengupta, S. Bandyopadhyay -- Part IV: Microarray Data Analysis -- Microarray analysis by fuzzy DE based clustering / Indrajit Saha and Ujjwal Maulik -- Cancer Classification from Gene Expression Microarray Data using Multiobjective supervised learning / Anirban Mukhopadhyay, Ujjwal Maulik and Sanghamitra Bandyopadhyay -- Parallel Algorithms for Clustering Gene Expression Data / Ujjwal Maulik and Anasua Sarker -- Part V: Systems Biology -- Techniques for prioritization of possible disease genes / Jieun Jeong and Jake Y. Chen -- Prediction of Protein Protein Interactions / Angshuman Bagchi -- Analyzing Topological Properties of Protein-protein Interaction Networks: A Perspective Towards Systems Biology / Malay Bhattacharyya and Sanghamitra Bandyopadhyay
Control code
670116836
Dimensions
unknown
Extent
1 online resource (xix, 372 pages)
File format
unknown
Form of item
online
Isbn
9780470872345
Isbn Type
(electronic bk.)
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)670116836
Label
Computational intelligence and pattern analysis in biological informatics, edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T. Wang, (electronic resource)
Publication
Note
Description based on print version record
Antecedent source
unknown
Bibliography note
Includes bibliographical references and index
Carrier category
online resource
Carrier category code
  • cr
Carrier MARC source
rdacarrier
Color
multicolored
Content category
text
Content type code
  • txt
Content type MARC source
rdacontent
Contents
  • (Publisher-supplied data) Part I: Introduction -- Computational Intelligence: Basic Principles, Issues and Challenges / Swagatam Das, Ajith Abraham, and B. K. Panigrahi -- Fundamentals of Pattern Analysis Techniques / Basabi Chakraborty -- Biological Informatics: Methods, Tools and Applications / Kevin Byron, Miguel Cervantes-Cervantes and Jason T. L. Wang -- Part II: Sequence Analysis -- A Neuro fuzzy approach for Promoter Identification and Gene finding / T. Sobha Rani, S. Durga Bhavani and S. Bapi Raju -- Predicting micro RNA Prostate Cancer Target Genes / F. Masulli, S. Rovetta and G. Russo -- Part III: Structure Analysis -- Structural search in RNA Motif Databases Dongrong Wen and Jason T. L. Wang -- Kernels on Protein Structures / Sourangshu Bhattacharya, Chiranjib Bhattacharyya and Nagasuma R. Chandra -- Characterization of conformational patterns in active and inactive forms of kinases using protein blocks approach / Garima Agarwal, Dhurvas Chandrasekaran Dinesh, Narayanaswamy Srinivasan, Alexandre G. de Brevern --
  • Kernel function for graph classification / Aaron Smalter and Jun Huan -- In-Silico Drug Design Using a Computational Intelligence Technique / Soumi Sengupta, S. Bandyopadhyay -- Part IV: Microarray Data Analysis -- Microarray analysis by fuzzy DE based clustering / Indrajit Saha and Ujjwal Maulik -- Cancer Classification from Gene Expression Microarray Data using Multiobjective supervised learning / Anirban Mukhopadhyay, Ujjwal Maulik and Sanghamitra Bandyopadhyay -- Parallel Algorithms for Clustering Gene Expression Data / Ujjwal Maulik and Anasua Sarker -- Part V: Systems Biology -- Techniques for prioritization of possible disease genes / Jieun Jeong and Jake Y. Chen -- Prediction of Protein Protein Interactions / Angshuman Bagchi -- Analyzing Topological Properties of Protein-protein Interaction Networks: A Perspective Towards Systems Biology / Malay Bhattacharyya and Sanghamitra Bandyopadhyay
Control code
670116836
Dimensions
unknown
Extent
1 online resource (xix, 372 pages)
File format
unknown
Form of item
online
Isbn
9780470872345
Isbn Type
(electronic bk.)
Level of compression
unknown
Media category
computer
Media MARC source
rdamedia
Media type code
  • c
Other physical details
illustrations.
Quality assurance targets
not applicable
Reformatting quality
unknown
Sound
unknown sound
Specific material designation
remote
System control number
(OCoLC)670116836

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