Computational intelligence and pattern analysis in biological informatics
General Material Designation
[Book]
First Statement of Responsibility
/ edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T.L. Wang
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
Hoboken, N.J.
Name of Publisher, Distributor, etc.
: John Wiley & Sons
Date of Publication, Distribution, etc.
, 2010.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xix, 372 p. , ill. , 25 cm.
SERIES
Series Title
(Wiley series on bioinformatics
Other Title Information
: computational techniques and engineering.)
NOTES PERTAINING TO PUBLICATION, DISTRIBUTION, ETC.
Text of Note
Print
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
"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.
Text of Note
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.
Text of Note
(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 --
SERIES
Title
Wiley series on bioinformatics
TOPICAL NAME USED AS SUBJECT
Bioinformatics
Computational biology
Artificial intelligence
Pattern recognition systems
Computational Biology
Artificial Intelligence
Gene Expression Profiling
Pattern Recognition, Automated
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QH324
.
2
Book number
.
C6356
2010
PERSONAL NAME - SECONDARY RESPONSIBILITY
Maulik, Ujjwal
Bandyopadhyay, Sanghamitra,1968-
Wang, Jason T. L
ORIGINATING SOURCE
Country
ایران
ELECTRONIC LOCATION AND ACCESS
Host name
Computational intelligence and pattern analysis in biological informatics edited by Ujjwal Maulik, Sanghamitra Bandyopadhyay, Jason T.L Wang