Advanced Data Mining Technologies in Bioinformatics

by Hsu, Hui-Huang

• ISBN13: 9781591408642
• ISBN10: 1591408644
• Format: Paperback
• Copyright: 2006-05-31
• Publisher: Igi Global

Summary

"This book covers research topics of data mining on bioinformatics presenting the basics and problems of bioinformatics and applications of data mining technologies pertaining to the field"--Provided by publisher.

Table of Contents

Preface	vi
Introduction to Data Mining in Bioinformatics	1	(12)
Hui-Huang Hsu
Hierarchical Profiling, Scoring and Applications in Bioinformatics	13	(19)
Li Liao
Combinatorial Fusion Analysis: Methods and Practices of Combining Multiple Scoring Systems	32	(31)
D. Frank Hsu
Yun-Sheng Chung
Bruce S. Kristal
DNA Sequence Visualization	63	(22)
Hsuan T. Chang
Proteomics with Mass Spectrometry	85	(19)
Simon Lin
Salvatore Mungal
Richard Haney
Edward F. Patz, Jr.
Patrick McConnell
Efficient and Robust Analysis of Large Phylogenetic Datasets	104	(14)
Sven Rahmann
Tobias Muller
Thomas Dandekar
Matthias Wolf
Algorithmic Aspects of Protein Threading	118	(18)
Tatsuya Akutsu
Pattern Differentiations and Formulations for Heterogeneous Genomic Data through Hybrid Approaches	136	(19)
Arpad Kelemen
Yulan Liang
Parameterless Clustering Techniques for Gene Expression Analysis	155	(19)
Vincent S. Tseng
Ching-Pin Kao
Joint Discriminatory Gene Selection for Molecular Classification of Cancer	174	(40)
Junying Zhang
A Haplotype Analysis System for Genes Discovery of Common Diseases	214	(17)
Takashi Kido
A Bayesian Framework for Improving Clustering Accuracy of Protein Sequences Based on Association Rules	231	(17)
Peng-Yeng Yin
Shyong-Jian Shyu
Guan-Shieng Huang
Shuang-Te Liao
In Silico Recognition of Protein-Protein Interactions: Theory and Applications	248	(21)
Byung-Hoon Park
Phuongan Dam
Chongle Pan
Ying Xu
Al Geist
Grant Heffelfinger
Nagiza F. Samatova
Differntial Association Rules: Understanding Annotations in Protein Interaction Networks	269	(14)
Christopher Besemann
Anne Denton
Ajay Yekkirala
Ron Hutchison
Marc Anderson
Mining BioLiterature: Toward Automatic Annotation of Genes and Proteins	283	(13)
Francisco M. Couto
Mario J. Silva
Comparative Genome Annotation Systems	296	(18)
Kwangmin Choi
Sun Kim
About the Authors	314	(10)
Index	324