Advanced data mining technologies in bioinformatics:
"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"--Résumé de l'éditeur.
Saved in:
| Format: | Book |
|---|---|
| Language: | English |
| Published: |
Hershey [u.a.]
Idea Group Publ.
2006
|
| Subjects: | |
| Online Access: | Inhaltsverzeichnis |
| 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"--Résumé de l'éditeur. |
| Physical Description: | X, 329 S Ill., graph. Darst. |
| ISBN: | 1591408644 1591408636 |
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| adam_text | Advanced Data Mining
Technologies in Bioinformatics
Table of Contents
Preface vi
Chapter I
Introduction to Data Mining in Bioinformatics 1
Hui-Huang Hsu, Tamkang University, Taipei, Taiwan
Chapter II
Hierarchical Profiling, Scoring and Applications in Bioinformatics 13
Li Liao, University of Delaware, USA
Chapter III
Com binatorial Fusion Analysis: Methods and Practices of Com bining Multiple
Scoring Systems 32
D. Frank Hsu, Fordham University, USA
Yun-Sheng Chung, National Tsing Hua University, Taiwan
Bruce S. Kristal, Burke Medical Research Institute and weill Medical College of
Cornell University, USA
Chapter IV
DN A Sequence Visualization 63
Hsuan T. Chang, National Yunlin University of Science and Technology,
Taiwan
Chapter V
ProteomicswithMassSpectrometry 85
Simon Lin, Northwestern University, USA
Salvatore Mungal, Duke University Medical Center, USA
Richard Haney, Duke University Medical Center, USA
Edward F. Patz, Jr., Duke University Medical Center, USA
Patrick McConnell, Duke University Medical Center, USA
ChapterVI
Efficient and Robust Analysis of Large Phylogenetic Datasets 104
Sven Rahmann, Bielefeld University, Germany
Tobias Mtiller, University of Wurzburg, Germany
Thomas Dandekar, University of Wurzburg, Germany
Matthias Wolf, University of Wurzburg, Germany
Chapter VII
Algorithmic Aspects of Protein Threading 118
Tatsuya Akutsu, Kyoto University, Japan
Chapter VIII
Pattern Differentiations and Form ulations for Heterogeneous Genom ic Data
through Hybrid Approaches 136
Arpad Kelemen, The State University of New York at Buffalo, USA
Niagra University, USA
Yulan Liang, The State University of New York at Buffalo, USA
Chapter IX
Parameterless Clustering Techniques for Gene Expression Analysis 155
Vincent S. Tseng, National Cheng Kung University, Taiwan
Ching-Pin Kao, National Cheng Kung University, Taiwan
ChapterX
Joint Discriminatory Gene Selection for Molecular Classification of Cancer 174
Junying Zhang, Xidian University, China
ChapterXI
A Haplotype Analysis System for Genes Discovery of Common Diseases 214
Takashi Kido, HuBit Genomix, Inc., Japan
Chapter XII
A Bayesian Framework for 1 m proving Clustering Accuracy of Protein
Sequences Based on Association Rules 231
Peng-Yeng Yin, National Chi Nan University, Taiwan
Shyong-Jian Shyu, Ming Chuan University, Taiwan
Guan-Shieng Huang, National Chi Nan University, Taiwan
Shuang-Te Liao, Ming Chuan University, Taiwan
Chapter Xlll
In Silico Recognition of Protein-Protein Interactions: Theory and Applications.... 248
Byung-Hoon Park, Oak Ridge National Laboratory, USA
Phuongan Dam, University of Georgia, USA
Chongle Pan, University of Tennessee, USA
YingXu, University of Georgia, USA
Al Geist, Oak Ridge National Laboratory, USA
Grant Heffelfinger, Sandia National Laboratories, USA
Nagiza F. Samatova, Oak Ridge National Laboratory, USA
Chapter XIV
Differntial Association Rules: Understanding Annotations in Protein Interaction
Networks 269
Christopher Besemann, North Dakota State University, USA
Anne Dent on, North Dakota State University, USA
Ajay Yekkirala, North Dakota State University, USA
Ron Hutchison, The Richard Stockton College of New Jersey, USA
Marc Anderson, North Dakota State University, USA
Chapter XV
Mining BioLiterature: Toward Automatic Annotation of Genes and Proteins 283
Francisco M. Couto, Universidade de Lisboa, Portugal
Mario J. Silva, Universidade de Lisboa, Portugal
Chapter XVI
ComparativeGenome Annotation Systems 296
Kwangmin Choi, Indiana University, USA
Sun Kim, Indiana University, USA
About the Authors 314
Index 324
|
| adam_txt |
Advanced Data Mining
Technologies in Bioinformatics
Table of Contents
Preface vi
Chapter I
Introduction to Data Mining in Bioinformatics 1
Hui-Huang Hsu, Tamkang University, Taipei, Taiwan
Chapter II
Hierarchical Profiling, Scoring and Applications in Bioinformatics 13
Li Liao, University of Delaware, USA
Chapter III
Com binatorial Fusion Analysis: Methods and Practices of Com bining Multiple
Scoring Systems 32
D. Frank Hsu, Fordham University, USA
Yun-Sheng Chung, National Tsing Hua University, Taiwan
Bruce S. Kristal, Burke Medical Research Institute and weill Medical College of
Cornell University, USA
Chapter IV
DN A Sequence Visualization 63
Hsuan T. Chang, National Yunlin University of Science and Technology,
Taiwan
Chapter V
ProteomicswithMassSpectrometry 85
Simon Lin, Northwestern University, USA
Salvatore Mungal, Duke University Medical Center, USA
Richard Haney, Duke University Medical Center, USA
Edward F. Patz, Jr., Duke University Medical Center, USA
Patrick McConnell, Duke University Medical Center, USA
ChapterVI
Efficient and Robust Analysis of Large Phylogenetic Datasets 104
Sven Rahmann, Bielefeld University, Germany
Tobias Mtiller, University of Wurzburg, Germany
Thomas Dandekar, University of Wurzburg, Germany
Matthias Wolf, University of Wurzburg, Germany
Chapter VII
Algorithmic Aspects of Protein Threading 118
Tatsuya Akutsu, Kyoto University, Japan
Chapter VIII
Pattern Differentiations and Form ulations for Heterogeneous Genom ic Data
through Hybrid Approaches 136
Arpad Kelemen, The State University of New York at Buffalo, USA
Niagra University, USA
Yulan Liang, The State University of New York at Buffalo, USA
Chapter IX
Parameterless Clustering Techniques for Gene Expression Analysis 155
Vincent S. Tseng, National Cheng Kung University, Taiwan
Ching-Pin Kao, National Cheng Kung University, Taiwan
ChapterX
Joint Discriminatory Gene Selection for Molecular Classification of Cancer 174
Junying Zhang, Xidian University, China
ChapterXI
A Haplotype Analysis System for Genes Discovery of Common Diseases 214
Takashi Kido, HuBit Genomix, Inc., Japan
Chapter XII
A Bayesian Framework for 1 m proving Clustering Accuracy of Protein
Sequences Based on Association Rules 231
Peng-Yeng Yin, National Chi Nan University, Taiwan
Shyong-Jian Shyu, Ming Chuan University, Taiwan
Guan-Shieng Huang, National Chi Nan University, Taiwan
Shuang-Te Liao, Ming Chuan University, Taiwan
Chapter Xlll
In Silico Recognition of Protein-Protein Interactions: Theory and Applications. 248
Byung-Hoon Park, Oak Ridge National Laboratory, USA
Phuongan Dam, University of Georgia, USA
Chongle Pan, University of Tennessee, USA
YingXu, University of Georgia, USA
Al Geist, Oak Ridge National Laboratory, USA
Grant Heffelfinger, Sandia National Laboratories, USA
Nagiza F. Samatova, Oak Ridge National Laboratory, USA
Chapter XIV
Differntial Association Rules: Understanding Annotations in Protein Interaction
Networks 269
Christopher Besemann, North Dakota State University, USA
Anne Dent on, North Dakota State University, USA
Ajay Yekkirala, North Dakota State University, USA
Ron Hutchison, The Richard Stockton College of New Jersey, USA
Marc Anderson, North Dakota State University, USA
Chapter XV
Mining BioLiterature: Toward Automatic Annotation of Genes and Proteins 283
Francisco M. Couto, Universidade de Lisboa, Portugal
Mario J. Silva, Universidade de Lisboa, Portugal
Chapter XVI
ComparativeGenome Annotation Systems 296
Kwangmin Choi, Indiana University, USA
Sun Kim, Indiana University, USA
About the Authors 314
Index 324 |
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| spelling | Advanced data mining technologies in bioinformatics Hui-Huang Hsu Hershey [u.a.] Idea Group Publ. 2006 X, 329 S Ill., graph. Darst. txt rdacontent n rdamedia nc rdacarrier "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"--Résumé de l'éditeur. Bio-informatique Exploration de données (Informatique) Data Mining (DE-588)4428654-5 gnd rswk-swf Bioinformatik (DE-588)4611085-9 gnd rswk-swf Bioinformatik (DE-588)4611085-9 s Data Mining (DE-588)4428654-5 s DE-604 Hsu, Hui-Huang Sonstige oth HBZ Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=014659007&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
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| title | Advanced data mining technologies in bioinformatics |
| title_auth | Advanced data mining technologies in bioinformatics |
| title_exact_search | Advanced data mining technologies in bioinformatics |
| title_exact_search_txtP | Advanced data mining technologies in bioinformatics |
| title_full | Advanced data mining technologies in bioinformatics Hui-Huang Hsu |
| title_fullStr | Advanced data mining technologies in bioinformatics Hui-Huang Hsu |
| title_full_unstemmed | Advanced data mining technologies in bioinformatics Hui-Huang Hsu |
| title_short | Advanced data mining technologies in bioinformatics |
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