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Title Biological data mining and its applications in healthcare / editors: Xiaoli Li (A*STAR, Singapore & Nanyang Technological University, Singapore), See-Kiong Ng (A*STAR, Singapore), & Jason T.L. Wang (New Jersey Institute of Technology, USA).

Published New Jersey : World Scientific, 2014.


Location Call No. Status
 UniM BioMed  610.285 BIOL    AVAILABLE
Physical description xvi, 420 pages : illustrations ; 24 cm.
Series Science, engineering, and biology informatics ; volume 8.
Science, engineering, and biology informatics ; v. 8.
Bibliography Includes bibliographical references and index.
Contents Machine generated contents note: pt. I Sequence Analysis -- Mining the Sequence Databases for Homology Detection: Application to Recognition of Functions of Trypanosoma brucei brucei Proteins and Drug Targets / N. Srinivasan -- Identification of Genes and their Regulatory Regions Based on Multiple Physical and Structural Properties of a DNA Sequence / Hong Yon -- Mining Genomic Sequence Data for Related Sequences Using Pairwise Statistical Significance / Yunbo Rao -- pt. II Biological Network Mining -- Indexing for Similarity Queries on Biological Networks / Tamer Kahveci -- Theory and Method of Completion for a Boolean Regulatory Network Using Observed Data / Tatsuya Akutsu -- Mining Frequent Subgraph Patterns for Classifying Biological Data / Saeed Salem -- On the Integration of Prior Knowledge in the Inference of Regulatory Networks / Gianluca Bontempi -- pt. III Classification, Trend Analysis and 3D Medical Images --
Contents note continued: Classification and its Application to Drug-Target Prediction / Xiao-Li Li -- Characterization and Prediction of Human Protein-Protein Interactions / Daisuke Kihara -- Trend Analysis / Jake Yue Chen -- Data Acquisition and Preprocessing on Three Dimensional Medical Images / Jin Chen -- pt. IV Text Mining and its Biomedical Applications -- Text Mining in Biomedicine and Healthcare / Wen-Lian Hsu -- Learning to Rank Biomedical Documents with only Positive and Unlabeled Examples: A Case Study / Jason T. L. Wang -- Automated Mining of Disease-Specific Protein Interaction Networks Based on Biomedical Literature / Vladimir B. Bajic.
Other author Li, Xiao-Li, 1969- editor.
Ng, See-Kiong, editor.
Wang, Jason T. L., editor.
Subject Medical informatics.
Data mining.
ISBN 9789814551007 (hardcover : alk. paper)
9814551007 (hardcover : alk. paper)