Screen LibraryComputational knowledge discovery for bioinformatics research /
"This book discusses the most significant research and latest practices in computational knowledge discovery approaches to bioinformatics in a cross-disciplinary manner that is useful for researchers, practitioners, academicians, mathematicians, statisticians, and computer scientists involved i...
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| Corporate Authors: | |
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| Group Author: | ; |
| Published: |
IGI Global,
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| Publisher Address: | Hershey, Pa. : |
| Publication Dates: | 2012. |
| Literature type: | eBook |
| Language: | English |
| Subjects: | |
| Online Access: |
http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/978-1-4666-1785-8 |
| Summary: |
"This book discusses the most significant research and latest practices in computational knowledge discovery approaches to bioinformatics in a cross-disciplinary manner that is useful for researchers, practitioners, academicians, mathematicians, statisticians, and computer scientists involved in the many facets of bioinformatics"--Provided by publisher. |
| Carrier Form: | PDFs (382 pages) : illustrations |
| Bibliography: | Includes bibliographical references. |
| ISBN: | 9781466617865 (ebook) |
| Access: | Restricted to subscribers or individual electronic text purchasers. |
| Index Number: | QH324 |
| CLC: | Q811.4-39 |
| Contents: | Identification of distinguishing motifs / Wangsen Feng, Lusheng Wang -- Mapping Affymetrix microarray probes to the rat genome via a persistent index / Susan Fairley ... [et al.] -- Improving prediction accuracy via subspace modeling / Majid Masso -- Characterization and classification of local protein surfaces using self-organizing map / Lee Sael, Daisuke Kihara -- Clustering genes using heterogeneous data sources / Erliang Zeng ... [et al.] -- Efficient mining frequent closed discriminative biclusters by sample-growth: the FDCluster approach / Miao Wang ... [et al.] -- Wave-SOM: a novel wavelet-based clustering algorithm for analysis of gene expression patterns / Andrew Blanchard ... [et al.] -- Mining frequent boolean expressions: application to gene expression and regulatory modeling / Mohammed Zaki, Naren Ramakrishnan, Lizhuang Zhao -- Bioinformatics methods for studying MicroRNA and ARE-mediated regulation of post-transcriptional gene expression / Richipal Singh Bindra, Jason T. L. Wang, Paramjeet Singh Bagga -- Prediction of protein-protein interactions between human host and two mycobacterial organisms / Oruganty Krishnadev, Shveta Bisht, Narayanaswamy Srinivasan -- A transfer learning approach and selective integration of multiple types of assays for biological network inference / Tsuyoshi Kato ... [et al.] -- Incorporating network topology improves prediction of protein interaction networks from transcriptomic data / Peter E. Larsen, Frank Collart, Yang Dai -- Mining protein interactome networks to measure interaction reliability and select hub proteins / Young-Rae Cho, Aidong Zhang -- Finding minimum reaction cuts of metabolic networks under a boolean model / Takeyuki Tamura, Kazuhiro Takemoto, Tatsuya Akutsu -- New trends in graph mining: structural and node-colored network motifs / Francesco Bruno, Luigi Palopoli, Simona E. Rombo -- Discriminative subgraph mining for protein classification / Ning Jin, Calvin Young, Wei Wang -- Infer species phylogenies using self-organizing maps / Xiaoxu Han -- SPCCTDM, a catalogue for analysis of therapeutic drug monitoring related contents / Sven Ulrich ... [et al.] -- Hierarchical density-based clustering of white matter tracts in the human brain / Junming Shao ... [et al.] -- Revealing the origin and nature of drug resistance of dynamic tumour systems / Ricardo Santiago-Mozos, Imtiaz A. Khan, Michael G. Madden. |