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Data mining for biomedical applications : PAKDD 2006 workshop, BioDM 2006, Singapore, April 9, 2006 : proceedings / Jinyan Li, Qiang Yang, Ah-Hwee Tan (eds.).

By: (1st : Workshop on Data Mining for Biomedical Applications (1st : 2006 : Singapore)Contributor(s): Li, Jinyan, Ph. D | Yang, Qiang, 1961- | Tan, Ah-Hwee | Pacific-Asia Conference on Knowledge Discovery and Data Mining (10th : 2006 : Singapore)Material type: TextTextSeries: Serienbezeichnung | Lecture notes in computer science ; 3916. | Lecture notes in computer science. Lecture notes in bioinformatics.Publisher: Berlin ; New York : Springer, ©2006Description: 1 online resource (viii, 154 pages) : illustrationsContent type: text Media type: computer Carrier type: online resourceISBN: 9783540331056; 3540331050; 3540331042; 9783540331049Other title: PAKDD 2006 workshop | BioDM 2006Subject(s): Bioinformatics -- Congresses | Data mining -- Congresses | Computational Biology | Cluster Analysis | Databases, Genetic | Gene Expression Profiling | Biologie -- Recherche -- Congrès | Médecine -- Recherche -- Congrès | Exploration de données (Informatique) -- Congrès | TECHNOLOGY & ENGINEERING -- Biomedical | MEDICAL -- Family & General Practice | MEDICAL -- Allied Health Services -- Medical Technology | MEDICAL -- Biotechnology | MEDICAL -- Lasers in Medicine | Artificial intelligence -- Medical applications | Medical informatics | Data mining | Informatique | Bioinformatics | Data mining | bioinformatics | gezondheid | health | informatieontsluiting | information retrieval | informatieopslag | information storage | waarschijnlijkheid | probability | statistiek | statistics | computerwetenschappen | computer sciences | kunstmatige intelligentie | artificial intelligence | databasebeheer | database management | informatica | informatics | Information and Communication Technology (General) | Informatie- en communicatietechnologie (algemeen)Genre/Form: Congress | Electronic books. | Conference papers and proceedings. Additional physical formats: Print version:: Data mining for biomedical applications.DDC classification: 610.285 LOC classification: R858.A2 | B57 2006NLM classification: 2006 F-176 | QU 26.5Other classification: R318. 04-532 Online resources: Click here to access online
Contents:
Exploiting indirect neighbours and topological weight to predict protein function from protein-protein interactions / Hon Nian Chua, Wing-Kin Sung and Limsoon Wong -- A database search algorithm for identification of peptides with multiple charges using tandem mass spectrometry / Kang Ning, Ket Fah Chong and Hon Wai Leong -- Filtering bio-sequence based on sequence descriptor / Te-Wen Hsieh, Huang-Cheng Kuo and Jen-Peng Huang -- Automatic extraction of genomic glossary triggered by query / Jiao Li and Xiaoyan Zhu -- Frequent subsequence-based protein localization / Osmar R. Zaiane [and others] -- gTRICLUSTER : a more general and effective 3D clustering algorithm for gene-sample-time microarray data / Haoliang Jiang [and others] -- Automatic orthologous-protein-clustering from multiple complete-genomes by the best reciprocal BLAST hits / Sunshin Kim, Kwang Su Jung and Keun Ho Ryu -- A novel clustering method for analysis of gene microarray expression data / Fei Luo and Juan Liu -- Heterogeneous clustering ensemble method for combining different cluster results / Hye-Sung Yoon [and others] -- Rule learning for disease-specific biomarker discovery from clinical proteomic mass spectra / Vanathi Gopalakrishnan [and others] -- Machine learning techniques and chi-square feature selection for cancer classification using SAGE gene expression profiles / Xin Jin [and others] -- Generation of comprehensible hypotheses from gene expression data / Yuan Jiang, Ming Li and Zhi-Hua Zhou -- Classification of brain glioma by using SVMs bagging with feature selection / Guo-Zheng Li, Tian-Yu Liu and Victor S. Cheng -- Missing value imputation framework for microarray significant gene selection and class prediction / Muhammad Shoaib B. Sehgal, Iqbal Gondal and Laurence Dooley -- Informative microRNA expression patterns for cancer classification / Yun Zheng and Chee Keong Kwoh.
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" ... contains the papers selected for presentation at the First Workshop on Data Mining for Biomedical Applications (BioDM 2006) held in Singapore on April 9, 2006. The workshop was held in conjunction with the 10th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2006)"--Preface.

Includes bibliographical references and index.

Exploiting indirect neighbours and topological weight to predict protein function from protein-protein interactions / Hon Nian Chua, Wing-Kin Sung and Limsoon Wong -- A database search algorithm for identification of peptides with multiple charges using tandem mass spectrometry / Kang Ning, Ket Fah Chong and Hon Wai Leong -- Filtering bio-sequence based on sequence descriptor / Te-Wen Hsieh, Huang-Cheng Kuo and Jen-Peng Huang -- Automatic extraction of genomic glossary triggered by query / Jiao Li and Xiaoyan Zhu -- Frequent subsequence-based protein localization / Osmar R. Zaiane [and others] -- gTRICLUSTER : a more general and effective 3D clustering algorithm for gene-sample-time microarray data / Haoliang Jiang [and others] -- Automatic orthologous-protein-clustering from multiple complete-genomes by the best reciprocal BLAST hits / Sunshin Kim, Kwang Su Jung and Keun Ho Ryu -- A novel clustering method for analysis of gene microarray expression data / Fei Luo and Juan Liu -- Heterogeneous clustering ensemble method for combining different cluster results / Hye-Sung Yoon [and others] -- Rule learning for disease-specific biomarker discovery from clinical proteomic mass spectra / Vanathi Gopalakrishnan [and others] -- Machine learning techniques and chi-square feature selection for cancer classification using SAGE gene expression profiles / Xin Jin [and others] -- Generation of comprehensible hypotheses from gene expression data / Yuan Jiang, Ming Li and Zhi-Hua Zhou -- Classification of brain glioma by using SVMs bagging with feature selection / Guo-Zheng Li, Tian-Yu Liu and Victor S. Cheng -- Missing value imputation framework for microarray significant gene selection and class prediction / Muhammad Shoaib B. Sehgal, Iqbal Gondal and Laurence Dooley -- Informative microRNA expression patterns for cancer classification / Yun Zheng and Chee Keong Kwoh.

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