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Clustering challenges in biological networks / editors, Sergiy Butenko, W. Art Chaovalitwongse, Panos M. Pardalos.

Contributor(s): Butenko, Sergiy | Chaovalitwongse, W. Art | Pardalos, P. M. (Panos M.), 1954- | DIMACS Workshop on Clustering Problems in Biological Networks (2006 : Rutgers University)Material type: TextTextPublication details: New Jersry : World Scientific, ©2009. Description: 1 online resource (xii, 334 pages) : illustrations (some color)Content type: text Media type: computer Carrier type: online resourceISBN: 9789812771667; 9812771662; 1282441302; 9781282441309Subject(s): Biology -- Mathematical models -- Congresses | Cluster analysis -- Congresses | NATURE -- Reference | SCIENCE -- Life Sciences -- General | SCIENCE -- Life Sciences -- Biology | Biology -- Mathematical models | Cluster analysis | Health & Biological Sciences | Biology - General | BiologyGenre/Form: Electronic books. | Conference papers and proceedings. | Electronic books. Additional physical formats: Print version:: Clustering challenges in biological networks.DDC classification: 570.1/5118 LOC classification: QH323.5 | .C58 2009ebOnline resources: Click here to access online
Contents:
Fixed-parameter algorithms for graph-modeled data clustering / F. Hüffner, R. Niedemeier and S. Wernicke -- Probabilistic distance clustering : algorithm and applications / C. Iyigun and A. Ben-Israel -- Analysis of regulatory and interaction networks from clusters of co-expressed genes / E. Yang [and others] -- Graph-based approaches for motif discovery / E. Zaslavsky -- Statistical clustering analysis : an introduction / H. Zhang -- Diversity graphs / P. Blain [and others] -- Identifying critical nodes in protein-protein interaction networks / V. Boginski and C.W. Commander -- Faster algorithms for constructing a concept (Galois) lattice / V. Choi -- A projected clustering algorithm and its biomedical application / P. Deng, Q. Ma and W. Wu -- Graph algorithms for integrated biological analysis, with applications to Type 1 diabetes data / J.D. Eblen [and others] -- A novel similarity-based modularity function for graph partitioning / Z. Feng [and others] -- Mechanism-based clustering of genome-wide RNA levels : roles of transcription and transcript-degradation rates / S. Ji [and others] -- The complexity of feature selection for consistent biclustering / O.E. Kundakcioglu and P.M. Pardalos -- Clustering electroencephalogram recordings to study mesial temporal lobe epilepsy / C.-C. Liu [and others] -- Relating subjective and objective pharmacovigilance association measures / R.K. Pearson -- A novel clustering approach : global optimum search with enhanced positioning / M.P. Tan and C.A. Floudas.
Summary: This text offers introductory knowledge of a wide range of clustering and other quantitative techniques used to solve biological problems.
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Includes bibliographical references and index.

Fixed-parameter algorithms for graph-modeled data clustering / F. Hüffner, R. Niedemeier and S. Wernicke -- Probabilistic distance clustering : algorithm and applications / C. Iyigun and A. Ben-Israel -- Analysis of regulatory and interaction networks from clusters of co-expressed genes / E. Yang [and others] -- Graph-based approaches for motif discovery / E. Zaslavsky -- Statistical clustering analysis : an introduction / H. Zhang -- Diversity graphs / P. Blain [and others] -- Identifying critical nodes in protein-protein interaction networks / V. Boginski and C.W. Commander -- Faster algorithms for constructing a concept (Galois) lattice / V. Choi -- A projected clustering algorithm and its biomedical application / P. Deng, Q. Ma and W. Wu -- Graph algorithms for integrated biological analysis, with applications to Type 1 diabetes data / J.D. Eblen [and others] -- A novel similarity-based modularity function for graph partitioning / Z. Feng [and others] -- Mechanism-based clustering of genome-wide RNA levels : roles of transcription and transcript-degradation rates / S. Ji [and others] -- The complexity of feature selection for consistent biclustering / O.E. Kundakcioglu and P.M. Pardalos -- Clustering electroencephalogram recordings to study mesial temporal lobe epilepsy / C.-C. Liu [and others] -- Relating subjective and objective pharmacovigilance association measures / R.K. Pearson -- A novel clustering approach : global optimum search with enhanced positioning / M.P. Tan and C.A. Floudas.

This text offers introductory knowledge of a wide range of clustering and other quantitative techniques used to solve biological problems.

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