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

Format:

Book

Conference/Event

Contributor:

Butenko, Sergiy.

Chaovalitwongse, W. Art.

Pardalos, P. M. (Panos M.), 1954-

Conference Name:

DIMACS Workshop on Clustering Problems in Biological Networks (2006 : Rutgers University)

Language:

English

Subjects (All):

Biology--Mathematical models--Congresses.

Biology.

Cluster analysis--Congresses.

Cluster analysis.

Physical Description:

1 online resource (347 p.)

Edition:

1st ed.

Place of Publication:

New Jersry : World Scientific, c2009.

Language Note:

English

Summary:

This volume presents a collection of papers dealing with various aspects of clustering in biological networks and other related problems in computational biology. It consists of two parts, with the first part containing surveys of selected topics and the second part presenting original research contributions. This book will be a valuable source of material to faculty, students, and researchers in mathematical programming, data analysis and data mining, as well as people working in bioinformatics, computer science, engineering, and applied mathematics. In addition, the book can be used as a sup

Contents:

Fixed-parameter algorithms for graph-modeled data clustering / F. Huffner, 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 ... [et al.]

Graph-based approaches for motif discovery / E. Zaslavsky

Statistical clustering analysis : an introduction / H. Zhang

Diversity graphs / P. Blain ... [et al.]

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 ... [et al.]

A novel similarity-based modularity function for graph partitioning / Z. Feng ... [et al.]

Mechanism-based clustering of genome-wide RNA levels : roles of transcription and transcript-degradation rates / S. Ji ... [et al.]

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 ... [et al.]

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.

Notes:

"This volume presents a collection of papers, several of which have been presented at DIMACS Workshop on Clustering Problems in Biological Networks that took place at Rutgers University on May-11, 2006"-- P. viii.

Includes bibliographical references and index.

ISBN:

9786612441301

9781282441309

1282441302

9789812771667

9812771662

OCLC:

608624721