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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
Biology --- Cluster analysis --- Mathematical models --- Biology - Mathematical models - Congresses --- Cluster analysis - Congresses
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Cluster analysis --- Pattern perception --- Classification automatique (Statistique) --- Perception des structures --- Congresses --- Congrès --- Congrès --- Cluster analysis - Congresses --- Pattern perception - Congresses
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Atomic structure --- Cluster analysis --- Crystals --- Electronic structure --- Structure atomique --- Classification automatique (Statistique) --- Structure électronique --- Congresses --- Electrical properties --- Optical properties --- Congrès --- Crystal optics --- Electric properties --- Atomic structure - Congresses --- Electronic structure - Congresses --- Crystals - Electric properties - Congresses --- Crystal optics - Congresses --- Cluster analysis - Congresses
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Biomathematics. Biometry. Biostatistics --- Mathematical statistics --- Discriminant analysis --- Cluster analysis --- Congresses --- -519.237.8 --- 519.2 --- Analysis, Discriminant --- Classification theory (Statistics) --- Discrimination theory (Statistics) --- Multivariate analysis --- Congresses. --- Probability. Mathematical statistics --- 519.2 Probability. Mathematical statistics --- 519.237.8 --- Statistique mathématique --- Analyse multivariée --- Congresses and conventions --- Congrès et conférences --- Discriminant analysis - Congresses --- Cluster analysis - Congresses --- Statistique mathematique --- Analyse multivariee
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Chemistry, Physical and theoretical --- Cluster analysis --- Condensed matter --- Surface chemistry --- Chimie physique et théorique --- Classification automatique (Statistique) --- Matière condensée --- Chimie des surfaces --- Congresses --- Congrès --- Congresses. --- Chimie physique et théorique --- Matière condensée --- Congrès --- Condensed matter - Congresses. --- Surface chemistry - Congresses. --- Cluster analysis - Congresses. --- Chemistry, Physical and theoretical - Congresses.
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The present volume contains a selection of papers presented at the Eighth Conference of the International Federation of Classification Societies (IFCS) which was held in Cracow, Poland, July 16-19, 2002. All originally submitted papers were subject to a reviewing process by two independent referees, a procedure which resulted in the selection of the 53 articles presented in this volume. These articles relate to theoretical investigations as well as to practical applications and cover a wide range of topics in the broad domain of classifi cation, data analysis and related methods. If we try to classify the wealth of problems, methods and approaches into some representative (partially over lapping) groups, we find in particular the following areas: • Clustering • Cluster validation • Discrimination • Multivariate data analysis • Statistical methods • Symbolic data analysis • Consensus trees and phylogeny • Regression trees • Neural networks and genetic algorithms • Applications in economics, medicine, biology, and psychology. Given the international orientation of IFCS conferences and the leading role of IFCS in the scientific world of classification, clustering and data anal ysis, this volume collects a representative selection of current research and modern applications in this field and serves as an up-to-date information source for statisticians, data analysts, data mining specialists and computer scientists.
Cluster analysis --- Pattern perception --- Mathematical statistics --- #SBIB:303H520 --- 681.3*H2 --- 681.3*H2 Database management: security; integrity; protection--See also {?681.5*E5} --- Database management: security; integrity; protection--See also {?681.5*E5} --- Methoden sociale wetenschappen: techniek van de analyse, algemeen --- Database management. --- Probabilities. --- Applied mathematics. --- Engineering mathematics. --- Statistics . --- Mathematical statistics. --- Database Management. --- Probability Theory and Stochastic Processes. --- Applications of Mathematics. --- Statistical Theory and Methods. --- Probability and Statistics in Computer Science. --- Statistics for Business, Management, Economics, Finance, Insurance. --- Statistical analysis --- Statistical data --- Statistical methods --- Statistical science --- Mathematics --- Econometrics --- Engineering --- Engineering analysis --- Mathematical analysis --- Probability --- Statistical inference --- Combinations --- Chance --- Least squares --- Risk --- Data base management --- Data services (Database management) --- Database management services --- DBMS (Computer science) --- Generalized data management systems --- Services, Database management --- Systems, Database management --- Systems, Generalized database management --- Electronic data processing --- Statistics, Mathematical --- Statistics --- Probabilities --- Sampling (Statistics) --- Cluster analysis - Congresses. --- Pattern perception - Congresses. --- Mathematical statistics - Congresses.
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