Algorithmes De Classification

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New Approaches in Classification and Data Analysis

Author : Edwin Diday
Publisher : Springer Science & Business Media
ISBN 13 : 3642511759
Total Pages : 695 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis New Approaches in Classification and Data Analysis by : Edwin Diday

Download or read book New Approaches in Classification and Data Analysis written by Edwin Diday and published by Springer Science & Business Media. This book was released on 2013-03-14 with total page 695 pages. Available in PDF, EPUB and Kindle. Book excerpt: The subject of this book is the analysis and processing of structural or quantitative data with emphasis on classification methods, new algorithms as well as applications in various fields related to data analysis and classification. The book presents the state of the art in world-wide research and application of methods from the fields indicated above and consists of survey papers as well as research papers.

Towards a General Theory of Classifications

Author : Daniel Parrochia
Publisher : Springer Science & Business Media
ISBN 13 : 3034806094
Total Pages : 322 pages
Book Rating : 4.0/5 (348 download)

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Book Synopsis Towards a General Theory of Classifications by : Daniel Parrochia

Download or read book Towards a General Theory of Classifications written by Daniel Parrochia and published by Springer Science & Business Media. This book was released on 2013-05-14 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is an essay on the epistemology of classifications. Its main purpose is not to provide an exposition of an actual mathematical theory of classifications, that is, a general theory which would be available to any kind of them: hierarchical or non-hierarchical, ordinary or fuzzy, overlapping or non-overlapping, finite or infinite, and so on, establishing a basis for all possible divisions of the real world. For the moment, such a theory remains nothing but a dream. Instead, the authors essentially put forward a number of key questions. Their aim is rather to reveal the “state of art” of this dynamic field and the philosophy one may eventually adopt to go further. To this end they present some advances made in the course of the last century, discuss a few tricky problems that remain to be solved, and show the avenues open to those who no longer wish to stay on the wrong track. Researchers and professionals interested in the epistemology and philosophy of science, library science, logic and set theory, order theory or cluster analysis will find this book a comprehensive, original and progressive introduction to the main questions in this field.

International Classification

Author :
Publisher :
ISBN 13 :
Total Pages : 420 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis International Classification by :

Download or read book International Classification written by and published by . This book was released on 1984 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: Journal on theory and practice of universal and special classification systems and thesauri.

Classification and Dissimilarity Analysis

Author : Bernard van Cutsem
Publisher : Springer Science & Business Media
ISBN 13 : 1461226864
Total Pages : 251 pages
Book Rating : 4.4/5 (612 download)

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Book Synopsis Classification and Dissimilarity Analysis by : Bernard van Cutsem

Download or read book Classification and Dissimilarity Analysis written by Bernard van Cutsem and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 251 pages. Available in PDF, EPUB and Kindle. Book excerpt: Classifying objects according to their likeness seems to have been a step in the human process of acquiring knowledge, and it is certainly a basic part of many of the sciences. Historically, the scientific process has involved classification and organization particularly in sciences such as botany, geology, astronomy, and linguistics. In a modern context, we may view classification as deriving a hierarchical clustering of objects. Thus, classification is close to factorial analysis methods and to multi-dimensional scaling methods. It provides a mathematical underpinning to the analysis of dissimilarities between objects.

Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering

Author : Israël César Lerman
Publisher : Springer
ISBN 13 : 1447167937
Total Pages : 664 pages
Book Rating : 4.4/5 (471 download)

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Book Synopsis Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering by : Israël César Lerman

Download or read book Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering written by Israël César Lerman and published by Springer. This book was released on 2016-03-24 with total page 664 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book offers an original and broad exploration of the fundamental methods in Clustering and Combinatorial Data Analysis, presenting new formulations and ideas within this very active field. With extensive introductions, formal and mathematical developments and real case studies, this book provides readers with a deeper understanding of the mutual relationships between these methods, which are clearly expressed with respect to three facets: logical, combinatorial and statistical. Using relational mathematical representation, all types of data structures can be handled in precise and unified ways which the author highlights in three stages: Clustering a set of descriptive attributes Clustering a set of objects or a set of object categories Establishing correspondence between these two dual clusterings Tools for interpreting the reasons of a given cluster or clustering are also included. Foundations and Methods in Combinatorial and Statistical Data Analysis and Clustering will be a valuable resource for students and researchers who are interested in the areas of Data Analysis, Clustering, Data Mining and Knowledge Discovery.

Réseaux véhiculaires : Modèles et algorithmes

Author : LABIOD Houda
Publisher : Lavoisier
ISBN 13 : 2746282909
Total Pages : 268 pages
Book Rating : 4.7/5 (462 download)

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Book Synopsis Réseaux véhiculaires : Modèles et algorithmes by : LABIOD Houda

Download or read book Réseaux véhiculaires : Modèles et algorithmes written by LABIOD Houda and published by Lavoisier. This book was released on 2013-09-01 with total page 268 pages. Available in PDF, EPUB and Kindle. Book excerpt: L’émergence des systèmes de transport intelligents est due principalement aux grands progrès technologiques dans les domaines des protocoles de communication sans fil, des systèmes embarqués et temps réel. Très prometteurs, ces derniers permettront d’offrir un large éventail de nouvelles applications, de nouveaux véhicules communicants et de définir un éco-système de mobilités diversifiées. Les caractéristiques inhérentes à ces systèmes posent de nouveaux challenges en termes de protocoles et d’architectures de communications. Les réseaux véhiculaires connaissent des évolutions récentes : cet ouvrage propose d’en traiter les problèmes critiques, à savoir le contrôle de congestion, le routage, le clustering, l’interconnexion entre le réseau véhiculaire et les réseaux LTE/LTE Advanced, le contrôle du trafic routier ou encore la simulation à travers les outils et la génération de traces de mobilité. D’approche analytique, cet ouvrage se présente comme la genèse d’un nouveau domaine qui est en train de bouleverser les modèles de transports dans nos sociétés.

Classification Algorithms for Codes and Designs

Author : Petteri Kaski
Publisher : Springer Science & Business Media
ISBN 13 : 3540289917
Total Pages : 415 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Classification Algorithms for Codes and Designs by : Petteri Kaski

Download or read book Classification Algorithms for Codes and Designs written by Petteri Kaski and published by Springer Science & Business Media. This book was released on 2006-02-03 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: A new starting-point and a new method are requisite, to insure a complete [classi?cation of the Steiner triple systems of order 15]. This method was furnished, and its tedious and di?cult execution und- taken, by Mr. Cole. F. N. Cole, L. D. Cummings, and H. S. White (1917) [129] The history of classifying combinatorial objects is as old as the history of the objects themselves. In the mid-19th century, Kirkman, Steiner, and others became the fathers of modern combinatorics, and their work – on various objects, including (what became later known as) Steiner triple systems – led to several classi?cation results. Almost a century earlier, in 1782, Euler [180] published some results on classifying small Latin squares, but for the ?rst few steps in this direction one should actually go at least as far back as ancient Greece and the proof that there are exactly ?ve Platonic solids. One of the most remarkable achievements in the early, pre-computer era is the classi?cation of the Steiner triple systems of order 15, quoted above. An onerous task that, today, no sensible person would attempt by hand calcu- tion. Because, with the exception of occasional parameters for which com- natorial arguments are e?ective (often to prove nonexistence or uniqueness), classi?cation in general is about algorithms and computation.

Machine Learning

Author : Peter Flach
Publisher : Cambridge University Press
ISBN 13 : 1107096391
Total Pages : 415 pages
Book Rating : 4.1/5 (7 download)

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Book Synopsis Machine Learning by : Peter Flach

Download or read book Machine Learning written by Peter Flach and published by Cambridge University Press. This book was released on 2012-09-20 with total page 415 pages. Available in PDF, EPUB and Kindle. Book excerpt: Covering all the main approaches in state-of-the-art machine learning research, this will set a new standard as an introductory textbook.

Orders: Description and Roles

Author : M. Pouzet
Publisher : Elsevier
ISBN 13 : 0080872107
Total Pages : 599 pages
Book Rating : 4.0/5 (88 download)

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Book Synopsis Orders: Description and Roles by : M. Pouzet

Download or read book Orders: Description and Roles written by M. Pouzet and published by Elsevier. This book was released on 1984-01-01 with total page 599 pages. Available in PDF, EPUB and Kindle. Book excerpt: Orders: Description and Roles

Methodologies of Pattern Recognition

Author : Satosi Watanabe
Publisher : Academic Press
ISBN 13 : 1483268985
Total Pages : 591 pages
Book Rating : 4.4/5 (832 download)

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Book Synopsis Methodologies of Pattern Recognition by : Satosi Watanabe

Download or read book Methodologies of Pattern Recognition written by Satosi Watanabe and published by Academic Press. This book was released on 2014-05-12 with total page 591 pages. Available in PDF, EPUB and Kindle. Book excerpt: Methodologies of Pattern Recognition is a collection of papers that deals with the two approaches to pattern recognition (geometrical and structural), the Robbins-Monro procedures, and the implications of interactive graphic computers for pattern recognition methodology. Some papers describe non-supervised learning in statistical pattern recognition, parallel computation in pattern recognition, and statistical analysis as a tool to make patterns emerge from data. One paper points out the importance of cluster processing in visual perception in which proximate points of similar brightness values form clusters. At higher levels of mental activity humans are efficient in clumping complex items into clusters. Another paper suggests a recognition method which combines versatility and an efficient noise-proofness in dealing with the two main problems in the field of recognition. These difficulties are the presence of a large variety of observed signals and the presence of interference. One paper reports on a possible feature selection for pattern recognition systems employing the minimization of population entropy. Electronic engineers, physicists, physiologists, psychologists, logicians, mathematicians, and philosophers will find great rewards in reading the above collection.

Data Classification

Author : Charu C. Aggarwal
Publisher : CRC Press
ISBN 13 : 1466586745
Total Pages : 710 pages
Book Rating : 4.4/5 (665 download)

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Book Synopsis Data Classification by : Charu C. Aggarwal

Download or read book Data Classification written by Charu C. Aggarwal and published by CRC Press. This book was released on 2014-07-25 with total page 710 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comprehensive Coverage of the Entire Area of Classification Research on the problem of classification tends to be fragmented across such areas as pattern recognition, database, data mining, and machine learning. Addressing the work of these different communities in a unified way, Data Classification: Algorithms and Applications explores the underlying algorithms of classification as well as applications of classification in a variety of problem domains, including text, multimedia, social network, and biological data. This comprehensive book focuses on three primary aspects of data classification: Methods-The book first describes common techniques used for classification, including probabilistic methods, decision trees, rule-based methods, instance-based methods, support vector machine methods, and neural networks. Domains-The book then examines specific methods used for data domains such as multimedia, text, time-series, network, discrete sequence, and uncertain data. It also covers large data sets and data streams due to the recent importance of the big data paradigm. Variations-The book concludes with insight on variations of the classification process. It discusses ensembles, rare-class learning, distance function learning, active learning, visual learning, transfer learning, and semi-supervised learning as well as evaluation aspects of classifiers.

Classification and Multivariate Analysis for Complex Data Structures

Author : Bernard Fichet
Publisher : Springer Science & Business Media
ISBN 13 : 3642133126
Total Pages : 460 pages
Book Rating : 4.6/5 (421 download)

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Book Synopsis Classification and Multivariate Analysis for Complex Data Structures by : Bernard Fichet

Download or read book Classification and Multivariate Analysis for Complex Data Structures written by Bernard Fichet and published by Springer Science & Business Media. This book was released on 2011-03-04 with total page 460 pages. Available in PDF, EPUB and Kindle. Book excerpt: The growing capabilities in generating and collecting data has risen an urgent need of new techniques and tools in order to analyze, classify and summarize statistical information, as well as to discover and characterize trends, and to automatically bag anomalies. This volume provides the latest advances in data analysis methods for multidimensional data which can present a complex structure: The book offers a selection of papers presented at the first Joint Meeting of the Société Francophone de Classification and the Classification and Data Analysis Group of the Italian Statistical Society. Special attention is paid to new methodological contributions from both the theoretical and the applicative point of views, in the fields of Clustering, Classification, Time Series Analysis, Multidimensional Data Analysis, Knowledge Discovery from Large Datasets, Spatial Statistics.

La génomique en biologie végétale

Author : Jean-François Morot-Gaudry
Publisher : Editions Quae
ISBN 13 : 9782738011671
Total Pages : 356 pages
Book Rating : 4.0/5 (116 download)

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Book Synopsis La génomique en biologie végétale by : Jean-François Morot-Gaudry

Download or read book La génomique en biologie végétale written by Jean-François Morot-Gaudry and published by Editions Quae. This book was released on 2004 with total page 356 pages. Available in PDF, EPUB and Kindle. Book excerpt: Cet ouvrage illustre de façon claire et pédagogique les méthodes et les concepts qui sont à la base des progrès de la génomique en biologie végétale (grands programmes internationaux de séquençage, outils de la bio-informatique, méthodes d'analyse de l'expression des gènes incluant leurs produits métaboliques finaux et leur spécificité tissulaire et/ou cellulaire). Il rend compte des applications potentielles de la génomique dans les domaines de la génétique et de l'amélioration des plantes, de l'écophysiologie et de l'agronomie. Ce livre s'adresse aux étudiants de fin d'études universitaires ou agronomiques, aux professeurs de l'enseignement supérieur, aux techniciens, aux ingénieurs et scientifiques qui souhaitent acquérir des connaissances en génomique végétale.

Data Analysis, Classification, and Related Methods

Author : Henk A.L. Kiers
Publisher : Springer Science & Business Media
ISBN 13 : 3642597890
Total Pages : 428 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Data Analysis, Classification, and Related Methods by : Henk A.L. Kiers

Download or read book Data Analysis, Classification, and Related Methods written by Henk A.L. Kiers and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 428 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains a selection of papers presented at the Seven~h Confer ence of the International Federation of Classification Societies (IFCS-2000), which was held in Namur, Belgium, July 11-14,2000. From the originally sub mitted papers, a careful review process involving two reviewers per paper, led to the selection of 65 papers that were considered suitable for publication in this book. The present book contains original research contributions, innovative ap plications and overview papers in various fields within data analysis, classifi cation, and related methods. Given the fast publication process, the research results are still up-to-date and coincide with their actual presentation at the IFCS-2000 conference. The topics captured are: • Cluster analysis • Comparison of clusterings • Fuzzy clustering • Discriminant analysis • Mixture models • Analysis of relationships data • Symbolic data analysis • Regression trees • Data mining and neural networks • Pattern recognition • Multivariate data analysis • Robust data analysis • Data science and sampling The IFCS (International Federation of Classification Societies) The IFCS promotes the dissemination of technical and scientific information data analysis, classification, related methods, and their applica concerning tions.

Advances in Classification and Data Analysis

Author : Simone Borra
Publisher : Springer Science & Business Media
ISBN 13 : 3642594719
Total Pages : 384 pages
Book Rating : 4.6/5 (425 download)

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Book Synopsis Advances in Classification and Data Analysis by : Simone Borra

Download or read book Advances in Classification and Data Analysis written by Simone Borra and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 384 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains a selection of papers presented at the biannual meeting of the Classification and Data Analysis Group of Societa Italiana di Statistica, which was held in Rome, July 5-6, 1999. From the originally submitted papers, a careful review process led to the selection of 45 papers presented in four parts as follows: CLASSIFICATION AND MULTIDIMENSIONAL SCALING Cluster analysis Discriminant analysis Proximity structures analysis and Multidimensional Scaling Genetic algorithms and neural networks MUL TIV ARIA TE DATA ANALYSIS Factorial methods Textual data analysis Regression Models for Data Analysis Nonparametric methods SPATIAL AND TIME SERIES DATA ANALYSIS Time series analysis Spatial data analysis CASE STUDIES INTERNATIONAL FEDERATION OF CLASSIFICATION SOCIETIES The International Federation of Classification Societies (IFCS) is an agency for the dissemination of technical and scientific information concerning classification and data analysis in the broad sense and in as wide a range of applications as possible; founded in 1985 in Cambridge (UK) from the following Scientific Societies and Groups: British Classification Society -BCS; Classification Society of North America - CSNA; Gesellschaft fUr Klassifikation - GfKI; Japanese Classification Society -JCS; Classification Group of Italian Statistical Society - CGSIS; Societe Francophone de Classification -SFC. Now the IFCS includes also the following Societies: Dutch-Belgian Classification Society - VOC; Polish Classification Society -SKAD; Associayao Portuguesa de Classificayao e Analise de Dados -CLAD; Korean Classification Society -KCS; Group-at-Large.

Integer Programming and Related Areas A Classified Bibliography 1976–1978

Author : D. Hausmann
Publisher : Springer Science & Business Media
ISBN 13 : 3642463835
Total Pages : 326 pages
Book Rating : 4.6/5 (424 download)

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Book Synopsis Integer Programming and Related Areas A Classified Bibliography 1976–1978 by : D. Hausmann

Download or read book Integer Programming and Related Areas A Classified Bibliography 1976–1978 written by D. Hausmann and published by Springer Science & Business Media. This book was released on 2012-12-06 with total page 326 pages. Available in PDF, EPUB and Kindle. Book excerpt:

Les Industries lithiques taillées de Franchthi (Argolide, Grèce), Volume 1

Author : Catherine Perlès
Publisher : Indiana University Press
ISBN 13 : 025304460X
Total Pages : 375 pages
Book Rating : 4.2/5 (53 download)

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Book Synopsis Les Industries lithiques taillées de Franchthi (Argolide, Grèce), Volume 1 by : Catherine Perlès

Download or read book Les Industries lithiques taillées de Franchthi (Argolide, Grèce), Volume 1 written by Catherine Perlès and published by Indiana University Press. This book was released on 2018-10-26 with total page 375 pages. Available in PDF, EPUB and Kindle. Book excerpt: "With the long-awaited publication of these three volumes we have the first thorough documentation of one of the most important prehistoric sites in the Mediterranean, that of Franchthi Cave in the Argolid Peninsula of Greece." —American Anthropologist " . . . an exceptional contribution to the hitherto very inadequate knowledge of this period in Greece." —Antiquity " . . . the archaeological and paleoenvironmental data from Franchthi Cave are unique in providing a site-specific record of the cultural responses to great environmental changes." —Quarterly Research "Perlès's study is impressive in the systematic application of a well-thought-out methodology." —American Antiquity This study of chipped/flaked stone tools found in the excavations at Franchthi Cave is the first of its kind in Greek archaeology, if not in the whole of southeastern European prehistory.