Fouille De Donnees Par Algorithmes Genetiques

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Multilingual Dictionary of Knowledge Management

Author : Otto Vollnhals
Publisher : Walter de Gruyter
ISBN 13 : 3110948982
Total Pages : 404 pages
Book Rating : 4.1/5 (19 download)

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Book Synopsis Multilingual Dictionary of Knowledge Management by : Otto Vollnhals

Download or read book Multilingual Dictionary of Knowledge Management written by Otto Vollnhals and published by Walter de Gruyter. This book was released on 2011-09-06 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: Digital preservation is an issue faced by practitioners in Ross Harveythe library and recordkeeping professions, yet most professionalshave little time to keep up with the latest techniquesand standards. This invaluable work provides a single-volume introduction to the principles, strategies and practices currently applied by librarians and recordkeepers to the preservation of digital information and will assist them to make informed decisions about the role of digital information in their care. The book is presented in four parts: Why do we preserve? What do we preserve? How do we preserve? and How do we manage digital preservation? Each part covers the area in detail and addresses current issues in a clear and informative manner. The terminology of the field is explained clearly throughout the book. Each chapter includes a range of case studies from institutionsat the forefront of digital object preservation. An index facilitates quick access. This book will be essential as a professional reference tool for all librarians, recordkeepers and archivists with preservation responsibilities as well as being a definitive source of information for the whole profession including students.

Biological Knowledge Discovery Handbook

Author : Mourad Elloumi
Publisher : John Wiley & Sons
ISBN 13 : 1118853725
Total Pages : 1126 pages
Book Rating : 4.1/5 (188 download)

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Book Synopsis Biological Knowledge Discovery Handbook by : Mourad Elloumi

Download or read book Biological Knowledge Discovery Handbook written by Mourad Elloumi and published by John Wiley & Sons. This book was released on 2015-02-04 with total page 1126 pages. Available in PDF, EPUB and Kindle. Book excerpt: The first comprehensive overview of preprocessing, mining, and postprocessing of biological data Molecular biology is undergoing exponential growth in both the volume and complexity of biological data and knowledge discovery offers the capacity to automate complex search and data analysis tasks. This book presents a vast overview of the most recent developments on techniques and approaches in the field of biological knowledge discovery and data mining (KDD) providing in-depth fundamental and technical field information on the most important topics encountered. Written by top experts, Biological Knowledge Discovery Handbook: Preprocessing, Mining, and Postprocessing of Biological Data covers the three main phases of knowledge discovery (data preprocessing, data processing also known as data mining and data postprocessing) and analyzes both verification systems and discovery systems. BIOLOGICAL DATA PREPROCESSING Part A: Biological Data Management Part B: Biological Data Modeling Part C: Biological Feature Extraction Part D Biological Feature Selection BIOLOGICAL DATA MINING Part E: Regression Analysis of Biological Data Part F Biological Data Clustering Part G: Biological Data Classification Part H: Association Rules Learning from Biological Data Part I: Text Mining and Application to Biological Data Part J: High-Performance Computing for Biological Data Mining Combining sound theory with practical applications in molecular biology, Biological Knowledge Discovery Handbook is ideal for courses in bioinformatics and biological KDD as well as for practitioners and professional researchers in computer science, life science, and mathematics.

Outils d’analyse vidéo : pour une pleine exploitation des données de la vidéoprotection

Author : DUFOUR Jean-Yves
Publisher : Lavoisier
ISBN 13 : 2746288907
Total Pages : 386 pages
Book Rating : 4.7/5 (462 download)

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Book Synopsis Outils d’analyse vidéo : pour une pleine exploitation des données de la vidéoprotection by : DUFOUR Jean-Yves

Download or read book Outils d’analyse vidéo : pour une pleine exploitation des données de la vidéoprotection written by DUFOUR Jean-Yves and published by Lavoisier. This book was released on 2012-10-22 with total page 386 pages. Available in PDF, EPUB and Kindle. Book excerpt: L’utilisation croissante de la vidéoprotection rend nécessaire la mise en place de fonctions d’analyse vidéo pour alléger voire automatiser des tâches aujourd’hui entièrement réalisées par des opérateurs. Après avoir dressé un panorama des avancées et des perspectives en analyse d’image, cet ouvrage détaille les principales fonctions d’analyse vidéo, comme la détection, le suivi et la reconnaissance d’objets d’intérêt (personnes ou véhicules) ou les fonctions de « haut-niveau » visant à interpréter les scènes observées (évènements, comportements, nature de la scène...). Les besoins sont illustrés sous l’angle de deux applications majeures, la sécurité des transports et l’investigation. Les contraintes d’ordres juridique et éthique sont présentées, ainsi que les caractéristiques des données vidéo traitées, au travers des caméras et des méthodes de compression utilisées. La problématique de l’évaluation de performance, tant au niveau opérationnel qu’au niveau des fonctions d’analyse, est également exposée.

Informatics Engineering and Information Science, Part II

Author : Azizah Abd Manaf
Publisher : Springer Science & Business Media
ISBN 13 : 3642254527
Total Pages : 773 pages
Book Rating : 4.6/5 (422 download)

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Book Synopsis Informatics Engineering and Information Science, Part II by : Azizah Abd Manaf

Download or read book Informatics Engineering and Information Science, Part II written by Azizah Abd Manaf and published by Springer Science & Business Media. This book was released on 2011-10-28 with total page 773 pages. Available in PDF, EPUB and Kindle. Book excerpt: This 4-Volume-Set, CCIS 0251 - CCIS 0254, constitutes the refereed proceedings of the International Conference on Informatics Engineering and Information Science, ICIEIS 2011, held in Kuala Lumpur, Malaysia, in November 2011. The 210 revised full papers presented together with invited papers in the 4 volumes were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on e-learning, information security, software engineering, image processing, algorithms, artificial intelligence and soft computing, e-commerce, data mining, neural networks, social networks, grid computing, biometric technologies, networks, distributed and parallel computing, wireless networks, information and data management, web applications and software systems, multimedia, ad hoc networks, mobile computing, as well as miscellaneous topics in digital information and communications.

Hybrid Metaheuristics

Author : El-ghazali Talbi
Publisher : Springer
ISBN 13 : 3642306713
Total Pages : 464 pages
Book Rating : 4.6/5 (423 download)

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Book Synopsis Hybrid Metaheuristics by : El-ghazali Talbi

Download or read book Hybrid Metaheuristics written by El-ghazali Talbi and published by Springer. This book was released on 2012-07-31 with total page 464 pages. Available in PDF, EPUB and Kindle. Book excerpt: The main goal of this book is to provide a state of the art of hybrid metaheuristics. The book provides a complete background that enables readers to design and implement hybrid metaheuristics to solve complex optimization problems (continuous/discrete, mono-objective/multi-objective, optimization under uncertainty) in a diverse range of application domains. Readers learn to solve large scale problems quickly and efficiently combining metaheuristics with complementary metaheuristics, mathematical programming, constraint programming and machine learning. Numerous real-world examples of problems and solutions demonstrate how hybrid metaheuristics are applied in such fields as networks, logistics and transportation, bio-medical, engineering design, scheduling.

Nearest Neighbor Search:

Author : Apostolos N. Papadopoulos
Publisher : Springer Science & Business Media
ISBN 13 : 0387275444
Total Pages : 179 pages
Book Rating : 4.3/5 (872 download)

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Book Synopsis Nearest Neighbor Search: by : Apostolos N. Papadopoulos

Download or read book Nearest Neighbor Search: written by Apostolos N. Papadopoulos and published by Springer Science & Business Media. This book was released on 2006-11-22 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern applications are both data and computationally intensive and require the storage and manipulation of voluminous traditional (alphanumeric) and nontraditional data sets (images, text, geometric objects, time-series). Examples of such emerging application domains are: Geographical Information Systems (GIS), Multimedia Information Systems, CAD/CAM, Time-Series Analysis, Medical Information Sstems, On-Line Analytical Processing (OLAP), and Data Mining. These applications pose diverse requirements with respect to the information and the operations that need to be supported. From the database perspective, new techniques and tools therefore need to be developed towards increased processing efficiency. This monograph explores the way spatial database management systems aim at supporting queries that involve the space characteristics of the underlying data, and discusses query processing techniques for nearest neighbor queries. It provides both basic concepts and state-of-the-art results in spatial databases and parallel processing research, and studies numerous applications of nearest neighbor queries.

Knowledge-Based Intelligent Information and Engineering Systems

Author : Bogdan Gabrys
Publisher : Springer Science & Business Media
ISBN 13 : 3540465359
Total Pages : 1360 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Knowledge-Based Intelligent Information and Engineering Systems by : Bogdan Gabrys

Download or read book Knowledge-Based Intelligent Information and Engineering Systems written by Bogdan Gabrys and published by Springer Science & Business Media. This book was released on 2006-09-27 with total page 1360 pages. Available in PDF, EPUB and Kindle. Book excerpt: The three volume set LNAI 4251, LNAI 4252, and LNAI 4253 constitutes the refereed proceedings of the 10th International Conference on Knowledge-Based Intelligent Information and Engineering Systems, KES 2006, held in Bournemouth, UK in October 2006. The 480 revised papers presented were carefully reviewed and selected from about 1400 submissions. The papers present a wealth of original research results from the field of intelligent information processing.

Clever Algorithms

Author : Jason Brownlee
Publisher : Jason Brownlee
ISBN 13 : 1446785068
Total Pages : 437 pages
Book Rating : 4.4/5 (467 download)

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Book Synopsis Clever Algorithms by : Jason Brownlee

Download or read book Clever Algorithms written by Jason Brownlee and published by Jason Brownlee. This book was released on 2011 with total page 437 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book provides a handbook of algorithmic recipes from the fields of Metaheuristics, Biologically Inspired Computation and Computational Intelligence that have been described in a complete, consistent, and centralized manner. These standardized descriptions were carefully designed to be accessible, usable, and understandable. Most of the algorithms described in this book were originally inspired by biological and natural systems, such as the adaptive capabilities of genetic evolution and the acquired immune system, and the foraging behaviors of birds, bees, ants and bacteria. An encyclopedic algorithm reference, this book is intended for research scientists, engineers, students, and interested amateurs. Each algorithm description provides a working code example in the Ruby Programming Language.

Introduction to Mathematical Techniques in Pattern Recognition

Author : Harry C. Andrews
Publisher : John Wiley & Sons
ISBN 13 :
Total Pages : 264 pages
Book Rating : 4.3/5 (91 download)

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Book Synopsis Introduction to Mathematical Techniques in Pattern Recognition by : Harry C. Andrews

Download or read book Introduction to Mathematical Techniques in Pattern Recognition written by Harry C. Andrews and published by John Wiley & Sons. This book was released on 1972 with total page 264 pages. Available in PDF, EPUB and Kindle. Book excerpt: Mathematical pattern recognition; Feature selection; Distribution free classification; Statistical classification; Nonsupervised learning; Sequential learning; Appendices; Index.

New Contributions in Information Systems and Technologies

Author : Alvaro Rocha
Publisher : Springer
ISBN 13 : 3319164864
Total Pages : 1218 pages
Book Rating : 4.3/5 (191 download)

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Book Synopsis New Contributions in Information Systems and Technologies by : Alvaro Rocha

Download or read book New Contributions in Information Systems and Technologies written by Alvaro Rocha and published by Springer. This book was released on 2015-03-25 with total page 1218 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains a selection of articles from The 2015 World Conference on Information Systems and Technologies (WorldCIST'15), held between the 1st and 3rd of April in Funchal, Madeira, Portugal, a global forum for researchers and practitioners to present and discuss recent results and innovations, current trends, professional experiences and challenges of modern Information Systems and Technologies research, technological development and applications. The main topics covered are: Information and Knowledge Management; Organizational Models and Information Systems; Intelligent and Decision Support Systems; Big Data Analytics and Applications; Software Systems, Architectures, Applications and Tools; Multimedia Systems and Applications; Computer Networks, Mobility and Pervasive Systems; Human-Computer Interaction; Health Informatics; Information Technologies in Education; Information Technologies in Radio communications.

An Introduction to Genetic Algorithms

Author : Melanie Mitchell
Publisher : MIT Press
ISBN 13 : 9780262631853
Total Pages : 226 pages
Book Rating : 4.6/5 (318 download)

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Book Synopsis An Introduction to Genetic Algorithms by : Melanie Mitchell

Download or read book An Introduction to Genetic Algorithms written by Melanie Mitchell and published by MIT Press. This book was released on 1998-03-02 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: Genetic algorithms have been used in science and engineering as adaptive algorithms for solving practical problems and as computational models of natural evolutionary systems. This brief, accessible introduction describes some of the most interesting research in the field and also enables readers to implement and experiment with genetic algorithms on their own. It focuses in depth on a small set of important and interesting topics—particularly in machine learning, scientific modeling, and artificial life—and reviews a broad span of research, including the work of Mitchell and her colleagues. The descriptions of applications and modeling projects stretch beyond the strict boundaries of computer science to include dynamical systems theory, game theory, molecular biology, ecology, evolutionary biology, and population genetics, underscoring the exciting "general purpose" nature of genetic algorithms as search methods that can be employed across disciplines. An Introduction to Genetic Algorithms is accessible to students and researchers in any scientific discipline. It includes many thought and computer exercises that build on and reinforce the reader's understanding of the text. The first chapter introduces genetic algorithms and their terminology and describes two provocative applications in detail. The second and third chapters look at the use of genetic algorithms in machine learning (computer programs, data analysis and prediction, neural networks) and in scientific models (interactions among learning, evolution, and culture; sexual selection; ecosystems; evolutionary activity). Several approaches to the theory of genetic algorithms are discussed in depth in the fourth chapter. The fifth chapter takes up implementation, and the last chapter poses some currently unanswered questions and surveys prospects for the future of evolutionary computation.

Automatic Fingerprint Recognition Systems

Author : Nalini Ratha
Publisher : Springer Science & Business Media
ISBN 13 : 0387955933
Total Pages : 466 pages
Book Rating : 4.3/5 (879 download)

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Book Synopsis Automatic Fingerprint Recognition Systems by : Nalini Ratha

Download or read book Automatic Fingerprint Recognition Systems written by Nalini Ratha and published by Springer Science & Business Media. This book was released on 2003-10-09 with total page 466 pages. Available in PDF, EPUB and Kindle. Book excerpt: An authoritative survey of intelligent fingerprint-recognition concepts, technology, and systems is given. Editors and contributors are the leading researchers and applied R&D developers of this personal identification (biometric security) topic and technology. Biometrics and pattern recognition researchers and professionals will find the book an indispensable resource for current knowledge and technology in the field.

Nonlinear Fokker-Planck Equations

Author : T.D. Frank
Publisher : Springer Science & Business Media
ISBN 13 : 3540212647
Total Pages : 414 pages
Book Rating : 4.5/5 (42 download)

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Book Synopsis Nonlinear Fokker-Planck Equations by : T.D. Frank

Download or read book Nonlinear Fokker-Planck Equations written by T.D. Frank and published by Springer Science & Business Media. This book was released on 2005-01-07 with total page 414 pages. Available in PDF, EPUB and Kindle. Book excerpt: Centered around the natural phenomena of relaxations and fluctuations, this monograph provides readers with a solid foundation in the linear and nonlinear Fokker-Planck equations that describe the evolution of distribution functions. It emphasizes principles and notions of the theory (e.g. self-organization, stochastic feedback, free energy, and Markov processes), while also illustrating the wide applicability (e.g. collective behavior, multistability, front dynamics, and quantum particle distribution). The focus is on relaxation processes in homogeneous many-body systems describable by nonlinear Fokker-Planck equations. Also treated are Langevin equations and correlation functions. Since these phenomena are exhibited by a diverse spectrum of systems, examples and applications span the fields of physics, biology and neurophysics, mathematics, psychology, and biomechanics.

Modular Programming Languages

Author : Jürg Gutknecht
Publisher : Springer
ISBN 13 : 3540445196
Total Pages : 310 pages
Book Rating : 4.5/5 (44 download)

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Book Synopsis Modular Programming Languages by : Jürg Gutknecht

Download or read book Modular Programming Languages written by Jürg Gutknecht and published by Springer. This book was released on 2006-12-31 with total page 310 pages. Available in PDF, EPUB and Kindle. Book excerpt: Thecircleisclosed.The European Modula-2 Conference was originally launched with the goal of increasing the popularity of Modula-2, a programming language created by Niklaus Wirth and his team at ETH Zuric ̈ h as a successor of Pascal. For more than a decade, the conference has wandered through Europe, passing Bled,Slovenia,in1987,Loughborough,UK,in1990,Ulm,Germany,in1994,and Linz, Austria, in 1997. Now, at the beginning of the new millennium, it is back at its roots in Zuric ̈ h, Switzerland. While traveling through space and time, the conference has mutated. It has widened its scope and changed its name to Joint Modular Languages Conference (JMLC). With an invariant focus, though, on modularsoftwareconstructioninteaching,research,and“outthere”inindustry. This topic has never been more important than today, ironically not because of insu?cient language support but, quite on the contrary, due to a truly c- fusing variety of modular concepts o?ered by modern languages: modules, pa- ages, classes, and components, the newest and still controversial trend. “The recent notion of component is still very vaguely de?ned, so vaguely, in fact, that it almost seems advisable to ignore it.” (Wirth in his article “Records, Modules, Objects, Classes, Components” in honor of Hoare’s retirement in 1999). Clar- cation is needed.

The Digital University - Building a Learning Community

Author : Reza Hazemi
Publisher : Springer Science & Business Media
ISBN 13 : 9781852334789
Total Pages : 276 pages
Book Rating : 4.3/5 (347 download)

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Book Synopsis The Digital University - Building a Learning Community by : Reza Hazemi

Download or read book The Digital University - Building a Learning Community written by Reza Hazemi and published by Springer Science & Business Media. This book was released on 2001-11-28 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the thoroughly revised second edition of one of the first books to provide an overview of how key aspects of university life - such as teaching, academic research, administration, management and course design - are being affected by digital and web-enabled technologies. More than three-quarters of the material has been revised and updated. Still further, three new chapters now address the following aspects: the virtual classroom, vicarious learning, and educational metadata. The main body of the text focuses on asynchronous collaboration by examining the following four key topics: principles, experiences, evaluation, and benefits. A timely and up-most important guide to all aspects of modern university education in the digital age.

The Welfare of Cats

Author : Irene Rochlitz
Publisher : Springer Science & Business Media
ISBN 13 : 1402032277
Total Pages : 298 pages
Book Rating : 4.4/5 (2 download)

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Book Synopsis The Welfare of Cats by : Irene Rochlitz

Download or read book The Welfare of Cats written by Irene Rochlitz and published by Springer Science & Business Media. This book was released on 2007-04-17 with total page 298 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by experts from the UK, the USA and Switzerland, this book focuses on the major issues affecting the welfare of domestic cats. It covers behaviour, the human-cat relationship, and the impact of housing, disease, nutrition and breeding on welfare.

The R Book

Author : Michael J. Crawley
Publisher : John Wiley & Sons
ISBN 13 : 9780470515068
Total Pages : 953 pages
Book Rating : 4.5/5 (15 download)

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Book Synopsis The R Book by : Michael J. Crawley

Download or read book The R Book written by Michael J. Crawley and published by John Wiley & Sons. This book was released on 2007-06-13 with total page 953 pages. Available in PDF, EPUB and Kindle. Book excerpt: The high-level language of R is recognized as one of the mostpowerful and flexible statistical software environments, and israpidly becoming the standard setting for quantitative analysis,statistics and graphics. R provides free access to unrivalledcoverage and cutting-edge applications, enabling the user to applynumerous statistical methods ranging from simple regression to timeseries or multivariate analysis. Building on the success of the author’s bestsellingStatistics: An Introduction using R, The R Book ispacked with worked examples, providing an all inclusive guide to R,ideal for novice and more accomplished users alike. The bookassumes no background in statistics or computing and introduces theadvantages of the R environment, detailing its applications in awide range of disciplines. Provides the first comprehensive reference manual for the Rlanguage, including practical guidance and full coverage of thegraphics facilities. Introduces all the statistical models covered by R, beginningwith simple classical tests such as chi-square and t-test. Proceeds to examine more advance methods, from regression andanalysis of variance, through to generalized linear models,generalized mixed models, time series, spatial statistics,multivariate statistics and much more. The R Book is aimed at undergraduates, postgraduates andprofessionals in science, engineering and medicine. It is alsoideal for students and professionals in statistics, economics,geography and the social sciences.