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Information and Communication Technology for Intelligent Systems

Telecharger pdf Information and Communication Technology for Intelligent Systems

The book gathers papers addressing state-of-the-art research in all areas of Information and Communication Technologies and their applications in intellige ...

  • L'auteur : ,
  • Editeur: Springer
  • ISBN: 981131747X
  • Genre: Computers
  • Nombre de pages: 743
  • Langue: French/English
  • Vues: 1597
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Détails: The book gathers papers addressing state-of-the-art research in all areas of Information and Communication Technologies and their applications in intelligent computing, cloud storage, data mining and software analysis. It presents the outcomes of the third International Conference on Information and Communication Technology for Intelligent Systems, which was held on April 6–7, 2018, in Ahmedabad, India. Divided into two volumes, the book discusses the fundamentals of various data analytics and algorithms, making it a valuable resource for researchers’ future studies.


Information and Communication Technology for Intelligent Systems

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The book gathers papers addressing state-of-the-art research in all areas of Information and Communication Technologies and their applications in intellige ...

  • L'auteur : Suresh Chandra Satapathy,Amit Joshi
  • Editeur: Springer
  • ISBN: 9811317429
  • Genre: Computers
  • Nombre de pages: 745
  • Langue: French/English
  • Vues: 617
  • Telecharger: 617
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Détails: The book gathers papers addressing state-of-the-art research in all areas of Information and Communication Technologies and their applications in intelligent computing, cloud storage, data mining and software analysis. It presents the outcomes of the third International Conference on Information and Communication Technology for Intelligent Systems, which was held on April 6–7, 2018, in Ahmedabad, India. Divided into two volumes, the book discusses the fundamentals of various data analytics and algorithms, making it a valuable resource for researchers’ future studies.


Nature-Inspired Computing and Optimization

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The book provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application in optimization. The approa ...

  • L'auteur : Srikanta Patnaik,Xin-She Yang,Kazumi Nakamatsu
  • Editeur: Springer
  • ISBN: 3319509209
  • Genre: Computers
  • Nombre de pages: 494
  • Langue: French/English
  • Vues: 516
  • Telecharger: 516
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Détails: The book provides readers with a snapshot of the state of the art in the field of nature-inspired computing and its application in optimization. The approach is mainly practice-oriented: each bio-inspired technique or algorithm is introduced together with one of its possible applications. Applications cover a wide range of real-world optimization problems: from feature selection and image enhancement to scheduling and dynamic resource management, from wireless sensor networks and wiring network diagnosis to sports training planning and gene expression, from topology control and morphological filters to nutritional meal design and antenna array design. There are a few theoretical chapters comparing different existing techniques, exploring the advantages of nature-inspired computing over other methods, and investigating the mixing time of genetic algorithms. The book also introduces a wide range of algorithms, including the ant colony optimization, the bat algorithm, genetic algorithms, the collision-based optimization algorithm, the flower pollination algorithm, multi-agent systems and particle swarm optimization. This timely book is intended as a practice-oriented reference guide for students, researchers and professionals.


Simulating Societies

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The most exciting and productive areas of academic inquiry are often where the interests of two disciplines meet. This is certainly the case for the subjec ...

  • L'auteur : Nigel Gilbert,Jim Doran
  • Editeur: Routledge
  • ISBN: 1351165119
  • Genre: Social Science
  • Nombre de pages: 320
  • Langue: French/English
  • Vues: 328
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Détails: The most exciting and productive areas of academic inquiry are often where the interests of two disciplines meet. This is certainly the case for the subject of this book, originally published in 1994, which explores the contribution that computer-based modelling and artificial intelligence can make to understanding fundamental issues in social science. Simulating Societies shows how computer simulations can help to clarify theoretical approaches, contribute to the evaluation of alternative theories, and illuminate one of the major issues of the social sciences: how social phenomena can "emerge" from individual action. The authors discuss how simulation models can be constructed using recently developed artificial intelligence techniques and they consider the methodological issues involved in using such models for theory development, testing and experiment. The introductory chapters situate the book within social science, and suggest why the time was ripe for significant progress, before defining basic terminology, showing how simulation has been used to theorize about organizations, and indicating through examples some of the fundamental issues involved in simulation. The main body of the text provides case studies drawn from economics, anthropology, archaeology, planning, social psychology and sociology. The appeal of this path-breaking book was twofold. It offered an essential introduction to simulation for social scientists and it provided case study applications for computer scientists interested in the latest advances in the burgeoning area of distributed artificial intelligence (DAI) at the time.


Advances in Soft Computing and Machine Learning in Image Processing

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This book is a collection of the latest applications of methods from soft computing and machine learning in image processing. It explores different areas r ...

  • L'auteur : Aboul Ella Hassanien,Diego Alberto Oliva
  • Editeur: Springer
  • ISBN: 3319637541
  • Genre: Computers
  • Nombre de pages: 718
  • Langue: French/English
  • Vues: 658
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Détails: This book is a collection of the latest applications of methods from soft computing and machine learning in image processing. It explores different areas ranging from image segmentation to the object recognition using complex approaches, and includes the theory of the methodologies used to provide an overview of the application of these tools in image processing. The material has been compiled from a scientific perspective, and the book is primarily intended for undergraduate and postgraduate science, engineering, and computational mathematics students. It can also be used for courses on artificial intelligence, advanced image processing, and computational intelligence, and is a valuable resource for researchers in the evolutionary computation, artificial intelligence and image processing communities.


Advanced Optimization by Nature-Inspired Algorithms

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This book, compiles, presents, and explains the most important meta-heuristic and evolutionary optimization algorithms whose successful performance has bee ...

  • L'auteur : Omid Bozorg-Haddad
  • Editeur: Springer
  • ISBN: 9811052212
  • Genre: Computers
  • Nombre de pages: 159
  • Langue: French/English
  • Vues: 1575
  • Telecharger: 1575
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Détails: This book, compiles, presents, and explains the most important meta-heuristic and evolutionary optimization algorithms whose successful performance has been proven in different fields of engineering, and it includes application of these algorithms to important engineering optimization problems. In addition, this book guides readers to studies that have implemented these algorithms by providing a literature review on developments and applications of each algorithm. This book is intended for students, but can be used by researchers and professionals in the area of engineering optimization.


Ceramics and Modernity in Japan

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Ceramics and Modernity in Japan offers a set of critical perspectives on the creation, patronage, circulation, and preservation of ceramics during Japan’ ...

  • L'auteur : Meghen Jones,Louise Allison Cort
  • Editeur: Routledge
  • ISBN: 0429631995
  • Genre: Art
  • Nombre de pages: 230
  • Langue: French/English
  • Vues: 665
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Détails: Ceramics and Modernity in Japan offers a set of critical perspectives on the creation, patronage, circulation, and preservation of ceramics during Japan’s most dramatic period of modernization, the 1860s to 1960s. As in other parts of the world, ceramics in modern Japan developed along the three ontological trajectories of art, craft, and design. Yet, it is widely believed that no other modern nation was engaged with ceramics as much as Japan—a "potter’s paradise"—in terms of creation, exhibition, and discourse. This book explores how Japanese ceramics came to achieve such a status and why they were such significant forms of cultural production. Its medium-specific focus encourages examination of issues regarding materials and practices unique to ceramics, including their distinct role throughout Japanese cultural history. Going beyond descriptive historical treatments of ceramics as the products of individuals or particular styles, the closely intertwined chapters also probe the relationship between ceramics and modernity, including the ways in which ceramics in Japan were related to their counterparts in Asia and Europe. Featuring contributions by leading international specialists, this book will be useful to students and scholars of art history, design, and Japanese studies.


Handbook of Metaheuristics

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The third edition of this handbook is designed to provide a broad coverage of the concepts, implementations, and applications in metaheuristics. The book ...

  • L'auteur : Michel Gendreau,Jean-Yves Potvin
  • Editeur: Springer
  • ISBN: 3319910868
  • Genre: Business & Economics
  • Nombre de pages: 604
  • Langue: French/English
  • Vues: 398
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Détails: The third edition of this handbook is designed to provide a broad coverage of the concepts, implementations, and applications in metaheuristics. The book’s chapters serve as stand-alone presentations giving both the necessary underpinnings as well as practical guides for implementation. The nature of metaheuristics invites an analyst to modify basic methods in response to problem characteristics, past experiences, and personal preferences, and the chapters in this handbook are designed to facilitate this process as well. This new edition has been fully revised and features new chapters on swarm intelligence and automated design of metaheuristics from flexible algorithm frameworks. The authors who have contributed to this volume represent leading figures from the metaheuristic community and are responsible for pioneering contributions to the fields they write about. Their collective work has significantly enriched the field of optimization in general and combinatorial optimization in particular.Metaheuristics are solution methods that orchestrate an interaction between local improvement procedures and higher level strategies to create a process capable of escaping from local optima and performing a robust search of a solution space. In addition, many new and exciting developments and extensions have been observed in the last few years. Hybrids of metaheuristics with other optimization techniques, like branch-and-bound, mathematical programming or constraint programming are also increasingly popular. On the front of applications, metaheuristics are now used to find high-quality solutions to an ever-growing number of complex, ill-defined real-world problems, in particular combinatorial ones. This handbook should continue to be a great reference for researchers, graduate students, as well as practitioners interested in metaheuristics.


Evolutionary Algorithms in Theory and Practice

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This book presents a unified view of evolutionary algorithms: the exciting new probabilistic search tools inspired by biological models that have immense p ...

  • L'auteur : Thomas Back
  • Editeur: Oxford University Press
  • ISBN: 0195356705
  • Genre: Computers
  • Nombre de pages: 328
  • Langue: French/English
  • Vues: 1219
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Détails: This book presents a unified view of evolutionary algorithms: the exciting new probabilistic search tools inspired by biological models that have immense potential as practical problem-solvers in a wide variety of settings, academic, commercial, and industrial. In this work, the author compares the three most prominent representatives of evolutionary algorithms: genetic algorithms, evolution strategies, and evolutionary programming. The algorithms are presented within a unified framework, thereby clarifying the similarities and differences of these methods. The author also presents new results regarding the role of mutation and selection in genetic algorithms, showing how mutation seems to be much more important for the performance of genetic algorithms than usually assumed. The interaction of selection and mutation, and the impact of the binary code are further topics of interest. Some of the theoretical results are also confirmed by performing an experiment in meta-evolution on a parallel computer. The meta-algorithm used in this experiment combines components from evolution strategies and genetic algorithms to yield a hybrid capable of handling mixed integer optimization problems. As a detailed description of the algorithms, with practical guidelines for usage and implementation, this work will interest a wide range of researchers in computer science and engineering disciplines, as well as graduate students in these fields.


Ant Colony Optimization and Swarm Intelligence

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This book constitutes the refereed proceedings of the 5th International Workshop on Ant Colony Optimization and Swarm Intelligence, ANTS 2006, held in Brus ...

  • L'auteur : Marco Dorigo,Luca Maria Gambardella,Mauro Birattari,Alcherio Martinoli,Riccardo Poli,Thomas Stützle
  • Editeur: Springer
  • ISBN: 3540384839
  • Genre: Computers
  • Nombre de pages: 526
  • Langue: French/English
  • Vues: 766
  • Telecharger: 766
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Détails: This book constitutes the refereed proceedings of the 5th International Workshop on Ant Colony Optimization and Swarm Intelligence, ANTS 2006, held in Brussels, Belgium, in September 2006. The 27 revised full papers, 23 revised short papers, and 12 extended abstracts presented were carefully reviewed and selected from 115 submissions.


Medical Imaging in Clinical Applications

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This volume comprises of 21 selected chapters, including two overview chapters devoted to abdominal imaging in clinical applications supported computer aid ...

  • L'auteur : Nilanjan Dey,Vikrant Bhateja,Aboul Ella Hassanien
  • Editeur: Springer
  • ISBN: 3319337939
  • Genre: Computers
  • Nombre de pages: 506
  • Langue: French/English
  • Vues: 791
  • Telecharger: 791
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Détails: This volume comprises of 21 selected chapters, including two overview chapters devoted to abdominal imaging in clinical applications supported computer aided diagnosis approaches as well as different techniques for solving the pectoral muscle extraction problem in the preprocessing part of the CAD systems for detecting breast cancer in its early stage using digital mammograms. The aim of this book is to stimulate further research in medical imaging applications based algorithmic and computer based approaches and utilize them in real-world clinical applications. The book is divided into four parts, Part-I: Clinical Applications of Medical Imaging, Part-II: Classification and clustering, Part-III: Computer Aided Diagnosis (CAD) Tools and Case Studies and Part-IV: Bio-inspiring based Computer Aided diagnosis techniques.


Transportation Engineering

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Transportation Engineering: Theory, Practice and Modeling is a guide for integrating multi-modal transportation networks and assessing their potential cost ...

  • L'auteur : Dusan Teodorovic,Milan Janic
  • Editeur: Butterworth-Heinemann
  • ISBN: 0128038896
  • Genre: Technology & Engineering
  • Nombre de pages: 900
  • Langue: French/English
  • Vues: 895
  • Telecharger: 895
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Détails: Transportation Engineering: Theory, Practice and Modeling is a guide for integrating multi-modal transportation networks and assessing their potential cost and impact on society and the environment. Clear and rigorous in its coverage, the authors begin with an exposition of theory related to traffic engineering and control, transportation planning, and an evaluation of transportation alternatives that is followed by models and methods for predicting travel and freight transportation demand, analyzing existing and planning new transportation networks, and developing traffic control tactics and strategies. Written by an author team with over thirty years of experience in both research and teaching, the book incorporates both theory and practice to facilitate greener solutions. Contains worked out examples and end of the chapter questions Covers all forms of transportation engineering, including air, rail, and public transit modes Includes modeling and analytical procedures for supporting different aspects of traffic and transportation analyses Examines different transport mode sand how to make them sustainable Explains the economics of transport systems in terms of users’ value of time


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