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Andrew Kusiak, Jun Wang
Computational Intelligence In Manufacturing Handbook

y.
Publisher:
Description: Despite the large volume of publications devoted to neural networks, fuzzy logic, and evolutionary programming, few address the applications of computational intelligence in design and manufacturing. Computational Intelligence in Manufacturing Handbook fills this void as it covers the most recent advances in this area and state-of-the-art applications.This comprehensive handbook contains an excellent balance of tutorials and new results, that allows you to:oobtain current informationounderstand technicaldetailsoassess research potentials, andodefine future directions of the field Manufacturing applications play a leading role in progress, and this handbook gives you a ready reference to guide you easily through these developments. [detailed...]

ISBN: 0849305926
Book size: ; Page extent: 0.

 

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Richard Jensen, Qiang Shen
Computational Intelligence and Feature Selection: Rough and Fuzzy Approaches (IEEE Press Series on Computational Intelligence)

2008 y.
Publisher:
Description: Computational Intelligence and Feature Selection provides a high level audience with both the background and fundamental ideas behind feature selection with an emphasis on those techniques based on rough and fuzzy sets, including their hybridizations. It introduces set theory, fuzzy set theory, rough set theory, and fuzzy-rough set theory, and illustrates the power and efficacy of the feature selection described through the use of real-world applications and worked examples. Program files implementing major algorithms covered, together with the necessary instructions and datasets, are available on the Web. [detailed...]

ISBN: 0470229756
Book size: ; Page extent: 340.

 

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Computational Intelligence and Security: International Conference, CIS 2005, Xi`an, China, December 15-19, 2005, Proceedings, Part II (Lecture Notes in / Lecture Notes in Artif

2006 y.
Publisher:
Description: The two volume set LNAI 3801 and LNAI 3802 constitute the refereed proceedings of the annual International Conference on Computational Intelligence and Security, CIS 2005, held in Xi`an, China, in December 2005. The 338 revised papers presented - 254 regular and 84 extended papers - were carefully reviewed and selected from over 1800 submissions. The first volume is organized in topical sections on learning and fuzzy systems, evolutionary computation, intelligent agents and systems, intelligent information retrieval, support vector machines, swarm intelligence, data mining, pattern recognition, and applications. The second volume is subdivided in topical sections on cryptography and coding, cryptographic protocols, intrusion detection, security models and architecture, security management, watermarking and information hiding, web and network applications, image and signal processing, and applications. [detailed...]

ISBN: 3540308199
Book size: ; Page extent: 1166.

 

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Zhengxin Chen
Computational Intelligence for Decision Support

y.
Publisher:
Description: Intelligent decision support relies on techniques from a variety of disciplines, including artificial intelligence and database management systems. Most of the existing literature neglects the relationship between these disciplines. By integrating AI andDBMS, Computational Intelligence for Decision Support produces what other texts don`t: an explanation of how to use AI and DBMS together to achieve high-level decision making.Threading relevant disciplines from both science and industry, the author approaches computational intelligence as the science developed for decision support. The use of computational intelligence for reasoning and DBMS for retrieval brings about a more active role for computational intelligence in decision support, and merges computational intelligence and DBMS. The introductory chapter on technical aspects makes the material accessible, with or without a decision support background. The examples illustrate the large number of applications and an annotated [detailed...]

ISBN: 0849317991
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M. Mohammadian
Computational Intelligence for Modelling, Control and Automation

y.
Publisher:
Description: This edited volume is dedicated to the theory and applications of Computational Intelligence techniques for Intelligent Image Processing, Data Analysis and Information Retrieval. It consists of 52 accepted research papers from the 1999 International Conference on Computational Intelligence for Modeling, Control and Automation - CIMCA`99. The goal of this conference was to provide a medium for the exchange of ideas between theoreticians and practitioners to address the important issues in computational intelligence for modelling, control and automation. The research papers presented in this book cover new techniques and applications in the of Image Processing, Computer Vision, Multimedia Systems, Filtering, Classification, Data Analysis, Prediction, Intelligent Database and Information Retrievals. [detailed...]

ISBN: 9051994753
Book size: ; Page extent: 0.

 

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Computational Intelligence for Movement Sciences: Neural Networks and Other Emerging Techniques (Computational Intelligence and Its Applications Series)

2006 y.
Publisher:
Description: Recent years have seen many new developments in computational intelligence (CI) techniques and, consequently, this has led to an exponential increase in the number of applications in a variety of areas, including: engineering, finance, social and biomedical. In particular, CI techniques are increasingly being used in biomedical and human movement areas because of the complexity of the biological systems as well as the limitations of the existing quantitative techniques in modelling. Computational Intelligence for Movement Sciences: Neural Networks and Other Emerging Techniques contains information regarding state-of-the-art research outcomes and cutting-edge technology from leading scientists and researchers working on various aspects of the human movement. Readers of this book will gain an insight into this field as well as access to pertinent information, which they will be able to use for continuing research in this area. [detailed...]

ISBN: 1591408369
Book size: ; Page extent: 396.

 

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Computational Intelligence for Technology Enhanced Learning (Studies in Computational Intelligence)

2010 y.
Publisher:
Description: E-Learning has become one of the most wide spread ways of distance teaching and learning. Technologies such as Web, Grid, and Mobile and Wireless networks are pushing teaching and learning communities to find new and intelligent ways of using these technologies to enhance teaching and learning activities. Indeed, these new technologies can play an important role in increasing the support to teachers and learners, to shorten the time to learning and teaching, yet, it is necessary to use intelligent techniques to take advantage of these new technologies to achieve the desired support to teachers and learners and enhance learnersa?? performance in distributed learning environments. The chapters of this volume bring advances in using intelligent techniques for technology enhanced learning as well as development of e-Learning applications based on such techniques and supported by technology. Such intelligent techniques include clustering and classification for personalization of learning, [detailed...]

ISBN: 3642112234
Book size: ; Page extent: 250.

 

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Computational Intelligence in Biomedicine and Bioinformatics: Current Trends and Applications (Studies in Computational Intelligence)

2008 y.
Publisher:
Description: The purpose of this book is to provide an overview of powerful state-of-the-art methodologies that are currently utilized for biomedicine and/ or bioinformatics-oriented applications, so that researchers working in those fields could learn of new methods to help them tackle their problems. On the other hand, the CI community will find this book useful by discovering a new and intriguing area of applications. In order to help fill the gap between the scientists on both sides of this spectrum, the editors have solicited contributions from researchers actively applying computational intelligence techniques to important problems in biomedicine and bioinformatics. [detailed...]

ISBN: 354070776X
Book size: ; Page extent: 432.

 

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Masoud Mohammadian, Ruhul Amin Sarker, Xin Yao, Ruhul Amin
Computational Intelligence in Control

y.
Publisher:
Description: The problem of controlling uncertain dynamic systems, which are subject to external disturbances, uncertainty and sheer complexity is of considerable interest in computer science, Operations Research and Business domains. The application of intelligent systems has been found useful in problems when the process is either difficult to model or difficult to solve by conventional methods. Intelligent systems have attracted increasing attention in recent years for solving many complex problems. Computational Intelligence in Control will be a repository for the theory and applications of intelligent systems techniques in modelling control and automation. [detailed...]

ISBN: 1591400376
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Giacomo Della Riccia, Rudolf Kruse, Hanz-J. Lenz
Computational Intelligence in Data Mining

y.
Publisher:
Description: The book aims to merge Computational Intelligence with Data Mining, which are both hot topics of current research and industrial development, Computational Intelligence, incorporates techniques like data fusion, uncertain reasoning, heuristic search, learning, and soft computing. Data Mining focuses on unscrambling unknown patterns or structures in very large data sets. Under the headline Discovering Structures in Large Databases the book starts with a unified view on Data Mining and Statistics - A System Point of View. Two special techniques follow: Subgroup Mining, and Data Mining with Possibilistic Graphical Models. Data Fusion and Possibilistic or Fuzzy Data Analysis is the next area of interest. An overview of possibilistic logic, nonmonotonic reasoning and data fusion is given, the coherence problem between data and non-linear fuzzy models is tackled, and outlier detection based on lernaing of fuzzy models is studied. In the domain of Classification and Decomposition adaptive [detailed...]

ISBN: 3211833269
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Computational Intelligence in Decision and Control: Proceedings of the 8th International FLINS Conference

2008 y.
Publisher:
Description: - [detailed...]

ISBN: 981279946X
Book size: ; Page extent: 850.

 

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Shu-Heng Chen, Paul P. Wang
Computational Intelligence in Economics and Finance (Advanced Information Processing)

y.
Publisher:
Description: Due to the ability to handle specific characteristics of economics and finance forecasting problems like e.g. non-linear relationships, behavioral changes, or knowledge-based domain segmentation, we have recently witnessed a phenomenal growth of the application of computational intelligence methodologies in this field. In this volume, Chen and Wang collected not just works on traditional computational intelligence approaches like fuzzy logic, neural networks, and genetic algorithms, but also examplesfor more recent technologies like e.g. rough sets, support vector machines, wavelets, or ant algorithms. After an introductory chapter with a structural description of all the methodologies, the subsequent parts describe novel applications of these to typical economics and finance problems like business forecasting, currency crisis discrimination, foreign exchange markets, or stock markets behavior. [detailed...]

ISBN: 3540440984
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Spyros G. Tzafestas
Computational Intelligence in Systems and Control Design and Applications

y.
Publisher:
Description: [detailed...]

ISBN: 1402003943
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B. Reusch, Karl-Heinz Temme, Bernd Reusch
Computational Intelligence in Theory and Practice (Advances in Soft Computing)

y.
Publisher:
Description: [detailed...]

ISBN: 3790813575
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Computational Intelligence, Theory and Applications: International Conference 9th Fuzzy Days in Dortmund, Germany, Sept. 18-20, 2006 Proceedings (Advances in Soft Computing)

2006 y.
Publisher:
Description: This book constitutes the refereed proceedings of the International Conference on Computational Intelligence, 6th Dortmund Fuzzy Days, held in Dortmund, Germany, in May 1999.The 68 revised full papers presented were carefully reviewed and selected from an overwhelming number of submissions. Also included are three invited contributions and 13 poster presentations. The papers are devoted to foundational and practical issues in fuzzy systems, neural networks, and genetic algorithms and thus cover the whole range of computational intelligence. [detailed...]

ISBN: 3540347801
Book size: ; Page extent: 802.

 

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Computational Intelligence: A Compendium (Studies in Computational Intelligence)

2008 y.
Publisher:
Description: Computational Intelligence: A Compendium presents a well structured overview about this rapidly growing field with contributions of leading experts in Computational Intelligence. The main focus of the compendium is on applied methods tired-and-proven effective to realworld problems, which is especially useful for practitioners, researchers, students and also newcomers to the field. The 25 chapters are grouped into the following themes: I. Overview and Background II. Data Preprocessing and Systems Integration III. Artificial Intelligence IV. Logic and Reasoning V. Ontology VI. Agents VII. Fuzzy Systems VIII. Artificial Neural Networks IX. Evolutionary Approaches X. DNA and Immune-based Computing. [detailed...]

ISBN: 3540782923
Book size: ; Page extent: 1180.

 

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David Poole, Alan K. Mackworth, Randy G. Goebel
Computational Intelligence: A Logical Approach

y.
Publisher:
Description: Computational Intelligence: A Logical Approach provides a unique and integrated introduction to artificial intelligence. It weaves a unifying theme--an intelligent agent acting in its environment-- through the core issues of AI, placing them into a coherent framework. Rather than giving a surface treatment of an overwhelming number of topics, it covers fundamental concepts in depth, providing a foundation on which students can build an understanding of modern AI. This logical approach clarifies and integrates representation and reasoning fundamentals, leading students from simple to complex ideas with clear motivation. The authors develop AI representation schemes and describe their uses for diverse applications, from autonomous robots to diagnostic assistants to infobots that find information in rich information sources.Ideal for upper-level undergraduate and introductory graduate courses in artificial intelligence, Computational Intelligence encourages students to explore, [detailed...]

ISBN: 0195102703
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Andries P. Engelbrecht
Computational Intelligence: An Introduction

2007 y.
Publisher: Wiley
Description: `Computational Intelligence: An Introduction`, Second Edition offers an in-depth exploration into the adaptive mechanisms that enable intelligent behaviour in complex and changing environments. The main focus of this text is centred on the computational modelling of biological and natural intelligent systems, encompassing swarm intelligence, fuzzy systems, artificial neutral networks, artificial immune systems and evolutionary computation. Engelbrecht provides readers with a wide knowledge of Computational Intelligence (CI) paradigms and algorithms, inviting readers to implement and problem solve real-world, complex problems within the CI development framework. This implementation framework will enable readers to tackle new problems without any difficulty through a single Java class as part of the CI library. Key features of this second edition include: A tutorial, hands-on based presentation of the material. State-of-the-art coverage of the most recent [detailed...]

ISBN: 0470035617
Book size: ; Page extent: 628.

 

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Witold Pedrycz
Computational Intelligence:An Introduction

y.
Publisher:
Description: Computational intelligence as a new development paradigm of intelligent systems has resulted from a synergy between neural networks, fuzzy sets, and genetic computations. This emerging area, even at its very earliest stage, has already attracted the attention of top researchers and practitioners. Computational Intelligence: An Introduction delivers a highly readable and fully systematic treatment of the fundamentals of CI, along with the clear presentation of sound and comprehensive analysis and design practices.This text pulls together much of the scattered information written about this emerging field. Most publications dealing with CI are highly specialized and concentrate narrowly on the symbiosis between NN, FS, and GAs. Computational Intelligence: An Introduction bridges the gap between all three areas and CI. This is an important text for anyone engaged in any way with genetic algorithms, fuzzy sets, neural networks, and computational intelligence. [detailed...]

ISBN: 0849326435
Book size: ; Page extent: 0.

 

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K. Kivinen
Computational Learning Theory: 15th Annual Conference on Computational Learning Theory, Colt 2002, Sydney, Australia, July 8-10, 2002 : Proceedings (Lecture Notes in Artificial Intelligence)

y.
Publisher:
Description: [detailed...]

ISBN: 354043836X
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A. Gammerman
Computational Learning and Probabilistic Reasoning

y.
Publisher:
Description: Providing a unified coverage of the latest research and applications methods and techniques, this book is devoted to two interrelated techniques for solving some important problems in machine intelligence and pattern recognition, namely probabilistic reasoning and computational learning. The contributions in this volume describe and explore the current developments in computer science and theoretical statistics which provide computational probabilistic models for manipulating knowledge found in industrial and business data. These methods are very efficient for handling complex problems in medicine, commerce and finance. Part I covers Generalisation Principles and Learning and describes several new inductive principles and techniques used in computationallearning. Part II describes Causation and Model Selection including the graphical probabilistic models that exploit the independence relationships presented in the graphs, and applications of Bayesian networks to multivariate [detailed...]

ISBN: 0471962791
Book size: ; Page extent: 0.

 

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Computational Linguistics and Intelligent Text Processing: 10th International Conference, CICLing 2009, Mexico City, Mexico, March 1-7, 2009, Proceedings Computer Science and General Issues)

2009 y.
Publisher:
Description: This book constitutes the refereed proceedings of the 10th International Conference on Computational Linguistics and Intelligent Text Processing, CICLing 2009, held in Mexico City, Mexico in March 2009. The 44 revised full papers presented together with 4 invited papers were carefully reviewed and selected from numerous submissions. The papers cover all current issues in computational linguistics research and present intelligent text processing applications. [detailed...]

ISBN: 3642003818
Book size: ; Page extent: 604.

 

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Computational Logic in Multi-Agent Systems: 7th International Workshop, CLIMA VII, Hakodate, Japan, May 8-9, 2006, Revised Selected and Invited Papers (Lecture Notes in Computer Sc

2007 y.
Publisher:
Description: This book constitutes the thoroughly refereed post-proceedings of the 7th International Workshop on Computational Logic for Multi-Agent Systems, CLIMA VII, held in Hakodate, Japan, in May 2006 as an associated event of AAMAS 2006, the main international conference on autonomous agents and multi-agent systems. The series of workshops presents current work on application of general and declarative theories grounded on computational logic to multi-agent systems specification, semantics and procedures, and confronts ideas such as autonomy, deliberation, knowledge, commitment, openness, trust, with the computational logic paradigms. The 14 revised full technical papers, 4 contest papers were carefully selected from 29 submissions and went through two rounds of reviewing and improvement. The topics of the regular papers include agent reasoning, such as deontic reasoning, probabilistic reasoning, contextual reasoning, decision making and abduction, agent communication, such as [detailed...]

ISBN: 3540696180
Book size: ; Page extent: 315.

 

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Jean-Louis Lassez, Gordon Plotkin
Computational Logic: Essays in Honor of Alan Robinson

y.
Publisher:
Description: Reflecting Alan Robinson`s fundamental contribution to computational logic, this book brings together seminal papers in inference, equality theories, and logic programming. [detailed...]

ISBN: 0262121565
Book size: ; Page extent: 0.

 

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Patrick Bultinck, Jan P. Tollenaere, Wilfried Langenaeker, Hans De Winter
Computational Medicinal Chemistry for Drug Discovery

2003 y.
Publisher:
Description: Observing computational chemistry`s proven value to the introduction of new medicines, this reference offers the techniques most frequently utilized by industry and academia for ligand design. Featuring contributions from more than fifty pre-eminent scienists, Computational Medicinal Chemistry for Drug Discovery surveys molecular structure computation, intermolecular behavior, ligand-receptor interaction, and modeling responding to market demands in its selection and authoritative treatment of topics. Thebook examines molecular mechanics, semi-empirical methods, wave function-based quantum chemistry, density functional theory, 3-D structure generation, and hybrid methods. [detailed...]

ISBN: 0824747747
Book size: ; Page extent: 1170.

 

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Jonathan Rameseder, Lennart Martens
Computational Methods for Fragment Spectrum Interpretation

2010 y.
Publisher:
Description: Post-translational modifications (PTMs) are of critical importance for a vast range of cellular processes such as growth control and signal transduction. Mass spectrometry (MS) can shed light on the characteristics of PTMs to gain insight into the mechanisms of numerous diseases including cancer. However, interpretation of tandem MS spectra including fragment ions with PTMs from high-throughput experiments is a complex challenge. The high number and diversity of known PTMs as well as suboptimal quality of spectra compromise the identification of PTMs in MS experiments. In this book, an efficient algorithm for the computational interpretation of tandem MS spectra including fragment ions with PTMs is described. Information on both precursor and fragment ion level is utilized and an arbitrary number of PTMs is considered. A robust statistical noise intensity model is developed to compensate for low spectrum quality. Finally, the algorithm is successfully applied on the fragment spectra [detailed...]

ISBN: 3639228588
Book size: ; Page extent: 56.

 

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S. A. Soman, S. A. Khaparde, Shubha Pandit
Computational Methods for Large Sparse Power Systems: An Object Oriented Approach (With CD-ROM)

y.
Publisher:
Description: [detailed...]

ISBN: 0792375912
Book size: ; Page extent: 0.

 

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Philippe G. Ciarlet
Computational Methods for the Atmosphere and the Oceans, Volume 14: Special Volume (Handbook of Numerical Analysis)

2009 y.
Publisher:
Description: This book provides a survey of the frontiers of research in the numerical modeling and mathematical analysis used in the study of the atmosphere and oceans. The details of the current practices in global atmospheric and ocean models, the assimilation of observational data into such models and the numerical techniques used in theoretical analysis of the atmosphere and ocean are among the topics covered. . Truly interdisciplinary: scientific interactions between specialties of atmospheric and ocean sciences and applied and computational mathematics . Uses the approach of computational mathematicians, applied and numerical analysts and the tools appropriate for unsolved problems in the atmospheric and oceanic sciences. Contributions uniquely address central problems and provide a survey of the frontier of research [detailed...]

ISBN: 0444518932
Book size: ; Page extent: 784.

 

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Ramon Marimon, Andrew Scott, European University Institute, Italy) European Economic Association Summer School 1996 Fiesole
Computational Methods for the Study of Dynamic Economies

y.
Publisher:
Description: [detailed...]

ISBN: 0198294972
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Ralph E. White, Venkat R. Subramanian
Computational Methods in Chemical Engineering with Maple

2010 y.
Publisher:
Description: This book helps chemical and other engineers develop their skills for solving mathematical models using Maple. These mathematical models can consist of systems of algebraic, ordinary, and partial differential equations. Maplea??s a?dsolvea?? is used to obtain solutions for many of these models. Maple worksheets are provided on the Springer website for use by readers to solve the example problems in this book. [detailed...]

ISBN: 3642043100
Book size: ; Page extent: 860.

 

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Erricos John Kontoghiorghes, Berc Rustem, Stavros Siokos
Computational Methods in Decision-Making, Economics and Finance (Applied Optimization, 74)

y.
Publisher:
Description: Computing has become essential for the modeling, analysis, and optimization of systems. This book is devoted to algorithms, computational analysis, and decision models. The chapters are organized in two parts: optimization models of decisions and models of pricing and equilibria. Optimization is at the core of rational decision making. Even when the decision maker has more than one goal or there is significant uncertainty in the system, optimization provides a rational framework for efficient decisions.The Markowitz mean-variance formulation is a classical example. The first part of the book is on recent developments in optimization decision models for finance and economics. The first four chapters of this part focus directly on multi-stage problems infinance. Chapters 5--8 involve the use of worst-case robust analysis. Chapters 9--11 are devoted to portfolio optimization. The final four chapters are on transportation-inventory with stochastic demand, optimal investment with CRRA [detailed...]

ISBN: 1402008392
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