Computational Intelligence Based On Lattice Theory

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Computational Intelligence Based on Lattice Theory

Vassilis G. Kaburlasos,Gerhard X. Ritter
Computational Intelligence Based on Lattice Theory Book PDF

Author : Vassilis G. Kaburlasos,Gerhard X. Ritter
Publisher : Springer
Page : 375 pages
File Size : 45,9 Mb
Release : 2007-06-26
Category : Computers
ISBN : 9783540726876

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Computational Intelligence Based on Lattice Theory by Vassilis G. Kaburlasos,Gerhard X. Ritter Pdf

This eighteen-chapter book presents the latest applications of lattice theory in Computational Intelligence (CI). The book focuses on neural computation, mathematical morphology, machine learning, and (fuzzy) inference/logic. The book comes out of a special session held during the World Council for Curriculum and Instruction World Conference (WCCI 2006). The articles presented here demonstrate how lattice theory may suggest viable alternatives in practical clustering, classification, pattern analysis, and regression applications.

Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory

Vassilis G. Kaburlasos
Towards a Unified Modeling and Knowledge Representation based on Lattice Theory Book PDF

Author : Vassilis G. Kaburlasos
Publisher : Springer Science & Business Media
Page : 245 pages
File Size : 42,5 Mb
Release : 2007-02-07
Category : Computers
ISBN : 9783540341703

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Towards a Unified Modeling and Knowledge-Representation based on Lattice Theory by Vassilis G. Kaburlasos Pdf

This research monograph proposes a unified, cross-fertilizing approach for knowledge-representation and modeling based on lattice theory. The emphasis is on clustering, classification, and regression applications. It presents novel tools and useful perspectives for effective pattern classification. The material is multi-disciplinary based on on-going research published in major scientific journals and conferences.

Introduction to Lattice Algebra

Gerhard X. Ritter,Gonzalo Urcid
Introduction to Lattice Algebra Book PDF

Author : Gerhard X. Ritter,Gonzalo Urcid
Publisher : CRC Press
Page : 292 pages
File Size : 45,9 Mb
Release : 2021-08-23
Category : Mathematics
ISBN : 9781000412604

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Introduction to Lattice Algebra by Gerhard X. Ritter,Gonzalo Urcid Pdf

Lattice theory extends into virtually every branch of mathematics, ranging from measure theory and convex geometry to probability theory and topology. A more recent development has been the rapid escalation of employing lattice theory for various applications outside the domain of pure mathematics. These applications range from electronic communication theory and gate array devices that implement Boolean logic to artificial intelligence and computer science in general. Introduction to Lattice Algebra: With Applications in AI, Pattern Recognition, Image Analysis, and Biomimetic Neural Networks lays emphasis on two subjects, the first being lattice algebra and the second the practical applications of that algebra. This textbook is intended to be used for a special topics course in artificial intelligence with a focus on pattern recognition, multispectral image analysis, and biomimetic artificial neural networks. The book is self-contained and – depending on the student’s major – can be used for a senior undergraduate level or first-year graduate level course. The book is also an ideal self-study guide for researchers and professionals in the above-mentioned disciplines. Features Filled with instructive examples and exercises to help build understanding Suitable for researchers, professionals and students, both in mathematics and computer science Contains numerous exercises.

Computational and Ambient Intelligence

Francisco Sandoval,Alberto Prieto,Joan Cabestany,Manuel Graña
Computational and Ambient Intelligence Book PDF

Author : Francisco Sandoval,Alberto Prieto,Joan Cabestany,Manuel Graña
Publisher : Springer
Page : 1167 pages
File Size : 49,7 Mb
Release : 2007-09-21
Category : Computers
ISBN : 9783540730071

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Computational and Ambient Intelligence by Francisco Sandoval,Alberto Prieto,Joan Cabestany,Manuel Graña Pdf

This book constitutes the refereed proceedings of the 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, held in San Sebastián, Spain in June 2007. Coverage includes theoretical concepts and neurocomputational formulations, evolutionary and genetic algorithms, data analysis, signal processing, robotics and planning motor control, as well as neural networks and other machine learning methods in cancer research.

Interactions Between Computational Intelligence and Mathematics

László T. Kóczy,Jesús Medina
Interactions Between Computational Intelligence and Mathematics Book PDF

Author : László T. Kóczy,Jesús Medina
Publisher : Springer
Page : 119 pages
File Size : 43,9 Mb
Release : 2018-03-10
Category : Technology & Engineering
ISBN : 9783319746814

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Interactions Between Computational Intelligence and Mathematics by László T. Kóczy,Jesús Medina Pdf

This book presents recent research in the field of interaction between computational intelligence and mathematics, ranging from theory to applications. Computational intelligence, or soft computing consists of various bio-inspired methods, especially fuzzy systems, artificial neural networks, evolutionary and memetic algorithms. These research areas were initiated by professionals in various applied fields, such as engineers, economists, and financial and medical experts. Although computational intelligence offered solutions (at least quasi-optimal solutions) for problems with high complexity, vague and undeterministic features, initially little attention was paid to the mathematical models and analysis of the methods successfully applied. A typical example is the extremely successful Mamdani-algorithm, and its modifications and extensions, applied since the mid-1970s, where the first analysis of the simplest cases, showing why this algorithm was so efficient and stable, was not given until the early 1990s. Since the mid-2000s, the authors have organized international conferences annually to focus on the mathematical methodological issues in connection with computational intelligence approaches. These conferences have attracted a large number of submissions with a wide scope of topics and quality. The editors selected several high-quality papers and approached the authors to submit an essentially extended and improved book chapter based on the lectures.This volume is the first contributed book on the subject.

Computational Intelligence in Medical Informatics

Arpad Kelemen,Ajith Abraham,Yulan Liang
Computational Intelligence in Medical Informatics Book PDF

Author : Arpad Kelemen,Ajith Abraham,Yulan Liang
Publisher : Springer Science & Business Media
Page : 389 pages
File Size : 51,8 Mb
Release : 2008-01-03
Category : Medical
ISBN : 9783540757665

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Computational Intelligence in Medical Informatics by Arpad Kelemen,Ajith Abraham,Yulan Liang Pdf

Medical Informatics (MI) is an emerging interdisciplinary science. This book deals with the application of computational intelligence in MI. Addressing the various issues of medical informatics using different computational intelligence approaches is the novelty of this edited volume. This volume comprises of 15 chapters selected on the basis of fundamental ideas/concepts including an introductory chapter giving the fundamental definitions and some important research challenges.

Hybrid Artificial Intelligent Systems

Emilio S. Corchado Rodriguez,Vaclav Snasel,Ajith Abraham,Michal Wozniak,Manuel Grana,Sung-Bae Cho
Hybrid Artificial Intelligent Systems Book PDF

Author : Emilio S. Corchado Rodriguez,Vaclav Snasel,Ajith Abraham,Michal Wozniak,Manuel Grana,Sung-Bae Cho
Publisher : Springer Science & Business Media
Page : 636 pages
File Size : 45,5 Mb
Release : 2012-03-21
Category : Computers
ISBN : 9783642289309

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Hybrid Artificial Intelligent Systems by Emilio S. Corchado Rodriguez,Vaclav Snasel,Ajith Abraham,Michal Wozniak,Manuel Grana,Sung-Bae Cho Pdf

The two LNAI volumes 7208 and 7209 constitute the proceedings of the 7th International Conference on Hybrid Artificial Intelligent Systems, HAIS 2012, held in Salamanca, Spain, in March 2012. The 118 papers published in these proceedings were carefully reviewed and selected from 293 submissions. They are organized in topical sessions on agents and multi agents systems, HAIS applications, cluster analysis, data mining and knowledge discovery, evolutionary computation, learning algorithms, systems, man, and cybernetics by HAIS workshop, methods of classifier fusion, HAIS for computer security (HAISFCS), data mining: data preparation and analysis, hybrid artificial intelligence systems in management of production systems, hybrid artificial intelligent systems for ordinal regression, hybrid metaheuristics for combinatorial optimization and modelling complex systems, hybrid computational intelligence and lattice computing for image and signal processing and nonstationary models of pattern recognition and classifier combinations.

Computational Intelligence

De-Shuang Huang,George William Irwin
Computational Intelligence Book PDF

Author : De-Shuang Huang,George William Irwin
Publisher : Springer Science & Business Media
Page : 1363 pages
File Size : 49,9 Mb
Release : 2006-08-04
Category : Computers
ISBN : 9783540372745

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Computational Intelligence by De-Shuang Huang,George William Irwin Pdf

This is the proceedings of the International Conference on Intelligent Computing, ICIC 2006, Kunming, China, August 2006. The book presents 165 revised full papers, carefully chosen and reviewed, organized in topical sections on fuzzy systems, fuzzy-neuro-evolutionary hybrids, supervised, unsupervised and reinforcement learning, intelligent agent and Web applications, intelligent fault diagnosis, natural language processing and expert systems, natural language human-machine interface using artificial neural networks, and intelligent financial engineering.

Hybrid Artificial Intelligent Systems, Part II

Manuel Grana Romay,Alexandre Manhaes Savio
Hybrid Artificial Intelligent Systems Part II Book PDF

Author : Manuel Grana Romay,Alexandre Manhaes Savio
Publisher : Springer
Page : 570 pages
File Size : 43,6 Mb
Release : 2010-06-14
Category : Computers
ISBN : 9783642138034

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Hybrid Artificial Intelligent Systems, Part II by Manuel Grana Romay,Alexandre Manhaes Savio Pdf

th The 5 International Conference on Hybrid Artificial Intelligence Systems (HAIS 2010) has become a unique, established and broad interdisciplinary forum for researchers and practitioners who are involved in developing and applying symbolic and sub-symbolic techniques aimed at the construction of highly robust and reliable problem-solving techniques, and bringing the most relevant achievements in this field. Overcoming the rigid encasing imposed by the arising orthodoxy in the field of arti- cial intelligence, which has led to the partition of researchers into so-called areas or fields, interest in hybrid intelligent systems is growing because they give freedom to design innovative solutions to the ever-increasing complexities of real-world pr- lems. Noise and uncertainty call for probabilistic (often Bayesian) methods, while the huge amount of data in some cases asks for fast heuristic (in the sense of suboptimal and ad-hoc) algorithms able to give answers in acceptable time frames. High dim- sionality demands linear and non-linear dimensionality reduction and feature extr- tion algorithms, while the imprecision and vagueness call for fuzzy reasoning and linguistic variable formalization. Nothing impedes real-life problems to mix diffic- ties, presenting huge quantities of noisy, vague and high-dimensional data; therefore, the design of solutions must be able to resort to any tool of the trade to attack the problem. Combining diverse paradigms poses challenging problems of computational and methodological interfacing of several previously incompatible approaches. This is, thus, the setting of HAIS conference series, and its increasing success is the proof of the vitality of this exciting field.

Hybrid Artificial Intelligent Systems, Part II

Manuel Grana Romay,Emilio Corchado,Alexandre Manhaes Savio
Hybrid Artificial Intelligent Systems Part II Book PDF

Author : Manuel Grana Romay,Emilio Corchado,Alexandre Manhaes Savio
Publisher : Springer Science & Business Media
Page : 556 pages
File Size : 52,5 Mb
Release : 2010-06-11
Category : Computers
ISBN : 9783642138027

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Hybrid Artificial Intelligent Systems, Part II by Manuel Grana Romay,Emilio Corchado,Alexandre Manhaes Savio Pdf

This book constitutes the proceedings of the 5th International Conference on Hybrid Artificial Intelligent Systems, held in San Sebastian, Spain, in June 2010.

Computational Intelligence for Agent-based Systems

Raymond S.T. Lee
Computational Intelligence for Agent based Systems Book PDF

Author : Raymond S.T. Lee
Publisher : Springer Science & Business Media
Page : 274 pages
File Size : 49,9 Mb
Release : 2007-07-24
Category : Technology & Engineering
ISBN : 9783540731771

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Computational Intelligence for Agent-based Systems by Raymond S.T. Lee Pdf

The scope of this volume is to give to the reader a wide scenario of recent works characterized by a synergistic combination of Soft Computing area with recent trends of Distributed Artificial Intelligence and Ambient Intelligence. The editors present two basic paradigms: the emergence of computational intelligence as a mature and integrated science, and the power of the agent paradigm in realizing complex and distributed environments. This book explores these emerging areas inviting well-known authors whose expertise is widely recognized.

Computational Intelligence in Theory and Practice

Bernd Reusch,Karl-Heinz Temme
Computational Intelligence in Theory and Practice Book PDF

Author : Bernd Reusch,Karl-Heinz Temme
Publisher : Springer Science & Business Media
Page : 276 pages
File Size : 40,7 Mb
Release : 2001-01-18
Category : Computers
ISBN : 3790813575

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Computational Intelligence in Theory and Practice by Bernd Reusch,Karl-Heinz Temme Pdf

Computational Intelligence with its roots in Fuzzy Logic, Neural Networks and Evolutionary Algorithms has become an important research and application field in computer science in the last decade. Methodologies from these areas and combinations of them enable users from engineering, business, medicine and many more branches to capture and process vague, incomplete, uncertain and imprecise data and knowledge. Many algorithms and tools have been developed to solve problems in the realms of high and low level control, information processing, diagnostics, decision support, classification, optimisation and many more. This book tries to show the impact and feedback between theory and applications of Computational Intelligence, highlighted on selected examples.

Computational Intelligence and Mathematics for Tackling Complex Problems 3

István Á. Harmati,László T. Kóczy,Jesús Medina,Eloísa Ramírez-Poussa
Computational Intelligence and Mathematics for Tackling Complex Problems 3 Book PDF

Author : István Á. Harmati,László T. Kóczy,Jesús Medina,Eloísa Ramírez-Poussa
Publisher : Springer Nature
Page : 223 pages
File Size : 46,9 Mb
Release : 2021-08-25
Category : Technology & Engineering
ISBN : 9783030749705

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Computational Intelligence and Mathematics for Tackling Complex Problems 3 by István Á. Harmati,László T. Kóczy,Jesús Medina,Eloísa Ramírez-Poussa Pdf

Complex problems and systems, which prevail in the real world, cannot often be tackled and solved either by traditional methods offered by mathematics or even the traditional computer science (CS) and and artificial intelligence (AI)..). What is the way out of this dilemma? Advanced methodologies, and tools and techniques, „mimicking” human reasoning or the behavior of animals, animal populations or certain parts of the living bod, based on traditional computer science science and the initial approaches of artificial intelligence are often referred to as biologically inspired methods, or often computational intelligence (CI). Computational intelligence offers effective and efficient solutions to many „unsolvable" problems problems. However, it is far from being a ready to use and complete collection of approaches, and is rather a continuously developing field without clear borders. The emerging new models and algorithms of computational intelligence are deeply rooted in the vast apparatus of traditional mathematics. Thus, the investigation of connections and synergy between mathematics and computational intelligence is an eminent goal which is periodically pursued by a group of mathematicians and computational intelligence researchers who regularly attand the annual European Symposia on Computational Intelligence and Mathematics (ESCIM). Some relevant papers from the last ESCIM-2020 are included in this volume.

Computational Intelligence in Theory and Practice

Bernd Reusch,Karl-Heinz Temme
Computational Intelligence in Theory and Practice Book PDF

Author : Bernd Reusch,Karl-Heinz Temme
Publisher : Springer Science & Business Media
Page : 265 pages
File Size : 45,6 Mb
Release : 2013-03-20
Category : Computers
ISBN : 9783790818314

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Computational Intelligence in Theory and Practice by Bernd Reusch,Karl-Heinz Temme Pdf

Computational Intelligence with its roots in Fuzzy Logic, Neural Networks and Evolutionary Algorithms has become an important research and application field in computer science in the last decade. Methodologies from these areas and combinations of them enable users from engineering, business, medicine and many more branches to capture and process vague, incomplete, uncertain and imprecise data and knowledge. Many algorithms and tools have been developed to solve problems in the realms of high and low level control, information processing, diagnostics, decision support, classification, optimisation and many more. This book tries to show the impact and feedback between theory and applications of Computational Intelligence, highlighted on selected examples.

Computational Intelligence in Decision and Control

Da Ruan
Computational Intelligence in Decision and Control Book PDF

Author : Da Ruan
Publisher : World Scientific
Page : 1201 pages
File Size : 46,7 Mb
Release : 2008
Category : Computers
ISBN : 9789812799470

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Computational Intelligence in Decision and Control by Da Ruan Pdf

FLINS, originally an acronym for Fuzzy Logic and Intelligent Technologies in Nuclear Science, is now extended to Computational Intelligence for applied research. The contributions to the eighth edition in the series of FLINS conferences cover state-of-the-art research, development, and technology for computational intelligence systems in general, and for intelligent decision and control in particular.