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Soft Computing in Ontologies and Semantic Web (Studies in Fuzziness and Soft Computing)
This book covers in a great depth the fast growing topic of tools, techniques and applications of soft computing (e.g., fuzzy logic, genetic algorithms, neural networks, rough sets, Bayesian...
Knowledge-Based Virtual Education: User-Centred Paradigms (Studies in Fuzziness and Soft Computing)
Virtual learning plays an important role in providing academicians, educators and students alike, with advanced learning experiences. At the forefront of these current technologies are...
Intelligent Paradigms for Healthcare Enterprises: Systems Thinking (Studies in Fuzziness and Soft Computing)
This compendium brings together leading researchers in the fields of Intelligent Systems and healthcare aiming at medical engineers, healthcare managers and computer scientists worldwide. This...
Hierarchical Bayesian Optimization Algorithm: Toward a New Generation of Evolutionary Algorithms (Studies in Fuzziness and Soft Computing)
This book provides a framework for the design of competent optimization techniques by combining advanced evolutionary algorithms with state-of-the-art machine learning techniques. The primary...
Do Smart Adaptive Systems Exist?: Best Practice for Selection and Combination of Intelligent Methods (Studies in Fuzziness and Soft Computing)
Do Smart Adaptive Systems Exist? is intended as a reference and a guide summarising and focusing on best practices when using intelligent techniques and building systems requiring a degree of...
Fuzzy Group Theory (Studies in Fuzziness and Soft Computing)
This book presents an up-to-date account of research in important topics of fuzzy group theory. It concentrates on the theoretical aspects of fuzzy subgroups of a group. It includes applications...
Fuzzy Equational Logic (Studies in Fuzziness and Soft Computing)
Extending the Scalability of Linkage Learning Genetic Algorithms: Theory & Practice (Studies in Fuzziness and Soft Computing)
Genetic algorithms (GAs) are powerful search techniques based on principles of evolution and widely applied to solve problems in many disciplines. However, most GAs employed in practice nowadays...
Mathematics of Uncertainty: Ideas, Methods, Application Problems (Studies in Fuzziness and Soft Computing)
`Mathematics of Uncertainty` provides the basic ideas and foundations of uncertainty, covering the fields of mathematics in which uncertainty, variability, imprecision and fuzziness of data are...
Fuzzy Quantifiers: A Computational Theory (Studies in Fuzziness and Soft Computing) (Studies in Fuzziness and Soft Computing)
An Introduction to Fuzzy Quantification: Origins and Basic Concepts.- A Framework for Fuzzy Quantification.- The Axiomatic Class of Plausible Models.- Semantic Properties of the Models.- Special...
Fundamentals of Statistics with Fuzzy Data (Studies in Fuzziness and Soft Computing)
This research monograph presents basic foundational aspects for a theory of statistics with fuzzy data, together with a set of practical applications. Fuzzy data are modeled as observations from...
Knowledge Mining: Proceedings of the NEMIS 2004 Final Conference (Studies in Fuzziness and Soft Computing)
This book contains the papers presented during the 3rd International Workshop on Text Mining and its Applications held in Athens, Greece. This workshop is the final event of the activities of a...
Towards a New Evolutionary Computation: Advances on Estimation of Distribution Algorithms (Studies in Fuzziness and Soft Computing)
Estimation of Distribution Algorithms (EDAs) are a set of algorithms in the Evolutionary Computation (EC) field characterized by the use of explicit probability distributions in optimization....
Fuzzy Chaotic Systems: Modeling, Control, and Applications (Studies in Fuzziness and Soft Computing)
`Transition between Fuzzy and Chaotic Systems` provides original heuristic research achievements and insightful ideas on the interactions or intrinsic relationships between fuzzy logic and chaos...
Innovations in Fuzzy Clustering: Theory and Applications (Studies in Fuzziness and Soft Computing)
There is a great interest in clustering techniques due to the vast amount of data generated in every field including business, health, science, engineering, aerospace, management and so on. It...
Fuzzy Systems Engineering: Theory and Practice (Studies in Fuzziness and Soft Computing)
This book is devoted to reporting innovative and significant progress in fuzzy system engineering. Given the maturation of fuzzy logic, this book is dedicated to exploring the recent...
Simulating Fuzzy Systems (Studies in Fuzziness and Soft Computing)
Simulating Fuzzy Systems demonstrates how many systems naturally become fuzzy systems and shows how regular (crisp) simulation can be used to estimate the alpha-cuts of the fuzzy numbers used to...
Foundations of Learning Classifier Systems (Studies in Fuzziness and Soft Computing) (Studies in Fuzziness and Soft Computing)
This volume brings together recent theoretical work in Learning Classifier Systems (LCS), which is a Machine Learning technique combining Genetic Algorithms and Reinforcement Learning. It...
Rule-Based Evolutionary Online Learning Systems: A Principled Approach to LCS Analysis and Design (Studies in Fuzziness and Soft Computing)
This book offers a comprehensive introduction to learning classifier systems (LCS) ? or more generally, rule-based evolutionary online learning systems. LCSs learn interactively ? much like a...
Soft Computing in Web Information Retrieval: Models and Applications (Studies in Fuzziness and Soft Computing)
This book presents some recent works on the application of Soft Computing techniques in information access on the World Wide Web. The book comprises 15 chapters from internationally known...
Soft Computing for Information Processing and Analysis (Studies in Fuzziness and Soft Computing)
Search engines, with Google at the top, have become the most heavily - used online service, with millions of searches performed every day and many remarkable capabilities. Soft Computing for...
Evolvable Machines: Theory & Practice (Studies in Fuzziness and Soft Computing)
Methods for the artificial evolution of active components, such as programs and hardware, are rapidly developing branches of adaptive computation and adaptive engineering. Evolvable Machines...
Monitoring, Security, and Rescue Techniques in Multiagent Systems (Advances in Soft Computing)
In today?s society the issue of security has become a crucial one. The use of knowledge-based technology in security applications emerges with important applications in monitoring, control,...
Intelligent Information Processing and Web Mining: Proceedings of the International IIS: IIPWM´05 Conference held in Gdansk, Poland, June 13-16, 2005 (Advances in Soft Computing)
This edited book contains articles accepted for presentation during the conference `Intelligent Information Systems 2005 (IIS 2005) - New Trends in Intelligent Information Processing and Web...
Granular Computing: At the Junction of Rough Sets and Fuzzy Sets (Studies in Fuzziness and Soft Computing)
Since their very inception, both fuzzy and rough set theories have earned a sound, well-deserved reputation owing to their intrinsic capabilities to model uncertainty coming from the real world....
Knowledge-Based Neurocomputing: A Fuzzy Logic Approach (Studies in Fuzziness and Soft Computing)
In this monograph, the authors introduce a novel fuzzy rule-base, referred to as the Fuzzy All-permutations Rule-Base (FARB). They show that inferring the FARB, using standard tools from fuzzy...
Fuzzy Systems in Bioinformatics and Computational Biology (Studies in Fuzziness and Soft Computing)
Biological systems are inherently stochastic and uncertain. Thus, research in bioinformatics, biomedical engineering and computational biology has to deal with a large amount of uncertainties....
Practical Applications of Soft Computing in Engineering
Soft computing has been presented not only with the theoretical developments but also with a large variety of realistic applications to consumer products and industrial systems. Application of...
Aspects of Automatic Text Analysis (Studies in Fuzziness and Soft Computing)
The significance of natural language texts as the prime information structure for the management and dissemination of knowledge is - as the rise of the web shows - still increasing. Making...
Soft Computing in Image Processing (Studies in Fuzziness and Soft Computing)
Images have always been very important in human life. Their applications range from primitive communication between humans of all ages to advanced technologies in the industrial, medical and...
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