Do Smart Adaptive Systems Exist

Over three years of various EUNITE activities focusing on issues of adaptation and intelligent behaviour of computing and engineering systems has also led to posing the question which is the title of this book: Do smart adaptive systems ...

Author: Bogdan Gabrys

Publisher: Springer

ISBN: 9783540323747

Category: Technology & Engineering

Page: 370

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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 adaptation and intelligence. It is therefore not intended as a collection of the most recent research results, but as a practical guide for experts from other areas and industrial users interested in building solutions to their problems using intelligent techniques. One of the main issues covered is an attempt to answer the question of how to select and/or combine suitable intelligent techniques from a large pool of potential solutions. Another attractive feature of the book is that it brings together experts from neural network, fuzzy, machine learning, evolutionary and hybrid systems communities who will provide their views on how these different intelligent technologies have contributed and will contribute to creation of smart adaptive systems of the future.
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Hybrid Artificial Intelligence Systems

Do. Smart. Adaptive. Systems. Exist? Hybrid. Intelligent. Systems. Perspective. Bogdan Gabrys Smart Technology Research Centre Computational Intelligence Research Group Bournemouth University Talbot Campus, Fern Barrow, Poole, Dorset, ...

Author: Emilio Corchado

Publisher: Springer

ISBN: 9783540876564

Category: Computers

Page: 767

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The Third International Workshop on Hybrid Artificial Intelligence Systems (HAIS 2008) presented the most recent developments in the dynamically expanding realm of symbolic and sub-symbolic techniques aimed at the construction of highly robust and reliable problem-solving techniques. Hybrid intelligent systems have become incre- ingly popular given their capabilities to handle a broad spectrum of real-world c- plex problems which come with inherent imprecision, uncertainty and vagueness, high-dimensionality, and non stationarity. These systems provide us with the oppor- nity to exploit existing domain knowledge as well as raw data to come up with prom- ing solutions in an effective manner. Being truly multidisciplinary, the series of HAIS workshops offers a unique research forum to present and discuss the latest theoretical advances and real-world applications in this exciting research field. This volume of Lecture Notes on Artificial Intelligence (LNAI) includes accepted papers presented at HAIS 2008 held in University of Burgos, Burgos, Spain, Sept- ber 2008 The global purpose of HAIS conferences has been to form a broad and interdis- plinary forum for hybrid artificial intelligence systems and associated learning pa- digms, which are playing increasingly important roles in a large number of application areas. Since its first edition in Brazil in 2006, HAIS has become an important forum for researchers working on fundamental and theoretical aspects of hybrid artificial intel- gence systems based on the use of agents and multiagent systems, bioinformatics and bio-inspired models, fuzzy systems, artificial vision, artificial neural networks, opti- zation models and alike.
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Recent Contributions in Intelligent Systems

Do smart adaptive systems exist?—Best Practice for Selection and Combination of Intelligent Methods. Springer series on Studies in Fuzziness and Soft Computing. vol. 173. Springer (2005) Angeline, P.: Evolutionary optimisation versus ...

Author: Vassil Sgurev

Publisher: Springer

ISBN: 9783319414386

Category: Technology & Engineering

Page: 390

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This volume is a brief, yet comprehensive account of new development, tools, techniques and solutions in the broadly perceived “intelligent systems”. New concepts and ideas concern the development of effective and efficient models which would make it possible to effectively and efficiently describe and solve processes in various areas of science and technology. Special emphasis is on the dealing with uncertainty and imprecision that permeates virtually all real world processes and phenomena, and has to properly be modeled by formal and algorithmic tools and techniques so that they be adequate and useful. The papers in this volume concern a wide array of possible techniques exemplified by, on the one hand, logic, probabilistic, fuzzy, intuitionistic fuzzy, neuro-fuzzy, etc. approaches. On the other hand, they represent the use of such systems modeling tools as generalized nets, optimization and control models, systems analytic models, etc. They concerns a variety of approaches, from pattern recognition, image analysis, education system modeling, biological and medical systems modeling, etc.
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Uncertainty and Intelligent information Systems

D.-A. Chiang, L. R. Chow and Y.-F. Wang, Mining time series data by a fuzzy linguistic summary system. ... B. Gabrys, K. Leiviska, and J. Strackeljan, Do Smart Adaptive Systems Exist?, Springer, Berlin, Heidelberg, New York, pp.

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ISBN: 9789814471794

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Man Machine Interactions 3

Do Smart Adaptive Systems Exist? - Best Practice for Selection and Combination of Intelligent Methods. STUDFUZZ, vol. 173. Springer, Heidelberg (2005) 5. 10. 11. 12. Gantz, J., Reinsel, D.: The digital 40 B. Gabrys References.

Author: Dr. Aleksandra Gruca

Publisher: Springer Science & Business Media

ISBN: 9783319023090

Category: Technology & Engineering

Page: 665

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Man-Machine Interaction is an interdisciplinary field of research that covers many aspects of science focused on a human and machine in conjunction. Basic goal of the study is to improve and invent new ways of communication between users and computers, and many different subjects are involved to reach the long-term research objective of an intuitive, natural and multimodal way of interaction with machines. The rapid evolution of the methods by which humans interact with computers is observed nowadays and new approaches allow using computing technologies to support people on the daily basis, making computers more usable and receptive to the user's needs. This monograph is the third edition in the series and presents important ideas, current trends and innovations in the man-machine interactions area. The aim of this book is to introduce not only hardware and software interfacing concepts, but also to give insights into the related theoretical background. Reader is provided with a compilation of high-quality original papers covering a wide scope of research topics divided into eleven sections, namely: human-computer interactions, robot control, embedded and navigation systems, bio data analysis and mining, biomedical signal processing, image and sound processing, decision support and expert systems, rough and fuzzy systems, pattern recognition, algorithms and optimization, computer networks and mobile technologies and data management systems.
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Hybrid Intelligent Systems

Fuzzy linguistic data summaries as a human consistent, user adaptable solution to data mining. In B. Gabrys, K. Leiviska, J. Strackeljan (Eds.) Do Smart Adaptive Systems Exist? Springer, Berlin Heidelberg New York, 321-339.

Author: Oscar Castillo

Publisher: Springer

ISBN: 9783540374213

Category: Computers

Page: 433

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This volume offers a general view of recent conceptual developments of Soft Computing (SC). It presents successful new applications of SC to real-world problems leading to better performance than "traditional" methods. The edited volume covers a wide spectrum of applications including areas such as: robotic dynamic systems, non-linear plants, manufacturing systems, and time series prediction.
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Intelligent Techniques and Tools for Novel System Architectures

J. Kacprzyk, S. Zadro ̇zny, Fuzzy linguistic data summaries as a human consistent, user adaptable solution to data mining, in: B. Gabrys, K. Leiviska, J. Strackeljan (Eds.), Do Smart Adaptive Systems Exist?, Springer, Berlin Heidelberg ...

Author: Panagiotis Chountas

Publisher: Springer

ISBN: 9783540776239

Category: Technology & Engineering

Page: 548

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This volume presents new directions and solutions in broadly perceived intelligent systems. An urgent need this volume has occurred as a result of vivid discussions and presentations at the "IEEE-IS’ 2006 – The 2006 Third International IEEE Conference on Intelligent Systems" held in London, UK, September, 2006. This book is a compilation of many valuable inspiring works written by both the conference participants and some other experts in this new and challenging field.
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Type 2 Fuzzy Neural Networks and Their Applications

Abiyev R, Kaynak O, Kayacan E (2013) A type-2 fuzzy wavelet neural network for system identification and control. Journal of the Franklin Institute ... IEEE International Conf. on Fuzzy Systems, Vol. ... Do Smart Adaptive Systems Exist?

Author: Rafik Aziz Aliev

Publisher: Springer

ISBN: 9783319090726

Category: Computers

Page: 190

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This book deals with the theory, design principles, and application of hybrid intelligent systems using type-2 fuzzy sets in combination with other paradigms of Soft Computing technology such as Neuro-Computing and Evolutionary Computing. It provides a self-contained exposition of the foundation of type-2 fuzzy neural networks and presents a vast compendium of its applications to control, forecasting, decision making, system identification and other real problems. Type-2 Fuzzy Neural Networks and Their Applications is helpful for teachers and students of universities and colleges, for scientists and practitioners from various fields such as control, decision analysis, pattern recognition and similar fields.
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Intelligent Paradigms for Healthcare Enterprises

Systems Thinking Barry G. Silverman, Lakhmi C. Jain, Ashlesha Jain, Ajita Ichalkaranje ... Bogdan Gabrys , Kauko Leiviskä , Jens Strackeljan ( Eds . ) Do Smart Adaptive Systems Exist ?, 2005 ISBN 3-540-24077-2 Vol . 174.

Author: Barry G. Silverman

Publisher: Springer Science & Business Media

ISBN: 3540229035

Category: Computers

Page: 266

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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 book is an overview of intelligent paradigms and strategic investments that might payoff for the healthcare enterprise. Specifically, the reader will get ideas for efficiency enhancements for improving effectiveness and quality of care and for increasing patient safety. "Advanced Intelligent Paradigms in Healthcare" straddles technologic topics from DNA processing and automating medical second opinions in the lab, to telemedicine and chat spaces for rural patient outreach, among many others. In terms of management concerns, this book also explores systems approaches such as automated clinical guidelines, institutional workflow management, and best practices and lessons learned with actual applications.
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Engineering Tools in the Beverage Industry

In: Hybrid intelligent systems: evolving intelligence in hierarchical layers. Do Smart Adaptive Systems Exist? pp. 159–179. Alexander, P.W., Di Benedetto, L.T., Hibbert, D.B., 1998. A field-portable gas analyzer with an array of six ...

Author: Alexandru Grumezescu

Publisher: Woodhead Publishing

ISBN: 9780128156988

Category: Technology & Engineering

Page: 504

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Engineering Tools in the Beverage Industry, Volume Three in The Science of Beverages series, is an invaluable resource for anyone in the beverages field who is involved with quality assurance, lab analysis, and the safety of beverage products. The book offers updates on the latest techniques and applications, including extraction, biochemical isotope analysis, metabolomics, microfiltration, and encapsulation. Users will find this book to be an excellent resource for industrial research in an ever-changing field. Provides practical tools and techniques for research and development in beverages. Offers analysis strategies for beverage quality evaluation. Presents analytical methods for ingredient authenticity.
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Multicriteria Decision Aid and Artificial Intelligence

Gabrys B, Leiviska K and Strackeljan J (2005) Do Smart Adaptive Systems Exist? Springer-Verlag, Berlin. Halpern J, Blume L and Easley D (2012) Redoing the foundations of decision theory. http:/lwww.cis.upenn.edultimedc/may05l'oseph.pdf.

Author: Michael Doumpos

Publisher: John Wiley & Sons

ISBN: 9781118522493

Category: Business & Economics

Page: 368

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Presents recent advances in both models and systems for intelligent decision making. Organisations often face complex decisions requiring the assessment of large amounts of data. In recent years Multicriteria Decision Aid (MCDA) and Artificial Intelligence (AI) techniques have been applied with considerable success to support decision making in a wide range of complex real-world problems. The integration of MCDA and AI provides new capabilities relating to the structuring of complex decision problems in static and distributed environments. These include the handling of massive data sets, the modelling of ill-structured information, the construction of advanced decision models, and the development of efficient computational optimization algorithms for problem solving. This book covers a rich set of topics, including intelligent decision support technologies, data mining models for decision making, evidential reasoning, evolutionary multiobjective optimization, fuzzy modelling, as well as applications in management and engineering. Multicriteria Decision Aid and Artificial Intelligence: Covers all of the recent advances in intelligent decision making. Includes a presentation of hybrid models and algorithms for preference modelling and optimisation problems. Provides illustrations of new intelligent technologies and architectures for decision making in static and distributed environments. Explores the general topics on preference modelling and learning, along with the coverage of the main techniques and methodologies and applications. Is written by experts in the field. This book provides an excellent reference tool for the increasing number of researchers and practitioners interested in the integration of MCDA and AI for the development of effective hybrid decision support methodologies and systems. Academics and post-graduate students in the fields of operational research, artificial intelligence and management science or decision analysis will also find this book beneficial.
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Fuzzy Systems Engineering

Studies in Fuzziness and Soft Computing , Volume 181 Luiza de Macedo Mourelle Fuzzy Systems Engineering Theory and Practice ... Bogdan Gabrys , Kauko Leiviskä , Jens Strackeljan ( Eds . ) Do Smart Adaptive Systems Exist ?, 2005 ISBN ...

Author: Nadia Nedjah

Publisher: Springer Science & Business Media

ISBN: 354025322X

Category: Computers

Page: 226

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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 breakthroughs in fuzziness and soft computing in favour of intelligent system engineering. This monograph presents novel developments of the fuzzy theory as well as interesting applications of the fuzzy logic exploiting the theory to engineer intelligent systems.
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Computational Intelligence Research Frontiers

In: ResSystemica, 5 (Special issue on the 6th European Congress on Systems Science, Paris 2005) (2005) Lesot, ... Do Smart adaptive systems exist – Best practice for selection and combination of intelligent methods.

Author: Jacek M. Zurada

Publisher: Springer

ISBN: 9783540688600

Category: Computers

Page: 392

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The 2008 IEEE World Congress on Computational Intelligence (WCCI 2008), held during June 1–6, 2008 in Hong Kong, China, marked an important milestone in advancing the paradigms of the new fields of computational intelligence. As the fifth event in the series that has spanned the globe (Orlando-1994, Anchorage-1998, Honolulu-2002, Vancouver-2006), the congress offered renewed and refreshing focus on the progress in nature-inspired and linguistically motivated computation. Most of the congress’s program featured regular and special technical sessions that provided participants with new insights into the most recent developments in the field. As a tradition, in addition to the parallel technical sessions, WCCI holds a series of plenary and invited lectures which are not included in the congress proceedings. As its predecessors, at WCCI 2008, 20 expert speakers shared their expertise on broader, if not panoramic, topics spanning a diverse spectrum of computational intelligence in the areas of neurocomputing, fuzzy systems, evolutionary computation, and adjacent areas. Thanks to their time and expertise, we endeavored to offer this volume to attendees directly at the congress and the general public afterwards.
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Encyclopedia of Business Analytics and Optimization

Intelligent Decision Technologies, 5(2), 101–111. Sutton, R., & Barto, A. (1998). ... Management Information Systems Quarterly, 16(1), 95–116. doi:10.2307/249703 Arnott, D., & Pervan, G. (2005). ... Do smart adaptive systems exist?

Author: Wang, John

Publisher: IGI Global

ISBN: 9781466652033

Category: Business & Economics

Page: 2754

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As the age of Big Data emerges, it becomes necessary to take the five dimensions of Big Data- volume, variety, velocity, volatility, and veracity- and focus these dimensions towards one critical emphasis - value. The Encyclopedia of Business Analytics and Optimization confronts the challenges of information retrieval in the age of Big Data by exploring recent advances in the areas of knowledge management, data visualization, interdisciplinary communication, and others. Through its critical approach and practical application, this book will be a must-have reference for any professional, leader, analyst, or manager interested in making the most of the knowledge resources at their disposal.
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Smart Adaptive Systems on Silicon

are ongoing , the effects on design productivity can be huge . The today limitations are still in the research theory . System level entry Great growth potential No consolidated approach Tools still in development No completed design ...

Author: Maurizio Valle

Publisher: Springer Science & Business Media

ISBN: 1402027435

Category: Science

Page: 304

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Intelligent/smart systems have become common practice in many engineering applications. On the other hand, current low cost standard CMOS technology (and future foreseeable developments) makes available enormous potentialities. The next breakthrough will be the design and development of "smart adaptive systems on silicon" i.e. very power and highly size efficient complete systems (i.e. sensing, computing and "actuating" actions) with intelligence on board on a single silicon die. Smart adaptive systems on silicon will be able to "adapt" autonomously to the changing environment and will be able to implement "intelligent" behaviour and both perceptual and cognitive tasks. At last, they will communicate through wireless channels, they will be battery supplied or remote powered (via inductive coupling) and they will be ubiquitous in our every day life. Although many books deal with research and engineering topics (i.e. algorithms, technology, implementations, etc.) few of them try to bridge the gap between them and to address the issues related to feasibility, reliability and applications. Smart Adaptive Systems on Silicon, though not exhaustive, tries to fill this gap and to give answers mainly to the feasibility and reliability issues. Smart Adaptive Systems on Silicon mainly focuses on the analog and mixed mode implementation on silicon because this approach is amenable of achieving impressive energy and size efficiency. Moreover, analog systems can be more easily interfaced with sensing and actuating devices.
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Mobile Technologies and Augmented Reality in Open Education

Design and implementation of intelligent systems with LEGO Mindstorms for undergraduate computer engineers. ... Mobile augmented reality system architecture for ubiquitous e-learning. ... In Do Smart Adaptive Systems Exist? (pp. 57–79).

Author: Kurubacak, Gulsun

Publisher: IGI Global

ISBN: 9781522521112

Category: Education

Page: 366

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Novel trends and innovations have enhanced contemporary educational environments. When applied properly, these computing advances can create enriched learning opportunities for students. Mobile Technologies and Augmented Reality in Open Education is a pivotal reference source for the latest academic research on the integration of interactive technology and mobile applications in online and distance learning environments. Highlighting scholarly perspectives across numerous topics such as wearable technology, instructional design, and flipped learning, this book is ideal for educators, professionals, practitioners, academics, and graduate students interested in the role of augmented reality in modern educational contexts.
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Fuzzy Logic in Financial Analysis

Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul. Newelska 6 01-447 Warsaw Poland ... Bogdan Gabrys, Kauko Leiviskä, Jens Strackeljan (Eds.) Do Smart Adaptive Systems Exist?, 2005 ISBN 3-540-24077-2 Vol. 174.

Author: Anna Maria Gil-Lafuente

Publisher: Springer

ISBN: 9783540323686

Category: Technology & Engineering

Page: 450

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In today’s increasingly complex and uncertain business environment, financial analysis is yet more critical to business managers who tackle problems of an economic or business nature. Knowledge based on formal logic and even experience becomes less sufficient. This volume systematically sets out the basic elements on which to base financial analysis for business in the new century. It incorporates a previous work that can serve as the basis and foundation for the new contributions that are now being made in the field of financial economy and intend to provide business with instruments and models suitable for dealing with the new economic context. In dealing with rapid and unpredictable changes in technological and business conditions, it postulates a growing reliance on the opinions of experts instead of past data or probabilistic forecasts, which is a radical change but may yield fruitful results. For this reason, much emphasis is devoted to the problem of aggregation of the opinion of experts in the financial field, with the object of limiting, wherever possible, the subjective component of the opinions and making sure that the decisions have the best guarantee of reaching the desired objectives.
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Support Vector Machines Theory and Applications

Patricia Melin , Oscar Castillo Hybrid Intelligent Systems for Pattern Recognition Using Soft Computing , 2005 ISBN 3-540-24121-3 Vol . 173. Bogdan Gabrys , Kauko Leiviskä , Jens Strackeljan ( Eds . ) Do Smart Adaptive Systems Exist ?

Author: Lipo Wang

Publisher: Springer Science & Business Media

ISBN: 3540243887

Category: Computers

Page: 431

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The support vector machine (SVM) has become one of the standard tools for machine learning and data mining. This carefully edited volume presents the state of the art of the mathematical foundation of SVM in statistical learning theory, as well as novel algorithms and applications. Support Vector Machines provides a selection of numerous real-world applications, such as bioinformatics, text categorization, pattern recognition, and object detection, written by leading experts in their respective fields.
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Information Processing and Management of Uncertainty in Knowledge Based Systems

Do Smart Adaptive Systems Exist?, vol. 173, pp. 321–339. Springer, Heidelberg (2005). https://doi.org/10.1007/3-540-32374-016 Kacprzyk, J., Zadro ̇zny, S.: Linguistic database summaries and their protoforms: toward natural language ...

Author: Marie-Jeanne Lesot

Publisher: Springer Nature

ISBN: 9783030501464

Category: Computers

Page: 753

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This three volume set (CCIS 1237-1239) constitutes the proceedings of the 18th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2020, in June 2020. The conference was scheduled to take place in Lisbon, Portugal, at University of Lisbon, but due to COVID-19 pandemic it was held virtually. The 173 papers were carefully reviewed and selected from 213 submissions. The papers are organized in topical sections: homage to Enrique Ruspini; invited talks; foundations and mathematics; decision making, preferences and votes; optimization and uncertainty; games; real world applications; knowledge processing and creation; machine learning I; machine learning II; XAI; image processing; temporal data processing; text analysis and processing; fuzzy interval analysis; theoretical and applied aspects of imprecise probabilities; similarities in artificial intelligence; belief function theory and its applications; aggregation: theory and practice; aggregation: pre-aggregation functions and other generalizations of monotonicity; aggregation: aggregation of different data structures; fuzzy methods in data mining and knowledge discovery; computational intelligence for logistics and transportation problems; fuzzy implication functions; soft methods in statistics and data analysis; image understanding and explainable AI; fuzzy and generalized quantifier theory; mathematical methods towards dealing with uncertainty in applied sciences; statistical image processing and analysis, with applications in neuroimaging; interval uncertainty; discrete models and computational intelligence; current techniques to model, process and describe time series; mathematical fuzzy logic and graded reasoning models; formal concept analysis, rough sets, general operators and related topics; computational intelligence methods in information modelling, representation and processing.
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Bioinformatics Using Computational Intelligence Paradigms

Janusz Kacprzyk Systems Research Institute Polish Academy of Sciences ul . Newelska 6 01-447 Warsaw , Poland E ... B. Gabrys , K. Leiviskä , J. Strackeljan ( Eds . ) Do Smart Adaptive Systems Exist ?, 2005 ISBN 3-540-24077-2 Vol . 174.

Author: Udo Seiffert

Publisher: Springer Science & Business Media

ISBN: 3540229019

Category: Computers

Page: 211

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Bioinformatics and computational intelligence are undoubtedly remarkably fast growing fields of research and real-world applications with enormous potential for current and future developments. Bioinformatics Using Computational Intelligence Paradigms contains recent theoretical approaches and guiding applications of biologically inspired information processing systems (computational intelligence) against the background of bioinformatics. This carefully edited monograph combines the latest results of bioinformatics and computational intelligence, and offers promising cross-fertilization and interdisciplinary work between these growing fields.
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