Flexible Approaches In Data Information And Knowledge Management
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Author |
: Olivier Pivert |
Publisher |
: Springer |
Total Pages |
: 320 |
Release |
: 2013-09-12 |
ISBN-10 |
: 9783319009544 |
ISBN-13 |
: 3319009540 |
Rating |
: 4/5 (44 Downloads) |
Synopsis Flexible Approaches in Data, Information and Knowledge Management by : Olivier Pivert
This volume showcases contributions from internationally-known researchers in the field of information management. Most of the approaches presented here make use of fuzzy logic, introduced by L.A. Zadeh almost 50 years ago, which constitute a powerful tool to model and handle gradual concepts. What all of these contributions have in common is placing the user at the center of the information system, be it for helping him/her to query a data set, to handle imperfect information, or to discover useful knowledge from a massive collection of data. Researchers working in data and knowledge management will greatly benefit from this collection of up-to-date studies. This may be also an invaluable source of information for postgraduate students interested in advanced information management techniques.
Author |
: Henrik Legind Larsen |
Publisher |
: Springer |
Total Pages |
: 708 |
Release |
: 2013-08-28 |
ISBN-10 |
: 9783642407697 |
ISBN-13 |
: 3642407692 |
Rating |
: 4/5 (97 Downloads) |
Synopsis Flexible Query Answering Systems by : Henrik Legind Larsen
This book constitutes the refereed proceedings of the 10th International Conference on Flexible Query Answering Systems, FQAS 2013, held in Granada, Spain, in September 2013. The 59 full papers included in this volume were carefully reviewed and selected from numerous submissions. The papers are organized in a general session train and a parallel special session track. The general session train covers the following topics: querying-answering systems; semantic technology; patterns and classification; personalization and recommender systems; searching and ranking; and Web and human-computer interaction. The special track covers some specific and, typically, newer fields, namely: environmental scanning for strategic early warning; generating linguistic descriptions of data; advances in fuzzy querying and fuzzy databases: theory and applications; fusion and ensemble techniques for online learning on data streams; and intelligent information extraction from texts.
Author |
: Med Salim Bouhlel |
Publisher |
: Springer |
Total Pages |
: 513 |
Release |
: 2019-07-10 |
ISBN-10 |
: 9783030210052 |
ISBN-13 |
: 3030210057 |
Rating |
: 4/5 (52 Downloads) |
Synopsis Proceedings of the 8th International Conference on Sciences of Electronics, Technologies of Information and Telecommunications (SETIT’18), Vol.1 by : Med Salim Bouhlel
This two-volume book presents an unusually diverse selection of research papers, covering all major topics in the fields of information and communication technologies and related sciences. It provides a wide-angle snapshot of current themes in information and power engineering, pursuing a cross-disciplinary approach to do so. The book gathers revised contributions that were presented at the 2018 International Conference: Sciences of Electronics, Technologies of Information and Telecommunication (SETIT'18), held on 20–22 December 2018 in Hammamet, Tunisia. This eighth installment of the event attracted a wealth of submissions, and the papers presented here were selected by a committee of experts and underwent additional, painstaking revision. Topics covered include: · Information Processing · Human-Machine Interaction · Computer Science · Telecommunications and Networks · Signal Processing · Electronics · Image and Video This broad-scoped approach is becoming increasingly popular in scientific publishing. Its aim is to encourage scholars and professionals to overcome disciplinary barriers, as demanded by current trends in the industry and in the consumer market, which are rapidly leading toward a convergence of data-driven applications, computation, telecommunication, and energy awareness. Given its coverage, the book will benefit graduate students, researchers and practitioners who need to keep up with the latest technological advances.
Author |
: Janusz Kacprzyk |
Publisher |
: Springer |
Total Pages |
: 1637 |
Release |
: 2015-05-28 |
ISBN-10 |
: 9783662435052 |
ISBN-13 |
: 3662435055 |
Rating |
: 4/5 (52 Downloads) |
Synopsis Springer Handbook of Computational Intelligence by : Janusz Kacprzyk
The Springer Handbook for Computational Intelligence is the first book covering the basics, the state-of-the-art and important applications of the dynamic and rapidly expanding discipline of computational intelligence. This comprehensive handbook makes readers familiar with a broad spectrum of approaches to solve various problems in science and technology. Possible approaches include, for example, those being inspired by biology, living organisms and animate systems. Content is organized in seven parts: foundations; fuzzy logic; rough sets; evolutionary computation; neural networks; swarm intelligence and hybrid computational intelligence systems. Each Part is supervised by its own Part Editor(s) so that high-quality content as well as completeness are assured.
Author |
: Anne Laurent |
Publisher |
: Springer |
Total Pages |
: 585 |
Release |
: 2014-07-17 |
ISBN-10 |
: 9783319088525 |
ISBN-13 |
: 3319088521 |
Rating |
: 4/5 (25 Downloads) |
Synopsis Information Processing and Management of Uncertainty by : Anne Laurent
These three volumes (CCIS 442, 443, 444) constitute the proceedings of the 15th International Conference on Information Processing and Management of Uncertainty in Knowledge-Based Systems, IPMU 2014, held in Montpellier, France, July 15-19, 2014. The 180 revised full papers presented together with five invited talks were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on uncertainty and imprecision on the web of data; decision support and uncertainty management in agri-environment; fuzzy implications; clustering; fuzzy measures and integrals; non-classical logics; data analysis; real-world applications; aggregation; probabilistic networks; recommendation systems and social networks; fuzzy systems; fuzzy logic in boolean framework; management of uncertainty in social networks; from different to same, from imitation to analogy; soft computing and sensory analysis; database systems; fuzzy set theory; measurement and sensory information; aggregation; formal methods for vagueness and uncertainty in a many-valued realm; graduality; preferences; uncertainty management in machine learning; philosophy and history of soft computing; soft computing and sensory analysis; similarity analysis; fuzzy logic, formal concept analysis and rough set; intelligent databases and information systems; theory of evidence; aggregation functions; big data - the role of fuzzy methods; imprecise probabilities: from foundations to applications; multinomial logistic regression on Markov chains for crop rotation modelling; intelligent measurement and control for nonlinear systems.
Author |
: Miroslav Hudec |
Publisher |
: Springer |
Total Pages |
: 210 |
Release |
: 2016-09-28 |
ISBN-10 |
: 9783319425184 |
ISBN-13 |
: 3319425188 |
Rating |
: 4/5 (84 Downloads) |
Synopsis Fuzziness in Information Systems by : Miroslav Hudec
This book is an essential contribution to the description of fuzziness in information systems. Usually users want to retrieve data or summarized information from a database and are interested in classifying it or building rule-based systems on it. But they are often not aware of the nature of this data and/or are unable to determine clear search criteria. The book examines theoretical and practical approaches to fuzziness in information systems based on statistical data related to territorial units. Chapter 1 discusses the theory of fuzzy sets and fuzzy logic to enable readers to understand the information presented in the book. Chapter 2 is devoted to flexible queries and includes issues like constructing fuzzy sets for query conditions, and aggregation operators for commutative and non-commutative conditions, while Chapter 3 focuses on linguistic summaries. Chapter 4 presents fuzzy logic control architecture adjusted specifically for the aims of business and governmental agencies, and shows fuzzy rules and procedures for solving inference tasks. Chapter 5 covers the fuzzification of classical relational databases with an emphasis on storing fuzzy data in classical relational databases in such a way that existing data and normal forms are not affected. This book also examines practical aspects of user-friendly interfaces for storing, updating, querying and summarizing. Lastly, Chapter 6 briefly discusses possible integration of fuzzy queries, summarization and inference related to crisp and fuzzy databases. The main target audience of the book is researchers and students working in the fields of data analysis, database design and business intelligence. As it does not go too deeply into the foundation and mathematical theory of fuzzy logic and relational algebra, it is also of interest to advanced professionals developing tailored applications based on fuzzy sets.
Author |
: Guy de Trė |
Publisher |
: Springer |
Total Pages |
: 345 |
Release |
: 2016-03-25 |
ISBN-10 |
: 9783319301655 |
ISBN-13 |
: 3319301659 |
Rating |
: 4/5 (55 Downloads) |
Synopsis Challenging Problems and Solutions in Intelligent Systems by : Guy de Trė
This volume presents recent research, challenging problems and solutions in Intelligent Systems– covering the following disciplines: artificial and computational intelligence, fuzzy logic and other non-classic logics, intelligent database systems, information retrieval, information fusion, intelligent search (engines), data mining, cluster analysis, unsupervised learning, machine learning, intelligent data analysis, (group) decision support systems, intelligent agents and multi-agent systems, knowledge-based systems, imprecision and uncertainty handling, electronic commerce, distributed systems, etc. The book defines a common ground for sometimes seemingly disparate problems and addresses them by using the paradigm of broadly perceived intelligent systems. It presents a broad panorama of a multitude of theoretical and practical problems which have been successfully dealt with using the paradigm of intelligent computing.
Author |
: Abdelmalek Amine |
Publisher |
: Springer |
Total Pages |
: 676 |
Release |
: 2018-04-26 |
ISBN-10 |
: 9783319897431 |
ISBN-13 |
: 3319897438 |
Rating |
: 4/5 (31 Downloads) |
Synopsis Computational Intelligence and Its Applications by : Abdelmalek Amine
This book constitutes the refereed proceedings of the 6th IFIP TC 5 International Conference on Computational Intelligence and Its Applications, CIIA 2018, held in Oran, Algeria, in May 2018. The 56 full papers presented were carefully reviewed and selected from 202 submissions. They are organized in the following topical sections: data mining and information retrieval; evolutionary computation; machine learning; optimization; planning and scheduling; wireless communication and mobile computing; Internet of Things (IoT) and decision support systems; pattern recognition and image processing; and semantic web services.
Author |
: A.J. Tallón-Ballesteros |
Publisher |
: IOS Press |
Total Pages |
: 990 |
Release |
: 2018-11-06 |
ISBN-10 |
: 9781614999270 |
ISBN-13 |
: 1614999279 |
Rating |
: 4/5 (70 Downloads) |
Synopsis Fuzzy Systems and Data Mining IV by : A.J. Tallón-Ballesteros
Big Data Analytics is on the rise in the last years of the current decade. Data are overwhelming the computation capacity of high performance servers. Cloud, grid, edge and fog computing are a few examples of the current hype. Computational Intelligence offers two faces to deal with the development of models: on the one hand, the crisp approach, which considers for every variable an exact value and, on the other hand, the fuzzy focus, which copes with values between two boundaries. This book presents 114 papers from the 4th International Conference on Fuzzy Systems and Data Mining (FSDM 2018), held in Bangkok, Thailand, from 16 to 19 November 2018. All papers were carefully reviewed by program committee members, who took into consideration the breadth and depth of the research topics that fall within the scope of FSDM. The acceptance rate was 32.85% . Offering a state-of-the-art overview of fuzzy systems and data mining, the publication will be of interest to all those whose work involves data science.
Author |
: Floriana Esposito |
Publisher |
: Springer |
Total Pages |
: 475 |
Release |
: 2015-11-02 |
ISBN-10 |
: 9783319252520 |
ISBN-13 |
: 3319252526 |
Rating |
: 4/5 (20 Downloads) |
Synopsis Foundations of Intelligent Systems by : Floriana Esposito
This book constitutes the refereed proceedings of the 22nd International Symposium on Methodologies for Intelligent Systems, ISMIS 2015, held in Lyon, France, in October 2015. The 31 revised full papers presented together with 18 short papers were carefully reviewed and selected from 67 submissions. The papers are organized in topical sections on data mining methods; databases, information retrieval, recommender systems; machine learning; knowledge representation, semantic web; emotion recognition, music information retrieval; network analysis, multi-agent systems; applications; planning, classification; and textual data analysis and mining.