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Interpretability of Computational Intelligence-Based Regression Models
The key idea of this book is that hinging hyperplanes, neural networks and support vector machines can be transformed into fuzzy models, and interpretability of the resulting rule-based systems can be ensured by special model reduction and visualization techniques. The first part of the book deals with the identification of hinging hyperplane-based regression trees. The next part deals with the…
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- ISBN/ISSN
- 978-3-319-21942-4
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Genetic Programming Theory and Practice XII
These contributions, written by the foremost international researchers and practitioners of Genetic Programming (GP), explore the synergy between theoretical and empirical results on real-world problems, producing a comprehensive view of the state of the art in GP. Topics in this volume include: gene expression regulation, novel genetic models for glaucoma, inheritable epigenetics, combinators …
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- ISBN/ISSN
- 978-3-319-16029-0
- Collation
- XII, 182
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- Call Number
- 005.1 Gen
Genetic Programming
This book constitutes the refereed proceedings of the 18th European Conference on Genetic Programming, EuroGP 2015, held in Copenhagen, Spain, in April 2015 co-located with the Evo 2015 events, EvoCOP, Evo MUSART and Evo Applications. The 12 revised full papers presented together with 6 poster papers were carefully reviewed and selected form 36 submissions. The wide range of topics in this volu…
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- ISBN/ISSN
- 978-3-319-16500-4
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- -
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- 005,1 Gen
A Practical Introduction to Fuzzy Logic using LISP
This book makes use of the LISP programming language to provide readers with the necessary background to understand and use fuzzy logic to solve simple to medium-complexity real-world problems. It introduces the basics of LISP required to use a Fuzzy LISP programming toolbox, which was specifically implemented by the author to “teach” the theory behind fuzzy logic and at the same time equip…
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- Ed. 1
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- 978-3-319-23186-0
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- -
- Series Title
- Studies in Fuzziness and Soft Computing
- Call Number
- 006.3 ARG p
A Perspective on Agent Systems: Paradigm, Formalism, Examples
This monograph presents the concept of agents and agent systems. It starts with a formal approach and then presents examples of practical applications. In order to form the principles of construction of autonomous agents, a model of the agent is introduced. Subsequent parts of the monograph include several examples of applications of the term agent. Descriptions of different examples of applica…
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- Ed. 1
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- 978-3-319-13197-9
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- -
- Series Title
- Studies in Computational Intelligence
- Call Number
- 006.3 CET p
A Construction Manual for Robots' Ethical Systems: Requirements, Methods, Imp…
This book will help researchers and engineers in the design of ethical systems for robots, addressing the philosophical questions that arise and exploring modern applications such as assistive robots and self-driving cars. The contributing authors are among the leading academic and industrial researchers on this topic and the book will be of value to researchers, graduate students and practi…
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- ISBN/ISSN
- 978-3-319-21548-8
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- -
- Series Title
- Cognitive Technologies
- Call Number
- 629.892 CON c
Entertainment Computing - ICEC 2015 14th International Conference, ICEC 2015…
This book constitutes the refereed proceedings of the 14th International Conference on Entertainment Computing, ICEC 2015, held in Trondheim, Norway, in September/October 2015. The 26 full papers, 6 short papers, 16 posters, 6 demos and 6 workshops/tutorial descriptions presented were carefully reviewed and selected from 106 submissions. The multidisciplinary nature of Entertainment Computin…
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- ISBN/ISSN
- 978-3-319-24589-8
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- 168 illustrations in colour
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Enterprise, Business-Process and Information Systems Modeling 16th Internati…
This book contains the refereed proceedings of the 16th International Conference on Business Process Modeling, Development and Support, BPMDS 2015, and the 20th International Conference on Exploring Modeling Methods for Systems Analysis and Design, EMMSAD 2015, held together with the 27th International Conference on Advanced Information Systems Engineering (CAiSE 2015) in Stockholm, Sweden, in …
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- ISBN/ISSN
- 978-3-319-19237-6
- Collation
- 166 b/w illustrations
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- -
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Enterprise Information Systems 17th International Conference, ICEIS 2015, Ba…
This book contains revised papers from the 17th International Conference on Enterprise Information Systems, ICEIS 2015, held in Barcelona, Spain, in April 2015. The 31 papers presented in this volume were carefully reviewed and selected from a total of 327 submissions. The book also contains one full-paper invited talk. The selected papers reflect state-of-the-art research that is oriented …
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- ISBN/ISSN
- 978-3-319-29133-8
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- 263 illustrations in colour
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- -
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Enric Trillas: A Passion for Fuzzy Sets A Collection of Recent Works on Fuzz…
(Preliminary) The book is a comprehensive collection of the most recent and significant research and applications in the field of fuzzy logic. It covers fuzzy structures, systems, rules, operations as well as important applications, e.g in decision making, environmental prediction and prevention, and communication. It is dedicated to Enric Trillas as an acknowledgement for his pioneering resear…
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- ISBN/ISSN
- 978-3-319-16235-5
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- 86 b/w illustrations, 10 illustrations in colour
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- -
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