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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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- -
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Partial Differential Equations in Action : From Modelling to Theory
The book is intended as an advanced undergraduate or first-year graduate course for students from various disciplines, including applied mathematics, physics and engineering. It has evolved from courses offered on partial differential equations (PDEs) over the last several years at the Politecnico di Milano. These courses had a twofold purpose: on the one hand, to teach students to appreciate t…
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- ISBN/ISSN
- 978-3-319-15093-2
- Collation
- XVIII, 701 halaman
- Series Title
- -
- Call Number
- 515.35 SAL p
Environmental and Resources Geochemistry of Earth System Mass Transfer Mecha…
The Earth system consists of subsystems that include the atmosphere, hydrosphere (water), geosphere (rocks, minerals), biosphere, and humans. In order to understand these subsystems and their interactions, it is essential to clarify the mass transfer mechanism, geochemical cycle, and influence of human activity on the natural environment. This book presents fundamental theories (thermodynamics,…
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- ISBN/ISSN
- 978-4-431-54904-8
- Collation
- 38 b/w illustrations, 125 illustrations in colour
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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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- 005,1 Gen
Environmental Management of River Basin Ecosystems
This book offers a unique collection of inter- and multidisciplinary studies on river systems. Rivers have been the prime source of sustenance since the advent of civilization and river systems often form the basis for agriculture, transport, water, and land for domestic, commercial, and industrial activities, fostering economic prosperity. A river basin is a basic geographical and climatologic…
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- ISBN/ISSN
- 978-3-319-13425-3
- Collation
- 279 b/w illustrations, 8 illustrations in colour
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Environmental Management and Governance Advances in Coastal and Marine Resou…
This book deals with recent advances in coastal marine environmental management and governance. Various chapters consider new aspects of conservation, assessment of ecosystem health status, environmental survey and protection, frameworks of ocean service and governance, new applications of geo processing and GIS technology, beach management, aquaculture site selection, assessment of water quali…
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- ISBN/ISSN
- 978-3-319-06305-8
- Collation
- 33 b/w illustrations, 120 illustrations in colour
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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
- ISBN/ISSN
- 978-3-319-23186-0
- Collation
- -
- 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
- ISBN/ISSN
- 978-3-319-13197-9
- Collation
- -
- 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
- Collation
- -
- Series Title
- Cognitive Technologies
- Call Number
- 629.892 CON c
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