Studies in Computational Intelligence – serie
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2472 produkter
Deep Learning in Computational Mechanics
An Introductory Course
Av Stefan Kollmannsberger, Davide D'Angella m. fl.
Häftad, 2022
719 kr
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This book provides a first course on deep learning in computational mechanics. The book starts with a short introduction to machine learning’s fundamental concepts before neural networks are explained thoroughly. It then provides an overview of current topics in physics and engineering, setting the …
Prediction and Causality in Econometrics and Related Topics
Av Nguyen Ngoc Thach, Doan Thanh Ha m. fl.
Inbunden, 2021
2248 kr
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This book provides the ultimate goal of economic studies to predict how the economy develops—and what will happen if we implement different policies. To be able to do that, we need to have a good understanding of what causes what in economics. Prediction and causality in economics are the main …
Modelling and Reasoning with Vague Concepts
Inbunden, 2006
1130 kr
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Vague concepts are intrinsic to human communication. Somehow it would seems that vagueness is central to the flexibility and robustness of natural l- guage descriptions. If we were to insist on precise concept definitions then we would be able to assert very little with any degree of confidence. In …
Modelling and Reasoning with Vague Concepts
Häftad, 2014
1098 kr
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Vague concepts are intrinsic to human communication. Somehow it would seems that vagueness is central to the flexibility and robustness of natural l- guage descriptions. If we were to insist on precise concept definitions then we would be able to assert very little with any degree of confidence. In …
Trends in Mathematics and Computational Intelligence
Av María Eugenia Cornejo, László T. Kóczy m. fl.
Inbunden, 2018
1095 kr
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This book presents appealing contributions on computational intelligence and mathematics, connecting both areas and offering solutions to a number of interesting, real-world problems. Such problems often require novel solutions, as complexity exceeds the tractable size. At the same time, the need …
Advances in Neural Computation, Machine Learning, and Cognitive Research II
Selected Papers from the XX International Conference on Neuroinformatics, October 8-12, 2018, Moscow, Russia
Av Boris Kryzhanovsky, Witali Dunin-Barkowski m. fl.
Inbunden, 2018
2122 kr
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This book describes new theories and applications of artificial neural networks, with a special focus on addressing problems in neuroscience, biology and biophysics and cognitive research. It covers a wide range of methods and technologies, including deep neural networks, large-scale neural models, …
Stable Mutations for Evolutionary Algorithms
Inbunden, 2018
1128 kr
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This book presents a set of theoretical and experimental results that describe the features of the wide family of α-stable distributions (the normal distribution also belongs to this class) and their various applications in the mutation operator of evolutionary algorithms based on real-number …
Interactions Between Computational Intelligence and Mathematics Part 2
Av László T. Kóczy, Jesús Medina-Moreno m. fl.
Inbunden, 2018
1095 kr
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This book presents recent research in the field of interaction between computational intelligence and mathematics. In the current technological age, we face the challenges of tackling very complex problems – in the usual sense, but also in the mathematical and theoretical computer science sense. …
Machine Learning Paradigms: Theory and Application
Inbunden, 2018
1800 kr
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The book focuses on machine learning. Divided into three parts, the first part discusses the feature selection problem. The second part then describes the application of machine learning in the classification problem, while the third part presents an overview of real-world applications of …
Empirical Approach to Machine Learning
Av Plamen P. Angelov, Xiaowei Gu
Inbunden, 2018
1912 kr
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This book provides a ‘one-stop source’ for all readers who are interested in a new, empirical approach to machine learning that, unlike traditional methods, successfully addresses the demands of today’s data-driven world. After an introduction to the fundamentals, the book discusses in depth …
Recent Advances in Computer Vision
Theories and Applications
Av Mahmoud Hassaballah, Khalid M. Hosny
Inbunden, 2019
1688 kr
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This book presents a collection of high-quality research by leading experts in computer vision and its applications. Each of the 16 chapters can be read independently and discusses the principles of a specific topic, reviews up-to-date techniques, presents outcomes, and highlights the challenges …
Service Orientation in Holonic and Multi-Agent Manufacturing
Proceedings of SOHOMA 2018
Av Theodor Borangiu, Damien Trentesaux m. fl.
Inbunden, 2019
2183 kr
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This book gathers the peer-reviewed papers presented at the 8th edition of the International Workshop “Service Orientation in Holonic and Multi-Agent Manufacturing – SOHOMA’18” held at the University of Bergamo, Italy on June 11–12, 2018. The objective of the SOHOMA annual workshops is to foster …
Large Scale Data Analytics
Av Chung Yik Cho, Rong Kun Jason Tan m. fl.
Inbunden, 2019
1095 kr
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This book presents a language integrated query framework for big data. The continuous, rapid growth of data information to volumes of up to terabytes (1,024 gigabytes) or petabytes (1,048,576 gigabytes) means that the need for a system to manage and query information from large scale data sources …
Rough Set–Based Classification Systems
Inbunden, 2019
1095 kr
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This book demonstrates an original concept for implementing the rough set theory in the construction of decision-making systems. It addresses three types of decisions, including those in which the information or input data is insufficient. Though decision-making and classification in cases with …
Beyond Traditional Probabilistic Methods in Economics
Av Vladik Kreinovich, Nguyen Ngoc Thach m. fl.
Inbunden, 2018
3271 kr
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This book presents recent research on probabilistic methods in economics, from machine learning to statistical analysis. Economics is a very important – and at the same a very difficult discipline. It is not easy to predict how an economy will evolve or to identify the measures needed to make an …
Structural Changes and their Econometric Modeling
Av Vladik Kreinovich, Songsak Sriboonchitta
Inbunden, 2018
2183 kr
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This book focuses on structural changes and economic modeling. It presents papers describing how to model structural changes, as well as those introducing improvements to the existing before-structural-changes models, making it easier to later on combine these models with techniques describing …
Dealing with Imbalanced and Weakly Labelled Data in Machine Learning using Fuzzy and Rough Set Methods
Inbunden, 2018
1128 kr
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This book presents novel classification algorithms for four challenging prediction tasks, namely learning from imbalanced, semi-supervised, multi-instance and multi-label data. The methods are based on fuzzy rough set theory, a mathematical framework used to model uncertainty in data. The book …
Cognitive Internet of Things: Frameworks, Tools and Applications
Av Huimin Lu
Inbunden, 2019
1800 kr
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This book provides insights into the research in the fields of artificial intelligence in combination with Internet of Things (IoT) technologies. Today, the integration of artificial intelligence and IoT technologies is attracting considerable interest from both researchers and developers from …
Complex Networks and Their Applications VII
Volume 1 Proceedings The 7th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2018
Av Luca Maria Aiello, Chantal Cherifi m. fl.
Inbunden, 2019
2248 kr
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This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students and practitioners a unique update on the latest advances in theory, together with a wealth of applications. It presents the peer-reviewed proceedings of the VII International …
Complex Networks and Their Applications VII
Volume 2 Proceedings The 7th International Conference on Complex Networks and Their Applications COMPLEX NETWORKS 2018
Av Luca Maria Aiello, Chantal Cherifi m. fl.
Inbunden, 2018
2248 kr
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This book highlights cutting-edge research in the field of network science, offering scientists, researchers, students and practitioners a unique update on the latest advances in theory, together with a wealth of applications. It presents the peer-reviewed proceedings of the VII International …
Current Trends in Semantic Web Technologies: Theory and Practice
Av Giner Alor-Hernández, José Luis Sánchez-Cervantes m. fl.
Inbunden, 2019
1800 kr
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This book presents innovative and high-quality research regarding the implementation of Semantic Web technologies for knowledge representation and developing intelligent applications in various domains. Semantic Web technologies have inspired many people to create innovative technologies and …
Robot Operating System (ROS)
The Complete Reference (Volume 3)
Av Anis Koubaa
Häftad, 2018
1313 kr
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Building on the successful first and second volumes, this book is the third volume of the Springer book on the Robot Operating System (ROS): The Complete Reference. The Robot Operating System is evolving from year to year with a wealth of new contributed packages and enhanced capabilities. Further, …
Evolutionary Algorithms and Neural Networks
Theory and Applications
Häftad, 2019
1316 kr
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This book introduces readers to the fundamentals of artificial neural networks, with a special emphasis on evolutionary algorithms. At first, the book offers a literature review of several well-regarded evolutionary algorithms, including particle swarm and ant colony optimization, genetic …
Decision Tree and Ensemble Learning Based on Ant Colony Optimization
Av Jan Kozak
Häftad, 2019
1128 kr
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This book not only discusses the important topics in the area of machine learning and combinatorial optimization, it also combines them into one. This was decisive for choosing the material to be included in the book and determining its order of presentation.Decision trees are a popular method of …
Bioinspired Heuristics for Optimization
Av El-Ghazali Talbi, Amir Nakib
Häftad, 2018
1128 kr
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This book presents recent research on bioinspired heuristics for optimization. Learning- based and black-box optimization exhibit some properties of intrinsic parallelization, and can be used for various optimizations problems. Featuring the most relevant work presented at the 6th International …
Numerical and Evolutionary Optimization – NEO 2017
Av Leonardo Trujillo, Oliver Schütze m. fl.
Häftad, 2018
2248 kr
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This book features 15 chapters based on the Numerical and Evolutionary Optimization (NEO 2017) workshop, held from September 27 to 29 in the city of Tijuana, Mexico. The event gathered researchers from two complimentary fields to discuss the theory, development and application of state-of-the-art …
Big Data, Cloud Computing, Data Science & Engineering
Av Roger Lee
Häftad, 2018
1688 kr
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This book presents the outcomes of the 3rd IEEE/ACIS International Conference on Big Data, Cloud Computing, Data Science & Engineering (BCD 2018), which was held on July 10–12, 2018 in Kanazawa. The aim of the conference was to bring together researchers and scientists, businesspeople and …
Computational Science/Intelligence & Applied Informatics
Av Roger Lee
Häftad, 2019
1128 kr
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This book presents the outcomes of the 5th ACIS International Conference on Computational Science/Intelligence & Applied Informatics (CSII 2018), which was held on July 10–12, 2018 in Yonago, Japan. The aim of the conference was to bring together researchers and scientists, businesspeople and …
Advanced Computing in Industrial Mathematics
12th Annual Meeting of the Bulgarian Section of SIAM December 20-22, 2017, Sofia, Bulgaria Revised Selected Papers
Av Krassimir Georgiev, Michail Todorov m. fl.
Häftad, 2018
1128 kr
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This book gathers the peer-reviewed proceedings of the 12th Annual Meeting of the Bulgarian Section of the Society for Industrial and Applied Mathematics, BGSIAM’17, held in Sofia, Bulgaria, in December 2017. The general theme of BGSIAM’17 was industrial and applied mathematics, with a particular …
Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing
Av Roger Lee
Häftad, 2018
1688 kr
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This edited book presents the scientific outcomes of the 19th IEEE/ACIS International Conference on Software Engineering, Artificial Intelligence, Networking and Parallel/Distributed Computing (SNPD 2018), which was held in Busan, Korea on June 27–29, 2018. The aim of this conference was to bring …
