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Federated And Transfer Learning

189,25€ + 10% CARD

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 This book provides a collection of recent research works on learning from decentralized data, transferring information from one domain to another, and addressing theoretical issues on improving the privacy and incentive factors of federated learning as well as its connection with transfer learning and reinforcement learning.
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Federated And Transfer Learning

184,84€ + 10% CARD

 This book provides a collection of recent research works on learning from decentralized data, transferring information from one domain to another, and addressing theoretical issues on improving the privacy and incentive factors of federated learning as well as its connection with transfer learning and reinforcement learning.
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Towards A Philosophy Of Cinematography

by Alexander Nevill

81,10€ + 10% CARD

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 This book presents three interrelated essays about cinematography which offer a theoretical understanding of the ways that film practitioners orchestrate light in todayâ€™s post-digital context.
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Optinformatics In Evolutionary Learning And Optimization

by Liang Feng, Yaqing Hou e Zexuan Zhu

121,66€ + 10% CARD

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 This book provides readers the recent algorithmic advances towards realizing the notion of optinformatics in evolutionary learning and optimization.
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Automotive Software Architectures - An Introduction

by Miroslaw Staron

74,34€ + 10% CARD

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 This book introduces the concept of software architecture as one of the cornerstones of software in modern cars.
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Genetic Programming For Image Classification - An Automated Approach To Feature Learning

by Bing Xue, Mengjie Zhang e Ying Bi

175,73€ + 10% CARD

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 This book offers several new GP approaches to feature learning for image classification. This book shows how different techniques, e.g., image operators, ensembles, and surrogate, are proposed and employed to improve the accuracy and/or computational efficiency of GP for image classification.
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Teachers As Professional Learners - Contextualising Identity Across Policy And Practice

by Ellen Larsen e Jeanne Maree Allen

135,18€ + 10% CARD

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 Drawing upon data from an Australian study, this book gives voice to beginning teachers navigating their way through their first year of teaching and discovering what it means to be professional learners.
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Brain Storm Optimization Algorithms - Concepts, Principles And Applications

121,66€ + 10% CARD

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 Brain Storm Optimization (BSO) algorithms are a new kind of swarm intelligence method, which is based on the collective behavior of human beings, i.e., on the brainstorming process.
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Genetic Programming For Image Classification - An Automated Approach To Feature Learning

by Bing Xue, Mengjie Zhang e Ying Bi

175,73€ + 10% CARD

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 This book offers several new GP approaches to feature learning for image classification. This book shows how different techniques, e.g., image operators, ensembles, and surrogate, are proposed and employed to improve the accuracy and/or computational efficiency of GP for image classification.
ENGLISH

Optinformatics In Evolutionary Learning And Optimization

by Liang Feng, Yaqing Hou e Zexuan Zhu

121,66€ + 10% CARD

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 This book provides readers the recent algorithmic advances towards realizing the notion of optinformatics in evolutionary learning and optimization.
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Evolutionary And Memetic Computing For Project Portfolio Selection And Scheduling

171,59€ + 10% CARD

 <p>This book consists of eight chapters, authored by distinguished researchers and practitioners, that highlight the state of the art and recent trends in addressing the project portfolio selection and scheduling problem (PPSSP) across a variety of domains, particularly defense, social programs, supply chains, and finance. Many organizations face the challenge of selecting and scheduling a subset of available projects subject to various resource and operational constraints. In the simplest scenario, the primary objective for an organization is to maximize the value added through funding and implementing a portfolio of projects, subject to the available budget. However, there are other major difficulties that are often associated with this problem such as qualitative project benefits, multiple conflicting objectives, complex project interdependencies, workforce and manufacturing constraints, and deep uncertainty regarding project costs, benefits, and completion times.</p><p>It is well known that the PPSSP is an NP-hard problem and, thus, there is no known polynomial-time algorithm for this problem. Despite the complexity associated with solving the PPSSP, many traditional approaches to this problem make use of exact solvers. While exact solvers provide definitive optimal solutions, they quickly become prohibitively expensive in terms of computation time when the problem size is increased. In contrast, evolutionary and memetic computing afford the capability for autonomous heuristic approaches and expert knowledge to be combined and thereby provide an efficient means for high-quality approximation solutions to be attained. As such, these approaches can provide near real-time decision support information for portfolio design that can be used to augment and improve existing human-centric strategic decision-making processes.</p><p> </p>This edited book provides the reader with a broad overview of the PPSSP, its associated challenges, and approaches to addressing the problem using evolutionary and memetic computing.<p></p><p></p><p></p>
ENGLISH

Optinformatics In Evolutionary Learning And Optimization

by Liang Feng, Yaqing Hou e Zexuan Zhu

118,59€ + 10% CARD

 This book provides readers the recent algorithmic advances towards realizing the notion of optinformatics in evolutionary learning and optimization.
ENGLISH

Genetic Programming For Image Classification - An Automated Approach To Feature Learning

by Bing Xue, Mengjie Zhang e Ying Bi

171,59€ + 10% CARD

 This book offers several new GP approaches to feature learning for image classification. This book shows how different techniques, e.g., image operators, ensembles, and surrogate, are proposed and employed to improve the accuracy and/or computational efficiency of GP for image classification.
ENGLISH

Brain Storm Optimization Algorithms - Concepts, Principles And Applications

118,59€ + 10% CARD

 Brain Storm Optimization (BSO) algorithms are a new kind of swarm intelligence method, which is based on the collective behavior of human beings, i.e., on the brainstorming process.
ENGLISH

Computational Intelligence In Sports

by Dusan Fister, Iztok Fister e Iztok Fister Jr.

131,84€ + 10% CARD

 <div>This book presents recent research on computational intelligence (CI) algorithms in the field of sport. In the modern age, information technologies have greatly reduced the need for human effort in the carrying out of many daily tasks. These technologies have radically influenced the lives of humans, and the information society in general. Unfortunately, these advances have brought with them certain negative effects, including the encouragement of sedentary lifestyles and the attendant health problems such as obesity that these engender. Other modern maladies, chiefly cardiovascular disease, diabetes, and cancer, have also been on the increase.</div><div> </div><div>Today, sports are virtually the only activity that still connects modern humans to their original lifestyle, which was based on physical motion. This book tears familiarizing sports scientists with the foundations of computational intelligence, while at the same time presenting the problems that have arisen in thetraining domain to computer scientists.</div><div> </div><div>Lastly, the book proposes the use of an Artificial Sports Trainer designed to enhance the training of modern athletes who cannot afford the considerable expense of hiring a human personal trainer. This intelligent system can monitor performance and design and direct appropriate future training, thus promoting both healthy lifestyles and competitive success in athletes.</div><div><br></div>
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Memetic Computation - The Mainspring Of Knowledge Transfer In A Data-Driven Optimization Era

by Abhishek Gupta e Yew-Soon Ong

171,59€ + 10% CARD

 This book bridges the widening gap between two crucial constituents of computational intelligence: the rapidly advancing technologies of machine learning in the digital information age, and the relatively slow-moving field of general-purpose search and optimization algorithms.
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Recent Advances In Evolutionary Multi-Objective Optimization

121,66€ + 10% CARD

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 This book covers the most recent advances in the field of evolutionary multiobjective optimization. In addition to theory and methodology, this book describes several real-world applications from various domains, which will expose the readers to the versatility of evolutionary multi-objective optimization.
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Practical Applications Of Evolutionary Computation To Financial Engineering - Robust Techniques For Forecasting, Trading And Hedging

by Claus C. Aranha e Hitoshi Iba

121,66€ + 10% CARD

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 â€œPractical Applications of Evolutionary Computation to Financial Engineeringâ€ presents the state of the art techniques in Financial Engineering using recent results in Machine Learning and Evolutionary Computation.
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Differential Evolution In Electromagnetics

by Anyong Qing e Ching Kwang Lee

121,66€ + 10% CARD

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 Differential evolution is a simple, yet very powerful, stochastic global optimizer. This book focuses on applications of differential evolution in electromagnetics, showcasing its effectiveness in solving synthesis and design problems in electromagnetics.
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Extreme Learning Machines 2013: Algorithms And Applications

118,59€ + 10% CARD

 An extreme learning machine (ELM) is a single layer feed-forward neural network alike learning system, whose connections from the input layer to the hidden layer are randomly generated, while the connections from the hidden layer to the output layer are learned through linear learning methods.
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Self-Sufficiency Of An Autonomous Reconfigurable Modular Robotic Organism

by Raja Humza Qadir

118,59€ + 10% CARD

 This book describes how the principle of self-sufficiency can be applied to a reconfigurable modular robotic organism.
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Adaptation And Hybridization In Computational Intelligence

118,59€ + 10% CARD

 <p>This carefully edited book takes a walk through recent advances in adaptation and hybridization in the Computational Intelligence (CI) domain. It consists of ten chapters that are divided into three parts. The first part illustrates background information and provides some theoretical foundation tackling the CI domain, the second part deals with the adaptation in CI algorithms, while the third part focuses on the hybridization in CI.</p><p>This book can serve as an ideal reference for researchers and students of computer science, electrical and civil engineering, economy, and natural sciences that are confronted with solving the optimization, modeling and simulation problems. It covers the recent advances in CI that encompass Nature-inspired algorithms, like Artificial Neural networks, Evolutionary Algorithms and Swarm Intelligence -based algorithms.</p>
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Computational Intelligence For Big Data Analysis - Frontier Advances And Applications

118,59€ + 10% CARD

 The work presented in this book is a combination of theoretical advancements of big data analysis, cloud computing, and their potential applications in scientific computing. The book discusses major issues pertaining to big data analysis using computational intelligence techniques and some issues of cloud computing.
ENGLISH

Recent Advances In Evolutionary Multi-Objective Optimization

118,59€ + 10% CARD

 This book covers the most recent advances in the field of evolutionary multiobjective optimization. In addition to theory and methodology, this book describes several real-world applications from various domains, which will expose the readers to the versatility of evolutionary multi-objective optimization.
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