Artificial Intelligence: Foundations, Theory, and Algorithms – serie
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37 produkter
Responsible Artificial Intelligence
How to Develop and Use AI in a Responsible Way
Häftad, 2020
422 kr
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In this book, the author examines the ethical implications of Artificial Intelligence systems as they integrate and replace traditional social structures in new sociocognitive-technological environments. She discusses issues related to the integrity of researchers, technologists, and manufacturers …
Responsible Artificial Intelligence
How to Develop and Use AI in a Responsible Way
Inbunden, 2019
413 kr
Lägg i varukorg
In this book, the author examines the ethical implications of Artificial Intelligence systems as they integrate and replace traditional social structures in new sociocognitive-technological environments. She discusses issues related to the integrity of researchers, technologists, and manufacturers …
Geometry of Uncertainty
The Geometry of Imprecise Probabilities
Inbunden, 2020
2733 kr
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The principal aim of this book is to introduce to the widest possible audience an original view of belief calculus and uncertainty theory. In this geometric approach to uncertainty, uncertainty measures can be seen as points of a suitably complex geometric space, and manipulated in that space, for …
Geometry of Uncertainty
The Geometry of Imprecise Probabilities
Häftad, 2021
2733 kr
Lägg i varukorg
The principal aim of this book is to introduce to the widest possible audience an original view of belief calculus and uncertainty theory. In this geometric approach to uncertainty, uncertainty measures can be seen as points of a suitably complex geometric space, and manipulated in that space, for …
Foundation Models for Natural Language Processing
Pre-trained Language Models Integrating Media
Av Gerhard Paaß, Sven Giesselbach
Inbunden, 2023
393 kr
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This open access book provides a comprehensive overview of the state of the art in research and applications of Foundation Models and is intended for readers familiar with basic Natural Language Processing (NLP) concepts. Over the recent years, a revolutionary new paradigm has been developed for …
Foundation Models for Natural Language Processing
Pre-trained Language Models Integrating Media
Av Gerhard Paaß, Sven Giesselbach
Häftad, 2023
317 kr
Lägg i varukorg
This open access book provides a comprehensive overview of the state of the art in research and applications of Foundation Models and is intended for readers familiar with basic Natural Language Processing (NLP) concepts. Over the recent years, a revolutionary new paradigm has been developed for …
Non-prioritized Belief Change
Av Eduardo Fermé, Marco Garapa m. fl.
Inbunden, 2026
1804 kr
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Belief change (also referred to as logic of theory change or as belief revision) is a research area that models how rational agents modify their beliefs in response to new information or experiences. It emerged as a major field of study in the mid-1980s and has since become a key topic across …
Bridging Constraint Satisfaction and Boolean Satisfiability
Inbunden, 2015
569 kr
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This book provides a significant step towards bridging the areas of Boolean satisfiability and constraint satisfaction by answering the question why SAT-solvers are efficient on certain classes of CSP instances which are hard to solve for standard constraint solvers. The author also gives …
Feature Selection for High-Dimensional Data
Av Verónica Bolón-Canedo, Noelia Sánchez-Maroño m. fl.
Inbunden, 2015
569 kr
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This book offers a coherent and comprehensive approach to feature subset selection in the scope of classification problems, explaining the foundations, real application problems and the challenges of feature selection for high-dimensional data.The authors first focus on the analysis and synthesis …
Hybrid Metaheuristics
Powerful Tools for Optimization
Av Christian Blum, Günther R. Raidl
Inbunden, 2016
1467 kr
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This book explains the most prominent and some promising new, general techniques that combine metaheuristics with other optimization methods. A first introductory chapter reviews the basic principles of local search, prominent metaheuristics, and tree search, dynamic programming, mixed integer …
Feature Selection for High-Dimensional Data
Av Verónica Bolón-Canedo, Noelia Sánchez-Maroño m. fl.
Häftad, 2016
569 kr
Lägg i varukorg
This book offers a coherent and comprehensive approach to feature subset selection in the scope of classification problems, explaining the foundations, real application problems and the challenges of feature selection for high-dimensional data.The authors first focus on the analysis and synthesis …
Bridging Constraint Satisfaction and Boolean Satisfiability
Häftad, 2016
569 kr
Lägg i varukorg
This book provides a significant step towards bridging the areas of Boolean satisfiability and constraint satisfaction by answering the question why SAT-solvers are efficient on certain classes of CSP instances which are hard to solve for standard constraint solvers. The author also gives …
Subjective Logic
A Formalism for Reasoning Under Uncertainty
Av Audun Jøsang
Inbunden, 2016
1237 kr
Lägg i varukorg
This is the first comprehensive treatment of subjective logic and all its operations. The author developed the approach, and in this book he first explains subjective opinions, opinion representation, and decision-making under vagueness and uncertainty, and he then offers a full definition of …
Decision Diagrams for Optimization
Av David Bergman, Andre A. Cire m. fl.
Inbunden, 2016
962 kr
Lägg i varukorg
This book introduces a novel approach to discrete optimization, providing both theoretical insights and algorithmic developments that lead to improvements over state-of-the-art technology. The authors present chapters on the use of decision diagrams for combinatorial optimization and constraint …
Coordination of Complex Sociotechnical Systems
Self-organisation of Knowledge in MoK
Inbunden, 2016
1128 kr
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The book discusses the main issues of coordination in complex sociotechnical systems, covering distributed, self-organising, and pervasive systems. A chemistry-inspired model of coordination, a situated architecture and coordination language, and a cognitive model of interaction are the ingredients …
Towards a Code of Ethics for Artificial Intelligence
Inbunden, 2017
716 kr
Lägg i varukorg
The author investigates how to produce realistic and workable ethical codes or regulations in this rapidly developing field to address the immediate and realistic longer-term issues facing us. She spells out the key ethical debates concisely, exposing all sides of the arguments, and addresses how …
Algorithmic Intelligence
Towards an Algorithmic Foundation for Artificial Intelligence
Inbunden, 2023
2395 kr
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In this book the author argues that the basis of what we consider computer intelligence has algorithmic roots, and he presents this with a holistic view, showing examples and explaining approaches that encompass theoretical computer science and machine learning via engineered algorithmic …
Electronic Institutions
Applications to uHelp, WeCurate and PeerLearn
Inbunden, 2024
823 kr
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This book introduces the concept of Electronic Institutions (EIs), where complex interactions between human or software agents are governed by specified rules, mirroring those found in human organisations. As such, the readers will gain insight into how electronic institutions facilitate autonomous …
Hybrid Metaheuristics
Powerful Tools for Optimization
Av Christian Blum, Günther R. Raidl
Häftad, 2018
1467 kr
Lägg i varukorg
This book explains the most prominent and some promising new, general techniques that combine metaheuristics with other optimization methods. A first introductory chapter reviews the basic principles of local search, prominent metaheuristics, and tree search, dynamic programming, mixed integer …
Subjective Logic
A Formalism for Reasoning Under Uncertainty
Av Audun Jøsang
Häftad, 2018
1274 kr
Lägg i varukorg
This is the first comprehensive treatment of subjective logic and all its operations. The author developed the approach, and in this book he first explains subjective opinions, opinion representation, and decision-making under vagueness and uncertainty, and he then offers a full definition of …
Decision Diagrams for Optimization
Av David Bergman, Andre A. Cire m. fl.
Häftad, 2018
934 kr
Lägg i varukorg
This book introduces a novel approach to discrete optimization, providing both theoretical insights and algorithmic developments that lead to improvements over state-of-the-art technology. The authors present chapters on the use of decision diagrams for combinatorial optimization and constraint …
Coordination of Complex Sociotechnical Systems
Self-organisation of Knowledge in MoK
Häftad, 2018
1128 kr
Lägg i varukorg
The book discusses the main issues of coordination in complex sociotechnical systems, covering distributed, self-organising, and pervasive systems. A chemistry-inspired model of coordination, a situated architecture and coordination language, and a cognitive model of interaction are the ingredients …
Towards a Code of Ethics for Artificial Intelligence
Häftad, 2018
716 kr
Lägg i varukorg
The author investigates how to produce realistic and workable ethical codes or regulations in this rapidly developing field to address the immediate and realistic longer-term issues facing us. She spells out the key ethical debates concisely, exposing all sides of the arguments, and addresses how …
Heterogeneous Graph Representation Learning and Applications
Av Chuan Shi, Xiao Wang m. fl.
Inbunden, 2022
1804 kr
Lägg i varukorg
Representation learning in heterogeneous graphs (HG) is intended to provide a meaningful vector representation for each node so as to facilitate downstream applications such as link prediction, personalized recommendation, node classification, etc. This task, however, is challenging not only …
Heterogeneous Graph Representation Learning and Applications
Av Chuan Shi, Xiao Wang m. fl.
Häftad, 2023
1804 kr
Lägg i varukorg
Representation learning in heterogeneous graphs (HG) is intended to provide a meaningful vector representation for each node so as to facilitate downstream applications such as link prediction, personalized recommendation, node classification, etc. This task, however, is challenging not only …
Machine Learning Safety
Av Xiaowei Huang, Gaojie Jin m. fl.
Inbunden, 2023
850 kr
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Machine learning algorithms allow computers to learn without being explicitly programmed. Their application is now spreading to highly sophisticated tasks across multiple domains, such as medical diagnostics or fully autonomous vehicles. While this development holds great potential, it also raises …
Machine Learning Safety
Av Xiaowei Huang, Gaojie Jin m. fl.
Häftad, 2024
625 kr
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Machine learning algorithms allow computers to learn without being explicitly programmed. Their application is now spreading to highly sophisticated tasks across multiple domains, such as medical diagnostics or fully autonomous vehicles. While this development holds great potential, it also raises …
AI Ethics
A Textbook
Inbunden, 2023
769 kr
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This book introduces readers to critical ethical concerns in the development and use of artificial intelligence. Offering clear and accessible information on central concepts and debates in AI ethics, it explores how related problems are now forcing us to address fundamental, age-old questions …
AI Ethics
A Textbook
Häftad, 2024
551 kr
Lägg i varukorg
This book introduces readers to critical ethical concerns in the development and use of artificial intelligence. Offering clear and accessible information on central concepts and debates in AI ethics, it explores how related problems are now forcing us to address fundamental, age-old questions …
Multi-Modal Robotic Intelligence
An Active Perception Approach
Av Di Guo, Huaping Liu
Inbunden, 2025
2188 kr
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Recently, substantial progress has been made in the machine perception, particularly computer vision, largely due to the advancements in deep learning techniques. However, robots often operate in unstructured environments, which differ greatly from the well-defined problems typically addressed in …
