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Author: Lorenza Saitta
Publisher: Springer Science & Business Media
ISBN: 1461470528
Category : Computers
Languages : en
Pages : 488
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Book Description
Abstraction is a fundamental mechanism underlying both human and artificial perception, representation of knowledge, reasoning and learning. This mechanism plays a crucial role in many disciplines, notably Computer Programming, Natural and Artificial Vision, Complex Systems, Artificial Intelligence and Machine Learning, Art, and Cognitive Sciences. This book first provides the reader with an overview of the notions of abstraction proposed in various disciplines by comparing both commonalities and differences. After discussing the characterizing properties of abstraction, a formal model, the KRA model, is presented to capture them. This model makes the notion of abstraction easily applicable by means of the introduction of a set of abstraction operators and abstraction patterns, reusable across different domains and applications. It is the impact of abstraction in Artificial Intelligence, Complex Systems and Machine Learning which creates the core of the book. A general framework, based on the KRA model, is presented, and its pragmatic power is illustrated with three case studies: Model-based diagnosis, Cartographic Generalization, and learning Hierarchical Hidden Markov Models.
Author: Lorenza Saitta
Publisher: Springer Science & Business Media
ISBN: 1461470528
Category : Computers
Languages : en
Pages : 488
Get Book Here
Book Description
Abstraction is a fundamental mechanism underlying both human and artificial perception, representation of knowledge, reasoning and learning. This mechanism plays a crucial role in many disciplines, notably Computer Programming, Natural and Artificial Vision, Complex Systems, Artificial Intelligence and Machine Learning, Art, and Cognitive Sciences. This book first provides the reader with an overview of the notions of abstraction proposed in various disciplines by comparing both commonalities and differences. After discussing the characterizing properties of abstraction, a formal model, the KRA model, is presented to capture them. This model makes the notion of abstraction easily applicable by means of the introduction of a set of abstraction operators and abstraction patterns, reusable across different domains and applications. It is the impact of abstraction in Artificial Intelligence, Complex Systems and Machine Learning which creates the core of the book. A general framework, based on the KRA model, is presented, and its pragmatic power is illustrated with three case studies: Model-based diagnosis, Cartographic Generalization, and learning Hierarchical Hidden Markov Models.
Author: Matthew N. O. Sadiku
Publisher: Springer
ISBN: 9783030775834
Category : Psychology
Languages : en
Pages : 288
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Book Description
This book provides an introduction to nineteen popular multiple intelligences. Part One discusses general intelligence, psychological testing, naturalistic intelligence, social intelligence, emotional intelligence, interpersonal intelligence, and cultural intelligence. Part Two tackles machine intelligence, the development of artificial intelligence, computational intelligence, and digital intelligence, or the ability for humans to adapt to a digital environment. Finally, Part Three discusses the role of intelligence in business development, using technology to augment intelligence, abstract thinking, swarm and animal intelligence, military intelligence, and musical intelligence. A Primer on Multiple Intelligences is a must-read for graduate students or scholars considering researching cognition, perception, motivation, and artificial intelligence. It will also be of use to those in social psychology, computer science, and pedagogy. It is as a valuable resource for anyone interested in learning more about the multifaceted study of intelligence.
Author: Sandra Luna McCune
Publisher: Cliffs Notes
ISBN: 0358073863
Category : Study Aids
Languages : en
Pages : 323
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Book Description
CliffsNotes TExES PPR EC-12 (160) is the perfect way to study for Texas' Pedagogy and Professional Responsibilities teacher certification test.
Author:
Publisher:
ISBN:
Category : Education
Languages : en
Pages : 350
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Book Description
Author:
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Category : Psychology
Languages : en
Pages : 1106
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Book Description
Includes music.
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Category : Education
Languages : en
Pages : 790
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Book Description
Author: Psychological Review Publications
Publisher:
ISBN:
Category :
Languages : en
Pages : 562
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Book Description
Author: Bartlett Joshua Palmer
Publisher:
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Category :
Languages : en
Pages : 444
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Book Description
Author: Marie Hackl Means
Publisher:
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Category : Educational tests and measurements
Languages : en
Pages : 568
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Book Description
Author: John E. Joseph
Publisher: Cambridge University Press
ISBN: 110714955X
Category : Language Arts & Disciplines
Languages : en
Pages : 293
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Book Description
Where is language? Centuries of efforts to 'incorporate' language lie behind current concepts of extended mind and embodied cognition. This book examines this question.
