Sequential Decision Making In Musical Intelligence
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Sequential Decision Making In Musical Intelligence
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Author : Elad Liebman
language : en
Publisher: Springer Nature
Release Date : 2019-10-01
Sequential Decision Making In Musical Intelligence written by Elad Liebman and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019-10-01 with Technology & Engineering categories.
Over the past 60 years, artificial intelligence has grown from an academic field of research to a ubiquitous array of tools used in everyday technology. Despite its many recent successes, certain meaningful facets of computational intelligence have yet to be thoroughly explored, such as a wide array of complex mental tasks that humans carry out easily, yet are difficult for computers to mimic. A prime example of a domain in which human intelligence thrives, but machine understanding is still fairly limited, is music. Over recent decades, many researchers have used computational tools to perform tasks like genre identification, music summarization, music database querying, and melodic segmentation. While these are all useful algorithmic solutions, we are still a long way from constructing complete music agents able to mimic (at least partially) the complexity with which humans approach music. One key aspect that hasn't been sufficiently studied is that of sequential decision-making in musical intelligence. Addressing this gap, the book focuses on two aspects of musical intelligence: music recommendation and multi-agent interaction in the context of music. Though motivated primarily by music-related tasks, and focusing largely on people's musical preferences, the work presented in this book also establishes that insights from music-specific case studies can also be applicable in other concrete social domains, such as content recommendation.Showing the generality of insights from musical data in other contexts provides evidence for the utility of music domains as testbeds for the development of general artificial intelligence techniques.Ultimately, this thesis demonstrates the overall value of taking a sequential decision-making approach in settings previously unexplored from this perspective.
Sequential Decision Making In Artificial Musical Intelligence
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Author : Elad Liebman
language : en
Publisher:
Release Date : 2019
Sequential Decision Making In Artificial Musical Intelligence written by Elad Liebman and has been published by this book supported file pdf, txt, epub, kindle and other format this book has been release on 2019 with categories.
Over the past 60 years, artificial intelligence has grown from a largely academic field of research to a ubiquitous array of tools and approaches used in everyday technology. Despite its many recent successes and growing prevalence, certain meaningful facets of computational intelligence have not been as thoroughly explored. Such additional facets cover a wide array of complex mental tasks which humans carry out easily, yet are difficult for computers to mimic. A prime example of a domain in which human intelligence thrives, but machine understanding is still fairly limited, is music. Over the last decade, many researchers have applied computational tools to carry out tasks such as genre identification, music summarization, music database querying, and melodic segmentation. While these are all useful algorithmic solutions, we are still a long way from constructing complete music agents, able to mimic (at least partially) the complexity with which humans approach music. One key aspect which hasn't been sufficiently studied is that of sequential decision making in musical intelligence. This thesis strives to answer the following question: Can a sequential decision making perspective guide us in the creation of better music agents, and social agents in general? And if so, how? More specifically, this thesis focuses on two aspects of musical intelligence: music recommendation and human-agent (and more generally agent-agent) interaction in the context of music. The key contributions of this thesis are the design of better music playlist recommendation algorithms; the design of algorithms for tracking user preferences over time; new approaches for modeling people's behavior in situations that involve music; and the design of agents capable of meaningful interaction with humans and other agents in a setting where music plays a roll (either directly or indirectly). Though motivated primarily by music-related tasks, and focusing largely on people's musical preferences, this thesis also establishes that insights from music-specific case studies can also be applicable in other concrete social domains, such as different types of content recommendation. Showing the generality of insights from musical data in other contexts serves as evidence for the utility of music domains as testbeds for the development of general artificial intelligence techniques. Ultimately, this thesis demonstrates the overall usefulness of taking a sequential decision making approach in settings previously unexplored from this perspective
A Primer On Multiple Intelligences
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Author : Matthew N. O. Sadiku
language : en
Publisher: Springer Nature
Release Date : 2021-07-24
A Primer On Multiple Intelligences written by Matthew N. O. Sadiku and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-07-24 with Psychology categories.
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.
Intelligent Decision Making Systems
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Author :
language : en
Publisher: World Scientific
Release Date : 2010
Intelligent Decision Making Systems written by and has been published by World Scientific this book supported file pdf, txt, epub, kindle and other format this book has been release on 2010 with Artificial intelligence categories.
ISKE2009 is the fourth in a series of conferences on Intelligent Systems and Knowledge Engineering. The ISKE2009 proceedings covers state-of-the-art research and development in various areas of Intelligent Systems and Knowledge Engineering, particularly of Intelligent Decision Making Systems. Sample Chapter(s). Chapter 1: Applications of Intelligent Systems in Transportation Logistics (1,389 KB). Contents: Computational Intelligence and Expert Systems; Data Mining and Data Analysis; Intelligent Decision Support Systems; Intelligent Information Processing; Knowledge Representation and Learning.
Intelligent Sustainable Systems
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Author : Atulya Nagar
language : en
Publisher: Springer Nature
Release Date : 2025-08-02
Intelligent Sustainable Systems written by Atulya Nagar and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2025-08-02 with Computers categories.
This book provides insights of World Conference on Smart Trends in Systems, Security and Sustainability (WS4 2024) which is divided into different sections such as Smart IT Infrastructure for Sustainable Society; Smart Management Prospective for Sustainable Society; Smart Secure Systems for Next Generation Technologies; Smart Trends for Computational Graphics and Image Modeling; and Smart Trends for Biomedical and Health Informatics. The proceedings is presented in four volumes. The book is helpful for active researchers and practitioners in the field.
Computational Intelligence In Engineering And Project Management
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Author : Pedro Yobanis Piñero Pérez
language : en
Publisher: Springer Nature
Release Date : 2024-02-19
Computational Intelligence In Engineering And Project Management written by Pedro Yobanis Piñero Pérez and has been published by Springer Nature this book supported file pdf, txt, epub, kindle and other format this book has been release on 2024-02-19 with Computers categories.
This book is dedicated to all those interested in the application of artificial intelligence in engineering and project management. Most of the jobs are focused on achieving agile project development. New algorithms that combine various computational intelligence techniques are applied in different areas of knowledge in project management. In this book, computational intelligence is presented as the branch of AI that encompasses various techniques aimed at simulating human tolerance in decision-making processes in environments with uncertainty and imprecision. Among the precursor techniques of computational intelligence are: evolutionary algorithms, artificial neural networks, fuzzy set theory, and fuzzy systems. However, other areas such as the rough set, linguistic data summary, natural language processing, the conversational systems, fuzzy cognitive maps, collective intelligence, the neutrosophic theory, and other fuzzy logic extensions are contributing to the application and extension of computational intelligence The book is organized into three parts, as shown below. The first part constitutes a critical review of computational intelligence in project management. The second part presents new computational intelligence techniques and their applications in project planning, control, and monitoring processes. In particular, the use of conversational systems and their applicability in the agile management of portfolio programs and projects stand out. Part three of the book exemplifies the use of computing techniques with words and other computational intelligence techniques for organizational decision-making. The authors of the book stand out for their extensive experience in the development of basic and applied applications of computational intelligence. The authors Janusz Kacprzyk, Pedro Y. Piñero Pérez, Rafael E. Bello Pérez, and Iliana Pérez Pupo have published several books associated with artificial intelligence and computational intelligence applied to projects. They continue working on fundamental-oriented and applied research on different artificial intelligence techniques to help with decision-making in different areas of knowledge. Authors would like to thank all the engineers, professors, and researchers without whose efforts this book could not have been written.
Perception Based Data Processing In Acoustics
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Author : Bozena Kostek
language : en
Publisher: Springer Science & Business Media
Release Date : 2005-08-19
Perception Based Data Processing In Acoustics written by Bozena Kostek and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2005-08-19 with Computers categories.
This monograph provides novel insights into cognitive mechanisms underlying the processing of sound and music in different environments. A solid understanding of these mechanisms is vital for numerous technological applications such as for example information retrieval from distributed musical databases or building expert systems. In order to investigate the cognitive mechanisms of music perception fundamentals of hearing psychophysiology and principles of music perception are presented. In addition, some computational intelligence methods are reviewed, such as rough sets, fuzzy logic, artificial neural networks, decision trees and genetic algorithms. The applications of hybrid decision systems to problem solving in music and acoustics are exemplified and discussed on the basis of obtained experimental results.
Transactions On Rough Sets I
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Author : James F. Peters
language : en
Publisher: Springer Science & Business Media
Release Date : 2004-07-05
Transactions On Rough Sets I written by James F. Peters and has been published by Springer Science & Business Media this book supported file pdf, txt, epub, kindle and other format this book has been release on 2004-07-05 with Computers categories.
The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, starting from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence. This first volume of the Transactions on Rough Sets opens with an introductory article by Zdzislaw Pawlak, the originator of rough sets. Nine papers deal with rough set theory and eight are devoted to applications in various domains.
Building Community In Buildings
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Author : Ken Baker
language : en
Publisher: Bloomsbury Publishing USA
Release Date : 2006-11-30
Building Community In Buildings written by Ken Baker and has been published by Bloomsbury Publishing USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2006-11-30 with Business & Economics categories.
Building Community in Buildings takes us on a fascinating journey through workplaces large and small, old and new, traditional and contemporary, to explore the dynamic relationships between people and the structures in which they work. Noting that a child born today will spend 90 percent of his or her life inside, Jana Kemp and Ken Baker integrate insights from management and building design to reveal new understandings about workplace productivity and performance. Showcasing dozens of examples—from office buildings to libraries to hospitals—the authors highlight innovative practies that utilize space to promote creativity and collaboration, improve morale and motivation, and ensure employee health and safety. Featuring over a dozen photographs, practical recommendations, and the tools to conduct a workplace design survey in your own organization, Building Community in Buildings ultimately demonstrates that by investing in spaces that support people needs, companies will strengthen bottom-line results. Building Community in Buildings takes us on a fascinating journey through workplaces large and small, old and new, traditional and contemporary, to explore the dynamic relationships between people and the structures in which they work. Consider that in the 1950s, average North Americans spent approximately 50 percent of their time in buildings, compared to a child born today, who will spend 90 percent of his or her life inside. Clearly and increasingly, our social and cultural relationships are deeply influenced by the physical spaces in which they are created. Jana Kemp and Ken Baker integrate insights from management and building design to reveal new understandings about workplace productivity and performance. Showcasing dozens of examples—from the redesign of the Hood River Library in Oregon (with input from front-line employees) to the creation of open, naturally-lit spaces in Lockheed Building 157 (increasing employee productivity by 15%), the authors highlight innovative practices that utilize space to promote creativity and collaboration, improve morale and motivation, and ensure employee health and safety. They also explore the pros and cons of virtual workplaces, in which people are connected electronically but not physically, and trace the impact and influences of such trends as the green building movement. Featuring over a dozen photographs, practical recommendations, and the tools to conduct a workplace design survey in your own organization, Building Community in Buildings ultimately demonstrates that by investing in spaces that support people needs, companies will strengthen bottom-line results.
Artificial General Intelligence
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Author : Jordi Bieger
language : en
Publisher: Springer
Release Date : 2015-07-14
Artificial General Intelligence written by Jordi Bieger and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2015-07-14 with Computers categories.
This book constitutes the refereed proceedings of the 8th International Conference on Artificial General Intelligence, AGI 2015, held in Berlin, Germany in July 2015. The 41 papers were carefully reviewed and selected from 72 submissions. The AGI conference series has played and continues to play, a significant role in this resurgence of research on artificial intelligence in the deeper, original sense of the term of “artificial intelligence”. The conferences encourage interdisciplinary research based on different understandings of intelligence and exploring different approaches. AGI research differs from the ordinary AI research by stressing on the versatility and wholeness of intelligence and by carrying out the engineering practice according to an outline of a system comparable to the human mind in a certain sense.