Download or read book Machine Learning Methods for Planning written by Steven Minton and published by Morgan Kaufmann. This book was released on 2014-05-12 with total page 555 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Learning Methods for Planning provides information pertinent to learning methods for planning and scheduling. This book covers a wide variety of learning methods and learning architectures, including analogical, case-based, decision-tree, explanation-based, and reinforcement learning. Organized into 15 chapters, this book begins with an overview of planning and scheduling and describes some representative learning systems that have been developed for these tasks. This text then describes a learning apprentice for calendar management. Other chapters consider the problem of temporal credit assignment and describe tractable classes of problems for which optimal plans can be derived. This book discusses as well how reactive, integrated systems give rise to new requirements and opportunities for machine learning. The final chapter deals with a method for learning problem decompositions, which is based on an idealized model of efficiency for problem-reduction search. This book is a valuable resource for production managers, planners, scientists, and research workers.
Download or read book Constraining Cognitive Theories written by Zenon W. Pylyshyn and published by Praeger. This book was released on 1998-06-08 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a collection of essays on foundational and methodological issues in cognitive science. Topics range from the philosophical problems surrounding intentionality and holism to specific scientific issues concerned with the architecture of systems for problem solving, planning, language processing, vision and visual-motor coordination. The larger theme is cognitive architecture and the twelve chapters show the generality of the problems associated with this theme as it impinges on almost every area of cognitive science and most methodological approaches adopted to date.
Download or read book Knowledge Based Intelligent Information and Engineering Systems written by Rajiv Khosla and published by Springer Science & Business Media. This book was released on 2005-08-30 with total page 1473 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation The four volume set LNAI 3681, LNAI 3682, LNAI 3683, and LNAI 3684constitute the refereed proceedings of the 9th International Conferenceon Knowledge-Based Intelligent Information and Engineering Systems, KES2005, held in Melbourne, Australia in September 2005. The 716 revised papers presented were carefully reviewed and selected fromnearly 1400 submissions. The papers present a wealth of original researchresults from the field of intelligent information processing in thebroadest sense; topics covered in the first volume are intelligentdesign support systems, data engineering, knowledge engineering andontologies, knowledge discovery and data mining, advanced networkapplication, approaches and methods of security engineering, chancediscovery, information hiding and multimedia signal processing, softcomputing techniques and their applications, intelligent agenttechnology and applications, smart systems, knowledge - based interfacesystems, intelligent information processing for remote sensing, intelligent human computer interaction systems, experience managementand knowledge management, network (security) real-time and faulttolerant systems, advanced network application and real-time systems, and intelligent watermarking algorithms.
Download or read book Towards Hybrid and Adaptive Computing written by Anupam Shukla and published by Springer. This book was released on 2010-09-18 with total page 467 pages. Available in PDF, EPUB and Kindle. Book excerpt: Soft Computing today is a very vast field whose extent is beyond measure. The boundaries of this magnificent field are spreading at an enormous rate making it possible to build computationally intelligent systems that can do virtually anything, even after considering the hostile practical limitations. Soft Computing, mainly comprising of Artificial Neural Networks, Evolutionary Computation, and Fuzzy Logic may itself be insufficient to cater to the needs of various kinds of complex problems. In such a scenario, we need to carry out amalgamation of same or different computing approaches, along with heuristics, to make fabulous systems for problem solving. There is further an attempt to make these computing systems as adaptable as possible, where the value of any parameter is set and continuously modified by the system itself. This book first presents the basic computing techniques, draws special attention towards their advantages and disadvantages, and then motivates their fusion, in a manner to maximize the advantages and minimize the disadvantages. Conceptualization is a key element of the book, where emphasis is on visualizing the dynamics going inside the technique of use, and hence noting the shortcomings. A detailed description of different varieties of hybrid and adaptive computing systems is given, paying special attention towards conceptualization and motivation. Different evolutionary techniques are discussed that hold potential for generation of fairly complex systems. The complete book is supported by the application of these techniques to biometrics. This not only enables better understanding of the techniques with the added application base, it also opens new dimensions of possibilities how multiple biometric modalities can be fused together to make effective and scalable systems.
Download or read book A Generative Theory of Shape written by Michael Leyton and published by Springer. This book was released on 2003-06-30 with total page 559 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book is to develop a generative theory of shape that has two properties we regard as fundamental to intelligence –(1) maximization of transfer: whenever possible, new structure should be described as the transfer of existing structure; and (2) maximization of recoverability: the generative operations in the theory must allow maximal inferentiability from data sets. We shall show that, if generativity satis?es these two basic criteria of - telligence, then it has a powerful mathematical structure and considerable applicability to the computational disciplines. The requirement of intelligence is particularly important in the gene- tion of complex shape. There are plenty of theories of shape that make the generation of complex shape unintelligible. However, our theory takes the opposite direction: we are concerned with the conversion of complexity into understandability. In this, we will develop a mathematical theory of und- standability. The issue of understandability comes down to the two basic principles of intelligence - maximization of transfer and maximization of recoverability. We shall show how to formulate these conditions group-theoretically. (1) Ma- mization of transfer will be formulated in terms of wreath products. Wreath products are groups in which there is an upper subgroup (which we will call a control group) that transfers a lower subgroup (which we will call a ?ber group) onto copies of itself. (2) maximization of recoverability is insured when the control group is symmetry-breaking with respect to the ?ber group.
Download or read book Encyclopedia of Artificial Intelligence written by Stuart C. Shapiro and published by Wiley. This book was released on 1992-01-31 with total page 840 pages. Available in PDF, EPUB and Kindle. Book excerpt: Written by 350 specialists in academia, industry and government and covering all fields encompassed by artificial intelligence, this encyclopaedia has been updated and expanded to include developments in the fields of neural networks, fuzzy logic, vision and languages.
Download or read book PSYCHOLOGICAL FOUNDATIONS OF MUSICAL BEHAVIOR written by Rudolf E. Radocy and published by Charles C Thomas Publisher. This book was released on 2012-09-01 with total page 521 pages. Available in PDF, EPUB and Kindle. Book excerpt: The fifth edition of Psychological Foundations of Musical Behavior appears at a time of continuing worldwide anxiety and turmoil. We have learned a lot about human musical behavior, and we have some understanding of how music can meet diverse human needs. In this exceptional new edition, the authors have elected to continue a “one volume” coverage of a broad array of topics, guided by three criteria: The text is comprehensive in its coverage of diverse areas comprising music psychology; it is comprehensible to the reader; and it is contemporary in its inclusion of information gathered in recent years. Chapter organization recognizes the traditional and more contemporary domains, with special emphases on psychoacoustics, musical preference, learning, and the psychological foundations of rhythm, melody, and harmony. Following the introductory preview chapter, the text examines diverse views of why people have music and considers music’s functions for individuals, its social values, and its importance as a cultural phenomenon. “Functional music” and music as a therapeutic tool is discussed, including descriptions and relationships involving psychoacoustical phenomena, giving considerable attention to perception, judgment, measurement, and physical and psychophysical events. Rhythmic behaviors and what is involved in producing and responding to rhythms are explored. The organization of horizontal and vertical pitch, tonality, scales, and value judgments, as well as related pedagogical issues are also considered. The basic aspects of musical performance, improvisation, composition, existing musical preferences and tastes, approaches to studying the affective response to music with particular emphasis on developments in psychological aesthetics are examined. The text closely relates the development and prediction of musical ability, music learning as a form of human learning, and music abnormalities, concluding with speculation regarding future research directions. The authors offer their latest review of aspects of human musical behavior with profound recognition of music’s enduring values.
Download or read book Handbook of Artificial Intelligence for Music written by Eduardo Reck Miranda and published by Springer Nature. This book was released on 2021-07-02 with total page 994 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents comprehensive coverage of the latest advances in research into enabling machines to listen to and compose new music. It includes chapters introducing what we know about human musical intelligence and on how this knowledge can be simulated with AI. The development of interactive musical robots and emerging new approaches to AI-based musical creativity are also introduced, including brain–computer music interfaces, bio-processors and quantum computing. Artificial Intelligence (AI) technology permeates the music industry, from management systems for recording studios to recommendation systems for online commercialization of music through the Internet. Yet whereas AI for online music distribution is well advanced, this book focuses on a largely unexplored application: AI for creating the actual musical content.
Download or read book Making Music written by Dennis DeSantis and published by . This book was released on 2015 with total page 341 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Machine Models of Music written by Stephan M. Schwanauer and published by MIT Press. This book was released on 1993 with total page 572 pages. Available in PDF, EPUB and Kindle. Book excerpt: Machine Models of Music brings together representative models and current research to illustrate the rich impact that artificial intelligence has had on the understanding and composition of traditional music and to demonstrate the ways in which music can push the boundaries of traditional Al research. Machine Models of Music brings together representative models ranging from Mozart's "Musical Dice Game" to a classic article by Marvin Minsky and current research to illustrate the rich impact that artificial intelligence has had on the understanding and composition of traditional music and to demonstrate the ways in which music can push the boundaries of traditional Al research.Major sections of the book take up pioneering research in generate-and-test composition (Lejaren Hiller, Barry Brooks, Jr., Stanley Gill); composition parsing (Allen Forte, Herbert Simon, Terry Winograd); heuristic composition (John Rothgeb, James Moorer, Steven Smoliar); generative grammars (Otto Laske, Gary Rader, Johan Sundberg, Fred Lerdahl); alternative theories (Marvin Minsky, James Meehan); composition tools (Charles Ames, Kemal Ebcioglu, David Cope, C. Fry); and new directions (David Levitt, Christopher Longuet-Higgins, Jamshed Bharucha, Stephan Schwanauer).Stephan Schwanauer is President of Mediasoft Corporation. David Levitt is the founder of HIP Software and head of audio products at VPL Research.
Download or read book Methods of Computer assisted Music Analysis written by Nico Stephan Schuler and published by . This book was released on 2000 with total page 716 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Experiments in Musical Intelligence written by David Cope and published by . This book was released on 1996 with total page 292 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Rough Sets and Intelligent Systems Professor Zdzis aw Pawlak in Memoriam written by Andrzej Skowron and published by Springer Science & Business Media. This book was released on 2012-08-14 with total page 640 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book is dedicated to the memory of Professor Zdzis{\l}aw Pawlak who passed away almost six year ago. He is the founder of the Polish school of Artificial Intelligence and one of the pioneers in Computer Engineering and Computer Science with worldwide influence. He was a truly great scientist, researcher, teacher and a human being. This book prepared in two volumes contains more than 50 chapters. This demonstrates that the scientific approaches discovered by of Professor Zdzis{\l}aw Pawlak, especially the rough set approach as a tool for dealing with imperfect knowledge, are vivid and intensively explored by many researchers in many places throughout the world. The submitted papers prove that interest in rough set research is growing and is possible to see many new excellent results both on theoretical foundations and applications of rough sets alone or in combination with other approaches. We are proud to offer the readers this book.
Download or read book Common Music written by Heinrich Konrad Taube and published by . This book was released on 1990 with total page 14 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Music and AI written by Alexandra Bonnici and published by Frontiers Media SA. This book was released on 2021-03-16 with total page 170 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Modern Theories and Practices for Cyber Ethics and Security Compliance written by Yaokumah, Winfred and published by IGI Global. This book was released on 2020-04-10 with total page 302 pages. Available in PDF, EPUB and Kindle. Book excerpt: In today’s globalized world, businesses and governments rely heavily on technology for storing and protecting essential information and data. Despite the benefits that computing systems offer, there remains an assortment of issues and challenges in maintaining the integrity and confidentiality of these databases. As professionals become more dependent cyberspace, there is a need for research on modern strategies and concepts for improving the security and safety of these technologies. Modern Theories and Practices for Cyber Ethics and Security Compliance is a collection of innovative research on the concepts, models, issues, challenges, innovations, and mitigation strategies needed to improve cyber protection. While highlighting topics including database governance, cryptography, and intrusion detection, this book provides guidelines for the protection, safety, and security of business data and national infrastructure from cyber-attacks. It is ideally designed for security analysts, law enforcement, researchers, legal practitioners, policymakers, business professionals, governments, strategists, educators, and students seeking current research on combative solutions for cyber threats and attacks.
Download or read book Automated Media written by Mark Andrejevic and published by Routledge. This book was released on 2019-09-24 with total page 226 pages. Available in PDF, EPUB and Kindle. Book excerpt: In this era of pervasive automation, Mark Andrejevic provides an original framework for tracing the logical trajectory of automated media and their social, political, and cultural consequences. This book explores the cascading logic of automation, which develops from the information collection process through to data processing and, finally, automated decision making. It argues that pervasive digital monitoring combines with algorithmic decision making and machine learning to create new forms of power and control that pose challenges to democratic forms of accountability and individual autonomy alike. Andrejevic provides an overview of the implications of these developments for the fate of human experience, describing the "bias of automation" through the logics of pre-emption, operationalism, and "framelessness." Automated Media is a fascinating and groundbreaking new volume: a must-read for students and researchers of critical media studies interested in the intersections of media, technology, and the digital economy.
