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Inductive logic programming : from machine learning to software engineering
Authors: ---
Year: 1996 Publisher: Cambridge, Massachusetts : [Piscataqay, New Jersey] : MIT Press, IEEE Xplore,

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Although Inductive Logic Programming (ILP) is generally thought of as a research area at the intersection of machine learning and computational logic, Bergadano and Gunetti propose that most of the research in ILP has in fact come from machine learning, particularly in the evolution of inductive reasoning from pattern recognition, through initial approaches to symbolic machine learning, to recent techniques for learning relational concepts. In this book they provide an extended, up-to-date survey of ILP, emphasizing methods and systems suitable for software engineering applications, including inductive program development, testing, and maintenance.Inductive Logic Programming includes a definition of the basic ILP problem and its variations (incremental, with queries, for multiple predicates and predicate invention capabilities), a description of bottom-up operators and techniques (such as least general generalization, inverse resolution, and inverse implication), an analysis of top-down methods (mainly MIS and FOIL-like systems), and a survey of methods and languages for specifying inductive bias Logic Programming series.


Periodical
ConCiencia EPG
ISSN: 25179896 25236687 Publisher: Peru Edson Jorge, Huaire Inacio

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Foundations of cognitive psychology : core readings
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ISBN: 0262122472 0262621592 9786612099823 1282099825 026227826X 0585446539 9780262278263 9780585446530 9780262122474 9780262621595 Year: 2002 Publisher: Cambridge, Mass. : MIT Press,

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Scientists from many disciplines, including physics, chemistry, biology, and neuroscience, contribute to the study of cognition. Cognitive psychology, the science of the human mind and of how people process information, is at the core of empirical investigations into the nature of mind and thought. This anthology is based on the assumption that cognitive psychology is at heart empirical philosophy. Many of the core questions about thought, language, perception, memory, and knowledge of other people's minds were for centuries the domain of philosophy. The book begins with the philosophical foundations of inquiry into the nature of mind and thought, in particular the writings of Descartes, and then covers the principal topics of cognitive psychology including memory, attention, and decision making. The book organizes a daunting amount of information, underlining the essentials, while also introducing readers to the ambiguities and controversies of research. It is arranged thematically and includes many topics not typically taught in cognition courses, including human factors and ergonomics, evolutionary psychology, music cognition, and experimental design. The contributors include Daniel Dennett, Daniel Kahneman, Jay McClelland, Donald Norman, Michael Posner, Stephen Palmer, Eleanor Rosch, John Searle, Roger Shepard, and Anne Treisman.


Book
Honest signals : how they shape our world
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ISBN: 0262261049 0262281392 143566566X Year: 2008 Publisher: Cambridge, Mass. : MIT Press,

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How understanding the signaling within social networks can change the way we make decisions, work with others, and manage organizations.How can you know when someone is bluffing? Paying attention? Genuinely interested? The answer, writes Alex Pentland in Honest Signals, is that subtle patterns in how we interact with other people reveal our attitudes toward them. These unconscious social signals are not just a back channel or a complement to our conscious language; they form a separate communication network. Biologically based "honest signaling," evolved from ancient primate signaling mechanisms, offers an unmatched window into our intentions, goals, and values. If we understand this ancient channel of communication, Pentland claims, we can accurately predict the outcomes of situations ranging from job interviews to first dates.Pentland, an MIT professor, has used a specially designed digital sensor worn like an ID badge--a "sociometer"--to monitor and analyze the back-and-forth patterns of signaling among groups of people. He and his researchers found that this second channel of communication, revolving not around words but around social relations, profoundly influences major decisions in our lives--even though we are largely unaware of it. Pentland presents the scientific background necessary for understanding this form of communication, applies it to examples of group behavior in real organizations, and shows how by "reading" our social networks we can become more successful at pitching an idea, getting a job, or closing a deal. Using this "network intelligence" theory of social signaling, Pentland describes how we can harness the intelligence of our social network to become better managers, workers, and communicators.


Periodical
Bulletin of Integrative Psychiatry
ISSN: 14537257 Publisher: Romania Sedcom Libris

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Book
Philosophies de la perception : phénoménologie, grammaire et sciences cognitives
Authors: --- --- ---
ISBN: 2738186939 Year: 2003 Publisher: Odile Jacob

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Book
Minding the weather : how expert forecasters think
Authors: --- --- --- ---
ISBN: 0262339412 0262339404 Year: 2017 Publisher: Cambridge, MA : The MIT Press,

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"This book presents an integration of recent research that reveals the knowledge and reasoning of expert weather forecasters, explaining how they understand and predict the weather. The book also discusses different styles and approaches to forecasting. It summarizes what weather forecasters themselves have said about their reasoning, the literature of what makes for sound training of forecasters, studies of forecast accuracy, attempts to generate computer systems to forecast weather, and the technologies used in forecasting (including displays and visualizations) in such systems as radar and satellite. It presents a case study in which forecasters at a facility were probed for their reasoning and a proficiency scale was developed. In addition, the book summarizes and integrates the newest cutting-edge research in applied cognitive science, human factors engineering, cognitive systems engineering, and human-computer interaction that has investigated aspects of the psychology of weather forecasting, including knowledge and mental models, perceptual and display interpretation skills, and reasoning heuristics and strategies"--Provided by publisher.

Panpsychism in the West
Authors: ---
ISBN: 0262195224 0262693518 0262283735 1423726642 9780262283731 9781423726647 9780262693516 9780262195225 Year: 2005

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In Panpsychism in the West, the first comprehensive study of the subject, David Skrbina argues for the importance of panpsychism--the theory that mind exists, in some form, in all living and nonliving things--in consideration of the nature of consciousness and mind. Despite the recent advances in our knowledge of the brain and the increasing intricacy and sophistication of philosophical discussion, the nature of mind remains an enigma. Panpsychism, with its conception of mind as a general phenomenon of nature, uniquely links being and mind. More than a theory of mind, it is a meta-theory--a statement about theories of mind rather than a theory in itself. Panpsychism can parallel almost every current theory of mind; it simply holds that, no matter how one conceives of mind, such mind applies to all things. In addition, panpsychism is one of the most ancient and enduring concepts of philosophy, beginning with its pre-historical forms, animism and polytheism. Its adherents in the West have included important thinkers from the very beginning of Greek philosophy through the sixteenth and seventeenth centuries to the present.Skrbina argues that panpsychism is long overdue for detailed treatment, and with this book he proposes to add impetus to the discussion of panpsychism in serious philosophical inquiries. After a brief discussion of general issues surrounding philosophy of mind, he traces the panpsychist views of specific philosophers, from the ancient Greeks and early Renaissance naturalist philosophers through the likes of William James, Josiah Royce, and Charles Sanders Peirce--always with a strong emphasis on the original texts. In his concluding chapter, "A Panpsychist World View," Skrbina assesses panpsychist arguments and puts them in a larger context. By demonstrating that there is panpsychist thinking in many major philosophers, Skrbina offers a radical challenge to the modern worldview, based as it is on a mechanistic cosmos of dead, insensate matter. Panpsychism in the West will be the standard work on this topic for years to come.


Book
Joint attention : new developments in psychology, philosophy of mind, and social neuroscience
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ISBN: 0262016826 0262300621 0262303728 9780262303729 9780262016827 Year: 2011 Publisher: Cambridge, Mass. : MIT Press,

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Academic interest in the phenomenon of joint attention -- the capacity to attend to an object together with another creature -- has increased rapidly over the past two decades. Yet it isn't easy to spell out in detail what joint attention is, how it ought to be characterized, and what exactly its significance consists in. The writers for this volume address these and related questions by drawing on a variety of disciplines, including developmental and comparative psychology, philosophy of mind, and social neuroscience. The volume organizes their contributions along three main themes: definitional concerns, such as the question of whether or not joint attention should be understood as an irreducibly basic state of mind; processes and mechanisms obtaining on both the neural and behavioral levels; and the functional significance of joint attention, in particular the role it plays in comprehending spatial perspectives and understanding other minds. The collected papers present new work by leading researchers on one of the key issues in social cognition. They demonstrate that an adequate theory of joint attention is indispensable for a comprehensive account of mind.


Book
Cognitive search : evolution, algorithms, and the brain
Authors: --- ---
Year: 2012 Publisher: Cambridge, Massachusetts : [Piscataqay, New Jersey] : MIT Press, IEEE Xplore,

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Over a century ago, William James proposed that people search through memory much as they rummage through a house looking for lost keys. We scour our environments for territory, food, mates, and information. We search for items in visual scenes, for historical facts, and for the best deals on Internet sites; we search for new friends to add to our social networks, and for solutions to novel problems. What we find is always governed by how we search and by the structure of the environment. This book explores how we search for resources in our minds and in the world. The authors examine the evolution and adaptive functions of search; the neural underpinnings of goal-searching mechanisms across species; psychological models of search in memory, decision making, and visual scenes; and applications of search behavior in highly complex environments such as the Internet. As the range of information, social contacts, and goods continues to expand, how well we are able to search and successfully find what we seek becomes increasingly important. At the same time, search offers cross-disciplinary insights to the scientific study of human cognition and its evolution. Combining perspectives from researchers across numerous domains, this book furthers our understanding of the relationship between search and the human mind.

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