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Learning From Imperfect Data In Theory And Practice
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Book Synopsis Biostatistical Genetics and Genetic Epidemiology by : Robert C. Elston
Download or read book Biostatistical Genetics and Genetic Epidemiology written by Robert C. Elston and published by John Wiley & Sons. This book was released on 2002-04-22 with total page 860 pages. Available in PDF, EPUB and Kindle. Book excerpt: Human Genetics concerns the study of genetic forces in man. By studying our genetic make-up we are able to understand more about our heritage and evolution. Some of the original, and most significant research in genetics centred around the study of the genetics of complex diseases - genetic epidemiology. This is the third in a highly successful series of books based on articles from the Encyclopedia of Biostatistics. This volume will be a timely and comprehensive reference, for a subject that has seen a recent explosion of interest following the completion of the first draft of the Human Genome Mapping Project. The editors have updated the articles from the Human Genetics section of the EoB, have adpated other articles to give them a genetic feel, and have included a number of newly commissioned articles to ensure the work is comprehensive and provides a self-contained reference.
Book Synopsis Hidden Markov Models for Bioinformatics by : T. Koski
Download or read book Hidden Markov Models for Bioinformatics written by T. Koski and published by Springer Science & Business Media. This book was released on 2001-11-30 with total page 422 pages. Available in PDF, EPUB and Kindle. Book excerpt: The purpose of this book is to give a thorough and systematic introduction to probabilistic modeling in bioinformatics. The book contains a mathematically strict and extensive presentation of the kind of probabilistic models that have turned out to be useful in genome analysis. Questions of parametric inference, selection between model families, and various architectures are treated. Several examples are given of known architectures (e.g., profile HMM) used in genome analysis.
Book Synopsis Proceedings of the ... Annual International Conference on Computational Molecular Biology by :
Download or read book Proceedings of the ... Annual International Conference on Computational Molecular Biology written by and published by . This book was released on 1997 with total page 374 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Encyclopedia of the Sciences of Learning by : Norbert M. Seel
Download or read book Encyclopedia of the Sciences of Learning written by Norbert M. Seel and published by Springer Science & Business Media. This book was released on 2011-10-05 with total page 3643 pages. Available in PDF, EPUB and Kindle. Book excerpt: Over the past century, educational psychologists and researchers have posited many theories to explain how individuals learn, i.e. how they acquire, organize and deploy knowledge and skills. The 20th century can be considered the century of psychology on learning and related fields of interest (such as motivation, cognition, metacognition etc.) and it is fascinating to see the various mainstreams of learning, remembered and forgotten over the 20th century and note that basic assumptions of early theories survived several paradigm shifts of psychology and epistemology. Beyond folk psychology and its naïve theories of learning, psychological learning theories can be grouped into some basic categories, such as behaviorist learning theories, connectionist learning theories, cognitive learning theories, constructivist learning theories, and social learning theories. Learning theories are not limited to psychology and related fields of interest but rather we can find the topic of learning in various disciplines, such as philosophy and epistemology, education, information science, biology, and – as a result of the emergence of computer technologies – especially also in the field of computer sciences and artificial intelligence. As a consequence, machine learning struck a chord in the 1980s and became an important field of the learning sciences in general. As the learning sciences became more specialized and complex, the various fields of interest were widely spread and separated from each other; as a consequence, even presently, there is no comprehensive overview of the sciences of learning or the central theoretical concepts and vocabulary on which researchers rely. The Encyclopedia of the Sciences of Learning provides an up-to-date, broad and authoritative coverage of the specific terms mostly used in the sciences of learning and its related fields, including relevant areas of instruction, pedagogy, cognitive sciences, and especially machine learning and knowledge engineering. This modern compendium will be an indispensable source of information for scientists, educators, engineers, and technical staff active in all fields of learning. More specifically, the Encyclopedia provides fast access to the most relevant theoretical terms provides up-to-date, broad and authoritative coverage of the most important theories within the various fields of the learning sciences and adjacent sciences and communication technologies; supplies clear and precise explanations of the theoretical terms, cross-references to related entries and up-to-date references to important research and publications. The Encyclopedia also contains biographical entries of individuals who have substantially contributed to the sciences of learning; the entries are written by a distinguished panel of researchers in the various fields of the learning sciences.
Author :Massachusetts Institute of Technology. Laboratory for Computer Science Publisher : ISBN 13 : Total Pages :354 pages Book Rating :4.:/5 (45 download)
Book Synopsis Laboratory for Computer Science Progress Report by : Massachusetts Institute of Technology. Laboratory for Computer Science
Download or read book Laboratory for Computer Science Progress Report written by Massachusetts Institute of Technology. Laboratory for Computer Science and published by . This book was released on 1997 with total page 354 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis 13th International Conference on Theory and Application of Fuzzy Systems and Soft Computing — ICAFS-2018 by : Rafik A. Aliev
Download or read book 13th International Conference on Theory and Application of Fuzzy Systems and Soft Computing — ICAFS-2018 written by Rafik A. Aliev and published by Springer. This book was released on 2018-12-28 with total page 988 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents the proceedings of the 13th International Conference on Application of Fuzzy Systems and Soft Computing (ICAFS 2018), held in Warsaw, Poland on August 27–28, 2018. It includes contributions from diverse areas of soft computing such as uncertain computation, Z-information processing, neuro-fuzzy approaches, evolutionary computing and others. The topics of the papers include theory of uncertainty computation; theory and application of soft computing; decision theory with imperfect information; neuro-fuzzy technology; image processing with soft computing; intelligent control; machine learning; fuzzy logic in data analytics and data mining; evolutionary computing; chaotic systems; soft computing in business, economics and finance; fuzzy logic and soft computing in the earth sciences; fuzzy logic and soft computing in engineering; soft computing in medicine, biomedical engineering and the pharmaceutical sciences; and probabilistic and statistical reasoning in the social and educational sciences. The book covers new ideas from theoretical and practical perspectives in economics, business, industry, education, medicine, the earth sciences and other fields. In addition to promoting the development and application of soft computing methods in various real-life fields, it offers a useful guide for academics, practitioners, and graduates in fuzzy logic and soft computing fields.
Book Synopsis Information Theory, Inference and Learning Algorithms by : David J. C. MacKay
Download or read book Information Theory, Inference and Learning Algorithms written by David J. C. MacKay and published by Cambridge University Press. This book was released on 2003-09-25 with total page 694 pages. Available in PDF, EPUB and Kindle. Book excerpt: Information theory and inference, taught together in this exciting textbook, lie at the heart of many important areas of modern technology - communication, signal processing, data mining, machine learning, pattern recognition, computational neuroscience, bioinformatics and cryptography. The book introduces theory in tandem with applications. Information theory is taught alongside practical communication systems such as arithmetic coding for data compression and sparse-graph codes for error-correction. Inference techniques, including message-passing algorithms, Monte Carlo methods and variational approximations, are developed alongside applications to clustering, convolutional codes, independent component analysis, and neural networks. Uniquely, the book covers state-of-the-art error-correcting codes, including low-density-parity-check codes, turbo codes, and digital fountain codes - the twenty-first-century standards for satellite communications, disk drives, and data broadcast. Richly illustrated, filled with worked examples and over 400 exercises, some with detailed solutions, the book is ideal for self-learning, and for undergraduate or graduate courses. It also provides an unparalleled entry point for professionals in areas as diverse as computational biology, financial engineering and machine learning.
Book Synopsis Computational Intelligence in Theory and Practice by : Bernd Reusch
Download or read book Computational Intelligence in Theory and Practice written by Bernd Reusch and published by Springer Science & Business Media. This book was released on 2001-01-18 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computational Intelligence with its roots in Fuzzy Logic, Neural Networks and Evolutionary Algorithms has become an important research and application field in computer science in the last decade. Methodologies from these areas and combinations of them enable users from engineering, business, medicine and many more branches to capture and process vague, incomplete, uncertain and imprecise data and knowledge. Many algorithms and tools have been developed to solve problems in the realms of high and low level control, information processing, diagnostics, decision support, classification, optimisation and many more. This book tries to show the impact and feedback between theory and applications of Computational Intelligence, highlighted on selected examples.
Book Synopsis The Relational Economy by : Harald Bathelt
Download or read book The Relational Economy written by Harald Bathelt and published by OUP Oxford. This book was released on 2011-06-23 with total page 320 pages. Available in PDF, EPUB and Kindle. Book excerpt: How are firms, networks of firms, and production systems organized and how does this organization vary from place to place? What are the new geographies emerging from the need to create, access, and share knowledge, and sustain competitiveness? In what ways are local clusters and global exchange relations intertwined and co-constituted? What are the impacts of global changes in technology, demand, and competition on the organization of production, and how do these effects vary between communities, regions, and nations? This book synthesizes theories from across the social sciences with empirical research and case studies in order to answer these questions and to demonstrate how people and firms organize economic action and interaction across local, national, and global flows of knowledge and innovation. It is structured in four clear parts: - Part I: Foundations of Relational Thinking - Part II: Relational Clusters of Knowledge - Part III: Knowledge Circulation Across Territories - Part IV: Toward a Relational Economic Policy? The book employs a novel relational framework, which recognizes values, interpretative frameworks, and decision-making practices as subject to the contextuality of the social institutions that characterize the relationships between the human agents. It will be a valuable resource for academics, researchers, and graduate students across the social sciences, and practitioners in clusters policy.
Book Synopsis Intelligent Data Analysis for Real-Life Applications: Theory and Practice by : Magdalena-Benedito, Rafael
Download or read book Intelligent Data Analysis for Real-Life Applications: Theory and Practice written by Magdalena-Benedito, Rafael and published by IGI Global. This book was released on 2012-06-30 with total page 444 pages. Available in PDF, EPUB and Kindle. Book excerpt: With the recent and enormous increase in the amount of available data sets of all kinds, applying effective and efficient techniques for analyzing and extracting information from that data has become a crucial task. Intelligent Data Analysis for Real-Life Applications: Theory and Practice investigates the application of Intelligent Data Analysis (IDA) to these data sets through the design and development of algorithms and techniques to extract knowledge from databases. This pivotal reference explores practical applications of IDA, and it is essential for academic and research libraries as well as students, researchers, and educators in data analysis, application development, and database management.
Book Synopsis Theory and Practice of Business Intelligence in Healthcare by : Khuntia, Jiban
Download or read book Theory and Practice of Business Intelligence in Healthcare written by Khuntia, Jiban and published by IGI Global. This book was released on 2019-12-27 with total page 322 pages. Available in PDF, EPUB and Kindle. Book excerpt: Business intelligence supports managers in enterprises to make informed business decisions in various levels and domains such as in healthcare. These technologies can handle large structured and unstructured data (big data) in the healthcare industry. Because of the complex nature of healthcare data and the significant impact of healthcare data analysis, it is important to understand both the theories and practices of business intelligence in healthcare. Theory and Practice of Business Intelligence in Healthcare is a collection of innovative research that introduces data mining, modeling, and analytic techniques to health and healthcare data; articulates the value of big volumes of data to health and healthcare; evaluates business intelligence tools; and explores business intelligence use and applications in healthcare. While highlighting topics including digital health, operations intelligence, and patient empowerment, this book is ideally designed for healthcare professionals, IT consultants, hospital directors, data management staff, data analysts, hospital administrators, executives, managers, academicians, students, and researchers seeking current research on the digitization of health records and health systems integration.
Book Synopsis Journal of Community Engagement and Scholarship, Vol. 2 No. 1 by : Cassandra E. Simon
Download or read book Journal of Community Engagement and Scholarship, Vol. 2 No. 1 written by Cassandra E. Simon and published by University of Alabama Press. This book was released on 2009-11-15 with total page 85 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Journal of Community Engagement and Scholarship (JCES) is a peer-reviewed international journal through which faculty, staff, students, and community partners disseminate scholarly works. JCES integrates teaching, research, and community engagement in all disciplines, addressing critical problems identified through a community-participatory process.
Book Synopsis Advances in Artificial Intelligence: From Theory to Practice by : Salem Benferhat
Download or read book Advances in Artificial Intelligence: From Theory to Practice written by Salem Benferhat and published by Springer. This book was released on 2017-06-10 with total page 656 pages. Available in PDF, EPUB and Kindle. Book excerpt: The two-volume set LNCS 10350 and 10351 constitutes the thoroughly refereed proceedings of the 30th International Conference on Industrial, Engineering and Other Applications of Applied Intelligent Systems, IEA/AIE 2017, held in Arras, France, in June 2017. The 70 revised full papers presented together with 45 short papers and 3 invited talks were carefully reviewed and selected from 180 submissions. They are organized in topical sections: constraints, planning, and optimization; data mining and machine learning; sensors, signal processing, and data fusion; recommender systems; decision support systems; knowledge representation and reasoning; navigation, control, and autonome agents; sentiment analysis and social media; games, computer vision; and animation; uncertainty management; graphical models: from theory to applications; anomaly detection; agronomy and artificial intelligence; applications of argumentation; intelligent systems in healthcare and mhealth for health outcomes; and innovative applications of textual analysis based on AI.
Book Synopsis Theories of Learning and Studies of Instructional Practice by : Timothy Koschmann
Download or read book Theories of Learning and Studies of Instructional Practice written by Timothy Koschmann and published by Springer Science & Business Media. This book was released on 2011-04-19 with total page 483 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is a book about an attempt to change the way math was taught in a particular classroom. Its title plays on our everyday usage of the terms theory and practice. In education, these terms are conventionally treated oppositionally—we have theories about what we should do and we have what teachers actually do do. In this way, theory stands prior, logically and chronologically, to practice; practice inevitably becoming theory’s imperfect realization. We seek in this volume, however, to develop a different stance with regard to the relationship between the two. Taking the details of instructional practice as our principle object of study, we explore what role theories of learning might play in illuminating such practices. The book is about actual practices by which teaching is done and how contemporary theories of learning might help us understand those practices. It seeks to provide a foundation for future practice-based inquiry in education, by addressing the methodological question: How do we go about studying instructional practice in a principled way?
Book Synopsis Distributed Optimization and Statistical Learning Via the Alternating Direction Method of Multipliers by : Stephen Boyd
Download or read book Distributed Optimization and Statistical Learning Via the Alternating Direction Method of Multipliers written by Stephen Boyd and published by Now Publishers Inc. This book was released on 2011 with total page 138 pages. Available in PDF, EPUB and Kindle. Book excerpt: Surveys the theory and history of the alternating direction method of multipliers, and discusses its applications to a wide variety of statistical and machine learning problems of recent interest, including the lasso, sparse logistic regression, basis pursuit, covariance selection, support vector machines, and many others.
Book Synopsis Principles and Practice in Second Language Acquisition by : Stephen D. Krashen
Download or read book Principles and Practice in Second Language Acquisition written by Stephen D. Krashen and published by . This book was released on 1987 with total page 202 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Author :Catherine D. Farvacque-Vitkovic Publisher :World Bank Publications ISBN 13 :1464806942 Total Pages :911 pages Book Rating :4.4/5 (648 download)
Book Synopsis Finances municipales by : Catherine D. Farvacque-Vitkovic
Download or read book Finances municipales written by Catherine D. Farvacque-Vitkovic and published by World Bank Publications. This book was released on 2016-04-25 with total page 911 pages. Available in PDF, EPUB and Kindle. Book excerpt: De Detroit à Lahore, la plupart des villes du monde sont confrontées à des difficultés financières, alors même qu’elles doivent assumer des responsabilités de plus en plus complexes. Le présent ouvrage, Finances municipales : manuel à l’usage des collectivités locales, prend parti — le parti des maires et des gestionnaires municipaux. Rares sont les publications consacrées à cette question qui ciblent de façon aussi directe et pragmatique les responsables de l’action publique et le personnel financier à l’échelon local. Le contenu et les principaux messages de ce manuel ont été conçus de manière à répondre aux questions et préoccupations auxquelles les villes et les municipalités sont quotidiennement confrontées dans le cadre de la gestion de leurs finances. Le manuel Finances municipales prend position. Les auteurs de ses huit chapitres examinent les enseignements observés dans divers domaines : relations entre administrations, finances des métropoles, gestion financière, gestion des recettes, des dépenses et du patrimoine public, financements extérieurs et évaluation de la performance des finances municipales. L’ouvrage traite de sujets allant de la decentralisation à la transparence et à l’obligation de rendre compte. Il explore aussi des domaines moins balisés tels que la gestion du patrimoine, la solvabilité, la réponse aux crises financières. Le manuel Finances municipales appelle a l’ action. En plus de partager avec le lecteur un savoir très pointu sur de nombreux sujets techniques, il guide les autorités locales dans le labyrinthe des instruments existants. L’outil d’auto-évaluation des finances municipales (MFSA), décrit au chapitre 8, devrait tout particulièrement aider les municipalités à évaluer leur situation et à progresser sur la voie des réformes.
