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Book Synopsis Machine Learning by : Kevin P. Murphy
Download or read book Machine Learning written by Kevin P. Murphy and published by MIT Press. This book was released on 2012-08-24 with total page 1102 pages. Available in PDF, EPUB and Kindle. Book excerpt: A comprehensive introduction to machine learning that uses probabilistic models and inference as a unifying approach. Today's Web-enabled deluge of electronic data calls for automated methods of data analysis. Machine learning provides these, developing methods that can automatically detect patterns in data and then use the uncovered patterns to predict future data. This textbook offers a comprehensive and self-contained introduction to the field of machine learning, based on a unified, probabilistic approach. The coverage combines breadth and depth, offering necessary background material on such topics as probability, optimization, and linear algebra as well as discussion of recent developments in the field, including conditional random fields, L1 regularization, and deep learning. The book is written in an informal, accessible style, complete with pseudo-code for the most important algorithms. All topics are copiously illustrated with color images and worked examples drawn from such application domains as biology, text processing, computer vision, and robotics. Rather than providing a cookbook of different heuristic methods, the book stresses a principled model-based approach, often using the language of graphical models to specify models in a concise and intuitive way. Almost all the models described have been implemented in a MATLAB software package—PMTK (probabilistic modeling toolkit)—that is freely available online. The book is suitable for upper-level undergraduates with an introductory-level college math background and beginning graduate students.
Download or read book Federal Register written by and published by . This book was released on 1998 with total page 1048 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Head and Neck Imaging by : Peter M. Som
Download or read book Head and Neck Imaging written by Peter M. Som and published by Elsevier Health Sciences. This book was released on 2011-04-11 with total page 3079 pages. Available in PDF, EPUB and Kindle. Book excerpt: Head and Neck Imaging, by Drs. Peter M. Som and Hugh D. Curtin, delivers the encyclopedic and authoritative guidance you’ve come to expect from this book – the expert guidance you need to diagnose the most challenging disorders using today’s most accurate techniques. New state-of-the-art imaging examples throughout help you recognize the imaging presentation of the full range of head and neck disorders using PET, CT, MRI, and ultrasound. Enhanced coverage of the complexities of embryology, anatomy, and physiology, including original color drawings and new color anatomical images from Frank Netter, help you distinguish subtle abnormalities and understand their etiologies. Compare your imaging findings to thousands of crystal-clear examples representing every type of head and neck disorder. Gain an international perspective from global authorities in the field. Find information quickly with a logical organization by anatomic region. Master the latest approaches to image-guided biopsies and treatments. Utilize PET/CT scanning to its fullest potential, including head and neck cancer staging, treatment planning, and follow up to therapy. Visualize head and neck anatomy better than ever before with greatly expanded embryology, physiology and anatomy content, including original drawings and new color anatomical images. Grasp the finer points of head and neck imaging quickly with more images, more detail in the images, and more anatomic atlases with many examples of anatomic variants. Access the complete content- and illustrations online at www.expertconsult.com - fully searchable!
Download or read book Web Engineering written by Sören Auer and published by Springer. This book was released on 2011-06-21 with total page 433 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the 11th International Conference on Web Engineering, held in Paphos, Cyprus, in June 2011. The 22 revised full papers and 15 revised poster papers presented together with 2 invited lectures were carefully reviewed and selected from 90 submissions for inclusion in the book. The papers topics cover a broad range of areas, namely, the Semantic Web, Web Services, Mashups, Web 2.0, Web quality, Web development, etc.
Book Synopsis Digital Avionics Handbook by : Cary R. Spitzer
Download or read book Digital Avionics Handbook written by Cary R. Spitzer and published by CRC Press. This book was released on 2000-12-20 with total page 578 pages. Available in PDF, EPUB and Kindle. Book excerpt: Avionics provide crews and passengers with an array of capabilities. Cockpit crews can operate with fewer pilots, greater efficiency, and immediate critical information. Passengers can enjoy the ultimate in inflight entertainment: live television and audio broadcasts and access to the Internet and e-mail. Since avionics are the among most ex
Book Synopsis Logic Programming by : David S. Warren
Download or read book Logic Programming written by David S. Warren and published by MIT Press. This book was released on 1993 with total page 884 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Tenth International Conference on Logic Programming, sponsored by the Association for Logic Programming, is a major forum for presentations of research, applications, and implementations in this important area of computer science. Logic programming is one of the most promising steps toward declarative programming and forms the theoretical basis of the programming language Prolog and it svarious extensions. Logic programming is also fundamental to work in artificial intelligence, where it has been used for nonmonotonic and commonsense reasoning, expert systems implementation, deductive databases, and applications such as computer-aided manufacturing.David S. Warren is Professor of Computer Science at the State University of New York, Stony Brook.Topics covered: Theory and Foundations. Programming Methodologies and Tools. Meta and Higher-order Programming. Parallelism. Concurrency. Deductive Databases. Implementations and Architectures. Applications. Artificial Intelligence. Constraints. Partial Deduction. Bottom-Up Evaluation. Compilation Techniques.
Book Synopsis Charles Sanders Peirce (Enlarged Edition), Revised and Enlarged Edition by : Joseph Brent
Download or read book Charles Sanders Peirce (Enlarged Edition), Revised and Enlarged Edition written by Joseph Brent and published by Indiana University Press. This book was released on 1998-11-22 with total page 440 pages. Available in PDF, EPUB and Kindle. Book excerpt: " Brent] has produced a thoughtful, sometimes moving, and entirely accessible intellectual biography which is also, under the circumstances, indispensable." --The New York Review of Books "... a fine biography." --The New York Times Book Review "... an extraordinary, inspiring portrait of the largely forgotten Peirce, a progenitor of modern thought who devised a realist metaphysics and attempted to achieve direct knowledge of God by applying the logic of science." --Publishers Weekly In this expanded paperback edition of the critically acclaimed biography of a true American original, the philosopher-polymath Charles Sanders Peirce, Joseph Brent refines his interpretation of Peirce's thought and character based on new research, and has added a glossary and a detailed chronology.
Book Synopsis Digital Avionics Handbook, Third Edition by : Cary Spitzer
Download or read book Digital Avionics Handbook, Third Edition written by Cary Spitzer and published by CRC Press. This book was released on 2014-09-03 with total page 836 pages. Available in PDF, EPUB and Kindle. Book excerpt: A perennial bestseller, the Digital Avionics Handbook offers a comprehensive view of avionics. Complete with case studies of avionics architectures as well as examples of modern systems flying on current military and civil aircraft, this Third Edition includes: Ten brand-new chapters covering new topics and emerging trends Significant restructuring to deliver a more coherent and cohesive story Updates to all existing chapters to reflect the latest software and technologies Featuring discussions of new data bus and display concepts involving retina scanning, speech interaction, and synthetic vision, the Digital Avionics Handbook, Third Edition provides practicing and aspiring electrical, aerospace, avionics, and control systems engineers with a pragmatic look at the present state of the art of avionics.
Book Synopsis Background Material and Data on Major Programs Within the Jurisdiction of the Committee on Ways and Means by :
Download or read book Background Material and Data on Major Programs Within the Jurisdiction of the Committee on Ways and Means written by and published by . This book was released on 2000 with total page 1632 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Digital Libraries: Research and Development by : Costantino Thanos
Download or read book Digital Libraries: Research and Development written by Costantino Thanos and published by Springer. This book was released on 2007-11-25 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the thoroughly refereed post-proceedings of the First International Conference on Digital Libraries, DELOS 2007, held in Pisa, Italy, in February 2007. The 33 revised full papers presented were carefully reviewed and selected for inclusion in the book. The papers are organized in topical sections on similarity search, architectures, personalization, interoperability, evaluation, miscellaneous, preservation, video data management, 3D objects, and peer to peer.
Book Synopsis Database Systems for Advanced Applications by : Jian Pei
Download or read book Database Systems for Advanced Applications written by Jian Pei and published by Springer. This book was released on 2018-05-16 with total page 952 pages. Available in PDF, EPUB and Kindle. Book excerpt: This two-volume set LNCS 10827 and LNCS 10828 constitutes the refereed proceedings of the 23rd International Conference on Database Systems for Advanced Applications, DASFAA 2018, held in Gold Coast, QLD, Australia, in May 2018. The 83 full papers, 21 short papers, 6 industry papers, and 8 demo papers were carefully selected from a total of 360 submissions. The papers are organized around the following topics: network embedding; recommendation; graph and network processing; social network analytics; sequence and temporal data processing; trajectory and streaming data; RDF and knowledge graphs; text and data mining; medical data mining; security and privacy; search and information retrieval; query processing and optimizations; data quality and crowdsourcing; learning models; multimedia data processing; and distributed computing.
Book Synopsis The Pennsylvania-German Society by :
Download or read book The Pennsylvania-German Society written by and published by . This book was released on 1907 with total page 576 pages. Available in PDF, EPUB and Kindle. Book excerpt: Includes proceedings, addresses and annual reports.
Download or read book Health Care Financing Review written by and published by . This book was released on 1988 with total page 726 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis English Patents of Inventions, Specifications by :
Download or read book English Patents of Inventions, Specifications written by and published by . This book was released on with total page 448 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Final Tabulation of Sulfur-isotope Analyses by : U.S. Atomic Energy Commission
Download or read book Final Tabulation of Sulfur-isotope Analyses written by U.S. Atomic Energy Commission and published by . This book was released on 1971 with total page 78 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis The Great Interwar Crisis and the Collapse of Globalization by : R. Boyce
Download or read book The Great Interwar Crisis and the Collapse of Globalization written by R. Boyce and published by Springer. This book was released on 2009-10-21 with total page 623 pages. Available in PDF, EPUB and Kindle. Book excerpt: Challenging the standard narrative of Interwar International History, this account establishes the causal relationship between the global political and economic crises of the period, and offers a radically new look at the role of ideology, racism and the leading liberal powers in the events between the First and Second World Wars.
Book Synopsis Concurrency and Parallelism, Programming, Networking, and Security by : Joxan Jaffar
Download or read book Concurrency and Parallelism, Programming, Networking, and Security written by Joxan Jaffar and published by Springer Science & Business Media. This book was released on 1996-11-19 with total page 420 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book constitutes the refereed proceedings of the Second Asian Conference on Computing Science, ASIAN'96, held in Singapore in December 1996. The volume presents 31 revised full papers selected from a total of 169 submissions; also included are three invited papers and 14 posters. The papers are organized in topical sections on algorithms, constraints and logic programming, distributed systems, formal systems, networking and security, programming and systems, and specification and verification.
