Author: Sep Kamvar
Publisher: Princeton University Press
ISBN: 1400837065
Category : Computers
Languages : en
Pages : 156
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Book Description
This book lays out the theoretical groundwork for personalized search and reputation management, both on the Web and in peer-to-peer and social networks. Representing much of the foundational research in this field, the book develops scalable algorithms that exploit the graphlike properties underlying personalized search and reputation management, and delves into realistic scenarios regarding Web-scale data. Sep Kamvar focuses on eigenvector-based techniques in Web search, introducing a personalized variant of Google's PageRank algorithm, and he outlines algorithms--such as the now-famous quadratic extrapolation technique--that speed up computation, making personalized PageRank feasible. Kamvar suggests that Power Method-related techniques ultimately should be the basis for improving the PageRank algorithm, and he presents algorithms that exploit the convergence behavior of individual components of the PageRank vector. Kamvar then extends the ideas of reputation management and personalized search to distributed networks like peer-to-peer and social networks. He highlights locality and computational considerations related to the structure of the network, and considers such unique issues as malicious peers. He describes the EigenTrust algorithm and applies various PageRank concepts to P2P settings. Discussion chapters summarizing results conclude the book's two main sections. Clear and thorough, this book provides an authoritative look at central innovations in search for all of those interested in the subject.
Author: Thrasyvoulos Spyropoulos
Publisher: Springer
ISBN: 3642108652
Category : Computers
Languages : en
Pages : 280
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Book Description
This book constitutes the refereed proceedings of the 4th International Workshop on Self-Organizing Systems, IWSOS 2009, held in Zurich, Switzerland, in December 2009. The 14 revised full papers and 13 revised short papers presented were carefully selected from the 34 full and 27 short paper submissions. The papers are organized in topical sections on ad hoc and sensor networks; services, storage, and internet routing; peer-to-peer systems; theory and general approaches; overlay networks; peer-to-peer systems and internet routing; wireless networks; and network topics.
Author:
Publisher:
ISBN:
Category : Dissertations, Academic
Languages : en
Pages : 980
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Book Description
Author: Alejandro Dizan Vasquez Govea
Publisher: Springer Science & Business Media
ISBN: 3642136419
Category : Technology & Engineering
Languages : en
Pages : 159
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Book Description
This book focuses on the problem of moving in a cluttered environment with pedestrians and vehicles. A framework based on Hidden Markov models is developed to learn typical motion patterns which can be used to predict motion on the basis of sensor data.
Author: Jiming Liu
Publisher:
ISBN: 9780769519326
Category : Artificial intelligence
Languages : en
Pages : 758
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Book Description
Author: Clara Pizzuti
Publisher: MDPI
ISBN: 3036506829
Category : Technology & Engineering
Languages : en
Pages : 352
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Book Description
Complex networks are one of the most challenging research focuses of disciplines, including physics, mathematics, biology, medicine, engineering, and computer science, among others. The interest in complex networks is increasingly growing, due to their ability to model several daily life systems, such as technology networks, the Internet, and communication, chemical, neural, social, political and financial networks. The Special Issue “Computation in Complex Networks" of Entropy offers a multidisciplinary view on how some complex systems behave, providing a collection of original and high-quality papers within the research fields of: • Community detection • Complex network modelling • Complex network analysis • Node classification • Information spreading and control • Network robustness • Social networks • Network medicine
Author: Trygve O Tollefsbol
Publisher: Academic Press
ISBN: 0128004363
Category : Science
Languages : en
Pages : 611
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Book Description
Personalized Epigenetics discusses the core translatability of epigenetics to health management of individuals who have unique variations in their epigenetic signatures that can guide both disorder and disease prevention and therapy. The book details inter-individual variability in the major epigenetic process in humans consisting of DNA methylation, histone modifications, and noncoding RNA, and the diagnostic, prognostic, and therapeutic potential of the field, it also reviews the impact of the environment on epigenetic variations among individuals and the role of pharmacology and drug development in personalized epigenetics. Most importantly, the text covers personalized epigenetics from a disease-oriented perspective, presenting chapters that provide advances in widespread disorders or diseases, including diabetes, cancer, autoimmune disorders, obesity, cardiovascular diseases, neurological disorders, and pain management. - Discusses the core translatability of epigenetics to health management of individuals who have unique variations in their epigenetic signatures - Details inter-individual variability in the major epigenetic process in humans consisting of DNA methylation, histone modifications, and noncoding RNA, and the consequent diagnostic, prognostic and therapeutic potential of the field - Reviews the impact of the environment on epigenetic variations among individuals and the roles of pharmacology and drug development - Devotes several chapters to the advances made in widespread disorders or diseases, including diabetes, cancer, autoimmune disorders, obesity, cardiovascular diseases, neurological disorders, and pain management
Author: Athena Vakali
Publisher: IGI Global
ISBN: 1599042282
Category : Computers
Languages : en
Pages : 323
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Book Description
"This book provides an understanding of major issues, current practices and the main ideas in the field of Web data management, helping readers to identify current and emerging issues, as well as future trends. The most important aspects are discussed: Web data mining, content management on the Web, Web applications and Web services"--Provided by publisher.
Author: X. Sean Wang
Publisher: Springer
ISBN: 3540477144
Category : Computers
Languages : en
Pages : 409
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Book Description
This book constitutes the refereed proceedings of the Second International Conference on Web-Age Information Management, WAIM 2001, held in Xi'an, China, in July 2001. The 21 revised full papers and 12 short papers presented together with 4 research experience papers were carefully reviewed and selected for inclusion in the proceedings. The papers are organized in topical sections on multimedia databases and high-dimensional indexing, information retrieval and text indexing, data mining, semistructured data management, data warehousing and federated databases, Web information management and e-commerce, spatio-temporal and high-dimensional information management, data mining and constraint management, data integration and filtering, and workflow and adaptive systems.
Author: Davide Frey
Publisher: Springer
ISBN: 3642356680
Category : Computers
Languages : en
Pages : 485
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Book Description
This book constitutes the refereed proceedings of the 14th International Conference on Distributed Computing and Networking, ICDCN 2013, held in Mumbai, India, during January 3-6, 2013. The 27 revised full papers, 5 short papers presented together with 7 poster papers were carefully reviewed and selected from 149 submissions. The papers cover topics such as distributed algorithms and concurrent data structures; integration of heterogeneous wireless and wired networks; distributed operating systems; internetworking protocols and internet applications; distributed database systems; mobile and pervasive computing, context-aware distributed systems; embedded distributed systems; next generation and converged network architectures; experiments and performance evaluation of distributed systems; overlay and peer-to-peer networks and services; fault-tolerance, reliability, and availability; home networking and services; multiprocessor and multi-core architectures and algorithms; resource management and quality of service; self-organization, self-stabilization, and autonomic computing; network security and privacy; high performance computing, grid computing, and cloud computing; energy-efficient networking and smart grids; security, cryptography, and game theory in distributed systems; sensor, PAN and ad-hoc networks; and traffic engineering, pricing, network management.
