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Data Structures Near Neighbor Searches And Methodology
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Book Synopsis Data Structures, Near Neighbor Searches, and Methodology: Fifth and Sixth DIMACS Implementation Challenges by : Michael H. Goldwasser
Download or read book Data Structures, Near Neighbor Searches, and Methodology: Fifth and Sixth DIMACS Implementation Challenges written by Michael H. Goldwasser and published by American Mathematical Soc.. This book was released on 2002 with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: The 11 papers are from two workshops: one in 1995-95 on dictionaries and priority queues, and the other in 1998-99 on near neighbor searches, the fifth and sixth DIMACS Algorithm Implementation Challenges initiated in 1991. They address those challenges with considerations of a practical perfect hashing algorithm, locally lifting the curse of dimensionality for a nearest neighbor search, and other topics. They also discuss methodology for the experimental analysis of algorithms. They are not indexed. Annotation copyrighted by Book News, Inc., Portland, OR.
Book Synopsis Data Structures, Near Neighbor Searches, and Methodology by : Michael H. Goldwasser
Download or read book Data Structures, Near Neighbor Searches, and Methodology written by Michael H. Goldwasser and published by American Mathematical Soc.. This book was released on with total page 272 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents reviewed and revised papers from the fifth and sixth DIMACS Implementation Challenge workshops. These workshops, held approximately annually, aim at encouraging high-quality work in experimental analysis of data structures and algorithms. The papers published in this volume are the results of year-long coordinated research projects and contain new findings and insights. Three papers address the performance evaluation of implementations for two fundamental data structures, dictionaries and priority queues as used in the context of real applications. Another four papers consider the still evolving topic of methodologies for experimental algorithmics. Five papers are concerned with implementations of algorithms for nearest neighbor search in high dimensional spaces, an area with applications in information retrieval and data mining on collections of Web documents, DNA sequences, images and various other data types.
Book Synopsis Handbook of Data Structures and Applications by : Dinesh P. Mehta
Download or read book Handbook of Data Structures and Applications written by Dinesh P. Mehta and published by Taylor & Francis. This book was released on 2018-02-21 with total page 1928 pages. Available in PDF, EPUB and Kindle. Book excerpt: The Handbook of Data Structures and Applications was first published over a decade ago. This second edition aims to update the first by focusing on areas of research in data structures that have seen significant progress. While the discipline of data structures has not matured as rapidly as other areas of computer science, the book aims to update those areas that have seen advances. Retaining the seven-part structure of the first edition, the handbook begins with a review of introductory material, followed by a discussion of well-known classes of data structures, Priority Queues, Dictionary Structures, and Multidimensional structures. The editors next analyze miscellaneous data structures, which are well-known structures that elude easy classification. The book then addresses mechanisms and tools that were developed to facilitate the use of data structures in real programs. It concludes with an examination of the applications of data structures. Four new chapters have been added on Bloom Filters, Binary Decision Diagrams, Data Structures for Cheminformatics, and Data Structures for Big Data Stores, and updates have been made to other chapters that appeared in the first edition. The Handbook is invaluable for suggesting new ideas for research in data structures, and for revealing application contexts in which they can be deployed. Practitioners devising algorithms will gain insight into organizing data, allowing them to solve algorithmic problems more efficiently.
Book Synopsis Proceedings of the Fourth Annual ACM-SIAM Symposium on Discrete Algorithms by :
Download or read book Proceedings of the Fourth Annual ACM-SIAM Symposium on Discrete Algorithms written by and published by SIAM. This book was released on 1993-01-01 with total page 532 pages. Available in PDF, EPUB and Kindle. Book excerpt: Annotation Proceedings of a conference that took place in Austin, Texas in January 1993. Contributors are impressive names from the field of computer science, including Donald Knuth, author of several computer books of "biblical" importance. The diverse selection of paper topics includes dynamic point location, ray shooting, and the shortest paths in planar maps; optimistic sorting and information theoretic complexity; and an optimal randomized algorithm for the cow-path problem. No index. Annotation copyright by Book News, Inc., Portland, OR.
Book Synopsis Probabilistic Data Structures for Blockchain-Based Internet of Things Applications by : Neeraj Kumar
Download or read book Probabilistic Data Structures for Blockchain-Based Internet of Things Applications written by Neeraj Kumar and published by CRC Press. This book was released on 2021-01-27 with total page 323 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book covers theory and practical knowledge of Probabilistic data structures (PDS) and Blockchain (BC) concepts. It introduces the applicability of PDS in BC to technology practitioners and explains each PDS through code snippets and illustrative examples. Further, it provides references for the applications of PDS to BC along with implementation codes in python language for various PDS so that the readers can gain confidence using hands on experience. Organized into five sections, the book covers IoT technology, fundamental concepts of BC, PDS and algorithms used to estimate membership query, cardinality, similarity and frequency, usage of PDS in BC based IoT and so forth.
Book Synopsis Algorithms and Data Structures by : Frank Dehne
Download or read book Algorithms and Data Structures written by Frank Dehne and published by Springer Science & Business Media. This book was released on 1997-07-23 with total page 492 pages. Available in PDF, EPUB and Kindle. Book excerpt: The book is an introduction to the theory of cubic metaplectic forms on the 3-dimensional hyperbolic space and the author's research on cubic metaplectic forms on special linear and symplectic groups of rank 2. The topics include: Kubota and Bass-Milnor-Serre homomorphisms, cubic metaplectic Eisenstein series, cubic theta functions, Whittaker functions. A special method is developed and applied to find Fourier coefficients of the Eisenstein series and cubic theta functions. The book is intended for readers, with beginning graduate-level background, interested in further research in the theory of metaplectic forms and in possible applications.
Book Synopsis The Design of Dynamic Data Structures by : Mark H. Overmars
Download or read book The Design of Dynamic Data Structures written by Mark H. Overmars and published by Springer Science & Business Media. This book was released on 1983 with total page 194 pages. Available in PDF, EPUB and Kindle. Book excerpt: In numerous computer applications there is a need of storing large sets of objects in such a way that some questions about those objects can be answered efficiently. Data structures that store such sets of objects can be either static (built for a fixed set of objects) or dynamic (insertions of new objects and deletions of existing objects can be performed). Especially for more complex searching problems as they arise in such fields as computational geometry, database design and computer graphics, only static data structures are available. This book aims at remedying this lack of flexibility by providing a number of general techniques for turning static data structures for searching problems into dynamic structures. Although the approach is basically theoretical, the techniques offered are often practically applicable. The book is written in such a way that it is readable for those who have some elementary knowledge of data structures and algorithms. Although this monograph was first published in 1983, it is still unique as a general treatment of methods for constructing dynamic data structures.
Author :Apostolos N. Papadopoulos Publisher :Springer Science & Business Media ISBN 13 :0387275444 Total Pages :179 pages Book Rating :4.3/5 (872 download)
Book Synopsis Nearest Neighbor Search: by : Apostolos N. Papadopoulos
Download or read book Nearest Neighbor Search: written by Apostolos N. Papadopoulos and published by Springer Science & Business Media. This book was released on 2006-11-22 with total page 179 pages. Available in PDF, EPUB and Kindle. Book excerpt: Modern applications are both data and computationally intensive and require the storage and manipulation of voluminous traditional (alphanumeric) and nontraditional data sets (images, text, geometric objects, time-series). Examples of such emerging application domains are: Geographical Information Systems (GIS), Multimedia Information Systems, CAD/CAM, Time-Series Analysis, Medical Information Sstems, On-Line Analytical Processing (OLAP), and Data Mining. These applications pose diverse requirements with respect to the information and the operations that need to be supported. From the database perspective, new techniques and tools therefore need to be developed towards increased processing efficiency. This monograph explores the way spatial database management systems aim at supporting queries that involve the space characteristics of the underlying data, and discusses query processing techniques for nearest neighbor queries. It provides both basic concepts and state-of-the-art results in spatial databases and parallel processing research, and studies numerous applications of nearest neighbor queries.
Download or read book Mathematical Reviews written by and published by . This book was released on 2005-06 with total page 1108 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis A Statistical Approach to Algorithmic Analysis of High-dimensional Nearest-neighbor Search by : Alexander Gray
Download or read book A Statistical Approach to Algorithmic Analysis of High-dimensional Nearest-neighbor Search written by Alexander Gray and published by . This book was released on 2004 with total page 15 pages. Available in PDF, EPUB and Kindle. Book excerpt: Abstract: "The most commonly used algorithms for spatial data searches such as k-nearest-neighbor and spherical range queries are based on a class of data structures we call space-partitioning trees, which have remained the pragmatic method of choice due to their ability to often empirically provide sub-linear efficiency in reported dimensionalities in the tens and occasionally beyond, in contrast to methods designed for worst-case optimality. Despite long-standing practical interest in a more realistic runtime analysis of such methods, particularly in the high-dimensional case demanded by many modern applications, little further progress has been made since the seminal expected-time analysis of 1977. One fundamental reason for this is that algorithm analysis has not, to date, provided examples of analyses which link algorithmic runtime to probabilistic properties of the input distribution. This paper introduces some basic statistical machinery for making this link, and thereby presents initial steps toward providing a statistically principled framework for distribution-dependent runtime analysis of space-partitioning-based algorithms, with an emphasis on providing explanations for their observed behavior in high-dimensional spaces."
Book Synopsis SIAM Journal on Computing by : Society for Industrial and Applied Mathematics
Download or read book SIAM Journal on Computing written by Society for Industrial and Applied Mathematics and published by . This book was released on 2002 with total page 878 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Personnel Planning and Scheduling by : Sanja Petrovic
Download or read book Personnel Planning and Scheduling written by Sanja Petrovic and published by . This book was released on 2007 with total page 484 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Similarity Search written by Pavel Zezula and published by Springer Science & Business Media. This book was released on 2006-06-07 with total page 227 pages. Available in PDF, EPUB and Kindle. Book excerpt: The area of similarity searching is a very hot topic for both research and c- mercial applications. Current data processing applications use data with c- siderably less structure and much less precise queries than traditional database systems. Examples are multimedia data like images or videos that offer query by example search, product catalogs that provide users with preference based search, scientific data records from observations or experimental analyses such as biochemical and medical data, or XML documents that come from hetero- neous data sources on the Web or in intranets and thus does not exhibit a global schema. Such data can neither be ordered in a canonical manner nor meani- fully searched by precise database queries that would return exact matches. This novel situation is what has given rise to similarity searching, also - ferred to as content based or similarity retrieval. The most general approach to similarity search, still allowing construction of index structures, is modeled in metric space. In this book. Prof. Zezula and his co authors provide the first monograph on this topic, describing its theoretical background as well as the practical search tools of this innovative technology.
Book Synopsis SIAM Journal on Scientific Computing by :
Download or read book SIAM Journal on Scientific Computing written by and published by . This book was released on 2008 with total page 920 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Download or read book Algorithms and Data Structures written by and published by . This book was released on 1997 with total page 500 pages. Available in PDF, EPUB and Kindle. Book excerpt:
Book Synopsis Advanced Data Structures by : Suman Saha
Download or read book Advanced Data Structures written by Suman Saha and published by CRC Press. This book was released on 2019-06-28 with total page 314 pages. Available in PDF, EPUB and Kindle. Book excerpt: Advanced data structures is a core course in Computer Science which most graduate program in Computer Science, Computer Science and Engineering, and other allied engineering disciplines, offer during the first year or first semester of the curriculum. The objective of this course is to enable students to have the much-needed foundation for advanced technical skill, leading to better problem-solving in their respective disciplines. Although the course is running in almost all the technical universities for decades, major changes in the syllabus have been observed due to the recent paradigm shift of computation which is more focused on huge data and internet-based technologies. Majority of the institute has been redefined their course content of advanced data structure to fit the current need and course material heavily relies on research papers because of nonavailability of the redefined text book advanced data structure. To the best of our knowledge well-known textbook on advanced data structure provides only partial coverage of the syllabus. The book offers comprehensive coverage of the most essential topics, including: Part I details advancements on basic data structures, viz., cuckoo hashing, skip list, tango tree and Fibonacci heaps and index files. Part II details data structures of different evolving data domains like special data structures, temporal data structures, external memory data structures, distributed and streaming data structures. Part III elucidates the applications of these data structures on different areas of computer science viz, network, www, DBMS, cryptography, graphics to name a few. The concepts and techniques behind each data structure and their applications have been explained. Every chapter includes a variety of Illustrative Problems pertaining to the data structure(s) detailed, a summary of the technical content of the chapter and a list of Review Questions, to reinforce the comprehension of the concepts. The book could be used both as an introductory or an advanced-level textbook for the advanced undergraduate, graduate and research programmes which offer advanced data structures as a core or an elective course. While the book is primarily meant to serve as a course material for use in the classroom, it could be used as a starting point for the beginner researcher of a specific domain.
Author :IEEE Electron Devices Society Publisher :Institute of Electrical & Electronics Engineers(IEEE) ISBN 13 :9780780359710 Total Pages :552 pages Book Rating :4.3/5 (597 download)
Book Synopsis 2000 IEEE Intelligent Transportation Systems Conference Proceedings by : IEEE Electron Devices Society
Download or read book 2000 IEEE Intelligent Transportation Systems Conference Proceedings written by IEEE Electron Devices Society and published by Institute of Electrical & Electronics Engineers(IEEE). This book was released on 2000 with total page 552 pages. Available in PDF, EPUB and Kindle. Book excerpt: This text on intelligent transportation systems covers topics such as sensors, communications, simulation, man-machine interfaces, control, decision systems, information systems, computers, reliability and quality assurance, and navigation and guidance systems.
