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Data structures based on non-linear relations and data processing methods, Kai Fan, Xiang Ji, Xingni Zhou, Yanzhuo Ma, Zhiyuan Ren


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Автор: Kai Fan, Xiang Ji, Xingni Zhou, Yanzhuo Ma, Zhiyuan Ren
Название:  Data structures based on non-linear relations and data processing methods
Издательство: Walter de Gruyter
Классификация:
ISBN: 3110676168
ISBN-13(EAN): 9783110676167
Обложка/Формат: Ebook
Страницы: 371
Дата издания: 08.06.2020
Серия: Computing & IT
Язык: English
Читательская аудитория: General/trade
Рейтинг:
Поставляется из: Германии
Описание:

The systematic description starts with basic theory and applications of different kinds of data structures, including storage structures and models. It also explores on data processing methods such as sorting, index and search technologies. Due to its numerous exercises the book is a helpful reference for graduate students, lecturers.



Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data

Автор: Maosong Sun; Xiaojie Wang; Baobao Chang; Deyi Xion
Название: Chinese Computational Linguistics and Natural Language Processing Based on Naturally Annotated Big Data
ISBN: 3319690043 ISBN-13(EAN): 9783319690049
Издательство: Springer
Рейтинг:
Цена: 26500 T
Наличие на складе: Есть
Описание: This book constitutes the proceedings of the 16th China National Conference on Computational Linguistics, CCL 2017, and the 5th International Symposium on Natural Language Processing Based on Naturally Annotated Big Data, NLP-NABD 2017, held in Nanjing, China, in October 2017. Minority language information processing.

Integer Linear Programming in Computational and Systems Biology: An Entry-Level Text and Course

Автор: Dan Gusfield
Название: Integer Linear Programming in Computational and Systems Biology: An Entry-Level Text and Course
ISBN: 1108421768 ISBN-13(EAN): 9781108421768
Издательство: Cambridge Academ
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Цена: 43550 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Integer linear programming is a versatile modeling and optimization technique with potential to transform biological computation. This hands-on text, designed for students, researchers, and professionals in both biology and computational fields, demonstrates applications in genomics, RNA and protein folding, DNA sequencing, phylogenetics, and more.

Distributed Computing Pearls

Автор: Taubenfeld Gadi
Название: Distributed Computing Pearls
ISBN: 1681733501 ISBN-13(EAN): 9781681733500
Издательство: Eurospan
Рейтинг:
Цена: 67110 T
Наличие на складе: Поставка под заказ.
Описание: Computers and computer networks are one of the most incredible inventions of the 20th century, having an ever-expanding role in our daily lives by enabling complex human activities in areas such as entertainment, education, and commerce. One of the most challenging problems in computer science for the 21st century is to improve the design of distributed systems where computing devices have to work together as a team to achieve common goals.In this book, I have tried to gently introduce the general reader to some of the most fundamental issues and classical results of computer science underlying the design of algorithms for distributed systems, so that the reader can get a feel of the nature of this exciting and fascinating field called distributed computing. The book will appeal to the educated layperson and requires no computer-related background. I strongly suspect that also most computer knowledgeable readers will be able to learn something new.

Blind Equalization in Neural Networks

Автор: Zhang Tsinghua University Press Liyi
Название: Blind Equalization in Neural Networks
ISBN: 3110449625 ISBN-13(EAN): 9783110449624
Издательство: Walter de Gruyter
Цена: 92930 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The book begins with an introduction of blind equalization theory and its application in neural networks, then discusses the algorithms in recurrent networks, fuzzy networks and other frequently-studied neural networks. Each algorithm is accompanied by derivation, modeling and simulation, making the book an essential reference for electrical engineers, computer intelligence researchers and neural scientists.

Fundamentals of Stream Processing

Автор: Andrade
Название: Fundamentals of Stream Processing
ISBN: 1107015545 ISBN-13(EAN): 9781107015548
Издательство: Cambridge Academ
Рейтинг:
Цена: 63350 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: This book teaches fundamentals of the stream processing paradigm that addresses performance, scalability and usability challenges in extracting insights from massive amounts of live, streaming data. It presents core principles behind application design, system infrastructure and analytics, coupled with real-world examples for a comprehensive understanding of the stream processing area.

The Sparse Fourier Transform

Автор: Hassanieh Haitham
Название: The Sparse Fourier Transform
ISBN: 1947487043 ISBN-13(EAN): 9781947487048
Издательство: Eurospan
Рейтинг:
Цена: 71960 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: The Fourier transform is one of the most fundamental tools for computing the frequency representation of signals. It plays a central role in signal processing, communications, audio and video compression, medical imaging, genomics, astronomy, as well as many other areas. Because of its widespread use, fast algorithms for computing the Fourier transform can benefit a large number of applications. The fastest algorithm for computing the Fourier transform is the Fast Fourier Transform (FFT), which runs in near-linear time making it an indispensable tool for many applications. However, today, the runtime of the FFT algorithm is no longer fast enough especially for big data problems where each dataset can be few terabytes. Hence, faster algorithms that run in sublinear time, i.e., do not even sample all the data points, have become necessary.This book addresses the above problem by developing the Sparse Fourier Transform algorithms and building practical systems that use these algorithms to solve key problems in six different applications: wireless networks; mobile systems; computer graphics; medical imaging; biochemistry; and digital circuits.This is a revised version of the thesis that won the 2016 ACM Doctoral Dissertation Award.

Автор: Ji Xiang, Kai Fan, Xingni Zhou, Yanzhuo Ma, zhiyuan Ren
Название: [Set Data Structures and Algorithms Analysis, Vol 1+2]
ISBN: 311068165X ISBN-13(EAN): 9783110681659
Издательство: Walter de Gruyter
Рейтинг:
Цена: 96650 T
Наличие на складе: Поставка под заказ.
Описание:

The systematic description starts with basic theory and applications of different kinds of data structures, including storage structures and models. It also explores on data processing methods such as sorting, index and search technologies. Due to its numerous exercises the book is a helpful reference for graduate students, lecturers.


Compiling Algorithms for Heterogeneous Systems

Автор: Steven Bell, Jing Pu, James Hegarty, Mark Horowitz
Название: Compiling Algorithms for Heterogeneous Systems
ISBN: 1681732637 ISBN-13(EAN): 9781681732633
Издательство: Eurospan
Рейтинг:
Цена: 63070 T
Наличие на складе: Поставка под заказ.
Описание: Most emerging applications in imaging and machine learning must perform immense amounts of computation while holding to strict limits on energy and power. To meet these goals, architects are building increasingly specialized compute engines tailored for these specific tasks. The resulting computer systems are heterogeneous, containing multiple processing cores with wildly different execution models. Unfortunately, the cost of producing this specialized hardware—and the software to control it—is astronomical. Moreover, the task of porting algorithms to these heterogeneous machines typically requires that the algorithm be partitioned across the machine and rewritten for each specific architecture, which is time consuming and prone to error.Over the last several years, the authors have approached this problem using domain-specific languages (DSLs): high-level programming languages customized for specific domains, such as database manipulation, machine learning, or image processing. By giving up generality, these languages are able to provide high-level abstractions to the developer while producing high performance output. The purpose of this book is to spur the adoption and the creation of domain-specific languages, especially for the task of creating hardware designs.In the first chapter, a short historical journey explains the forces driving computer architecture today. Chapter 2 describes the various methods for producing designs for accelerators, outlining the push for more abstraction and the tools that enable designers to work at a higher conceptual level. From there, Chapter 3 provides a brief introduction to image processing algorithms and hardware design patterns for implementing them. Chapters 4 and 5 describe and compare Darkroom and Halide, two domain-specific languages created for image processing that produce high-performance designs for both FPGAs and CPUs from the same source code, enabling rapid design cycles and quick porting of algorithms. The final section describes how the DSL approach also simplifies the problem of interfacing between application code and the accelerator by generating the driver stack in addition to the accelerator configuration.This book should serve as a useful introduction to domain-specialized computing for computer architecture students and as a primer on domain-specific languages and image processing hardware for those with more experience in the field.

Pattern recognition on oriented matroids /

Автор: Matveev, Andrey O.,
Название: Pattern recognition on oriented matroids /
ISBN: 3110530716 ISBN-13(EAN): 9783110530711
Издательство: Walter de Gruyter
Рейтинг:
Цена: 92930 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание:

Pattern Recognition on Oriented Matroids covers a range of innovative problems in combinatorics, poset and graph theories, optimization, and number theory that constitute a far-reaching extension of the arsenal of committee methods in pattern recognition. The groundwork for the modern committee theory was laid in the mid-1960s, when it was shown that the familiar notion of solution to a feasible system of linear inequalities has ingenious analogues which can serve as collective solutions to infeasible systems. A hierarchy of dialects in the language of mathematics, for instance, open cones in the context of linear inequality systems, regions of hyperplane arrangements, and maximal covectors (or topes) of oriented matroids, provides an excellent opportunity to take a fresh look at the infeasible system of homogeneous strict linear inequalities - the standard working model for the contradictory two-class pattern recognition problem in its geometric setting. The universal language of oriented matroid theory considerably simplifies a structural and enumerative analysis of applied aspects of the infeasibility phenomenon.

The present book is devoted to several selected topics in the emerging theory of pattern recognition on oriented matroids: the questions of existence and applicability of matroidal generalizations of committee decision rules and related graph-theoretic constructions to oriented matroids with very weak restrictions on their structural properties; a study (in which, in particular, interesting subsequences of the Farey sequence appear naturally) of the hierarchy of the corresponding tope committees; a description of the three-tope committees that are the most attractive approximation to the notion of solution to an infeasible system of linear constraints; an application of convexity in oriented matroids as well as blocker constructions in combinatorial optimization and in poset theory to enumerative problems on tope committees; an attempt to clarify how elementary changes (one-element reorientations) in an oriented matroid affect the family of its tope committees; a discrete Fourier analysis of the important family of critical tope committees through rank and distance relations in the tope poset and the tope graph; the characterization of a key combinatorial role played by the symmetric cycles in hypercube graphs.

Contents
Oriented Matroids, the Pattern Recognition Problem, and Tope Committees
Boolean Intervals
Dehn-Sommerville Type Relations
Farey Subsequences
Blocking Sets of Set Families, and Absolute Blocking Constructions in Posets
Committees of Set Families, and Relative Blocking Constructions in Posets
Layers of Tope Committees
Three-Tope Committees
Halfspaces, Convex Sets, and Tope Committees
Tope Committees and Reorientations of Oriented Matroids
Topes and Critical Committees
Critical Committees and Distance Signals
Symmetric Cycles in the Hypercube Graphs


A Common-Sense Guide to Data Structures and Algorithms: Level Up Your Core Programming Skills

Автор: Wengrow Jay
Название: A Common-Sense Guide to Data Structures and Algorithms: Level Up Your Core Programming Skills
ISBN: 1680502441 ISBN-13(EAN): 9781680502442
Издательство: Wiley
Рейтинг:
Цена: 29300 T
Наличие на складе: Поставка под заказ.
Описание: If you last saw algorithms in a university course or at a job interview, you`re missing out on what they can do for your code. Learn different sorting and searching techniques, and when to use each.

Kafka: The Definitive Guide: Real-Time Data and Stream Processing at Scale

Автор: Narkhede Neha, Shapira Gwen, Palino Todd
Название: Kafka: The Definitive Guide: Real-Time Data and Stream Processing at Scale
ISBN: 1491936169 ISBN-13(EAN): 9781491936160
Издательство: Wiley
Рейтинг:
Цена: 34840 T
Наличие на складе: Поставка под заказ.
Описание:

Learn how to take full advantage of Apache Kafka, the distributed, publish-subscribe queue for handling real-time data feeds. With this comprehensive book, you ll understand how Kafka works and how it s designed. Authors Neha Narkhede, Gwen Shapira, and Todd Palino show you how to deploy production Kafka clusters; secure, tune, and monitor them; write rock-solid applications that use Kafka; and build scalable stream-processing applications.Learn how Kafka compares to other queues, and where it fits in the big data ecosystemDive into Kafka s internal designPick up best practices for developing applications that use KafkaUnderstand the best way to deploy Kafka in production monitoring, tuning, and maintenance tasksLearn how to secure a Kafka clusterGet detailed use-cases"

Hands-On Data Structures and Algorithms with Python 2 ed

Автор: Agarwal, Dr Basant, Baka, Benjamin
Название: Hands-On Data Structures and Algorithms with Python 2 ed
ISBN: 1788995570 ISBN-13(EAN): 9781788995573
Издательство: Неизвестно
Рейтинг:
Цена: 45970 T
Наличие на складе: Есть у поставщика Поставка под заказ.
Описание: Data structures help us to organize and align the data in a very efficient way. This book will surely help you to learn important and essential data structures through Python implementation for better understanding of the concepts.


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