Introducing the fundamental concepts and algorithms of data mining Introduction to Data Mining, 2nd Edition , gives a comprehensive overview of the background and general themes of data mining and is designed to be useful to students, instructors, researchers, and professionals. Presented in a clear and accessible way, the book outlines fundamental concepts and algorithms for each topic, thus providing the reader with the necessary background for the application of data mining to real problems. The text helps readers understand the nuances of the subject, and includes important sections on classification, association analysis, and cluster analysis. This edition improves on the first iteration of the book, published over a decade ago, by addressing the significant changes in the industry as a result of advanced technology and data growth.

Introduction to Data Mining (2nd Edition) (What's New in Computer Science)

Computers & Technology

Kumar, Vipin

Tan, Pang-Ning

Steinbach, Michael

Databases & Big Data

Pearson

Introducation to Parallel Computing is a complete end-to-end source of information on almost all aspects of parallel computing from introduction to architectures to programming paradigms to algorithms to programming standards. It is the only book to have complete coverage of traditional Computer Science algorithms (sorting, graph and matrix algorithms), scientific computing algorithms (FFT, sparse matrix computations, N-body methods), and data intensive algorithms (search, dynamic programming, data-mining).

Introduction to Parallel Computing

Grama, Ananth

Karypis, George

Gupta, Anshul

Computer Science

Addison-Wesley

Introduction to Data Mining presents fundamental concepts and algorithms for those learning data mining for the first time. Each major topic is organized into two chapters, beginning with basic concepts that provide necessary background for understanding each data mining technique, followed by more advanced concepts and algorithms.

Introduction to Data Mining

Networking & Cloud Computing

Introduction To Data Mining

Pearson/Education

Take advantage of the power of parallel computers with this comprehensive introduction to methods for the design, implementation, and analysis of parallel algorithms. You'll examine many important core topics, including sorting and graph algorithms, discrete optimization techniques, and scientific computing applications, as you consider parallel algorithms for realistic machine models. Features: presents parallel algorithms as a small set of basic data communication operations in order to simplify their design and increase understanding; emphasizes practical issues of performance, efficiency, and scalability; provides a self-contained discussion of the basic concepts of parallel computer architectures; covers algorithms for scientific computation, such as dense and sparse matrix computations, linear system solving, finite elements, and FFT; discusses algorithms for combinatorial optimization, including branch-and-bound, heuristic search, and dynamic programming; incorporates illustrative examples of parallel programs for commercially available computers; and contains extensive figures and examples that illustrate the workings of algorithms on different architectures.

Introduction to Parallel Computing: Design and Analysis of Parallel Algorithms

Karpis, George

Programming

Benjamin/Cummings Pub. Co.

Cultural Reflections: Unveiling Abhigyan Shakuntalam, Keats, and Titas: Navigating Translation Dynamics, Pure Poetry, and Subaltern Perspectives in Literature

Reference

Akilan, T.

Maduri, Praveen Kumar

Words, Language & Grammar

Scholars' Press

Fondamenti e concetti di ingegneria del software (Italian Edition)

Software

Edizioni Sapienza

Kulturelle Reflexionen: Entschleierung von Abhigyan Shakuntalam, Keats und Titas: Übersetzungsdynamik, reine Poesie und subalterne Sichtweisen in der Literatur (German Edition)

Verlag Unser Wissen

Reflexiones culturales: Desvelando a Abhigyan Shakuntalam, Keats y Titas: Dinámicas de traducción, poesía pura y perspectivas subalternas en la literatura (Spanish Edition)

Ediciones Nuestro Conocimiento

Réflexions culturelles : Découvrir Abhigyan Shakuntalam, Keats et Titas: Naviguer dans la dynamique de la traduction, la poésie pure et les perspectives subalternes en littérature (French Edition)

Editions Notre Savoir

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