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Subjects / keywords: Ordenadores; General

Subjects / keywords: Business; Data processing; Data mining; Electronic books

As with any burgeoning technology that enjoys commercial attention, the use of data mining is surrounded by a great deal of hype. Exaggerated reports tell of secrets that can be uncovered by setting algorithms loose on o...

Our ability to generate and collect data has been increasing rapidly. Not only are all of our business, scientific, and government transactions now computerized, but the widespread use of digital cameras, publication too...

1 Introduction 1.1 What is Data Mining? 1.2 Motivating Challenges 1.3 The Origins of Data Mining 1.4 Data Mining Tasks 1.5 Scope and Organization of the Book 1.6 Bibliographic Notes 1.7 Exercises 2 Data 2.1 Types of Data...

More than twelve years have elapsed since the first public release of WEKA. In that time, the software has been rewritten entirely from scratch, evolved substantially and now accompanies a text on data mining [35]. These...

Subjects / keywords: Computer science; Data mining; Cluster analysis; Association rule learning; Naive Bayes classifier; AdaBoost; Statistical classification; Apriori algorithm; Support vector machine; Algorithm; Machine learning; Data strea...

En este libro se recopilan un conjunto de aplicaciones que ilustran el funcionamiento del análisis de datos grandes (Big Data Analytics), éstas se encuentran en áreas de conocimiento diversas entre las que se incluyen...

Descubra el futuro del análisis de datos en la gestión de recursos humanos con este innovador libro. Se ofrece una ventaja única al combinar la experiencia de autores especializados tanto en People Analytics como en c...

Aprender acerca de la inteligencia artificial (IA) y hacer realidad sus primeros modelos ahora es más fácil que nunca. Introducción al aprendizaje automático con Orange le guiará en este camino a través de una de l...

This work includes materials aimed at training graduates and updating practising professionals in the framework of early intervention. It also integrates new biomedical engineering professionals. It contains information ...

En este libro se introducen los conceptos fundamentales de la minería de datos (data mining) y del aprendizaje automático (machine learning). El lector podrá encontrar una revisión completa de las técnicas avanzadas...

The author addresses, in an original way and with a recognized methodological rigor, the study of the constructive conditions of urban housing that was promoted in the city of Manizales (central western Colombia) in a ti...

Several interdisciplinary studies highlight imperfect information as a possible explanation of skill mismatches, which in turn has implications for unemployment and informality rates. Despite information failures and the...

Las minas de Riotinto fueron en la antigüedad uno de los mayores complejos industriales de producción metálica. De esa producción queda aún hoy el testimonio de sus escoriales, que hasta hace pocos años no han sido...

Mining frequent patterns in transaction databases, time-series databases, and many other kinds of databases has been studied popularly in data mining research. Most of the previous studies adopt an Apriori-like candidate...

Offers an applications-oriented approach to multivariate data analysis, focusing on the use of each technique, rather than its mathematical derivation. The text introduces a six-step framework for organizing and discussi...

Machine learning and data mining techniques have been used in numerous real-world applications. An assumption of traditional machine learning methodologies is the training data and testing data are taken from the same do...

Tremendous amount of RNA sequencing data have been produced by large consortium projects such as TCGA and GTEx, creating new opportunities for data mining and deeper understanding of gene functions. While certain existin...

An important part of our information-gathering behavior has always been to find out what other people think. With the growing availability and popularity of opinion-rich resources such as online review sites and personal...

Subjects / keywords: Data mining; Statistical methods

Subjects / keywords: Data mining; Machine learning; Python (Computer program language)

Subjects / keywords: Data mining

Subjects / keywords: Data mining; Electronic data processing; Python (Computer program language)