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A proposal to use data mining techniques to analyze e-mails corresponding to courses carried out through a distance education plat- form is made. The purpose of this type of analyses is determining which are the groups o...

En este trabajo desarrollamos un método automático para el reconocimiento de especies de hongos microscópicos, que denominamos eigenfungi. Está basado en la metodología para reconocimiento de rostros denominada eige...

This study investigates an approach of knowledge discovery and data mining in insufficient databases. An application of Computational Taxonomy analysis demonstrates that the approach is effective in such a data mining pr...

Este artículo describe una aplicación de un Sistema Estadístico y Data Mining, en el marco del proyecto de investigación MERAIS (Métodos de Razonamiento Aproximado para la Investigación Socioeconómica) desarrollad...

Este artigo descreve um estudo de modelagem do aprendizado de grupos de alunos em ambientes colaborativos utilizando técnicas de Data Mining. Um agente inteligente é proposto para extrair padrões a partir de uma base ...

Numerical Taxonomy aims to group in families, using so-called structure analysis of operational taxonomic units (OTUs or taxons or taxa). Clusters that constitute families with a new criterion, is the purpose of this se...

Numerical Taxonomy aims to group in clusters, using so-called structure analysis of operational taxonomic units (OTUs or taxons or taxa) through numerical methods. Clusters that consitute families was the purpose of this...

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...

Los estudios de diversidad microbiológica basados en información genética involucran procesos computacionales fundados en la minería de datos y en la estimación estadística. Con el objetivo de obtener la riqueza de...

Subjects / keywords: Ingeniería; Data mining; Segmentación; Clustering

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...

In the information age, knowledge leads to profits, power and success. As an ancestor of data mining, machine learning has concerned itself with discovery of new knowledge on its own. This paper presents experiment resul...

Data mining (DM) is an amazing innovation with incredible potential to help organizations centre on the main data in the information they have gathered about the conduct of their clients and expected clients. It finds da...

This research paper includes the design and implementation of a system for mining student and patient data at the College of Dentistry at the University of Mosul using the Microsoft SQL Server database management system ...

ObjectiveCurrently, the insufficient full-element digitization and the prevalence of “data silos” in fully mechanized mining faces (FMMF) result in poor cutting precision and operational instability of shearers under...

Abstract The integration of large-scale distributed power sources complicates grid topology and intensifies spatiotemporal coupling in power data. This complicates the analysis of intrinsic correlations and makes predict...

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...