Data discretization: taxonomy and big data challenge

Multivariate Discretization Based on Evolutionary Cut Points Selection for Classification

(2016) Sergio Ramirez-Gallego et al.   IEEE Transactions on Cybernetics

A novel approach for discretization of continuous attributes in rough set theory

(2015) Feng Jiang et al.   KNOWLEDGE-BASED SYSTEMS

Unsupervised interaction-preserving discretization of multivariate data

(2014) Hoang-Vu Nguyen et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Classification-driven temporal discretization of multivariate time series

(2014) Robert Moskovitch et al.   DATA MINING AND KNOWLEDGE DISCOVERY

On the use of MapReduce for imbalanced big data using Random Forest

(2014) Sara del Río et al.   INFORMATION SCIENCES

An effective discretization method for disposing high-dimensional data

(2014) Yu Sang et al.   INFORMATION SCIENCES

Scalable CAIM discretization on multiple GPUs using concurrent kernels

(2014) Alberto Cano et al.   JOURNAL OF SUPERCOMPUTING

A new approach for discretizing continuous attributes in learning systems

(2014) Deqin Yan et al.   NEUROCOMPUTING

Big Data with Cloud Computing: an insight on the computing environment, MapReduce, and programming frameworks

(2014) Alberto Fernández et al.   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Data mining with big data

(2013) Xindong Wu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

A DISCRETIZATION METHOD BASED ON MAXIMIZING THE AREA UNDER RECEIVER OPERATING CHARACTERISTIC CURVE

(2013) MURAT KURTCEPHE et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

Incremental filter and wrapper approaches for feature discretization

(2013) Artur J. Ferreira et al.   NEUROCOMPUTING

A Survey of Discretization Techniques: Taxonomy and Empirical Analysis in Supervised Learning

(2012) Salvador Garcia et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

LIBSVM

(2012) Chih-Chung Chang et al.   ACM Transactions on Intelligent Systems and Technology

A new discretization algorithm based on range coefficient of dispersion and skewness for neural networks classifier

(2011) M. Gethsiyal Augasta et al.   APPLIED SOFT COMPUTING

EDISC: A Class-Tailored Discretization Technique for Rule-Based Classification

(2011) Khurram Shehzad   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

An unsupervised approach to feature discretization and selection

(2011) Artur J. Ferreira et al.   PATTERN RECOGNITION

An effective discretization based on Class-Attribute Coherence Maximization

(2011) Min Li et al.   PATTERN RECOGNITION LETTERS

Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset

(2010) V. Bolón-Canedo et al.   EXPERT SYSTEMS WITH APPLICATIONS

A Dynamic Discretization Approach for Constructing Decision Trees with a Continuous Label

(2009) Hsiao-Wei Hu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Ameva: An autonomous discretization algorithm

(2008) L. Gonzalez-Abril et al.   EXPERT SYSTEMS WITH APPLICATIONS

IDD: A Supervised Interval Distance-Based Method for Discretization

(2008) F.J. Ruiz et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Data discretization unification

(2008) Ruoming Jin et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Discretization for naive-Bayes learning: managing discretization bias and variance

(2008) Ying Yang et al.   MACHINE LEARNING

KEEL: a software tool to assess evolutionary algorithms for data mining problems

(2008) J. Alcalá-Fdez et al.   SOFT COMPUTING

A discretization algorithm based on Class-Attribute Contingency Coefficient

(2007) Cheng-Jung Tsai et al.   INFORMATION SCIENCES