
ElemStatLearn
 Referenced in 634 articles
[sw11049]
 book: ”The Elements of Statistical Learning, Data Mining, Inference, and Prediction” by Trevor Hastie, Robert...

SPSS
 Referenced in 335 articles
[sw04269]
 deployment (IBM SPSS Data Collection), data mining (IBM SPSS Modeler), text analytics, statistical analysis...

KEEL
 Referenced in 78 articles
[sw06791]
 tool to assess evolutionary algorithms for data mining problems. This paper introduces a software tool ... tool to assess evolutionary algorithms for Data Mining problems of various kinds including as regression...

SLIQ
 Referenced in 44 articles
[sw11759]
 SLIQ: A fast scalable classifier for data mining. Classification is an important problem ... emerging field of data mining. Although classification has been studied extensively in the past, most ... data, thus limiting their suitability for data mining large data sets. This paper discusses issues ... making it an attractive tool for data mining...

PrefixSpan
 Referenced in 64 articles
[sw20761]
 Sequential pattern mining is an important data mining problem with broad applications. It is challenging...

SPRINT
 Referenced in 34 articles
[sw11760]
 SPRINT: a scalable parallel classifier for data mining. Classification is an important data mining problem ... memory. This limits their suitability for mining over large databases. We present a new decision ... proposed algorithm an ideal tool for data mining...

PYTHIA
 Referenced in 28 articles
[sw00747]
 allows easy interfacing of alternative data mining and recommendation facilities. PYTHIAII is an open...

Summary SQL
 Referenced in 18 articles
[sw12423]
 Summary SQL — A fuzzy tool for data mining. The increasing use of computers for transactions ... used for knowledge discovery and data mining. We show how it can be used...

STATISTICA
 Referenced in 17 articles
[sw00913]
 analysis, data management, data visualization, and data mining solutions. Techniques include the widest selection...

BioProspector
 Referenced in 17 articles
[sw09375]
 gives rise to the demand for datamining tools. BioProspector, a C program using ... promoters, and motifs from yeast expression data...

Minebench
 Referenced in 8 articles
[sw09611]
 MineBench: A Benchmark Suite for Data Mining Workloads. Data mining constitutes an important class ... data sets, which require increasingly complex data mining algorithms to sift through them to generate ... sizeable performance gap between data mining systems and algorithms. The first step in closing this ... computer architectures can be optimized for data mining applications. In this paper, we present MineBench...

RainForest
 Referenced in 15 articles
[sw20993]
 large datasets is an important data mining problem. Many classification algorithms have been proposed...

ROSETTA
 Referenced in 15 articles
[sw10969]
 effectively and easily conduct KD and data mining experiments within the framework of rough...

FactoMineR
 Referenced in 14 articles
[sw04573]
 FactoMineR: Multivariate Exploratory Data Analysis and Data Mining with R , an R package for exploratory...

ANF
 Referenced in 10 articles
[sw12276]
 fast and scalable tool for data mining in massive graphs. Graphs are an increasingly important ... graph. This work presents a data mining tool, called ANF, that can quickly answer ... number of interesting questions on graphrepresented data, such as the following. How robust ... repeatedly answer questions about changing data sources. To enable this drilldown, ANF employs...

RSBR_
 Referenced in 14 articles
[sw02934]
 Meningitis data mining by cooperatively using GDTRS and RSBR. This paper describes an application...

See5
 Referenced in 7 articles
[sw12178]
 Data Mining Tools See5 and C5.0: Data mining is all about extracting patterns from ... Unix counterpart C5.0 are sophisticated data mining tools for discovering patterns that delineate categories, assembling...

DAAGxtras
 Referenced in 11 articles
[sw11084]
 Graphics Using R”, and for a ’Data Mining’ course. Note that a number of datasets...

CORON
 Referenced in 6 articles
[sw13526]
 domain and platform independent, multipurposed data mining toolkit, which incorporates not only a rich ... collection of data mining algorithms, but also allows a number of auxiliary operations ... best of our knowledge, a data mining toolkit designed specifically for itemset extraction and association ... also provides support for preparing and filtering data, and for interpreting the extracted units...

NOEMON
 Referenced in 10 articles
[sw02384]
 dataset. For large databases, common in data mining, such a selection is necessary, because...