• ElemStatLearn

  • Referenced in 618 articles [sw11049]
  • book: ”The Elements of Statistical Learning, Data Mining, Inference, and Prediction” by Trevor Hastie, Robert...
  • SPSS

  • Referenced in 329 articles [sw04269]
  • deployment (IBM SPSS Data Collection), data mining (IBM SPSS Modeler), text analytics, statistical analysis...
  • KEEL

  • Referenced in 77 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 42 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...
  • SPRINT

  • Referenced in 33 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 27 articles [sw00747]
  • allows easy interfacing of alternative data mining and recommendation facilities. PYTHIA-II 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 data-mining 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...
  • ROSETTA

  • Referenced in 15 articles [sw10969]
  • effectively and easily conduct KD and data mining experiments within the framework of rough...
  • 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 graph-represented data, such as the following. How robust ... repeatedly answer questions about changing data sources. To enable this drill-down, ANF employs...
  • RSBR_

  • Referenced in 14 articles [sw02934]
  • Meningitis data mining by cooperatively using GDT-RS and RSBR. This paper describes an application...
  • FactoMineR

  • Referenced in 12 articles [sw04573]
  • FactoMineR: Multivariate Exploratory Data Analysis and Data Mining with R , an R package for exploratory...
  • 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, multi-purposed 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...
  • CP-miner

  • Referenced in 10 articles [sw09179]
  • tool, CP-Miner, that uses data mining techniques to efficiently identify copy-pasted code...
  • PlanMine

  • Referenced in 9 articles [sw01592]
  • mining. This paper presents the PlanMine sequence mining algorithm to extract patterns of events that ... techniques were needed because previous data mining algorithms were overwhelmed by the staggering number...