• ANF

  • Referenced in 14 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...
  • KDD Cup

  • Referenced in 14 articles [sw22251]
  • Third International Knowledge Discovery and Data Mining Tools Competition, which was held in conjunction with ... International Conference on Knowledge Discovery and Data Mining. The competition task was to build ... This database contains a standard set of data to be audited, which includes a wide...
  • RSBR_

  • Referenced in 19 articles [sw02934]
  • Meningitis data mining by cooperatively using GDT-RS and RSBR. This paper describes an application...
  • Minebench

  • Referenced in 9 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...
  • ELKI

  • Referenced in 18 articles [sw30860]
  • ELKI is an open source (AGPLv3) data mining software written in Java. The focus ... achieve high performance and scalability, ELKI offers data index structures such as the R*-tree...
  • RainForest

  • Referenced in 17 articles [sw20993]
  • large datasets is an important data mining problem. Many classification algorithms have been proposed...
  • Rseslib

  • Referenced in 16 articles [sw30225]
  • rough set theory and other data mining methods. The third version was implemented from scratch...
  • See5

  • Referenced in 9 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...
  • IDP3

  • Referenced in 10 articles [sw22941]
  • solving some machine learning and data mining problems with IDP3. This paper provides a gentle ... that arose within machine learning and data mining research. These research areas have recently shown...
  • ADAM

  • Referenced in 7 articles [sw34891]
  • testbed for exploring the use of data mining in intrusion detection. Intrusion detection systems have ... intrusion detection systems based on data mining are making their appearance in the field. This ... experiences with the ADAM (Audit Data Analysis and Mining) system, which ... testbed to study how useful data mining techniques can be in intrusion detection...
  • DAAGxtras

  • Referenced in 12 articles [sw11084]
  • Graphics Using R”, and for a ’Data Mining’ course. Note that a number of datasets...
  • CORON

  • Referenced in 7 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...
  • JUNG

  • Referenced in 11 articles [sw12112]
  • number of algorithms from graph theory, data mining, and social network analysis, such as routines ... tools for the interactive exploration of network data. Users can use one of the layout...
  • Orca

  • Referenced in 33 articles [sw32638]
  • program for mining outliers in large multivariate data sets. An outlier is an example that ... examples in the reminder of the data. An outlier may have values for an attribute ... values that are rarely seen together. Orca mines distance-based outliers. That is, Orca uses...
  • NOEMON

  • Referenced in 11 articles [sw02384]
  • dataset. For large databases, common in data mining, such a selection is necessary, because...
  • CP-miner

  • Referenced in 11 articles [sw09179]
  • tool, CP-Miner, that uses data mining techniques to efficiently identify copy-pasted code...
  • iSAX

  • Referenced in 9 articles [sw37681]
  • Current research in indexing and mining time series data has produced many interesting algorithms ... search as sub-routines in data mining algorithms, allowing for the exact mining of truly...
  • animation

  • Referenced in 10 articles [sw11112]
  • linear models, time series, computational statistics, data mining and machine learning. These functions might...
  • MineLib

  • Referenced in 17 articles [sw07469]
  • extracted but unprocessed material. Although open pit mining problems have appeared in academic literature dating ... commonly available corresponding data sets. We describe some representative open pit mining problems, briefly mention ... directions for use of this newly established mining library. The library serves not only ... standard expressions of and available data for open pit mining problems, but also as encouragement...
  • CART

  • Referenced in 7 articles [sw25289]
  • most important tools in modern data mining. Others have tried to copy CART ... technical users, CART can quickly reveal important data relationships that could remain hidden using other ... foundation to many modern data mining approaches based on bagging and boosting...