• Rare-PEARs

  • Referenced in 2 articles [sw38285]
  • evolutionary algorithm to mine rare and non-redundant quantitative association rules. Since finding quantitative association ... method decomposes the process of association rule mining into N − 1 sub-problems ... corresponding sub-problem to find rules with semi-optimal intervals for each of the attributes ... objective and classical algorithms of association rule mining) over several real-world datasets. The results...
  • FRAPP

  • Referenced in 3 articles [sw08861]
  • with regard to association and classification rule mining on a variety of real datasets...
  • CAR-Miner

  • Referenced in 2 articles [sw36167]
  • Miner: An efficient algorithm for mining class-association rules. Building a high accuracy classifier ... consumes more time because it mines a complete rule set. Therefore, improving the execution time ... propose a new method for mining class-association rule. Firstly, we design a tree structure ... MECR-tree data structure for mining class-association rules. Some theorems for fast joining itemsets...
  • Perracotta

  • Referenced in 7 articles [sw12087]
  • Perracotta: Mining temporal api rules from imperfect traces. Dynamic inference techniques have been demonstrated...
  • ARMiner

  • Referenced in 2 articles [sw00047]
  • ARMiner, a data mining tool based on association rules, is introduced. Beginning with the system ... including data transfer, concept hierarchy generalization, mining rules with negative items and the re-development...
  • FlexibleQL

  • Referenced in 1 article [sw02014]
  • languages have been designed just to mine association rules and mining other patterns of data ... support of decision trees and decision rule mining don’t seem to be the goal ... ability in post processing of the mined rules for later...
  • G3PARM

  • Referenced in 2 articles [sw38288]
  • Grammar Guided Genetic Programming algorithm for mining association rules. This paper presents the G3PARM algorithm ... mining representative association rules. G3PARM is an evolutionary algorithm that uses G3P (Grammar Guided Genetic...
  • NICGAR

  • Referenced in 1 article [sw38289]
  • Genetic Algorithm to mine a diverse set of interesting quantitative association rules ... Evolutionary algorithms are normally applied to mine association rules on quantitative data but most ... quality and diversity of the mined rules making use of two thresholds. Finally ... multi-objective evolutionary approaches for mining association rules...
  • LFOIL

  • Referenced in 7 articles [sw02759]
  • compact linguistic rules while maintaining comparable accuracy to other well-known data mining algorithms...
  • arulesNBMiner

  • Referenced in 4 articles [sw07325]
  • arulesNBMiner: Mining NB-Frequent Itemsets and NB-Precise Rules NBMiner is an implementation ... mining associations from transaction data. Data Mining and Knowledge Discovery, 13(2):137-166, September ... addition an extension for NB-precise rules is implemented...
  • PR-Miner

  • Referenced in 4 articles [sw09180]
  • rule templates.This paper proposes a general method called PR-Miner that uses a data mining ... technique called frequent itemset mining to efficiently extract implicit programming rules from large software code ... Benefiting from frequent itemset mining, PR-Miner can extract programming rules in general forms (without...
  • Rseslib

  • Referenced in 16 articles [sw30225]
  • decision rules and for other concepts of rough set theory and other data mining methods...
  • RM-Tool

  • Referenced in 1 article [sw06792]
  • rules Nowadays, there are a great number of both specific and general data mining ... tools available to carry out association rule mining. However, it is necessary to use several ... obtain only the most interesting and useful rules for a given problem and dataset ... evaluation of association rules. Using this tool, any data mining user can easily discover, filter...
  • VICKEY

  • Referenced in 1 article [sw31668]
  • from key mining with techniques from rule mining. VICKEY can scale to knowledge bases...
  • SVMT

  • Referenced in 1 article [sw02643]
  • SVMT-rule: association rule mining over SVM classification trees...
  • ADaM

  • Referenced in 1 article [sw10693]
  • provides classification, clustering and association rule mining methods that are common to many data mining...
  • Canopy

  • Referenced in 1 article [sw40794]
  • Canopy_K-means and Weighted Association Rules Mining (WARM) is proposed in this paper. Firstly ... WARM are used to discover rules between disease and consumable among a cluster...
  • rCBA

  • Referenced in 1 article [sw35205]
  • Integrating Classification and Association Rule Mining. Proceedings KDD-98, New York, 27-31 August. AAAI...
  • GAssist

  • Referenced in 7 articles [sw08533]
  • variable-length rule set. This system incorporates several mechanisms to tackle data mining problems ... Adaptive Discretization Intervals (ADI), an explicit default rule mechanism and a fitness function based...
  • CORON

  • Referenced in 7 articles [sw13526]
  • data mining toolkit designed specifically for itemset extraction and association rule generation like Coron does...