Concepedia

MRQAR: A generic MapReduce framework to discover quantitative association rules in big data problems

Daniel Delmás Martín, M. Martínez-Ballesteros, Diego García‐Gil, Jesús Alcalá‐Fdez, Francisco Herrera, José C. Riquelme

Knowledge-Based Systems · 2018 · 39 citations · 51 references

Open access

Concepts

ComputingComputer ScienceData ScienceBig Data AnalyticsData MiningMachine LearningData ParallelismData PreprocessingData WarehousingDistributed Data ProcessingFrequent Pattern MiningScalable Data MiningAssociation Rule LearningAssociation Rule MiningDistributed Data MiningMapreduceMapreduce AlgorithmsMapreduce-based MiningQuantitative Association Rule Mining

References

51

MapReduce

Sanjay Ghemawat · Communications of the ACM · 2008 · 18.5K citations · Full text

Computing, Computer Science, Computer Systems +17

Mining association rules between sets of items in large databases

Rakesh Agrawal, Tomasz Imieliński, Arun Swami · 1993 · 14.8K citations · Full text

Computing, Computer Science, Retail Management +13

Fast Algorithms for Mining Association Rules in Large Databases

Rakesh Agrawal, Ramakrishnan Srikant · Very Large Data Bases · 1994 · 9.4K citations

Computing, Computer Science, Data Analytics +8

Multiobjective evolutionary algorithms: a comparative case study and the strength Pareto approach

Eckart Zitzler, Lothar Thiele · IEEE Transactions on Evolutionary Computation · 1999 · 8.6K citations

Natural Sciences, Mathematics, Diversification Strategy +16

Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing

Matei Zaharia, Mosharaf Chowdhury, Tathagata Das et al. · 2012 · 3.6K citations

Computing, Computer Science, Computer Systems +15