Concepedia

Data-intensive applications, challenges, techniques and technologies: A survey on Big Data

C. L. Philip Chen, Chun‐yang Zhang

Information Sciences · 2014 · 3K citations · 155 references

Concepts

ComputingData ScienceInformation TechnologyBig Data AnalyticsData AnalyticsData MiningData IntegrationData WarehousingDistributed Data ProcessingMachine Learning For Big DataQuery ProcessingScalable Data MiningBig Data Analytics ArchitectureBig Data ArchitectureData-intensive ComputingDeep Learning For Big DataMapreduce

References

155

Data mining: concepts and techniques

Jiawei Han, Micheline Kamber · Choice Reviews Online · 2012 · 28.9K citations

Computing, Computer Science, Data Analytics +9

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton, Ruslan Salakhutdinov · Science · 2006 · 21K citations

Computing, Computer Science, Artificial Intelligence +14

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

Computing, Computer Science, Computer Systems +17

A Fast Learning Algorithm for Deep Belief Nets

Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh · Neural Computation · 2006 · 16.4K citations

Computing, Computer Science, Artificial Intelligence +16

Least squares quantization in PCM

Sheelagh Lloyd · IEEE Transactions on Information Theory · 1982 · 15.6K citations · Full text

Natural Sciences, Electrical Engineering, Physics +13