Concepedia

An intelligent clustering algorithm for high-dimensional multiview data in big data applications

Qian Tao, Chunqin Gu, Zhenyu Wang, Daoning Jiang

Neurocomputing · 2019 · 22 citations · 42 references

Concepts

ComputingComputer ScienceData ScienceBig Data AnalyticsData MiningMachine LearningDimensionality ReductionHigh-dimensional Data VisualizationMachine Learning For Big DataPrincipal Component AnalysisScalable Data MiningVisual Data MiningBig Data ArchitectureClustering For Large-scale DataHigh-dimensional Data ClusteringHigh-dimensional Data MiningK-means ClusteringMulti-view ClusteringMultivariate Clustering

References

42

Normalized cuts and image segmentation

Jianbo Shi, Jitendra Malik · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 15.7K citations

Computing, Computer Science, Computer Vision +12

A new optimizer using particle swarm theory

R.C. Eberhart, James Kennedy · 2002 · 14.9K citations

Computing, Computer Science, Artificial Intelligence +12

Clustering by Passing Messages Between Data Points

Brendan J. Frey, Delbert Dueck · Science · 2007 · 6.9K citations

Computing, Computer Science, Data Science +14

A Survey of Clustering Algorithms for Big Data: Taxonomy and Empirical Analysis

Adil Fahad, Najlaa Alshatri, Zahir Tari et al. · IEEE Transactions on Emerging Topics in Computing · 2014 · 1K citations · Full text

Computing, Computer Science, Big Data Analytics +12

Automated variable weighting in k-means type clustering

Jian Huang, Michael K. Ng, Hongqiang Rong et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2005 · 809 citations

Computing, Computer Science, Data Science +10