Concepedia

Very large-scale data classification based on K-means clustering and multi-kernel SVM

Tinglong Tang, Shengyong Chen, Meng Zhao, Wei Huang, Jake Luo

Soft Computing · 2018 · 53 citations · 27 references

Concepts

ComputingComputer ScienceData ScienceData MiningFeature EngineeringMachine LearningClassificationData PreprocessingKernel MethodsMachine Learning For Big DataPattern RecognitionSupport Vector MachinesClusteringK-means ClusteringLarge-scale ClassificationMulticlass Support Vector MachinesMultiple Kernel LearningSupport Vector Machine ClassificationSvms

References

27

Chih-Chung Chang, Chih‐Jen Lin · ACM Transactions on Intelligent Systems and Technology · 2011 · 41.3K citations

Computing, Computer Science, Machine Learning +12

UCI Machine Learning Repository

Arthur Asuncion · Medical Entomology and Zoology · 2007 · 24.4K citations

Computing, Computer Science, Artificial Intelligence +10

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

Computing, Computer Science, Computer Systems +17

Extensions to the k-Means Algorithm for Clustering Large Data Sets with Categorical Values

Zhexue Huang · Data Mining and Knowledge Discovery · 1998 · 2.5K citations

Computing, Computer Science, Data Science +16

KEEL Data-Mining Software Tool: Data Set Repository, Integration of Algorithms and Experimental Analysis Framework

Jesús Alcalá‐Fdez, Alberto Fernández, Julián Luengo et al. · 2011 · 2.4K citations

Computing, Bioinformatics, Computer Science +14