Efficient kNN classification algorithm for big data.
Zhenyun DengXiaoshu ZhuDebo ChengMing ZongShichao ZhangPublished in: Neurocomputing (2016)
Keyphrases
- classification algorithm
- knn
- big data
- k nearest neighbor
- nearest neighbor
- classification method
- text categorization
- distance function
- cloud computing
- social media
- k nearest neighbour
- data management
- data analysis
- knn algorithm
- class labels
- support vector machine
- support vector machine svm
- similarity search
- data processing
- training set
- social networks
- knn classification
- big data analytics
- test instances
- text classification
- feature selection
- information retrieval
- neural network
- business intelligence
- data integration
- naive bayes
- information processing
- data warehousing
- pairwise
- learning algorithm
- knn classifier
- database