A MapReduce-Based k-Nearest Neighbor Approach for Big Data Classification.
Jesús MailloIsaac TrigueroFrancisco HerreraPublished in: TrustCom/BigDataSE/ISPA (2) (2015)
Keyphrases
- k nearest neighbor
- big data
- knn
- classification method
- classification algorithm
- cloud computing
- support vector machine svm
- knn classifier
- knn algorithm
- nearest neighbor
- support vector machine
- k nearest neighbour
- knn classification
- text classification
- nearest neighbour
- feature selection
- nearest neighbor rule
- text categorization
- data processing
- data management
- databases
- machine learning
- decision trees
- unstructured data
- database systems
- data analysis
- hierarchical document clustering
- pattern classification
- binary classification tasks
- data analytics
- business intelligence
- distance function
- knowledge discovery
- data warehousing
- text mining
- data intensive computing
- social media
- training set
- class probability estimation
- big data analytics
- neural network
- real world
- information retrieval
- information technology
- feature vectors
- multi class
- dimensionality reduction