Scalable Manifold Learning for Big Data with Apache Spark.
Frank SchoenemanJaroslaw ZolaPublished in: IEEE BigData (2018)
Keyphrases
- manifold learning
- big data
- data intensive computing
- cloud computing
- low dimensional
- open source
- map reduce
- commodity hardware
- dimensionality reduction
- nonlinear dimensionality reduction
- semi supervised
- data analysis
- data management
- high dimensional
- diffusion maps
- data visualization
- social media
- data processing
- big data analytics
- dimension reduction
- business intelligence
- high dimensional data
- data analytics
- feature extraction
- data science
- knowledge discovery
- sparse representation
- statistical learning
- locally linear embedding
- data warehousing
- database
- manifold structure
- information retrieval
- machine learning
- information processing
- end users
- data mining