SPARTan: Scalable PARAFAC2 for Large & Sparse Data.
Ioakeim PerrosEvangelos E. PapalexakisFei WangRichard W. VuducElizabeth SearlesMichael ThompsonJimeng SunPublished in: CoRR (2017)
Keyphrases
- sparse data
- high dimensional
- emerging patterns
- hardware architecture
- high order
- multi category
- similarity search
- random projections
- database
- pattern recognition
- information retrieval systems
- image reconstruction
- information extraction
- singular value decomposition
- dimension reduction
- data model
- image processing
- real world
- data sets