HomeRun: Scalable Sparse-Spectrum Reconstruction of Aggregated Historical Data.
Faisal M. AlmutairiFan YangHyun Ah SongChristos FaloutsosNicholas D. SidiropoulosVladimir ZadorozhnyPublished in: Proc. VLDB Endow. (2018)
Keyphrases
- historical data
- compressed sensing
- compressive sensing
- signal reconstruction
- image reconstruction
- demand forecasting
- data mining techniques
- data mining technology
- three dimensional
- high resolution
- random projections
- reconstruction process
- sparse representation
- predictive model
- discrete tomography
- sparse reconstruction
- binary matrices
- databases
- historical stream data
- sparsity constraints
- stock price
- data model
- high dimensional
- tomographic reconstruction
- reconstruction method