A New Coupled Metric Learning for Real-time Anomalies Detection with High-Frequency Field Programmable Gate Arrays.
Frank JiangDan LuoPublished in: ICDM Workshops (2014)
Keyphrases
- high frequency
- metric learning
- real time
- low frequency
- field programmable gate array
- distance metric
- distance metric learning
- fpga technology
- high resolution
- wavelet transform
- semi supervised
- embedded systems
- pairwise
- learning tasks
- wavelet coefficients
- low cost
- subband
- fpga device
- hardware implementation
- dimensionality reduction
- multi task
- distance function
- parallel computing
- application specific integrated circuits
- multiresolution
- euclidean distance
- feature space
- machine learning
- parallel algorithm
- massively parallel
- background knowledge
- pipelined architecture