Accelerating Machine Learning Kernel in Hadoop Using FPGAs.
Katayoun NeshatpourMaria MalikHouman HomayounPublished in: CCGRID (2015)
Keyphrases
- machine learning
- kernel methods
- kernel function
- explanation based learning
- machine learning algorithms
- information extraction
- knowledge acquisition
- machine learning methods
- distributed systems
- computer vision
- pattern recognition
- learning problems
- classification and regression problems
- supervised learning
- natural language processing
- learning systems
- open source
- big data
- inductive learning
- learning algorithm
- artificial intelligence
- feature selection
- semi supervised learning
- cloud computing
- multiple kernel learning
- knowledge representation
- feature space
- gaussian processes
- convolution kernel
- kernel matrix
- kernel learning
- learning tasks
- data mining
- text mining
- data warehouse
- active learning
- reinforcement learning
- inductive logic programming
- model selection
- hardware implementation
- text classification
- computational intelligence
- computer science