Applying randomized projection to aid prediction algorithms in detecting high-dimensional rogue applications.
Travis AtkisonPublished in: ACM Southeast Regional Conference (2009)
Keyphrases
- high dimensional
- data structure
- prediction algorithm
- computational cost
- significant improvement
- optimization problems
- prediction accuracy
- orders of magnitude
- face recognition
- computational complexity
- times faster
- learning algorithm
- multi dimensional
- machine learning algorithms
- knn
- high dimensional problems
- regression model
- query processing
- data streams
- decision trees