A Quantitative Analysis-based Algorithm for Optimal Data Signature Construction of Traffic Data Sets.
Jasmine A. MalinaoRichelle Ann B. JuayongRona May U. TadlasJhoirene B. ClementeErlo Robert F. OquendoJohn Boaz LeeMa. Sheilah Gaabucayan-NapalangJose Regin F. RegidorHenry N. AdornaPublished in: Inf. Media Technol. (2012)
Keyphrases
- data sets
- quantitative analysis
- input data
- dynamic programming
- optimal solution
- dimensional data
- training data
- worst case
- synthetic data
- original data
- database
- data reduction
- data sources
- benchmark data sets
- learning algorithm
- data structure
- qualitative analysis
- detection algorithm
- noisy data
- k means
- incomplete data
- preprocessing
- data analysis
- feature selection algorithms
- large scale data sets
- data mining techniques
- high dimensional data
- simulated annealing
- search space
- objective function
- clustering method
- probabilistic model
- np hard
- information loss
- exhaustive search
- feature space
- optimal path
- computational complexity
- traffic data
- similarity measure
- high dimensional data sets