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: J. Inf. Process. (2012)
Keyphrases
- data sets
- quantitative analysis
- input data
- dynamic programming
- optimal solution
- dimensional data
- noisy data
- synthetic data
- detection algorithm
- k means
- np hard
- qualitative analysis
- data sources
- computational complexity
- worst case
- training data
- benchmark data sets
- database
- classification trees
- data reduction
- high dimensional data
- original data
- learning algorithm
- synthetic and real world data sets
- large scale data sets
- incomplete data
- exhaustive search
- expectation maximization
- data mining techniques
- ground truth
- data analysis
- data structure
- objective function
- clustering method
- data quality
- medical images
- dimensionality reduction
- preprocessing
- synthetic datasets
- similarity measure
- decision trees