Data Mining: Concepts, Models, Methods, and Algorithms.
Ashok N. SrivastavaPublished in: J. Comput. Inf. Sci. Eng. (2005)
Keyphrases
- data mining
- machine learning methods
- computational cost
- benchmark datasets
- data mining techniques
- machine learning algorithms
- synthetic and real datasets
- significant improvement
- mathematical models
- learning models
- data mining problems
- methods require
- optimization methods
- linear models
- statistical models
- data reduction
- computationally expensive
- data mining algorithms
- massive datasets
- problems in computer vision
- statistical methods
- theoretical models
- data mining and machine learning
- preprocessing
- data mining models
- computer vision algorithms
- data representations
- data mining applications
- real world
- data mining methods
- machine learning
- learning algorithm
- model selection
- computational complexity
- text mining
- linear gaussian
- data analysis tasks
- numerical algorithms
- learning paradigms
- data warehouse
- methods outperform
- worst case
- rough sets
- pattern mining
- search methods
- data mining tools
- predictive model
- machine learning approaches
- synthetic datasets