Improving Statistical Approach for Memory Leak Detection Using Machine Learning.
Vladimir SorPlumbr OuTarvo TreierSatish Narayana SriramaPublished in: ICSM (2013)
Keyphrases
- machine learning
- leak detection
- statistical methods
- pattern recognition
- statistical inference
- machine learning algorithms
- machine learning methods
- neural network
- text classification
- data mining
- learning algorithm
- learning tasks
- statistical models
- learning systems
- statistical learning
- computing power
- inductive learning
- memory requirements
- data analysis
- decision trees
- statistical analysis
- data driven
- text mining
- supervised learning
- natural language
- information theoretic
- knowledge acquisition
- computational intelligence
- feature selection
- statistical approaches
- memory size
- memory usage
- statistical information
- explanation based learning
- statistical tests
- learning problems
- computer science
- natural language processing
- support vector machine