Insight into a method co-change pattern to identify highly coupled methods: An empirical study.
Manishankar MondalChanchal K. RoyKevin A. SchneiderPublished in: ICPC (2013)
Keyphrases
- hybrid method
- significant improvement
- classification method
- classical methods
- preprocessing
- alternative methods
- methods require
- machine learning methods
- computational cost
- methods outperform
- clustering method
- statistical methods
- high accuracy
- gold standard
- synthetic and real datasets
- noisy data
- synthetic and real images
- simulated and real data
- shows significant improvement
- experimental evaluation
- feature extraction
- benchmark data sets
- cost function
- reconstruction method
- objective function
- retrieval method
- search methods
- test images
- segmentation method
- detection method
- cross validation
- similarity measure
- data sets
- bayesian networks
- chronological backtracking
- computational complexity
- filtering method
- heuristic methods
- classification accuracy
- support vector machine
- linear regression
- image set
- feature set
- data mining techniques
- support vector machine svm