Obtaining biomarkers in cancer progression from outliers of time-series clusters.
Abed AlkhateebIman RezaeianSiva SingireddyLuis RuedaPublished in: BIBM (2015)
Keyphrases
- similarity search
- streaming time series
- disease progression
- breast cancer
- dynamic time warping
- ovarian cancer
- gene expression profiles
- data points
- similarity measure
- cancer datasets
- outlier detection
- clustering algorithm
- prostate cancer
- early detection
- arbitrarily oriented
- clinical trials
- cross sectional
- gastric cancer
- self organizing maps
- cancer diagnosis
- subspace clusters
- biologically significant
- candidate genes
- clustering method
- non stationary
- data clustering
- subspace clustering
- mathematical modeling
- fuzzy clustering
- magnetic resonance images
- arbitrary shape