An Integrative DTW-based imputation method for gene expression time series data.
Elena KostadinovaVeselka BoevaLiliana BonevaElena TsiporkovaPublished in: IEEE Conf. of Intelligent Systems (2012)
Keyphrases
- gene expression
- missing data imputation
- missing values
- imputation methods
- data imputation
- missing data
- microarray
- gene expression data
- gene regulation
- gene expression patterns
- biological processes
- microarray data
- distance measure
- k nearest neighbour
- regulatory networks
- knn
- binding sites
- data analysis
- euclidean distance
- gene interactions
- high dimensional
- gene expression profiles
- transcription factors
- biological networks
- nearest neighbor
- multi layer perceptron
- data points
- data sets
- logistic regression
- breast cancer