A dynamic time warping approach for handling class imbalanced medical datasets with missing values: A case study of protein localization site prediction.
Ling-Chien HungYa-Han HuChih-Fong TsaiMin-Wei HuangPublished in: Expert Syst. Appl. (2022)
Keyphrases
- dynamic time warping
- missing values
- data imputation
- imputation methods
- class imbalanced
- missing data
- distance measure
- euclidean distance
- similarity measure
- incomplete data
- similarity search
- high dimensional data
- protein sequences
- cost sensitive learning
- class imbalance
- text classification
- database systems
- edit distance
- knowledge discovery
- data sets
- data cleaning
- instance selection
- knn
- dimensionality reduction
- computer vision
- data mining