Time-Series Data Analysis for Classification of Noisy and Incomplete Internet-of-Things Datasets.
Michael PostolCandace DiazRobert SimonDrew WickePublished in: ICMLA (2019)
Keyphrases
- data analysis
- uci repository
- benchmark datasets
- machine learning
- uci machine learning repository
- classification accuracy
- automatic classification
- pattern recognition
- support vector
- classification models
- support vector machine svm
- decision trees
- noisy data
- feature extraction
- incomplete data
- support vector machine
- data processing
- missing data
- training dataset
- classification scheme
- data mining
- big data
- decision rules
- multi variate
- data mining algorithms
- class noise
- decision tree algorithms
- data pre processing
- associative classifiers
- neural network
- feature selection
- multivariate time series
- preprocessing
- feature space
- feature vectors
- knowledge discovery
- multi class
- benchmark data sets
- text classification