Clustering-Based Noise Elimination Scheme for Data Pre-Processing for Deep Learning Classifier in Fingerprint Indoor Positioning System.
Shuzhi LiuRashmi Sharan SinhaSeung-Hoon HwangPublished in: Sensors (2021)
Keyphrases
- deep learning
- data pre processing
- noise elimination
- feature selection
- unsupervised learning
- preprocessing
- data analysis
- machine learning
- data mining
- feature space
- training data
- dimension reduction
- pattern extraction
- decision tree algorithm
- feature set
- feature extraction
- decision trees
- missing values
- learning algorithm
- data mining process
- pairwise
- classification models
- training set
- edge detection
- support vector machine
- probabilistic model
- active learning