Survey:Time-series data preprocessing: A survey and an empirical analysis

This publication has 127 references indexed in Scilit:

• A bi-directional missing data imputation scheme based on LSTM and transfer learning for building energy data
  Energy and Buildings, 2020
• Facilitating data preprocessing by a generic framework: a proposal for clustering
  Artificial Intelligence Review, 2015
• Particle swarm optimisation for feature selection in classification: Novel initialisation and updating mechanisms
  Applied Soft Computing, 2014
• Distributed online outlier detection in wireless sensor networks using ellipsoidal support vector machine
  Ad Hoc Networks, 2013
• Stacked Convolutional Auto-Encoders for Hierarchical Feature Extraction
  2011
• Ameva: An autonomous discretization algorithm
  Expert Systems with Applications, 2009
• Speeded-Up Robust Features (SURF)
  Computer Vision and Image Understanding, 2008
• Dimensionality Reduction for Fast Similarity Search in Large Time Series Databases
  Knowledge and Information Systems, 2001
• Comparison of regularized discriminant analysis linear discriminant analysis and quadratic discriminant analysis applied to NIR data
  Analytica Chimica Acta, 1996
• Genetic algorithms as a strategy for feature selection
  Journal of Chemometrics, 1992