Alexandr V. Maslov

  • Data Mining, Statistical data analysis and Machine Learning
  • Change detection in data streams
  • Real-time analytics methods

Publications

Please see my Google Scholar profile.

Demos

Please see the list of demos in my GitHub repository.

Tools

In my work I use mostly Python (SciPy, NumPy, etc.), R language, Julia, Matlab/Octave.

ML / Data Mining methods

  • Bayesian methods, Gaussian processes, Neural Networks, Decisoin trees, Random forests, GAM and GLM models, ridge regression and Lasso
  • Frequent item sets mining
  • On-line and Off-line changepoint detection methods
  • Time series modelling and forecasting using ARIMA model