Machine Learning in Prediction of Stock Market Indicators Based on Historical Data and Data from Twitter Sentiment Analysis. - Alexander Porshnev; Ilya Redkin; Alexey Shevchenko (ICDM Workshops, 2013)

Analysis of Twitter Users' Mood for Prediction of Gold and Silver Prices in the Stock Market. - Alexander Porshnev; Ilya Redkin (AIST, 2014)

Modelling Movement of Stock Market Indexes with Data from Emoticons of Twitter Users. - Alexander Porshnev; Ilya Redkin; Nikolay Karpov (RuSSIR, 2014)

Using Emotional Markers' Frequencies in Stock Market ARMAX-GARCH Model. - Alexander Porshnev; Valeriya Lakshina; Ilya Redkin (EEML@CLA, 2016)