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Research Areas

by Luís Torgo — last modified 2011-12-22 12:23

Topics:

Ubiquous Data Mining

  • Spatio-temporal mining
  • Mining from network data

Mining Rare Events

  • Predicting extreme values
  • Outlier detection
  • Outlier ranking

Text Mining

  • Sentiment analysis
  • Opinion mining

Regression Analysis

  • Regression trees
  • Rule-based regression

Utility-based Learning

  • Utility-based regression
  • Evaluation of regression models

 

Application areas:

Financial Markets

  • Stock market prediction
  • Autonomous trading systems
  • Mining from financial news

Ecological Modelling

  • Predicting algae blooms
  • Monitoring water distribution networks
  • Forecasting water quality parameters
  • Forecasting forest fires

Fraud Detection

  • Tax fraud
  • Foreign trade transactions
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