Learning Model Trees from Data Streams. - Elena Ikonomovska; João Gama 001 (Discovery Science, 2008)

Regression Trees from Data Streams with Drift Detection. - Elena Ikonomovska; João Gama 001; Raquel Sebastião; Dejan Gjorgjevikj (Discovery Science, 2009)

Regression on evolving multi-relational data streams. - Elena Ikonomovska; Saso Dzeroski (EDBT/ICDT Ph.D. Workshop, 2011)

Adaptive Windowing for Online Learning from Multiple Inter-related Data Streams. - Elena Ikonomovska; Kurt Driessens; Saso Dzeroski; João Gama 001 (ICDM Workshops, 2011)

Speeding-Up Hoeffding-Based Regression Trees With Options. - Elena Ikonomovska; João Gama 001; Bernard Zenko; Saso Dzeroski (ICML, 2011)

Incremental multi-target model trees for data streams. - Elena Ikonomovska; João Gama 001; Saso Dzeroski (SAC, 2011)

Learning model trees from evolving data streams. - Elena Ikonomovska; João Gama 001; Saso Dzeroski (Data Min. Knowl. Discov., 2011)

Algorithmic Techniques for Processing Data Streams. - Elena Ikonomovska; Mariano Zelke (Data Exchange, Information, and Streams, 2013)

Real-Time Bid Prediction using Thompson Sampling-Based Expert Selection. - Elena Ikonomovska; Sina Jafarpour; Ali Dasdan (KDD, 2015)

Online tree-based ensembles and option trees for regression on evolving data streams. - Elena Ikonomovska; João Gama 001; Saso Dzeroski (Neurocomputing, 2015)