Elena Ikonomovska

According to our database, Elena Ikonomovska authored at least 10 papers between 2008 and 2015.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2015

Online tree-based ensembles and option trees for regression on evolving data streams.

Elena Ikonomovska, João Gama, Saso Dzeroski

Neurocomputing, 2015

Real-Time Bid Prediction using Thompson Sampling-Based Expert Selection.

Elena Ikonomovska, Sina Jafarpour, Ali Dasdan

Proceedings of the 21th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2015

2013

Algorithmic Techniques for Processing Data Streams.

Elena Ikonomovska, Mariano Zelke

Proceedings of the Data Exchange, Integration, and Streams, 2013

2011

Learning model trees from evolving data streams.

Elena Ikonomovska, João Gama, Saso Dzeroski

Data Min. Knowl. Discov., 2011

Incremental multi-target model trees for data streams.

Elena Ikonomovska, João Gama, Saso Dzeroski

Proceedings of the 2011 ACM Symposium on Applied Computing (SAC), TaiChung, Taiwan, March 21, 2011

Speeding-Up Hoeffding-Based Regression Trees With Options.

Elena Ikonomovska, João Gama, Bernard Zenko, Saso Dzeroski

Proceedings of the 28th International Conference on Machine Learning, 2011

Adaptive Windowing for Online Learning from Multiple Inter-related Data Streams.

Elena Ikonomovska, Kurt Driessens, Saso Dzeroski, João Gama

Proceedings of the Data Mining Workshops (ICDMW), 2011

Regression on evolving multi-relational data streams.

Elena Ikonomovska, Saso Dzeroski

Proceedings of the 2011 Joint EDBT/ICDT Ph.D. Workshop, Uppsala, Sweden, March 25, 2011, 2011

2009

Regression Trees from Data Streams with Drift Detection.

Elena Ikonomovska, João Gama, Raquel Sebastião, Dejan Gjorgjevikj

Proceedings of the Discovery Science, 12th International Conference, 2009

2008

Learning Model Trees from Data Streams.

Elena Ikonomovska, João Gama

Proceedings of the Discovery Science, 11th International Conference, 2008