Elena Ikonomovska

Publication Activity (10 Years)

Years Active: 2008-2015
Publications (10 Years): 0

Top Topics

Evolving Data Streams

Prediction Error

Top Venues

Publications

Elena Ikonomovska, Sina Jafarpour, Ali Dasdan
Real-Time Bid Prediction using Thompson Sampling-Based Expert Selection. KDD (2015)
Elena Ikonomovska, João Gama, Saso Dzeroski
Online tree-based ensembles and option trees for regression on evolving data streams. Neurocomputing 150 (2015)
Elena Ikonomovska, João Gama, Saso Dzeroski
Incremental multi-target model trees for data streams. SAC (2011)
Elena Ikonomovska, João Gama, Bernard Zenko, Saso Dzeroski
Speeding-Up Hoeffding-Based Regression Trees With Options. ICML (2011)
Elena Ikonomovska, João Gama, Saso Dzeroski
Learning model trees from evolving data streams. Data Min. Knowl. Discov. 23 (1) (2011)
Elena Ikonomovska, Kurt Driessens, Saso Dzeroski, João Gama
Adaptive Windowing for Online Learning from Multiple Inter-related Data Streams. ICDM Workshops (2011)
Elena Ikonomovska, Saso Dzeroski
Regression on evolving multi-relational data streams. EDBT/ICDT Ph.D. Workshop (2011)
Elena Ikonomovska, João Gama, Raquel Sebastião, Dejan Gjorgjevikj
Regression Trees from Data Streams with Drift Detection. Discovery Science (2009)
Elena Ikonomovska, João Gama
Learning Model Trees from Data Streams. Discovery Science (2008)