Regression Learning with Multiple Noisy Oracles. - Kosta Ristovski; Debasish Das; Vladimir Ouzienko; Yuhong Guo; Zoran Obradovic (ECAI, 2010)

A data mining approach for optimization of acute inflammation therapy. - Vladan Radosavljevic; Kosta Ristovski; Zoran Obradovic (BIBM, 2012)

Uncertainty Analysis of Neural-Network-Based Aerosol Retrieval. - Kosta Ristovski; Slobodan Vucetic; Zoran Obradovic (IEEE Trans. Geosci. Remote. Sens., 2012)

Continuous Conditional Random Fields for Efficient Regression in Large Fully Connected Graphs. - Kosta Ristovski; Vladan Radosavljevic; Slobodan Vucetic; Zoran Obradovic (AAAI, 2013)

Which links should I use?: a variogram-based selection of relationship measures for prediction of node attributes in temporal multigraphs. - Alexey Uversky; Dusan Ramljak; Vladan Radosavljevic; Kosta Ristovski; Zoran Obradovic (ASONAM, 2013)

Panning for gold: using variograms to select useful connections in a temporal multigraph setting. - Alexey Uversky; Dusan Ramljak; Vladan Radosavljevic; Kosta Ristovski; Zoran Obradovic (Soc. Netw. Anal. Min., 2014)

Long Short-Term Memory Network for Remaining Useful Life estimation. - Shuai Zheng; Kosta Ristovski; Ahmed K. Farahat; Chetan Gupta 001 (ICPHM, 2017)

Dispatch with Confidence: Integration of Machine Learning, Optimization and Simulation for Open Pit Mines. - Kosta Ristovski; Chetan Gupta 001; Kunihiko Harada; Hsiu-Khuern Tang (KDD, 2017)

Two Birds with One Network: Unifying Failure Event Prediction and Time-to-failure Modeling. - Karan Aggarwal; Onur Atan; Ahmed K. Farahat; Chi Zhang 030; Kosta Ristovski; Chetan Gupta 001 (IEEE BigData, 2018)

What Maintenance is Worth the Money? A Data-Driven Answer. - Qiyao Wang; Ahmed K. Farahat; Kosta Ristovski; Hsiu-Khuern Tang; Susumu Serita; Chetan Gupta 001 (INDIN, 2018)

Equipment Health Indicator Learning Using Deep Reinforcement Learning. - Chi Zhang 030; Chetan Gupta 001; Ahmed K. Farahat; Kosta Ristovski; Dipanjan Ghosh (ECML/PKDD (3), 2018)

Evaluation of Event Impact on Key Performance Indicators. - Qiyao Wang; Ahmed K. Farahat; Kosta Ristovski; Chetan Gupta 001; Shuai Zheng (ICMLA, 2019)