Yusuf Bugra Erol, Yi Wu, Lei Li, Stuart Russell, "Towards Practical Bayesian Parameter and State Estimation " arxiv preprint pdf


Hugh Chen, Yusuf Erol, Eric Shen, Stuart Russell, " Probabilistic Model-Based Approach for Heart Beat Detection " arxiv preprint pdf

Yusuf Erol, Romi Phadte, Sammy Sidhu, Claire Asselstine, David Phillips, Stuart Russell "Model Based Probabilistic Inference for Intensive Care Medicine, " Meaningful Use of Complex Medical Data, August 2015, pdf.

Fabien Chraim, Yusuf Erol, Kris Pister "Wireless Gas Leak Detection and Localization, " IEEE Transactions on Industrial Informatics,February 2015, link.


Quan Ding, Yong Bai, Yusuf Erol, Rebeca Salas-Boni, XiaorongZhang and Xiao Hu "Multimodal Information Fusion for Robust Heart Beat Detection," Computers in Cardiology, PhysioNet Challenge, 2014, pdf.


Yusuf B. Erol, Lei Li, Bharath Ramsundar, Stuart J. Russell "The Extended Parameter Filter," Proceedings of the 30th International Conference on Machine Learning, Atlanta, Georgia, USA, June 2013, pdf, poster, presentation.

Yusuf B. Erol, Stuart J. Russell, Ahilan Sivaganesan, Geoffrey T. Manley "Combined State and Parameter Estimation of Human Intracranial Hemodynamics," Machine Learning for Clinical Data Analysis and Healthcare, NIPS, Lake Tahoe, California, USA, December 2013, pdf, poster.


C. Candan, Yusuf B. Erol, "Conjugate directions based order recursive implementation of post-Doppler adaptive target detectors," IET Radar, Sonar & Navigation, vol.6, no.7, pp.577-586, August 2012, pdf.