| 2021 | WSDM | Causal Transfer Random Forest: Combining Logged Data and Randomized Experiments for Robust Prediction. | Shuxi Zeng, Murat Ali Bayir, Joseph J. Pfeiffer III, Denis Charles, Emre Kiciman |
| 2019 | WSDM | Genie: An Open Box Counterfactual Policy Estimator for Optimizing Sponsored Search Marketplace. | Murat Ali Bayir, Mingsen Xu, Yaojia Zhu, Yifan Shi |
| 2016 | WWW | Finding All Maximal Paths In Web User Sessions. | Murat Ali Bayir, Ismail Hakki Toroslu |
| 2010 | GLOBECOM | PRO: A Profile-Based Routing Protocol for Pocket Switched Networks. | Murat Ali Bayir, Murat Demirbas |
| 2010 | KDD | Identifying breakpoints in public opinion. | Cuneyt Gurcan Akcora, Murat Ali Bayir, Murat Demirbas, Hakan Ferhatosmanoglu |
| 2010 | WISE | Semantically Enriched Event Based Model for Web Usage Mining. | Enis Sztutar, Ismail H. Toroslu, Murat Ali Bayir |
| 2010 | WoWMoM | Crowd-sourced sensing and collaboration using twitter. | Murat Demirbas, Murat Ali Bayir, Cuneyt Gurcan Akcora, Yavuz Selim Yilmaz, Hakan Ferhatosmanoglu |
| 2009 | PERCOM | iMAP: Indirect Measurement of Air Pollution with Cellphones. | Murat Demirbas, Carole Rudra, Atri Rudra, Murat Ali Bayir |
| 2009 | WWW | Smart Miner: a new framework for mining large scale web usage data. | Murat Ali Bayir, Ismail Hakki Toroslu, Ahmet Cosar, Guven Fidan |
| 2009 | WoWMoM | Discovering spatiotemporal mobility profiles of cellphone users. | Murat Ali Bayir, Murat Demirbas, Nathan Eagle |
| 2006 | AICCSA | Performance Comparison of Pattern Discovery Methods on Web Log Data. | Murat Ali Bayir, Ismail H. Toroslu, Ahmet Cosar |
| 2006 | ICDE | A New Approach for Reactive Web Usage Data Processing. | Murat Ali Bayir, Ismail Hakki Toroslu, Ahmet Cosar |