| 2015 | SDM | A Generalized Mixture Framework for Multi-label Classification. | Charmgil Hong, Iyad Batal, Milos Hauskrecht |
| 2014 | CIKM | A Mixtures-of-Trees Framework for Multi-Label Classification. | Charmgil Hong, Iyad Batal, Milos Hauskrecht |
| 2014 | SDM | An Optimization-based Framework to Learn Conditional Random Fields for Multi-label Classification. | Mahdi Pakdaman Naeini, Iyad Batal, Zitao Liu, Charmgil Hong, Milos Hauskrecht |
| 2013 | CIKM | An efficient probabilistic framework for multi-dimensional classification. | Iyad Batal, Charmgil Hong, Milos Hauskrecht |
| 2012 | KDD | Mining recent temporal patterns for event detection in multivariate time series data. | Iyad Batal, Dmitriy Fradkin, James H. Harrison Jr., Fabian Moerchen, Milos Hauskrecht |
| 2010 | CIKM | Constructing classification features using minimal predictive patterns. | Iyad Batal, Milos Hauskrecht |
| 2009 | AMIA | A Temporal Abstraction Framework for Classifying Clinical Temporal Data. | Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht |
| 2009 | CIKM | Boosting KNN text classification accuracy by using supervised term weighting schemes. | Iyad Batal, Milos Hauskrecht |
| 2009 | FlAIRS | Multivariate Time Series Classification with Temporal Abstractions. | Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht |
| 2009 | ICMLA | A Supervised Time Series Feature Extraction Technique Using DCT and DWT. | Iyad Batal, Milos Hauskrecht |