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Proceedings of the ... ACM International Conference on Information & Knowledge Management. ACM International Conference on Information and Knowledge Management|May 1, 2015
A Mixtures-of-Trees Framework for Multi-Label ClassificationCharmgil Hong, Iyad Batal, Milos HauskrechtProceedings of the ... SIAM International Conference on Data Mining. SIAM International Conference on Data Mining|November 28, 2015
A Generalized Mixture Framework for Multi-label ClassificationCharmgil Hong, Iyad Batal, Milos HauskrechtProceedings of the ... SIAM International Conference on Data Mining. SIAM International Conference on Data Mining|May 1, 2015
An Optimization-based Framework to Learn Conditional Random Fields for Multi-label ClassificationMahdi Pakdaman Naeini, Iyad Batal, Zitao Liu, et al.AMIA ... Annual Symposium Proceedings. AMIA Symposium|February 25, 2011
Mining Clinical Data using Minimal Predictive RulesIyad Batal, Milos HauskrechtProceedings of the ... AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial Intelligence|May 27, 2016
Multivariate Conditional Outlier Detection and Its Clinical ApplicationCharmgil Hong, Milos HauskrechtProceedings of the ... International Florida AI Research Society Conference. Florida AI Research Symposium|February 12, 2019
Multivariate Conditional Outlier Detection: Identifying Unusual Input-Output Associations in DataCharmgil Hong, Milos HauskrechtJournal of Biomedical Informatics|October 11, 2016
Outlier-based detection of unusual patient-management actions: An ICU studyMilos Hauskrecht, Iyad Batal, Charmgil Hong, et al.Machine Learning and Knowledge Discovery in Databases : European Conference, ECML PKDD ... : Proceedings. ECML PKDD (Conference)|May 5, 2015
A Bayesian Scoring Technique for Mining Predictive and Non-Spurious RulesIyad Batal, Gregory Cooper, Milos HauskrechtAMIA ... Annual Symposium Proceedings. AMIA Symposium|March 31, 2010
A temporal abstraction framework for classifying clinical temporal dataIyad Batal, Lucia Sacchi, Riccardo Bellazzi, et al.ACM Transactions on Intelligent Systems and Technology|October 14, 2014
A Temporal Pattern Mining Approach for Classifying Electronic Health Record DataIyad Batal, Hamed Valizadegan, Gregory F Cooper, et al.Pageof 9