A Temporal Abstraction Framework for Classifying Clinical Temporal Data. - Iyad Batal; Lucia Sacchi; Riccardo Bellazzi; Milos Hauskrecht (AMIA, 2009)

Boosting KNN text classification accuracy by using supervised term weighting schemes. - Iyad Batal; Milos Hauskrecht (CIKM, 2009)

Multivariate Time Series Classification with Temporal Abstractions. - Iyad Batal; Lucia Sacchi; Riccardo Bellazzi; Milos Hauskrecht (FLAIRS, 2009)

A Supervised Time Series Feature Extraction Technique Using DCT and DWT. - Iyad Batal; Milos Hauskrecht (ICMLA, 2009)

Constructing classification features using minimal predictive patterns. - Iyad Batal; Milos Hauskrecht (CIKM, 2010)

A Concise Representation of Association Rules Using Minimal Predictive Rules. - Iyad Batal; Milos Hauskrecht (ECML/PKDD (1), 2010)

A Pattern Mining Approach for Classifying Multivariate Temporal Data. - Iyad Batal; Hamed Valizadegan; Gregory F. Cooper; Milos Hauskrecht (BIBM, 2011)

Mining recent temporal patterns for event detection in multivariate time series data. - Iyad Batal; Dmitriy Fradkin; James H. Harrison Jr.; Fabian Moerchen; Milos Hauskrecht (KDD, 2012)

A Bayesian Scoring Technique for Mining Predictive and Non-Spurious Rules. - Iyad Batal; Gregory F. Cooper; Milos Hauskrecht (ECML/PKDD (2), 2012)

An efficient probabilistic framework for multi-dimensional classification. - Iyad Batal; Charmgil Hong; Milos Hauskrecht (CIKM, 2013)

Outlier detection for patient monitoring and alerting. - Milos Hauskrecht; Iyad Batal; Michal Valko; Shyam Visweswaran; Gregory F. Cooper; Gilles Clermont (J. Biomed. Informatics, 2013)

A temporal pattern mining approach for classifying electronic health record data. - Iyad Batal; Hamed Valizadegan; Gregory F. Cooper; Milos Hauskrecht (ACM Trans. Intell. Syst. Technol., 2013)

A Mixtures-of-Trees Framework for Multi-Label Classification. - Charmgil Hong; Iyad Batal; Milos Hauskrecht (CIKM, 2014)

An Optimization-based Framework to Learn Conditional Random Fields for Multi-label Classification. - Mahdi Pakdaman Naeini; Iyad Batal; Zitao Liu 003; Charmgil Hong; Milos Hauskrecht (SDM, 2014)

A Mixtures-of-Experts Framework for Multi-Label Classification. - Charmgil Hong; Iyad Batal; Milos Hauskrecht (CoRR, 2014)

Temporal Data Mining for Healthcare Data. - Iyad Batal (Healthcare Data Analytics, 2015)

A Generalized Mixture Framework for Multi-label Classification. - Charmgil Hong; Iyad Batal; Milos Hauskrecht (SDM, 2015)

Outlier-based detection of unusual patient-management actions: An ICU study. - Milos Hauskrecht; Iyad Batal; Charmgil Hong; Quang Nguyen; Gregory F. Cooper; Shyam Visweswaran; Gilles Clermont (J. Biomed. Informatics, 2016)

An efficient pattern mining approach for event detection in multivariate temporal data. - Iyad Batal; Gregory F. Cooper; Dmitriy Fradkin; James H. Harrison Jr.; Fabian Moerchen; Milos Hauskrecht (Knowl. Inf. Syst., 2016)

Multi-Channel Sequential Behavior Networks for User Modeling in Online Advertising. - Iyad Batal; Akshay Soni (CoRR, 2020)

Multi-Interest-Aware User Modeling for Large-Scale Sequential Recommendations. - Jianxun Lian; Iyad Batal; Zheng Liu 011; Akshay Soni; Eun Yong Kang; Yajun Wang 001; Xing Xie 001 (CoRR, 2021)