Iyad Batal

Publication Activity (10 Years)

Years Active: 2009-2021
Publications (10 Years): 4

Top Topics

Multivariate Time Series

Top Venues

J. Biomed. Informatics

Publications

Jianxun Lian, Iyad Batal, Zheng Liu, Akshay Soni, Eun Yong Kang, Yajun Wang, Xing Xie
Multi-Interest-Aware User Modeling for Large-Scale Sequential Recommendations. CoRR (2021)
Iyad Batal, Akshay Soni
Multi-Channel Sequential Behavior Networks for User Modeling in Online Advertising. CoRR (2020)
Iyad Batal, Gregory F. Cooper, Dmitriy Fradkin, James H. Harrison Jr., Fabian Moerchen, Milos Hauskrecht
An efficient pattern mining approach for event detection in multivariate temporal data. Knowl. Inf. Syst. 46 (1) (2016)
Milos Hauskrecht, Iyad Batal, Charmgil Hong, Quang Nguyen, Gregory F. Cooper, Shyam Visweswaran, Gilles Clermont
Outlier-based detection of unusual patient-management actions: An ICU study. J. Biomed. Informatics 64 (2016)
Charmgil Hong, Iyad Batal, Milos Hauskrecht
A Generalized Mixture Framework for Multi-label Classification. SDM (2015)
Charmgil Hong, Iyad Batal, Milos Hauskrecht
A Mixtures-of-Experts Framework for Multi-Label Classification. CoRR (2014)
Charmgil Hong, Iyad Batal, Milos Hauskrecht
A Mixtures-of-Trees Framework for Multi-Label Classification. CIKM (2014)
Mahdi Pakdaman Naeini, Iyad Batal, Zitao Liu, Charmgil Hong, Milos Hauskrecht
An Optimization-based Framework to Learn Conditional Random Fields for Multi-label Classification. SDM (2014)
Iyad Batal, Hamed Valizadegan, Gregory F. Cooper, Milos Hauskrecht
A temporal pattern mining approach for classifying electronic health record data. ACM Trans. Intell. Syst. Technol. 4 (4) (2013)
Iyad Batal, Charmgil Hong, Milos Hauskrecht
An efficient probabilistic framework for multi-dimensional classification. CIKM (2013)
Milos Hauskrecht, Iyad Batal, Michal Valko, Shyam Visweswaran, Gregory F. Cooper, Gilles Clermont
Outlier detection for patient monitoring and alerting. J. Biomed. Informatics 46 (1) (2013)
Iyad Batal, Gregory F. Cooper, Milos Hauskrecht
A Bayesian Scoring Technique for Mining Predictive and Non-Spurious Rules. ECML/PKDD (2) (2012)
Iyad Batal, Dmitriy Fradkin, James H. Harrison Jr., Fabian Moerchen, Milos Hauskrecht
Mining recent temporal patterns for event detection in multivariate time series data. KDD (2012)
Iyad Batal, Hamed Valizadegan, Gregory F. Cooper, Milos Hauskrecht
A Pattern Mining Approach for Classifying Multivariate Temporal Data. BIBM (2011)
Iyad Batal, Milos Hauskrecht
Constructing classification features using minimal predictive patterns. CIKM (2010)
Iyad Batal, Milos Hauskrecht
A Concise Representation of Association Rules Using Minimal Predictive Rules. ECML/PKDD (1) (2010)
Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht
A Temporal Abstraction Framework for Classifying Clinical Temporal Data. AMIA (2009)
Iyad Batal, Milos Hauskrecht
Boosting KNN text classification accuracy by using supervised term weighting schemes. CIKM (2009)
Iyad Batal, Lucia Sacchi, Riccardo Bellazzi, Milos Hauskrecht
Multivariate Time Series Classification with Temporal Abstractions. FLAIRS Conference (2009)
Iyad Batal, Milos Hauskrecht
A Supervised Time Series Feature Extraction Technique Using DCT and DWT. ICMLA (2009)