Iyad Batal

Mining recent temporal patterns for event detection in multivariate time series data

Iyad Batal, Dmitriy Fradkin, James H. Harrison et al. · 2012 · 163 citations · Full text

Engineering, Machine Learning, Pattern Mining Techniques +23

A temporal pattern mining approach for classifying electronic health record data

Iyad Batal, Hamed Valizadegan, Gregory F. Cooper et al. · ACM Transactions on Intelligent Systems and Technology · 2013 · 145 citations · Full text

Outlier detection for patient monitoring and alerting

Miloš Hauskrecht, Iyad Batal, Michal Vaľko et al. · Journal of Biomedical Informatics · 2012 · 141 citations

Anomaly Detection, Engineering, Data Science +6

A Pattern Mining Approach for Classifying Multivariate Temporal Data

Iyad Batal, Hamed Valizadegan, Gregory F. Cooper et al. · 2011 · 72 citations

Pattern Mining Approach, Engineering, Machine Learning +22

Multivariate Time Series Classification with Temporal Abstractions

Iyad Batal, Lucia Sacchi, Riccardo Bellazzi et al. · 2009 · 55 citations

Engineering, Machine Learning, Mining Methods +21