Hamed Valizadegan

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

Learning classification models with soft-label information

Quang Uy Nguyen, Hamed Valizadegan, Miloš Hauskrecht · Journal of the American Medical Informatics Association · 2013 · 74 citations · Full text

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

ExoMiner: A Highly Accurate and Explainable Deep Learning Classifier That Validates 301 New Exoplanets

Hamed Valizadegan, Miguel J. S. Martinho, Laurent S. Wilkens et al. · The Astrophysical Journal · 2022 · 63 citations · Full text

Highly Accurate, Engineering, Machine Learning +13

Vector Autoregressive Model-Based Anomaly Detection in Aviation Systems

Igor Melnyk, Bryan Matthews, Hamed Valizadegan et al. · Journal of Aerospace Information Systems · 2016 · 54 citations

Anomaly Detection, Machine Learning, Engineering +18