Elizabeth Searles

According to our database, Elizabeth Searles authored at least 7 papers between 2015 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Temporal phenotyping of medically complex children via PARAFAC2 tensor factorization.

Ioakeim Perros, Evangelos E. Papalexakis, Richard W. Vuduc, Elizabeth Searles, Jimeng Sun

J. Biomed. Informatics, 2019

2018

COPA: Constrained PARAFAC2 for Sparse & Large Datasets.

Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017

SPARTan: Scalable PARAFAC2 for Large & Sparse Data.

Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang, Richard W. Vuduc, Elizabeth Searles, Michael Thompson, Jimeng Sun

Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Halifax, NS, Canada, August 13, 2017

Predicting Changes in Pediatric Medical Complexity using Large Longitudinal Health Records.

Yanbo Xu, Mohammad Taha Bahadori, Elizabeth Searles, Michael Thompson, Javier Tejedor-Sojo, Jimeng Sun

Proceedings of the AMIA 2017, 2017

2016

Multi-layer Representation Learning for Medical Concepts.

Edward Choi, Mohammad Taha Bahadori, Elizabeth Searles, Catherine Coffey, Jimeng Sun

CoRR, 2016

Multi-layer Representation Learning for Medical Concepts.

Edward Choi, Mohammad Taha Bahadori, Elizabeth Searles, Catherine Coffey, Michael Thompson, James Bost, Javier Tejedor-Sojo, Jimeng Sun

Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2016

2015

Cloud-based Predictive Modeling System and its Application to Asthma Readmission Prediction.

Robert Chen, Hang Su, Yi Zhen, Mohammed Khalilia, Daniel Hirsch, Michael Thompson, Tod Davis, Yue Peng, Sizhe Lin, Javier Tejedor-Sojo, Elizabeth Searles, Jimeng Sun

Proceedings of the AMIA 2015, 2015