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Journal Articles
- 2019
[j1]Ioakeim Perros, Evangelos E. Papalexakis
, Richard W. Vuduc, Elizabeth Searles, Jimeng Sun:
Temporal phenotyping of medically complex children via PARAFAC2 tensor factorization. J. Biomed. Informatics 93 (2019)
Conference and Workshop Papers
- 2018
- [c5]Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun:
COPA: Constrained PARAFAC2 for Sparse & Large Datasets. CIKM 2018: 793-802 - 2017
- [c4]Yanbo Xu, Mohammad Taha Bahadori, Elizabeth Searles, Michael Thompson, Javier Tejedor-Sojo, Jimeng Sun:
Predicting Changes in Pediatric Medical Complexity using Large Longitudinal Health Records. AMIA 2017 - [c3]Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang, Richard W. Vuduc, Elizabeth Searles, Michael Thompson, Jimeng Sun:
SPARTan: Scalable PARAFAC2 for Large & Sparse Data. KDD 2017: 375-384 - 2016
- [c2]Edward Choi, Mohammad Taha Bahadori, Elizabeth Searles, Catherine Coffey, Michael Thompson, James Bost, Javier Tejedor-Sojo, Jimeng Sun:
Multi-layer Representation Learning for Medical Concepts. KDD 2016: 1495-1504 - 2015
- [c1]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:
Cloud-based Predictive Modeling System and its Application to Asthma Readmission Prediction. AMIA 2015
Informal and Other Publications
- 2018
- [i3]Ardavan Afshar, Ioakeim Perros, Evangelos E. Papalexakis, Elizabeth Searles, Joyce C. Ho, Jimeng Sun:
COPA: Constrained PARAFAC2 for Sparse & Large Datasets. CoRR abs/1803.04572 (2018) - 2017
- [i2]Ioakeim Perros, Evangelos E. Papalexakis, Fei Wang, Richard W. Vuduc, Elizabeth Searles, Michael Thompson, Jimeng Sun:
SPARTan: Scalable PARAFAC2 for Large & Sparse Data. CoRR abs/1703.04219 (2017) - 2016
- [i1]Edward Choi, Mohammad Taha Bahadori, Elizabeth Searles, Catherine Coffey, Jimeng Sun:
Multi-layer Representation Learning for Medical Concepts. CoRR abs/1602.05568 (2016)
Coauthor Index
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