Intelligently querying incomplete instances for improving classification performance
- Karthik Sankaranarayanan
- Amit Dhurandhar
- 2013
- CIKM 2013
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Single network relational transductive learning
- Amit Dhurandhar
- Jun Wang
- 2013
- JAIR
Improving quality control by early prediction of manufacturing outcomes
- Sholom M. Weiss
- Amit Dhurandhar
- et al.
- 2013
- KDD 2013
Using coarse information for real valued prediction
- 2012
- Data Mining and Knowledge Discovery
Probabilistic characterization of nearest neighbor classifier
- Amit Dhurandhar
- Alin Dobra
- 2012
- International Journal of Machine Learning and Cybernetics
Managing procurement spend using advanced compliance analytics
- Pawan Chowdhary
- Markus Ettl
- et al.
- 2011
- ICEBE 2011
Improving predictions using aggregate information
- 2011
- KDD 2011
Distribution-free bounds for relational classification
- Amit Dhurandhar
- Alin Dobra
- 2011
- KAIS
Learning maximum lag for grouped graphical granger models
- 2010
- ICDMW 2010
Multi-step time series prediction in complex instrumented domains
- 2010
- ICDMW 2010