Amol Ghoting

SystemML: Declarative machine learning on MapReduce

Amol Ghoting, Rajasekar Krishnamurthy, Edwin Pednault et al. · 2011 · 298 citations

Cluster Computing, Engineering, Machine Learning +20

Fast Distributed Outlier Detection in Mixed-Attribute Data Sets

Matthew Eric Otey, Amol Ghoting, Srinivasan Parthasarathy · Data Mining and Knowledge Discovery · 2006 · 231 citations

Cluster Computing, Anomaly Detection, Engineering +7

Fast mining of distance-based outliers in high-dimensional datasets

Amol Ghoting, Srinivasan Parthasarathy, Matthew Eric Otey · Data Mining and Knowledge Discovery · 2008 · 196 citations

Anomaly Detection, Engineering, Data Science +7

PARAMO: A PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records

Kenney Ng, Amol Ghoting, Steven R. Steinhubl et al. · Journal of Biomedical Informatics · 2013 · 112 citations · Full text

Engineering, Data Science, Health Data +10

LOADED: Link-Based Outlier and Anomaly Detection in Evolving Data Sets

Amol Ghoting, Matthew Eric Otey, Srinivasan Parthasarathy · 2005 · 80 citations

Anomaly Detection, Machine Learning, Engineering +17