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Amol Ghoting
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SystemML: Declarative machine learning on MapReduce
A Ghoting, R Krishnamurthy, E Pednault, B Reinwald, V Sindhwani, ...
2011 IEEE 27th International conference on data engineering, 231-242, 2011
4552011
Fast mining of distance-based outliers in high-dimensional datasets
A Ghoting, S Parthasarathy, ME Otey
Data Mining and Knowledge Discovery 16, 349-364, 2008
3362008
Fast distributed outlier detection in mixed-attribute data sets
ME Otey, A Ghoting, S Parthasarathy
Data mining and knowledge discovery 12, 203-228, 2006
3362006
PARAMO: a PARAllel predictive MOdeling platform for healthcare analytic research using electronic health records
K Ng, A Ghoting, SR Steinhubl, WF Stewart, B Malin, J Sun
Journal of biomedical informatics 48, 160-170, 2014
1312014
Loaded: Link-based outlier and anomaly detection in evolving data sets
A Ghoting, ME Otey, S Parthasarathy
Fourth IEEE International Conference on Data Mining (ICDM'04), 387-390, 2004
1222004
Systems and methods for processing machine learning algorithms in a MapReduce environment
DR Burdick, A Ghoting, R Krishnamurthy, EPD Pednault, B Reinwald, ...
US Patent 8,612,368, 2013
1142013
NIMBLE: a toolkit for the implementation of parallel data mining and machine learning algorithms on mapreduce
A Ghoting, P Kambadur, E Pednault, R Kannan
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
1132011
Cache-conscious frequent pattern mining on a modern processor
A Ghoting, G Buehrer, S Parthasarathy, D Kim, A Nguyen, YK Chen, ...
Proceedings of the 31st international conference on Very large data bases …, 2005
1082005
A framework for summarizing and analyzing twitter feeds
X Yang, A Ghoting, Y Ruan, S Parthasarathy
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
882012
Towards nic-based intrusion detection
M Otey, S Parthasarathy, A Ghoting, G Li, S Narravula, D Panda
Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003
852003
Out-of-core frequent pattern mining on a commodity pc
G Buehrer, S Parthasarathy, A Ghoting
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
692006
Cache-conscious frequent pattern mining on modern and emerging processors
A Ghoting, G Buehrer, S Parthasarathy, D Kim, A Nguyen, YK Chen, ...
The VLDB Journal 16, 77-96, 2007
602007
Sweg: Lossless and lossy summarization of web-scale graphs
K Shin, A Ghoting, M Kim, H Raghavan
The World Wide Web Conference, 1679-1690, 2019
532019
Serial and parallel methods for i/o efficient suffix tree construction
A Ghoting, K Makarychev
Proceedings of the 2009 ACM SIGMOD International Conference on Management of …, 2009
432009
PFunc: modern task parallelism for modern high performance computing
P Kambadur, A Gupta, A Ghoting, H Avron, A Lumsdaine
Proceedings of the Conference on High Performance Computing Networking …, 2009
422009
Sharing with performance isolation between tenants in a software-as-a service system
N Duan, A Ghoting, R Natarajan
US Patent App. 12/832,559, 2012
402012
A survey of distributed mining of data streams
S Parthasarathy, A Ghoting, ME Otey
Data streams: models and algorithms, 289-307, 2007
352007
Large-scale distributed non-negative sparse coding and sparse dictionary learning
V Sindhwani, A Ghoting
Proceedings of the 18th ACM SIGKDD international conference on Knowledge …, 2012
342012
Indexing genomic sequences on the IBM Blue Gene
A Ghoting, K Makarychev
Proceedings of the Conference on High Performance Computing Networking …, 2009
322009
Analysis of haptic data for sign language recognition.
C Shahabi, L Kaghazian, S Mehta, A Ghoting, G Shanbhag, ...
HCI, 441-445, 2001
302001
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