Debprakash Patnaik
Debprakash Patnaik
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Year
KDD'15: Proceedings of the 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining
L Cao, C Zhang, T Joachims, GIB Webb, D Margineantu, G Williams
Association for Computing Machinery (ACM), 2015
1812015
Sustainable operation and management of data center chillers using temporal data mining
D Patnaik, M Marwah, R Sharma, N Ramakrishnan
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
852009
Experiences with mining temporal event sequences from electronic medical records: initial successes and some challenges
D Patnaik, P Butler, N Ramakrishnan, L Parida, BJ Keller, DA Hanauer
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
792011
Inferring neuronal network connectivity from spike data: A temporal data mining approach
D Patnaik, PS Sastry, KP Unnikrishnan
Scientific Programming 16 (1), 49-77, 2008
722008
Visual exploration of frequent patterns in multivariate time series
MC Hao, M Marwah, H Janetzko, U Dayal, DA Keim, D Patnaik, ...
Information Visualization 11 (1), 71-83, 2012
402012
Fault prediction framework using temporal data mining
D Patnaik, P Bandyopadhyay, SW Holland, KP Unnikrishnan, ...
US Patent 8,676,432, 2014
382014
Temporal data mining approaches for sustainable chiller management in data centers
D Patnaik, M Marwah, RK Sharma, N Ramakrishnan
ACM Transactions on Intelligent Systems and Technology (TIST) 2 (4), 1-29, 2011
312011
Aggregated information fusion for enhanced diagnostics, prognostics and maintenance practices of vehicles
MN Howell, MA Salman, X Tang, Y Zhang, X Zhang, Y Chin, S De, ...
US Patent 8,095,261, 2012
282012
Efficient Episode Mining of Dynamic Event Streams
D Patnaik, S Laxman, B Chandramouli, N Ramakrishnan
Data Mining (ICDM), 2012 IEEE 12th International Conference on, 605-614, 2012
272012
Accelerator-oriented algorithm transformation for temporal data mining
D Patnaik, SP Ponce, Y Cao, N Ramakrishnan
2009 Sixth IFIP International Conference on Network and Parallel Computing …, 2009
202009
Discovering excitatory relationships using dynamic Bayesian networks
D Patnaik, S Laxman, N Ramakrishnan
Knowledge and Information Systems 29 (2), 273-303, 2011
192011
Discovering life cycle assessment trees from impact factor databases
N Sundaravaradan, D Patnaik, N Ramakrishnan, M Marwah, A Shah
Proceedings of the AAAI Conference on Artificial Intelligence 25 (1), 2011
172011
Discovering excitatory networks from discrete event streams with applications to neuronal spike train analysis
D Patnaik, S Laxman, N Ramakrishnan
2009 Ninth IEEE International Conference on Data Mining, 407-416, 2009
152009
Spatio-temporal structure of US critical care transfer network
KP Unnikrishnan, D Patnaik, TJ Iwashyna
AMIA Summits on Translational Science Proceedings 2011, 74, 2011
142011
Data mining for modeling chiller systems in data centers
D Patnaik, M Marwah, RK Sharma, N Ramakrishnan
International Symposium on Intelligent Data Analysis, 125-136, 2010
142010
Visualizing frequent patterns in large multivariate time series
M Hao, M Marwah, H Janetzko, R Sharma, DA Keim, U Dayal, D Patnaik, ...
Visualization and Data Analysis 2011 7868, 78680J, 2011
112011
Data mining solutions for sustainability problems
N Ramakrishnan, M Marwah, A Shah, D Patnaik, MS Hossain, ...
Ieee Potentials 31 (6), 28-34, 2012
92012
Towards chip-on-chip neuroscience: fast mining of neuronal spike streams using graphics hardware
Y Cao, D Patnaik, S Ponce, J Archuleta, P Butler, W Feng, ...
Proceedings of the 7th ACM international conference on Computing frontiers, 1-10, 2010
92010
Improved multiple sequence alignments using coupled pattern mining
KSMT Hossain, D Patnaik, S Laxman, P Jain, C Bailey-Kellogg, ...
IEEE/ACM transactions on computational biology and bioinformatics 10 (5 …, 2013
72013
Streaming algorithms for pattern discovery over dynamically changing event sequences
D Patnaik, N Ramakrishnan, S Laxman, B Chandramouli
arXiv preprint arXiv:1205.4477, 2012
72012
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Articles 1–20