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Debprakash Patnaik
Debprakash Patnaik
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Title
Cited by
Cited by
Year
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
922009
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
882011
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
792008
Fault prediction framework using temporal data mining
D Patnaik, P Bandyopadhyay, SW Holland, KP Unnikrishnan, ...
US Patent 8,676,432, 2014
562014
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
532012
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
352012
Aggregated information fusion for enhanced diagnostics, prognostics and maintenance practices of vehicles
MN Howell, MA Salman, X Tang, Y Zhang, X Zhang, YK Chin, S De, ...
US Patent 8,095,261, 2012
332012
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
332011
Discovering excitatory relationships using dynamic Bayesian networks
D Patnaik, S Laxman, N Ramakrishnan
Knowledge and Information Systems 29, 273-303, 2011
232011
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 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), 1415-1420, 2011
192011
Spatio-temporal structure of US critical care transfer network
KP Unnikrishnan, D Patnaik, TJ Iwashyna
AMIA Summits on Translational Science Proceedings 2011, 74, 2011
192011
Data mining for modeling chiller systems in data centers
D Patnaik, M Marwah, RK Sharma, N Ramakrishnan
Advances in Intelligent Data Analysis IX: 9th International Symposium, IDA …, 2010
172010
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
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, 194-203, 2011
142011
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
112010
Data mining solutions for sustainability problems
N Ramakrishnan, M Marwah, A Shah, D Patnaik, MS Hossain, ...
Ieee Potentials 31 (6), 28-34, 2012
102012
Improved multiple sequence alignments using coupled pattern mining
KSMT Hossain, D Patnaik, S Laxman, P Jain, C Bailey-Kellogg, ...
Proceedings of the ACM Conference on Bioinformatics, Computational Biology …, 2012
102012
A general streaming algorithm for pattern discovery
D Patnaik, S Laxman, B Chandramouli, N Ramakrishnan
Knowledge and information systems 37, 585-610, 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