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ORCIDDebprakash Patnaik
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2010 – 2019
- 2013
[j8]Debprakash Patnaik, Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan
:
A general streaming algorithm for pattern discovery. Knowl. Inf. Syst. 37(3): 585-610 (2013)- [j7]K. S. M. Tozammel Hossain, Debprakash Patnaik, Srivatsan Laxman, Prateek Jain, Chris Bailey-Kellogg, Naren Ramakrishnan:
Improved Multiple Sequence Alignments Using Coupled Pattern Mining. IEEE ACM Trans. Comput. Biol. Bioinform. 10(5): 1098-1112 (2013) - 2012
- [j6]Yong Cao, Debprakash Patnaik, Sean P. Ponce, Jeremy S. Archuleta, Patrick Butler, Wu-chun Feng, Naren Ramakrishnan:
Parallel Mining of Neuronal Spike Streams on Graphics Processing Units. Int. J. Parallel Program. 40(6): 605-632 (2012) - [j5]Ming C. Hao, Manish Marwah, Halldór Janetzko, Umeshwar Dayal, Daniel A. Keim, Debprakash Patnaik, Naren Ramakrishnan, Ratnesh K. Sharma:
Visual exploration of frequent patterns in multivariate time series. Inf. Vis. 11(1): 71-83 (2012) - [c12]K. S. M. Tozammel Hossain, Debprakash Patnaik, Srivatsan Laxman, Prateek Jain, Chris Bailey-Kellogg, Naren Ramakrishnan:
Improved multiple sequence alignments using coupled pattern mining. BCB 2012: 28-35 - [c11]Debprakash Patnaik, Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan:
Efficient Episode Mining of Dynamic Event Streams. ICDM 2012: 605-614 - [i7]Debprakash Patnaik, Naren Ramakrishnan, Srivatsan Laxman, Badrish Chandramouli:
Streaming Algorithms for Pattern Discovery over Dynamically Changing Event Sequences. CoRR abs/1205.4477 (2012) - 2011
- [b1]Debprakash Patnaik:
Multiple Uses of Frequent Episodes in Temporal Process Modeling. Virginia Tech, Blacksburg, VA, USA, 2011 - [j4]Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan:
Discovering excitatory relationships using dynamic Bayesian networks. Knowl. Inf. Syst. 29(2): 273-303 (2011) - [j3]Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan:
Temporal data mining approaches for sustainable chiller management in data centers. ACM Trans. Intell. Syst. Technol. 2(4): 34:1-34:29 (2011) - [c10]Naren Sundaravaradan, Debprakash Patnaik, Naren Ramakrishnan, Manish Marwah, Amip Shah:
Discovering Life Cycle Assessment Trees from Impact Factor Databases. AAAI 2011: 1415-1420 - [c9]Debprakash Patnaik, Patrick Butler, Naren Ramakrishnan, Laxmi Parida, Benjamin J. Keller, David A. Hanauer:
Experiences with mining temporal event sequences from electronic medical records: initial successes and some challenges. KDD 2011: 360-368 - [c8]Ming C. Hao, Manish Marwah, Halldór Janetzko, Ratnesh Sharma, Daniel A. Keim, Umeshwar Dayal, Debprakash Patnaik, Naren Ramakrishnan:
Visualizing frequent patterns in large multivariate time series. Visualization and Data Analysis 2011: 78680J - 2010
- [c7]Yong Cao, Debprakash Patnaik, Sean P. Ponce, Jeremy S. Archuleta, Patrick Butler, Wu-chun Feng, Naren Ramakrishnan:
Towards chip-on-chip neuroscience: fast mining of neuronal spike streams using graphics hardware. Conf. Computing Frontiers 2010: 1-10 - [c6]Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan:
Data Mining for Modeling Chiller Systems in Data Centers. IDA 2010: 125-136 - [c5]Ming C. Hao, Manish Marwah, Halldor Janetzko, Daniel A. Keim, Umeshwar Dayal, Ratnesh K. Sharma, Debprakash Patnaik, Naren Ramakrishnan:
Visual analysis of frequent patterns in large time series. IEEE VAST 2010: 227-228 - [c4]K. P. Unnikrishnan, Debprakash Patnaik, Theodore J. Iwashyna:
Discovering specific cascades in critical care transfer networks. IHI 2010: 541-544
2000 – 2009
- 2009
- [j2]Naren Ramakrishnan, Debprakash Patnaik, Vandana Sreedharan:
Temporal Process Discovery in Many Guises. Computer 42(8): 97-101 (2009) - [c3]Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan:
Discovering Excitatory Networks from Discrete Event Streams with Applications to Neuronal Spike Train Analysis. ICDM 2009: 407-416 - [c2]Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan:
Sustainable operation and management of data center chillers using temporal data mining. KDD 2009: 1305-1314 - [c1]Debprakash Patnaik, Sean P. Ponce, Yong Cao, Naren Ramakrishnan:
Accelerator-Oriented Algorithm Transformation for Temporal Data Mining. NPC 2009: 93-100 - [i6]Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan:
Inferring Dynamic Bayesian Networks using Frequent Episode Mining. CoRR abs/0904.2160 (2009) - [i5]Yong Cao, Debprakash Patnaik, Sean P. Ponce, Jeremy S. Archuleta, Patrick Butler, Wu-chun Feng, Naren Ramakrishnan:
Towards Chip-on-Chip Neuroscience: Fast Mining of Frequent Episodes Using Graphics Processors. CoRR abs/0905.2200 (2009) - [i4]Debprakash Patnaik, Sean P. Ponce, Yong Cao, Naren Ramakrishnan:
Accelerator-Oriented Algorithm Transformation for Temporal Data Mining. CoRR abs/0905.2203 (2009) - 2008
- [j1]Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan:
Inferring neuronal network connectivity from spike data: A temporal data mining approach. Sci. Program. 16(1): 49-77 (2008) - [i3]Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan:
Inferring Neuronal Network Connectivity from Spike Data: A Temporal Datamining Approach. CoRR abs/0803.0450 (2008) - 2007
- [i2]Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan:
Inferring Neuronal Network Connectivity using Time-constrained Episodes. CoRR abs/0709.0218 (2007) - [i1]K. P. Unnikrishnan, Debprakash Patnaik, P. S. Sastry:
Discovering Patterns in Multi-neuronal Spike Trains using the Frequent Episode Method. CoRR abs/0709.0566 (2007)
Coauthor Index
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