Debprakash Patnaik

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. International Journal of Parallel Programming 40(6): 605-632 (2012)

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. Information Visualization 11(1): 71-83 (2012)

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

Debprakash Patnaik, Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan: Efficient Episode Mining of Dynamic Event Streams. ICDM 2012: 605-614

Debprakash Patnaik, Naren Ramakrishnan, Srivatsan Laxman, Badrish Chandramouli: Streaming Algorithms for Pattern Discovery over Dynamically Changing Event Sequences. CoRR abs/1205.4477 (2012)

Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan: Discovering excitatory relationships using dynamic Bayesian networks. Knowl. Inf. Syst. 29(2): 273-303 (2011)

Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan: Temporal data mining approaches for sustainable chiller management in data centers. ACM TIST 2(4): 34 (2011)

Naren Sundaravaradan, Debprakash Patnaik, Naren Ramakrishnan, Manish Marwah, Amip Shah: Discovering Life Cycle Assessment Trees from Impact Factor Databases. AAAI 2011

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

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

Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan: Data Mining for Modeling Chiller Systems in Data Centers. IDA 2010: 125-136

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

K. P. Unnikrishnan, Debprakash Patnaik, Theodore J. Iwashyna: Discovering specific cascades in critical care transfer networks. IHI 2010: 541-544

Naren Ramakrishnan, Debprakash Patnaik, Vandana Sreedharan: Temporal Process Discovery in Many Guises. IEEE Computer 42(8): 97-101 (2009)

Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan: Discovering Excitatory Networks from Discrete Event Streams with Applications to Neuronal Spike Train Analysis. ICDM 2009: 407-416

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

Debprakash Patnaik, Sean P. Ponce, Yong Cao, Naren Ramakrishnan: Accelerator-Oriented Algorithm Transformation for Temporal Data Mining. NPC 2009: 93-100

Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan: Inferring Dynamic Bayesian Networks using Frequent Episode Mining. CoRR abs/0904.2160 (2009)

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)

Debprakash Patnaik, Sean P. Ponce, Yong Cao, Naren Ramakrishnan: Accelerator-Oriented Algorithm Transformation for Temporal Data Mining. CoRR abs/0905.2203 (2009)

Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan: Inferring neuronal network connectivity from spike data: A temporal data mining approach. Scientific Programming 16(1): 49-77 (2008)

Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan: Inferring Neuronal Network Connectivity from Spike Data: A Temporal Datamining Approach. CoRR abs/0803.0450 (2008)

Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan: Inferring Neuronal Network Connectivity using Time-constrained Episodes. CoRR abs/0709.0218 (2007)

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)