Debprakash Patnaik

According to our database, Debprakash Patnaik authored at least 26 papers between 2007 and 2013.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2013

Improved Multiple Sequence Alignments Using Coupled Pattern Mining.

K. S. M. Tozammel Hossain, Debprakash Patnaik, Srivatsan Laxman, Prateek Jain, Chris Bailey-Kellogg, Naren Ramakrishnan

IEEE ACM Trans. Comput. Biol. Bioinform., 2013

A general streaming algorithm for pattern discovery.

Debprakash Patnaik, Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan

Knowl. Inf. Syst., 2013

2012

Visual exploration of frequent patterns in multivariate time series.

Ming C. Hao, Manish Marwah, Halldór Janetzko, Umeshwar Dayal, Daniel A. Keim, Debprakash Patnaik, Naren Ramakrishnan, Ratnesh K. Sharma

Inf. Vis., 2012

Parallel Mining of Neuronal Spike Streams on Graphics Processing Units.

Yong Cao, Debprakash Patnaik, Sean P. Ponce, Jeremy S. Archuleta, Patrick Butler, Wu-chun Feng, Naren Ramakrishnan

Int. J. Parallel Program., 2012

Streaming Algorithms for Pattern Discovery over Dynamically Changing Event Sequences

Debprakash Patnaik, Naren Ramakrishnan, Srivatsan Laxman, Badrish Chandramouli

CoRR, 2012

Efficient Episode Mining of Dynamic Event Streams.

Debprakash Patnaik, Srivatsan Laxman, Badrish Chandramouli, Naren Ramakrishnan

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011

Multiple Uses of Frequent Episodes in Temporal Process Modeling.

Debprakash Patnaik

PhD thesis, 2011

Temporal data mining approaches for sustainable chiller management in data centers.

Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan

ACM Trans. Intell. Syst. Technol., 2011

Discovering excitatory relationships using dynamic Bayesian networks.

Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan

Knowl. Inf. Syst., 2011

Visualizing frequent patterns in large multivariate time series.

Ming C. Hao, Manish Marwah, Halldór Janetzko, Ratnesh Sharma, Daniel A. Keim, Umeshwar Dayal, Debprakash Patnaik, Naren Ramakrishnan

Proceedings of the Visualization and Data Analysis 2011, 2011

Experiences with mining temporal event sequences from electronic medical records: initial successes and some challenges.

Debprakash Patnaik, Patrick Butler, Naren Ramakrishnan, Laxmi Parida, Benjamin J. Keller, David A. Hanauer

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

Discovering Life Cycle Assessment Trees from Impact Factor Databases.

Naren Sundaravaradan, Debprakash Patnaik, Naren Ramakrishnan, Manish Marwah, Amip Shah

Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

2010

Discovering specific cascades in critical care transfer networks.

K. P. Unnikrishnan, Debprakash Patnaik, Theodore J. Iwashyna

Proceedings of the ACM International Health Informatics Symposium, 2010

Visual analysis of frequent patterns in large time series.

Ming C. Hao, Manish Marwah, Halldor Janetzko, Daniel A. Keim, Umeshwar Dayal, Ratnesh K. Sharma, Debprakash Patnaik, Naren Ramakrishnan

Proceedings of the 5th IEEE Conference on Visual Analytics Science and Technology, 2010

Data Mining for Modeling Chiller Systems in Data Centers.

Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan

Proceedings of the Advances in Intelligent Data Analysis IX, 9th International Symposium, 2010

Towards chip-on-chip neuroscience: fast mining of neuronal spike streams using graphics hardware.

Yong Cao, Debprakash Patnaik, Sean P. Ponce, Jeremy S. Archuleta, Patrick Butler, Wu-chun Feng, Naren Ramakrishnan

Proceedings of the 7th Conference on Computing Frontiers, 2010

2009

Towards Chip-on-Chip Neuroscience: Fast Mining of Frequent Episodes Using Graphics Processors

Yong Cao, Debprakash Patnaik, Sean P. Ponce, Jeremy S. Archuleta, Patrick Butler, Wu-chun Feng, Naren Ramakrishnan

CoRR, 2009

Inferring Dynamic Bayesian Networks using Frequent Episode Mining

Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan

CoRR, 2009

Temporal Process Discovery in Many Guises.

Naren Ramakrishnan, Debprakash Patnaik, Vandana Sreedharan

Computer, 2009

Accelerator-Oriented Algorithm Transformation for Temporal Data Mining.

Debprakash Patnaik, Sean P. Ponce, Yong Cao, Naren Ramakrishnan

Proceedings of the NPC 2009, 2009

Sustainable operation and management of data center chillers using temporal data mining.

Debprakash Patnaik, Manish Marwah, Ratnesh K. Sharma, Naren Ramakrishnan

Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, Paris, France, June 28, 2009

Discovering Excitatory Networks from Discrete Event Streams with Applications to Neuronal Spike Train Analysis.

Debprakash Patnaik, Srivatsan Laxman, Naren Ramakrishnan

Proceedings of the ICDM 2009, 2009

2008

Inferring neuronal network connectivity from spike data: A temporal data mining approach.

Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan

Sci. Program., 2008

Inferring Neuronal Network Connectivity from Spike Data: A Temporal Datamining Approach

Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan

CoRR, 2008

2007

Discovering Patterns in Multi-neuronal Spike Trains using the Frequent Episode Method

K. P. Unnikrishnan, Debprakash Patnaik, P. S. Sastry

CoRR, 2007

Inferring Neuronal Network Connectivity using Time-constrained Episodes

Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan

CoRR, 2007