Inferring Neuronal Network Connectivity using Time-constrained Episodes - Debprakash Patnaik; P. S. Sastry 001; K. P. Unnikrishnan (CoRR, 2007)

Discovering Patterns in Multi-neuronal Spike Trains using the Frequent Episode Method - K. P. Unnikrishnan; Debprakash Patnaik; P. S. Sastry 001 (CoRR, 2007)

Inferring Neuronal Network Connectivity from Spike Data: A Temporal Datamining Approach - Debprakash Patnaik; P. S. Sastry 001; K. P. Unnikrishnan (CoRR, 2008)

Inferring neuronal network connectivity from spike data: A temporal data mining approach. - Debprakash Patnaik; P. S. Sastry 001; K. P. Unnikrishnan (Sci. Program., 2008)

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

Sustainable operation and management of data center chillers using temporal data mining. - Debprakash Patnaik; Manish Marwah; Ratnesh K. Sharma; Naren Ramakrishnan (KDD, 2009)

Accelerator-Oriented Algorithm Transformation for Temporal Data Mining. - Debprakash Patnaik; Sean P. Ponce; Yong Cao 003; Naren Ramakrishnan (NPC, 2009)

Temporal Process Discovery in Many Guises. - Naren Ramakrishnan; Debprakash Patnaik; Vandana Sreedharan (Computer, 2009)

Inferring Dynamic Bayesian Networks using Frequent Episode Mining - Debprakash Patnaik; Srivatsan Laxman; Naren Ramakrishnan (CoRR, 2009)

Towards Chip-on-Chip Neuroscience: Fast Mining of Frequent Episodes Using Graphics Processors - Yong Cao 003; Debprakash Patnaik; Sean P. Ponce; Jeremy S. Archuleta; Patrick Butler; Wu-chun Feng; Naren Ramakrishnan (CoRR, 2009)

Towards chip-on-chip neuroscience: fast mining of neuronal spike streams using graphics hardware. - Yong Cao 003; Debprakash Patnaik; Sean P. Ponce; Jeremy S. Archuleta; Patrick Butler; Wu-chun Feng; Naren Ramakrishnan (Conf. Computing Frontiers, 2010)

Data Mining for Modeling Chiller Systems in Data Centers. - Debprakash Patnaik; Manish Marwah; Ratnesh K. Sharma; Naren Ramakrishnan (IDA, 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 (IEEE VAST, 2010)

Discovering specific cascades in critical care transfer networks. - K. P. Unnikrishnan; Debprakash Patnaik; Theodore J. Iwashyna (IHI, 2010)

Discovering Life Cycle Assessment Trees from Impact Factor Databases. - Naren Sundaravaradan; Debprakash Patnaik; Naren Ramakrishnan; Manish Marwah; Amip Shah (AAAI, 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 (KDD, 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 (Visualization and Data Analysis, 2011)

Discovering excitatory relationships using dynamic Bayesian networks. - Debprakash Patnaik; Srivatsan Laxman; Naren Ramakrishnan (Knowl. Inf. Syst., 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)

Multiple Uses of Frequent Episodes in Temporal Process Modeling. - Debprakash Patnaik (2011)

Efficient Episode Mining of Dynamic Event Streams. - Debprakash Patnaik; Srivatsan Laxman; Badrish Chandramouli; Naren Ramakrishnan (ICDM, 2012)

Streaming Algorithms for Pattern Discovery over Dynamically Changing Event Sequences - Debprakash Patnaik; Naren Ramakrishnan; Srivatsan Laxman; Badrish Chandramouli (CoRR, 2012)

Parallel Mining of Neuronal Spike Streams on Graphics Processing Units. - Yong Cao 003; Debprakash Patnaik; Sean P. Ponce; Jeremy S. Archuleta; Patrick Butler; Wu-chun Feng; Naren Ramakrishnan (Int. J. Parallel Program., 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)

A general streaming algorithm for pattern discovery. - Debprakash Patnaik; Srivatsan Laxman; Badrish Chandramouli; Naren Ramakrishnan (Knowl. Inf. Syst., 2013)

Improved Multiple Sequence Alignments Using Coupled Pattern Mining. - K. S. M. Tozammel Hossain; Debprakash Patnaik; Srivatsan Laxman; Prateek Jain 002; Chris Bailey-Kellogg; Naren Ramakrishnan (IEEE ACM Trans. Comput. Biol. Bioinform., 2013)