Publications
- Debprakash Patnaik, Srivatsan Laxman, and Naren Ramakrishnan, Discovering Excitatory Networks from Discrete Event Streams with Applications to Neuronal Spike Train Analysis, in Proceedings of The 2009 IEEE International Conference on Data Mining (ICDM 2009), IEEE, December 2009
- Srivatsan Laxman, Vikram Tankasali, and Ryen W. White, Stream prediction using a generative model based on frequent episodes in event sequences, in Proceedings of the 14th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'08), Association for Computing Machinery, Inc., Las Vegas, USA, August 2008
- Srivatsan Laxman, Prasad Naldurg, Raja Sripada, and Ramarathnam Venkatesan, Connections between mining frequent itemsets and learning generative models, in Proceedings of the Seventh International Conference on Data Mining (ICDM 2007), Omaha, NE, USA, Institute of Electrical and Electronics Engineers, Inc., October 2007
- Srivatsan Laxman, P. S. Sastry, and K. P. Unnikrishnan, Discovering frequent generalized episodes when events persist for different durations, in IEEE Transactions on Knowledge and Data Engineering, vol. 19, no. 9, pp. 1188–1201, IEEE Computer Society, September 2007
- Srivatsan Laxman, P. S. Sastry, and K. P. Unnikrishnan, A fast algorithm for finding frequent episodes in event streams, in Proceedings of the 13th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD'07), Association for Computing Machinery, Inc., San Jose, CA, August 2007
- Srivatsan Laxman, Prasad Naldurg, Raja Sripada, and Ramarathnam Venkatesan, Connections between mining frequent itemsets and learning generative models, no. MSR-TR-2007-100, August 2007
- Srivatsan Laxman and P. S. Sastry, A survey of temporal data mining, in SADHANA, Academy Proceedings in Engineering Sciences, vol. 31, pp. 173–198, The Indian Academy of Sciences, April 2006
- Srivatsan Laxman, P. S. Sastry, and K. P. Unnikrishnan, Discovering frequent episodes and learning Hidden Markov Models: A formal connection, in IEEE Transactions on Knowledge and Data Engineering, vol. 17, no. 11, pp. 1505–1517, IEEE Computer Society, November 2005
- Srivatsan Laxman and P. S. Sastry, Speaker adaptation through speaker specific compensation, in Proceedings of IEEE SPCOM 2004, International Conference on Signal Processing and Communications, Bangalore, India, Institute of Electrical and Electronics Engineers, Inc., December 2004
- Srivatsan Laxman, P. S. Sastry, and K. P. Unnikrishnan, Fast algorithms for frequent episode discovery in event sequences, in Proceedings of the 3rd Workshop on Mining Temporal and Sequential Data, SIGKDD, Seattle, WA, Association for Computing Machinery, Inc., August 2004
- Srivatsan Laxman and P. S. Sastry, Text-dependent speaker recognition using speaker specific compensation, in Proceedings of IEEE TENCON 2003, Conference for convergent technologies for Asia-Pacific Region, Bangalore, India, Institute of Electrical and Electronics Engineers, Inc., October 2003
- Srivatsan Laxman, P. S. Sastry, and K. P. Unnikrishnan, Generalized frequent episodes in event sequences, in Temporal Data Mining Workshop Notes, SIGKDD, Edmonton, Alberta, Canada, Association for Computing Machinery, Inc., July 2002
