 | 2009 |
| 14 |  | Srivatsan Laxman,
Basel Shadid,
P. S. Sastry,
K. P. Unnikrishnan:
Temporal data mining for root-cause analysis of machine faults in automotive assembly lines
CoRR abs/0904.4608: (2009) |
| 2008 |
| 13 |  | Debprakash Patnaik,
P. S. Sastry,
K. P. Unnikrishnan:
Inferring Neuronal Network Connectivity from Spike Data: A Temporal Datamining Approach
CoRR abs/0803.0450: (2008) |
| 12 |  | P. S. Sastry,
K. P. Unnikrishnan:
Conditional probability based significance tests for sequential patterns in multi-neuronal spike trains
CoRR abs/0808.3511: (2008) |
| 11 |  | 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) |
| 2007 |
| 10 |  | Srivatsan Laxman,
P. S. Sastry,
K. P. Unnikrishnan:
A fast algorithm for finding frequent episodes in event streams.
KDD 2007: 410-419 |
| 9 |  | Debprakash Patnaik,
P. S. Sastry,
K. P. Unnikrishnan:
Inferring Neuronal Network Connectivity using Time-constrained Episodes
CoRR abs/0709.0218: (2007) |
| 8 |  | 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) |
| 7 |  | Srivatsan Laxman,
P. S. Sastry,
K. P. Unnikrishnan:
Discovering Frequent Generalized Episodes When Events Persist for Different Durations.
IEEE Trans. Knowl. Data Eng. 19(9): 1188-1201 (2007) |
| 2006 |
| 6 |  | K. P. Unnikrishnan,
Naren Ramakrishnan,
P. S. Sastry,
Ramasamy Uthurusamy:
Network reconstruction from dynamic data.
SIGKDD Explorations 8(2): 90-91 (2006) |
| 2005 |
| 5 |  | Srivatsan Laxman,
P. S. Sastry,
K. P. Unnikrishnan:
Discovering Frequent Episodes and Learning Hidden Markov Models: A Formal Connection.
IEEE Trans. Knowl. Data Eng. 17(11): 1505-1517 (2005) |
| 2004 |
| 4 |  | K. P. Unnikrishnan,
Ramasamy Uthurusamy,
Jiawei Han:
The third SIGKDD workshop on mining temporal and sequential data (KDD/TDM 2004).
SIGKDD Explorations 6(2): 152 (2004) |
| 2002 |
| 3 |  | P. S. Sastry,
M. Magesh,
K. P. Unnikrishnan:
Two Timescale Analysis of the Alopex Algorithm for Optimization.
Neural Computation 14(11): 2729-2750 (2002) |
| 1994 |
| 2 |  | K. P. Unnikrishnan,
Kootala P. Venugopal:
Alopex: A Correlation-Based Learning Algorithm for Feedforward and Recurrent Neural Networks.
Neural Computation 6(3): 469-490 (1994) |
| 1992 |
| 1 |  | K. P. Unnikrishnan,
John J. Hopfield,
David W. Tank:
Speaker-Independent Digit Recognition Using a Neural Network with Time-Delayed Connections.
Neural Computation 4(1): 108-119 (1992) |