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2014 | ||
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j12 | Casey Diekman, Kohinoor Dasgupta, Vijay N. Nair, K. P. Unnikrishnan: Discovering Functional Neuronal Connectivity from Serial Patterns in Spike Train Data. Neural Computation 26(7): 1263-1297 (2014) | |

2013 | ||

c3 | Joyce C. Ho, Joydeep Ghosh, K. P. Unnikrishnan: Risk Prediction of a Multiple Sclerosis Diagnosis. ICHI 2013: 175-183 | |

2010 | ||

j11 | P. S. Sastry, K. P. Unnikrishnan: Conditional Probability-Based Significance Tests for Sequential Patterns in Multineuronal Spike Trains. Neural Computation 22(4): 1025-1059 (2010) | |

c2 | K. P. Unnikrishnan, Debprakash Patnaik, Theodore J. Iwashyna: Discovering specific cascades in critical care transfer networks. IHI 2010: 541-544 | |

i7 | Raajay Viswanathan, P. S. Sastry, K. P. Unnikrishnan: Efficient Discovery of Large Synchronous Events in Neural Spike Streams .CoRR abs/1006.1543 (2010) | |

2009 | ||

i6 | Casey Diekman, Kohinoor Dasgupta, Vijay N. Nair, P. S. Sastry, K. P. Unnikrishnan: Statistical Inference of Functional Connectivity in Neuronal Networks using Frequent Episodes. CoRR abs/0902.3725 (2009) | |

i5 | 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 | ||

j10 | 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) | |

i4 | Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan: Inferring Neuronal Network Connectivity from Spike Data: A Temporal Datamining Approach .CoRR abs/0803.0450 (2008) | |

i3 | P. S. Sastry, K. P. Unnikrishnan: Conditional probability based significance tests for sequential patterns in multi-neuronal spike trains .CoRR abs/0808.3511 (2008) | |

2007 | ||

j9 | 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) | |

c1 | Srivatsan Laxman, P. S. Sastry, K. P. Unnikrishnan: A fast algorithm for finding frequent episodes in event streams. KDD 2007: 410-419 | |

i2 | Debprakash Patnaik, P. S. Sastry, K. P. Unnikrishnan: Inferring Neuronal Network Connectivity using Time-constrained Episodes .CoRR abs/0709.0218 (2007) | |

i1 | 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) | |

2006 | ||

j8 | K. P. Unnikrishnan, Naren Ramakrishnan, P. S. Sastry, Ramasamy Uthurusamy: Network reconstruction from dynamic data. SIGKDD Explorations 8(2): 90-91 (2006) | |

2005 | ||

j7 | 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 | ||

j6 | 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 | ||

j5 | 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 | ||

j4 | 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) | |

j3 | P. S. Sastry, G. Santharam, K. P. Unnikrishnan: Memory neuron networks for identification and control of dynamical systems. IEEE Trans. Neural Networks 5(2): 306-319 (1994) | |

1992 | ||

j2 | 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) | |

1991 | ||

j1 | K. P. Unnikrishnan, John J. Hopfield, David W. Tank: Connected-digit speaker-dependent speech recognition using a neural network with time-delayed connections. IEEE Trans. Signal Processing 39(3): 698-713 (1991) |

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