Christian Omlin
Title
Cited by
Cited by
Year
Recurrent neural networks: design and applications
L Medsker, LC Jain
CRC press, 1999
4061999
Extraction of rules from discrete-time recurrent neural networks
CW Omlin, CL Giles
Neural networks 9 (1), 41-52, 1996
2311996
Constructing deterministic finite-state automata in recurrent neural networks
CW Omlin, CL Giles
Journal of the ACM (JACM) 43 (6), 937-972, 1996
2231996
Haar features for FACS AU recognition
J Whitehill, CW Omlin
7th international conference on automatic face and gesture recognition …, 2006
2182006
Fuzzy finite-state automata can be deterministically encoded into recurrent neural networks
CW Omlin, KK Thornber, CL Giles
IEEE Transactions on Fuzzy Systems 6 (1), 76-89, 1998
1681998
Equivalence in knowledge representation: automata, recurrent neural networks, and dynamical fuzzy systems
CL Giles, CW Omlin, KK Thornber
Proceedings of the IEEE 87 (9), 1623-1640, 1999
1471999
Pruning recurrent neural networks for improved generalization performance
CL Giles, CW Omlin
IEEE transactions on neural networks 5 (5), 848-851, 1994
1361994
Extraction, insertion and refinement of symbolic rules in dynamically driven recurrent neural networks
CL Giles, CW Omlin
Connection Science 5 (3-4), 307-337, 1993
1101993
A hybrid system for signature verification
T Wessels, CW Omlin
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000
742000
Rule revision with recurrent neural networks
CW Omlin, CL Giles
IEEE Transactions on Knowledge and Data Engineering 8 (1), 183-188, 1996
721996
Training second-order recurrent neural networks using hints
CW Omlin, CL Giles
Machine Learning Proceedings 1992, 361-366, 1992
711992
Stable encoding of large finite-state automata in recurrent neural networks with sigmoid discriminants
CW Omlin, CL Giles
Neural Computation 8 (4), 675-696, 1996
661996
Evaluating performance of long short-term memory recurrent neural networks on intrusion detection data
RC Staudemeyer, CW Omlin
Proceedings of the South African Institute for Computer Scientists and …, 2013
552013
Rule refinement with recurrent neural networks
CL Giles, CW Omlin
IEEE International Conference on Neural Networks, 801-806, 1993
471993
Inserting rules into recurrent neural networks
CL Giles, CW Omlin
Neural Networks for Signal Processing II Proceedings of the 1992 IEEE …, 1992
471992
Credit card transactions, fraud detection, and machine learning: Modelling time with LSTM recurrent neural networks
B Wiese, C Omlin
Innovations in neural information paradigms and applications, 231-268, 2009
442009
Heuristics for the extraction of rules from discrete-time recurrent neural networks
CW Omlin, CL Giles, CB Miller
[Proceedings 1992] IJCNN International Joint Conference on Neural Networks 1 …, 1992
361992
Encoding subcomponents in cooperative co-evolutionary recurrent neural networks
R Chandra, M Frean, M Zhang, CW Omlin
Neurocomputing 74 (17), 3223-3234, 2011
342011
Estimation of trust metrics for MANET using QoS parameter and source routing algorithms
D Umuhoza, JI Agbinya, CW Omlin
The 2nd International Conference on Wireless Broadband and Ultra Wideband …, 2007
342007
Extraction and insertion of symbolic information in recurrent neural networks
CW Omlin, CL Giles
Artificial Intelligence and Neural Networks: Steps Towards principled …, 1994
321994
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