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Christian Omlin
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Extraction of rules from discrete-time recurrent neural networks
CW Omlin, CL Giles
Neural networks 9 (1), 41-52, 1996
2621996
Constructing deterministic finite-state automata in recurrent neural networks
CW Omlin, CL Giles
Journal of the ACM (JACM) 43 (6), 937-972, 1996
2351996
Haar features for FACS AU recognition
J Whitehill, CW Omlin
7th international conference on automatic face and gesture recognition …, 2006
2332006
Pruning recurrent neural networks for improved generalization performance
CL Giles, CW Omlin
IEEE transactions on neural networks 5 (5), 848-851, 1994
1441994
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
1391998
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
1161993
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
1141999
Training second-order recurrent neural networks using hints
CW Omlin, CL Giles
Machine Learning Proceedings 1992, 361-366, 1992
821992
Rule revision with recurrent neural networks
CW Omlin, CL Giles
IEEE Transactions on Knowledge and Data Engineering 8 (1), 183-188, 1996
771996
A hybrid system for signature verification
T Wessels, CW Omlin
Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural …, 2000
752000
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
692013
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
682009
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
681996
Inserting rules into recurrent neural networks
CL Giles, CW Omlin
Neural Networks for Signal Processing II Proceedings of the 1992 IEEE …, 1992
491992
Rule refinement with recurrent neural networks
CL Giles, CW Omlin
IEEE International Conference on Neural Networks, 801-806, 1993
451993
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
381992
The convolutional Tsetlin machine
OC Granmo, S Glimsdal, L Jiao, M Goodwin, CW Omlin, GT Berge
arXiv preprint arXiv:1905.09688, 2019
372019
Encoding subcomponents in cooperative co-evolutionary recurrent neural networks
R Chandra, M Frean, M Zhang, CW Omlin
Neurocomputing 74 (17), 3223-3234, 2011
352011
Extracting salient features for network intrusion detection using machine learning methods
RC Staudemeyer, CW Omlin
South African computer journal 52 (1), 82-96, 2014
342014
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
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