Stefan C. Kremer
Stefan C. Kremer
School of Computer Science, University of Guelph
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TitleCited byYear
Gradient flow in recurrent nets: the difficulty of learning long-term dependencies
S Hochreiter, Y Bengio, P Frasconi, J Schmidhuber
A field guide to dynamical recurrent neural networks. IEEE Press, 2001
Belief functions: the disjunctive rule of combination and the generalized Bayesian theorem
P Smets
International Journal of approximate reasoning 9 (1), 1-35, 1993
Recurrent neural networks: design and applications
L Medsker, LC Jain
CRC press, 1999
A field guide to dynamical recurrent networks
JF Kolen, SC Kremer
John Wiley & Sons, 2001
New directions in fuzzy automata
M Doostfatemeh, SC Kremer
International Journal of Approximate Reasoning 38 (2), 175-214, 2005
On the computational power of Elman-style recurrent networks
SC Kremer
IEEE Transactions on neural networks 6 (4), 1000-1004, 1995
Clustering unlabeled data with SOMs improves classification of labeled real-world data
R Dara, SC Kremer, DA Stacey
Proceedings of the 2002 International Joint Conference on Neural Networks†…, 2002
Spatiotemporal connectionist networks: A taxonomy and review
SC Kremer
Neural Computation 13 (2), 249-306, 2001
Inducing grammars from sparse data sets: a survey of algorithms and results
O Cicchello, SC Kremer
Journal of Machine Learning Research 4 (Oct), 603-632, 2003
A taxonomy for spatiotemporal connectionist networks revisited: The unsupervised case
GA Barreto, AFR Araķjo, SC Kremer
Neural Computation 15 (6), 1255-1320, 2003
Dynamical neural networks for control
D Prokhorov, G Puskorius, L Feldkamp, J Kolen, S Kremer
A field guide to dynamical recurrent networks 13, 978-0780353695, 2001
Gene prediction based on DNA spectral analysis: a literature review
SA Marhon, SC Kremer
Journal of computational biology 18 (4), 639-676, 2011
Gradient flow in recurrent nets: The difficulty of learning LongTerm dependencies
JF Kolen, SC Kremer
Wiley-IEEE Press, 2001
Neural network architectures for the modeling of dynamical systems
HG Zimmermann, R Neuneier
A Field Guide to Dynamical Recurrent Networks, 311-350, 2001
A survey of QoS/QoE mechanisms in heterogeneous wireless networks
JB Ernst, SC Kremer, JJPC Rodrigues
Physical Communication 13, 61-72, 2014
A testbed for automatic modulation recognition using artificial neural networks
SC Kremer, J Shiels
CCECE'97. Canadian Conference on Electrical and Computer Engineering†…, 1997
A theory of grammatical induction in the connectionist paradigm
SC Kremer
University of Alberta, 1996
From sequences to data structures: Theory and applications
JF Kolen, SC Kremer
Wiley-IEEE Press, 2001
Network intrusion detection system based on recursive feature addition and bigram technique
T Hamed, R Dara, SC Kremer
Computers & Security 73, 137-155, 2018
Beyond edsm
O Cicchello, SC Kremer
International Colloquium on Grammatical Inference, 37-48, 2002
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