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file type image Bakker B., Kappen H.J. Survival analysis: a neural-bayesian approach. Proceedings Artificial Neural Networks in Medicine and Biology, pp. 162-167, 2000 BibTEX

Vlassis N., Motomura Y. Independent component analysis with the em and fft algorithms. IEEE Trans. Neural Networks, 2000 BibTEX

Cemgil A.T., Kappen H.J. A graphical model for music transcription. In Neural Information Processing System, NIPS 2000, Denver, USA, 2000 BibTEX

file type image Spanjers J.J., Wiegerinck W.A.J.J. Em algorithms for self-organizing maps. IJCNN'2000, Int. Joint conference on neural networks, 2000 BibTEX


file type image Wiegerinck W.A.J.J. Classification with multiple latent variable models using maximum entropy discrimination. Int. Conference on Machine Learning, pp. 1143-1150, 2000 BibTEX

Wiegerinck W.A.J.J. Book review. Artificial Intelligence in Medicine, vol. 18, no. 3, pp. 267-270, 2000 BibTEX

Kappen H.J., Wiegerinck W.A.J.J. Stochastic dynamics with dominant self-coupling. Presentation "Learning",, 2000 BibTEX

Heskes T.M., Kappen H.J. An application of linear response learning. Proceedings of the 12th Belgium-Netherlands Artificial Intelligence Conference, pp. 117-124, 2000 BibTEX

file type image Cemgil A.T., Kappen H.J., Desain P., Honing H. On tempo tracking: tempogram representation and kalman filtering. Int Computer Music Conf., Berlin, Sept. 2000, pp. 352-355, 2000 BibTEX

Wiegerinck W.A.J.J. Variational approximations between mean field theory and the junction tree algorithm. Proceedings of the 12th Belgium-Netherlands Artificial Intelligence Conference, pp. 339-340, 2000 BibTEX

Hagen S. ten Neural q-learning. 2000 BibTEX

Hagen S. ten, Krose B.J.A. Q-learning for systems with continuous state and action spaces. Proceedings of the 10th Belgian-Duthc Conference on Machine Learning, pp. 47-54, 2000 BibTEX

Apolloni B., Orovas C., Taylor J., Fellenz W., Gielen C.C.A.M. A general framework for symbol and rule extraction in neural networks. Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, pp. CD-rom, 2000 BibTEX

Pantic L., Torres J.J., Kappen H.J. Coincidence detection with dynamic synapses. Abstract Workshop NIPS'00, vol. 13, pp. workshop, 2000 BibTEX

file type image Pantic L., Torres J.J., Kappen H.J. On the role of dynamical synapses in coincidence detection. Proceedings of CNS'2000, Neurocomputing, vol. 38-40, pp. 285-291, 2000 BibTEX

Apolloni B., Orovas C., Taylor J., Fellenz W., Gielen C.C.A.M. A general framework for symbol and rule extraction in neural networks. 2000 BibTEX

McGilloway S., Cowie R., Douglas-Cowie E., Gielen C.C.A.M., Stroeve S. Approaching automatic recognition of emotion from voice: a rough benchmark. Proceedings of the ISCA workshop on Speech and Emotion. Newcastle, Northern Ireland, pp. 207-212, 2000 BibTEX

Keijsers N.L.W., Horstink M.W.I.M., Hilten J. van, Gielen C.C.A.M. Detection and assessment of the severity of levodopa induced dyskinesia in patients with parkinson's disease by neural networks.. Movement Disorders, vol. 15, pp. 1104-1111, 2000 BibTEX

Hagen S. ten Convergence of q-learning for a lqr task with an unknown noisy system. International Journal of Control, 2000 BibTEX

file type image Cornelissen N.L., Scheenen W.J.J.M., Koopman W.J.H., Roubos E.W., Gielen C.C.A.M. Minimal model for intracellular calcium oscillations and electrical bursting in mlanotrope cells of xenopus laevis. Neural Computation, vol. 13, pp. 113-137, 2000 BibTEX

Kappen H.J. Predicting newspaper sales: jed system 'weathers' the tests. Newspaper Techniques, 2000 BibTEX

Leisink M.A.R., Kappen H.J. Learning higher order boltzmann machines using linear response. Neural Networks, vol. 13, pp. 329--335, 2000 BibTEX

file type image Akaho S., Kappen H.J. Nonmonotonic generalization bias of gaussian mixture models. Ned tijdschrift voor Natuurkunde, vol. 12, pp. 1411�1427, 2000 BibTEX

Laar P. van de, Gielen C.C.A.M. Partial retraining: a new approach to input relevance determination. International Journal of Neural Systems A, vol. 9, pp. 75-85, 1999 BibTEX

Laar P. van de Pruning using parameter and neuronal metrics. Neural Computation, vol. 11, no. 4, pp. 977-993, 1999 BibTEX

file type image Barber D., Wiegerinck W.A.J.J. Tractable variational structures for approximating graphical models. Advances in Neural Information Processing Systems 11, vol. 11, pp. 183-189, 1999 BibTEX

file type image Barber D., Laar P. van de Variational cumulant expansions for intractable distributions. Journal of Artificial Intelligence Research, vol. 10, pp. 435-455, 1999 BibTEX

Bakker B. Model clustering by deterministic annealing. Proceedings of the European Symposium on Artificial Neural Networks '99, pp. 87-92, 1999 BibTEX

file type image Barber D., Wiegerinck W.A.J.J. Generative vector quantisation. Proceedings International Conference on Artificial Neural Networks 9, vol. 2, pp. 934-940, 1999 BibTEX

file type image Leisink M.A.R., Kappen H.J. Validity of tap equations in neural network. Proceedings International Conference on Artificial Neural Networks 9, vol. 2, pp. 425-431, 1999 BibTEX

Bakker B. A neural-bayesian approach to survival analysis. Proceedings International Conference on Artificial Neural Networks 9, vol. 2, pp. 832-837, 1999 BibTEX

file type image Stroeve S., Kappen H.J., Gielen C.C.A.M. Stimulus segmentation in a stochastic neural network with exogenous signals. Proceedings International Conference on Artificial Neural Networks 9, vol. 2, pp. 732-737, 1999 BibTEX

file type image Wiegerinck W.A.J.J., Kappen H.J., Nijman M.J., Braak E.W.M.T. ter, Burg W.J.P.P. ter, Ying-Lie O. Approximate inference for medical diagnosis. Pattern Recognition Letters, vol. 20, pp. 1231-1239, 1999 BibTEX

Kappen H.J., Leisink M.A.R. On the validity of mean field theory for finite size boltzmann machines. Proceedings Snowbird 99, Utah, USA, 1999 BibTEX

Kappen H.J., Wiegerinck W.A.J.J., Nijman M.J. Promedas. a probabilistic medical diagnostic advisory system. Presentatie project Promedas, 1999 BibTEX

file type image Cemgil A.T., Desain P., Kappen H.J. Rhythm quantization for transcription. Proceedings of the AISB'99 Convention, pp. 140-146, 1999 BibTEX

file type image Wiegerinck W.A.J.J., Nijman M.J., Burg W.J.P.P. ter, Braak E.W.M.T. ter, Ying-Lie O., Neijt J.P. Inference and advisory systems for medical diagnosis. 1999 BibTEX

Kappen H.J., Wiegerinck W.A.J.J., Nijman M.J., Braak E.W.M.T. ter, Burg W.J.P.P. ter, Ying-Lie O. Promedas. a probabilistic medical diagnostic advisory system. AIM'99, pp. 16, 1999 BibTEX

Barber D., Wiegerinck W.A.J.J. Generative vector quantisation. 1999 BibTEX

Heskes T.M. Energy functions for self-organizing maps. Kohonen Maps., pp. 303-315, 1999 BibTEX

file type image Kappen H.J. Glauber machines. Technical Report SNN, NIPS'99 rejected, 1999 BibTEX

Bakker B., Kappen H.J. A variational approach to bayesian survival analysis. Advances in Neural Information Processing Systems 11, 1999 BibTEX

Barber D., Wiegerinck W.A.J.J. Generative vector quantisation for feature discovery and classification. 1999 BibTEX

Barber D., Wiegerinck W.A.J.J. Feature discovery using generative vector quantisation. Neural Computation, 1999 BibTEX


Stroeve S. Neue post, prototype study. 1999 BibTEX


Barber D. Supermarket customers-understanding their appreciation. 1999 BibTEX

Keijsers N.L.W., Horstink M.W.I.M., Gielen C.C.A.M. Detection and assessment of the severity of levodopa induced dyskinesia in patients with parkinson's disease by neural networks. Proceedings of the 11th Belgium/Netherlands Artificial Intelligence Conference, pp. 179-186, 1999 BibTEX

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