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file type image Broek J.L. van den, Wiegerinck W.A.J.J., Kappen H.J. Risk sensitive path integral control. UAI, vol. 26, pp. 1-8, 2010 BibTEX

file type image Krant artikel Software voor dna-identificatie slachtoffers tripoli. Website Radboud University, 2010 BibTEX

file type image Mejias FF., Kappen H.J., Torres J.J. Irregular dynamics in up and down cortical states. Plos One, vol. 5, no. 11, pp. 1-13, 2010 BibTEX

Dongen van C.J., Slooten K., Slagter M., Burgers W.G., Wiegerinck W.A.J.J. Application of software based on bayesian networks in dna disaster victim identification.. English Speaking Working Group (ESWG) International Society of Forensic Genetics (ISFG), pp. 1, 2010 BibTEX

Dongen van C.J., Kooten van C., Slooten K., Slagter M., Burgers W.G., Wiegerinck W.A.J.J. Software based on bayesian networks assists in dvi after the afriqiyah airways flight 8u771 crash in tripoli. Genetic Identity Conference Proceedings 21st International Symposium on Human Identification (Promega), vol. 21, pp. 1, 2010 BibTEX

Burgers W.G., Wiegerinck W.A.J.J. Bonaparte disaster victim identification system. BNAIC, vol. 22nd, no. Best demo award, pp. 2, 2010 BibTEX

file type image Gómez V., Kappen H.J., Chertkov, M Approximate inference on planar graphs using loop calculus and belief propagation. Proceedings UAI, vol. 25, pp. no pages, 2009 BibTEX

file type image Bruijning-van Dongen C.J., Slooten K., Burgers W.G., Wiegerinck W.A.J.J. Bayesian networks for victim identification on the basis of dna profiles. Forensic Science International: Genetics Supplement Series, vol. Genetics Supplem, no. Series 2, pp. 466-468, 2009 BibTEX

file type image Gómez V., Kaltenbrunner A., López V., Kappen H.J. Self-organization using synaptic plasticity. Advances in Neural Information Processing Systems, vol. 22, pp. 513-520, 2009 BibTEX

file type image Mooij J.M., Kappen H.J. Bounds on marginal probability distributions. Neural Information Processing Systems, vol. 22, pp. 1105-1113, 2009 BibTEX

file type image Mooij J.M., Kappen H.J. Novel bounds on marginal probabilities. Journal for Machine Learning Research (JMLR), 2009 BibTEX

file type image Journalist Promedas: probabilistic medical diagnostic advisory system. Interactive Collaborative Information Systems, pp. 3, 2009 BibTEX

file type image Llera A., Gómez V., Kappen H.J. Sparse matrix factorization for brain computer interfaces_. Proceedings of ABCI workshop, vol. xx, no. xx, pp. xxx, 2009 BibTEX

file type image Journalist Bonaparte - disaster victim identification. Interactive Collaborative Information Systems, pp. 2, 2009 BibTEX

file type image Mejias FF., Torres J.J., Johnson S., Kappen H.J. Switching dynamics of neural systems in the presence of multiplicative colored noise. Bio-Inspired Systems: Computational and Ambient Intelligence, pp. 17-23, 2009 BibTEX

file type image Janss L., Kappen H.J. Bayesian construction of perceptrons to predict phenotypes from 584k snp data.. PASCAL Computational Statistics Workshop, pp. Presentation, 2009 BibTEX

Gheshlaghi Azar M., Kappen H.J. Dynamic policy programming with kl-divergence minimization. NIPS Workshop on Probabilistic Approaches for Stochastic Optimal Control and Robotics, 2009 BibTEX

file type image Broek J.L. van den, Wiegerinck W.A.J.J., Kappen H.J. Graphical model inference in optimal control of stochastic multi-agent systems. Journal of Artificial Intelligence Research, vol. 32, pp. 95-122, 2008 BibTEX

file type image Broek J.L. van den, Wiegerinck W.A.J.J., Kappen H.J. Optimal control in large stochastic multi-agent systems. Adaptive Agents and Multi-Agent Systems III. Adaptation and Multi-Agent Learning, vol. 4865, pp. 15-26, 2008 BibTEX

file type image Broek J.L. van den, Wiegerinck W.A.J.J., Kappen H.J. Optimal control in large stochastic multi-agent systems. Alamas 07, Maastricht 2-3 April., pp. 9-20, 2008 BibTEX


Albers C.A., Stankovich J., Thomson T., Bahlo M., Kappen H.J. Multipoint approximations of identity-by-descent probabilities for accurate linkage analysis of distantly-related individuals. American Journal of Human Genetics, vol. 82, no. web only, pp. 607-622, 2008 BibTEX

file type image Bentley P.J. The desktop doctor. Pattern Analysis, Statistical Modelling and Computational Learning 2004-2008, no. ISBN: 978-0-9559, pp. 22-23, 2008 BibTEX

file type image Welling M., Teh Y., Kappen H.J. Hybrid variational / gibbs collapsed inference in topic models. UAI, vol. Website Only, pp. 1-8, 2008 BibTEX

Mooij J.M. Understanding and improving belief propagation. PhD Thesis, pp. x, 2008 BibTEX

Albers C.A. Approximate inference methods for genetic linkage analysis. PhD Thesis, pp. x, 2008 BibTEX

Torres J.J., Marro J., Cortes J.M., Wemmenhove B. Instabilities in attractor networks with fast synaptic fluctuations and partial updating of the neurons activity.. Neural Networks, vol. 21, no. 9, pp. 1272-1277, 2008 BibTEX

Albers C.A., Kappen H.J. Modeling linkage disequilibrium in exact linkage. BMC Proceedings of the genetic Analysis Workshop 15: Gene Expression Analysis and Approaches to Detecting Multiple Functional, vol. 1, pp. S159, 2007 BibTEX

Voskamp N. Elektronische denktank helpt betere diagnose te stellen. STW - 25 jaar Wetenschap in Bedrijf, pp. x, 2007 BibTEX

file type image Gómez V., Mooij J.M., Kappen H.J. Truncating the loop series expansion for bp.. Journal for Machine Learning Research (JMLR), vol. 8, pp. 1987-2016, 2007 BibTEX

file type image Wiegerinck W.A.J.J., Broek J.L. van den, Kappen H.J. Optimal on-line scheduling in stochastic multi-agent systems in continuous space and time. AAMAS'07, vol. website, pp. 1-8, 2007 BibTEX

file type image Kappen H.J. An introduction to stochastic control theory, path integrals and reinforcement learning.. In 9th Granada seminar on Computational Physics: Computational and Mathematical Modeling of Cooperative Behavior in Neural Systems., pp. 149-181, 2007 BibTEX

Torres J.J., Marro J., Cortes J.M., Kappen H.J. Attractor neural networks with activity-dependent synapses: the role of synaptic facilitation.. Neurocomputing, vol. 70, no. 10-12, pp. 2022-2025, 2007 BibTEX

file type image Rizzo T., Wemmenhove B., Kappen H.J. Cavity approximation for graphical models. Physical Review E, section Statistical physics, vol. Rev. E 76, no. 011102, pp. 9 pages, 2007 BibTEX

file type image Wemmenhove B., Mooij J.M., Wiegerinck W.A.J.J., Leisink M.A.R., Kappen H.J., Neijt J.P. Inference in the promedas medical expert system. Proceedings of the 11th Conference on Artificial Intelligence in Medicine (AIME 07), vol. 4594, pp. 456-460, 2007 BibTEX

file type image Marinazzo D., Kappen H.J., Gielen C.C.A.M. Input-driven oscillations in networs with excitatory and inhibitory neurons with dynamic synapses. Neural Computation, vol. 19, pp. 1739-1765, 2007 BibTEX

file type image Mooij J.M., Wemmenhove B., Kappen H.J., Rizzo T. Loop corrected belief propagation. Proceedings AISTATS 2007, vol. Website, pp. 8 pages, 2007 BibTEX

file type image Torres J.J., Cortes J.M., Marro J., Kappen H.J. Competition between synaptic depression and facilitation in attractor neural networks. Neural Computation, vol. 19, pp. 2739-2755, 2007 BibTEX

file type image Mooij J.M., Kappen H.J. Sufficient conditions for convergence of the sum-product algorithm. IEEE Transactions on Information Theory, vol. 53, no. 12, pp. 4422-4437, 2007 BibTEX

file type image Mooij J.M., Kappen H.J. Loop corrections for approximate inference on factor graphs. Journal of Machine Learning Research, vol. 8, pp. 1113-1143, 2007 BibTEX

file type image Albers C.A., Kappen H.J. Haplotype inference in general pedigrees using the cluster variation method. Genetics, no. 177, pp. 1101-1116, 2007 BibTEX

file type image Cortes J.M., Torres J.J., Marro J., Garrido P.L., Kappen H.J. Effects of fast presynaptic noise in attractor neural networks. Neural Computation, vol. 18, pp. 614-633, 2006 BibTEX

file type image Albers C.A., Leisink M.A.R., Kappen H.J. The cluster variation method for efficient linkage analysis on extended pedigrees. BMC Bioinformatics, Special issue on Machine Learning in Computational Biology, vol. 7(Suppl 1), pp. S1, 2006 BibTEX

file type image Wemmenhove B., Kappen H.J. Survey propagation at finite temperature: application to a sourlas code as a toy model. J. Phys. A: Math. Gen., vol. 39, pp. 1265-1283, 2006 BibTEX

file type image Cemgil A.T., Kappen H.J., Barber D. A generative model for music transcription. IEEE Transactions on Speech and Audio Processing, vol. 14, pp. 679-694, 2006 BibTEX

file type image Mols B., Neijt J.P., Kappen H.J. Computer stelt straks medische diagnose: zeg eens @. Intermediair, pp. 51-53, 2006 BibTEX

file type image Veelenturf A., Leisink M.A.R. Zeg 'ns @: consult met hulp van pc. Alegemeen Dagblad, thema, pp. 26-27, 2006 BibTEX

file type image Brinkman A., Leisink M.A.R. Computer helpt bij diagnose. Mednet magazine, no. 14, pp. 7-8, 2006 BibTEX

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