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Bounds on marginal probability distributions

Mooij, J.M. ; Kappen, B.

2009, Article / Letter to editor (Advances in Neural Information Processing Systems, vol. 22, (2009), pp. 1105-1113)
Multipoint approximations of identity-by-descent probabilities for accurate linkage analysis of distantly related individuals.

Albers, C.A. ; Stankovich, J.; Thomson, R.; Bahlo, M.; Kappen, H.J.

2008, Article / Letter to editor (American Journal of Human Genetics, vol. 82, iss. 3, (2008), pp. 607-622)
Graphical model inference in optimal control of stochastic multi-agent systems.

Broek, L.J. van den ; Wiegerinck, W.A.J.J. ; Kappen, H.J.

2008, Article / Letter to editor (The Journal of Artificial Intelligence Research, vol. 32, iss. May-Aug, (2008), pp. 95-122)
Self-organization using synaptic plasticity

Gomez, V.; Kaltenbrunner, A.; Lopez, V.; Kappen, H.J.

2008, Article / Letter to editor (Advances in Neural Information Processing Systems, vol. 21, (2008), pp. 513-520)
Optimal control in large stochastic multi-agent systems

Broek, L.J. van den ; Wiegerinck, W.A.J.J. ; Kappen, H.J.

2008, Part of book or chapter of book (Tuyls, K.; Nowe, A.; Guessoum, Z. (ed.), Adaptive Agents and Multi-Agent Systems III, Adaptation and Multi-Agent Learning, 5th, 6th, and 7th European Symposium, ALAMAS 2005-2007 on Adaptive and Learning Agents and Multi-Agent Systems, Revised Selected Papers, pp. 15-26)
Sufficient Conditions for Convergence of the Sum-Product Algorithm

Mooij, J.M. ; Kappen, H.J.

2007, Article / Letter to editor (IEEE Transactions on Information Theory, vol. 53, iss. 12, (2007), pp. 4422-4437)
Input-Driven Oscillations in Networks with Excitatory and Inhibitory Neurons with Dynamic Synapsis

Marinazzo, D.; Kappen, H.J. ; Gielen, C.C.A.M.

2007, Article / Letter to editor (Neural Computation, vol. 19, iss. 7, (2007), pp. 1739-1765)
Haplotype Inference in General Pedigrees using the Cluster Variation Method

Albers, C.A. ; Heskes, T.M. ; Kappen, H.J.

2007, Article / Letter to editor (Genetics (Austin), vol. 177, (2007), pp. 1101-1116)
Loop corrected belief propagation.

Mooij, J.; Wemmenhove, S.; Kappen, H.J. ; Rizzo, T.

2007, Article in monograph or in proceedings (Artificial Intelligence and Statistics, pp. 8)
Inference in the Promedas medical expert system

Wemmenhove, B. ; Mooij, J.M. ; Wiegerinck, W.A.J.J. ; Leisink, M.A.R. ; Kappen, H.J. ; Neijt, J.P.

2007, Article in monograph or in proceedings (11th Conference on Artificial Intelligence in Medicine (AIME 07), pp. 456-460)
Cavity approximation for graphical models

Rizzo, T.; Wemmenhove, B. ; Kappen, H.J.

2007, Article / Letter to editor (Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics, vol. 76, iss. 1, (2007), pp. 1-9)
Haplotype inference in general pedigrees using the cluster variation method.

Albers, C.A. ; Heskes, T.M. ; Kappen, H.J.

2007, Article / Letter to editor (Genetics (Austin), vol. 177, iss. 2, (2007), pp. 1101-1116)
Modeling linkage disequilibrium in exact linkage

Albers, C.A. ; Kappen, H.J.

2007, Article in monograph or in proceedings (Gene Expression Analysis and Approaches to Detecting Multiple Functional Loci, pp. S159)
Optimal Control in Large Stochastic Multi-Agent Systems

Broek, L.J. van den ; Wiegerinck, W.A.J.J. ; Kappen, H.J.

2007, Article in monograph or in proceedings (Alamas 07, pp. 9-10)
Optimal on-line scheduling in stochastic multi-agent systems in continous space and time

Wiegerinck, W.A.J.J. ; Broek, L.J. van den ; Kappen, H.J.

2007, Article in monograph or in proceedings (AAMAS, pp. 749-756)
Truncating the loop series expansion for belief propagation

Gómez, V.; Mooij, J.M. ; Kappen, H.J.

2007, Article / Letter to editor (Journal of Machine Learning Research, vol. 8, iss. september, (2007), pp. 1987-2016)
Competition between synaptic depression and facilitation in attractor neural networks.

Torres, J.J.; Cortes, J.M.; Marro, J.; Kappen, H.J.

2007, Article / Letter to editor (Neural Computation, vol. 19, iss. 10, (2007), pp. 2739-2755)
Input-driven oscillations in networks with excitatory and inhibitory neurons with dynamic synapses.

Marinazzo, D.; Kappen, H.J. ; Gielen, S.C.A.M.

2007, Article / Letter to editor (Neural Computation, vol. 19, iss. 7, (2007), pp. 1739-1765)
Loop Corrections for Approximate Inference on Factor Graphs

Mooij, J.M. ; Kappen, H.J.

2007, Article / Letter to editor (Journal of Machine Learning Research, vol. 8, iss. may, (2007), pp. 1113-1143)
Competition between synaptic depression and facilitation in attractor neural networks,

Torres, J.J.; Cortes, J.M.; Marro, J.; Kappen, H.J.

2007, Article / Letter to editor (Neural Computation, vol. 19, iss. 10, (2007), pp. 2739-2755)
Attractor neural networks with activity-dependent synapses: The role of synaptic facilitation.

Torres, J.J.; Cortes, J.M.; Marro, J.; Kappen, H.J.

2007, Article / Letter to editor (Neurocomputing, vol. 70, iss. 10-12, (2007), pp. 2022-2025)
Cavity approximation for graphical models.

Rizzo, T.; Wemmenhove, B. ; Kappen, H.J.

2007, Article / Letter to editor (Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics, vol. 76, iss. 1 Pt 1, (2007), pp. 011102-1-011102)
A Generative Model for Music Transcription

Cemgil, A.T.; Kappen, H.J. ; Barber, D.

2006, Article / Letter to editor (IEEE Transactions on Speech and Audio Processing, vol. 14, iss. 2, (2006), pp. 679-694)
Computer stelt straks medische diagnose: Zeg eens @,

Mols, B.; Neijt, J.P.; Kappen, H.J.

2006, Contribution for newspaper or weekly magazine (Intermediair, , pp. 51-54)
Survey propagation at finite temperature: application to a Sourlas code as a toy model

Wemmenhove, B. ; Kappen, H.J.

2006, Article / Letter to editor (Journal of Physics a : Mathematical and General, vol. 39, iss. 6, (2006), pp. 1265-1283)
Stochastic optimal control in continous space-time multi-agent systems.

Wiegerinck, W.A.J.J. ; Broek, L.J. van den ; Kappen, H.J.

2006, Article in monograph or in proceedings (UAI, pp. 528-535)
Effects of Fast Presynaptic Noise in Attractor Neural Networks

Cortes, J.M.; Torres, J.J.; Marro, J.; Garrido, P.L.; Kappen, H.J.

2006, Article / Letter to editor (Neural Computation, vol. 18, iss. 3, (2006), pp. 614-633)
Path integrals and symmetry breaking for optimal control theory

Kappen, H.J.

2005, Article / Letter to editor (Journal of Statistical Mechanics : Theory and Experiment, vol. November, (2005), pp. P11011-P11011-24)
A linear theory for control of non-linear stochastic systems

Kappen, H.J.

2005, Article / Letter to editor (Physical Review Letters, vol. 95, iss. 200201, (2005), pp. 1-4)
On the properties of the Bethe approximation and loopy belief propagation on binary networks

Mooij, J.M. ; Kappen, H.J.

2005, Article / Letter to editor (Journal of Statistical Mechanics : Theory and Experiment, iss. 11, (2005), pp. P11012-11012)
Validity Estimates for Loopy Belief Propagation on Binary Real-world Networks

Mooij, J.M. ; Kappen, H.J.

2005, Article / Letter to editor (Advances in Neural Information Processing Systems, vol. 17, iss. 17, (2005), pp. 945-952)
Sufficient conditions for convergence of Loopy Belief Propagation

Mooij, J.M. ; Kappen, H.J.

2005, Article in monograph or in proceedings (UAI 2005, pp. 396-403)
Algorithms for Identification and Categorization

Cortes, J.M.; Garrido, P.L.; Kappen, H.J. ; Marro, J.; Morrillas, C.; Navivad, D.; J.J., T.

2005, Article in monograph or in proceedings (AIP Conference, pp. 178-184)
Improving Cox survival analysis with a neural-Bayesian approach

Bakker, B.J.; Heskes, T.M. ; Neijt, J.P.; Kappen, H.J.

2004, Article / Letter to editor (Statistics in Medicine, vol. 23, iss. 19, (2004), pp. 2989-3012)
Storage capacity of attractor neural networks with depressing synapses

Torres, J.J.; Pantic, L.; Kappen, H.J.

2002, Article / Letter to editor (Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics, vol. 66, iss. 6 Pt 1, (2002), pp. 061910)
”PROMEDAS” : a probabilistic decision support system for medical diagnosis

Kappen, H.J. ; Wiegerinck, W.A.J.J. ; Akay, E.; Nijman, M.J.; Neijt, J.P.; Beek, A.P. van; Koning, E. de

2002, Book (monograph)
Approximate Algorithms for Neural-Bayesian Approaches.

Heskes, T.M. ; Bakker, B.J.; Kappen, H.J.

2002, Article / Letter to editor (Theoretical Computer Science, vol. 287, (2002), pp. 219-238)
Approximate reasoning: real world applications of graphical models

Kappen, H.J. ; Gielen, C.C.A.M. ; Wiegerinck, W.A.J.J. ; Cemgil, A.T.; Heskes, T.M. ; Nijman, M.; Leisink, M.

2001, Part of book or chapter of book (Uesaka, Y. (ed.), Foundations of Real-World Intelligence, pp. 73-121)
A dynamic belief network implementation for realtime music transcription

Kappen, H.J. ; Cemgil, A.T.

2001, Article in monograph or in proceedings (Proceedings of the 13th Belgian-Dutch Conference on Artificial Intelligence, pp. 473-474)
Predicting newspaper sales: JED system 'weathers' the test

Kappen, H.J. ; Heskes, T.

2000, Article / Letter to editor (Ifra Magazine, iss. May, (2000), pp. 58-59)
Mean field theory for asymmetric neural networks

Kappen, H.J. ; Spanjers, J.J.

2000, Article / Letter to editor (Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics, vol. 61, (2000), pp. 5658-5663)
Constructing modular architectures with Boltzmann machines

Kappen, H.J.

2000, Part of book or chapter of book (Ritter, H.; Cruse, H.; Dean, J. (ed.), Prerational Intelligence: Adaptive Behavior and Intelligent Systems Without Symbols and Logic, pp. 157-164)
Variational methods for approximate reasoning in graphical models

Wiegerinck, W.A.J.J. ; Kappen, H.J. ; Leisink, M.A.R. ; Barber, D.; Stroeve, S.; Heskes, T.M. ; Gielen, C.C.A.M.

2000, Article in monograph or in proceedings (RWC'2000 : proceedings of the Real World Computing Symposium, pp. 265-270)
Rhythm quantization for transcription

Cemgil, A.T.; Desain, P.W.M. ; Kappen, H.J.

2000, Article / Letter to editor (Computer Music Journal. --, vol. 24, iss. 2, (2000), pp. 60-75)
Kansrijke methoden voor kunstmatig leren en redeneren

Kappen, H.J. ; Leisink, M.A.R.

2000, Article / Letter to editor (Nederlands Tijdschrift voor Natuurkunde, vol. 66, (2000), pp. 14-19)

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