Thomas Dyhre Nielsen - Google Scholar Citations

Cited by

	All	Since 2014
Citations	7252	2607
h-index	21	15
i10-index	39	25

520

260

130

390

200120022003200420052006200720082009201020112012201320142015201620172018201919 87 162 254 286 387 434 444 468 491 506 500 505 496 487 462 427 444 288

Co-authors

Helge LangsethNorwegian University of Science and TechnologyVerified email at ntnu.no
Antonio SalmerónUniversity of Almería, SpainVerified email at ual.es
Anders L MadsenCEO at HUGIN EXPERT and Adjunct professor at Aalborg UniversityVerified email at hugin.com
Rafael RumíAssociate Professor, University of AlmeríaVerified email at ual.es
Andres R. MasegosaUniversity of AlmeriaVerified email at ual.es
Ana M. MartínezLarge-Scale Data Specialist, VestasVerified email at vestas.com
Darío Ramos-LópezAssistant Professor, Department of Applied Mathematics, Rey Juan Carlos University, Madrid (Spain)Verified email at ual.es
Manfred JaegerAalborg UniversityVerified email at cs.aau.dk
Antonio FernándezSenior Data Scientist in Banking (BCC - Grupo Cajamar)Verified email at bcc.es
Kim G. LarsenDirector, Professor Aalborg UniversityVerified email at cs.aau.dk
Brian NielsenAssociate Professor of Computer Science, Aalborg UniversityVerified email at cs.aau.dk
Hanen BorchaniSimCorp A/SVerified email at simcorp.com
Rafael CabañasIDSIA - Istituto Dalle Molle di studi sull'Intelligenza ArtificialeVerified email at idsia.ch
Jose Miguel PuertaAssociate Professor of Computer Science, Castilla-La Mancha UniversityVerified email at uclm.es
Manuel LuqueUNEDVerified email at dia.uned.es
Prakash P. ShenoyUniversity of Kansas School of BusinessVerified email at ku.edu
Jacinto AriasPhD Student, University of Castilla-La ManchaVerified email at uclm.es
Concha BielzaProfessor of Statistics and Operations ResearchVerified email at fi.upm.es
Juan L. MateoDepartamento de Informática, Universidad de OviedoVerified email at uniovi.es
Gherardo VarandoDepartment of Mathematical Sciences, Univeristy of CopenhagenVerified email at math.ku.dk

Thomas Dyhre Nielsen

Aalborg University

Verified email at cs.aau.dk - Homepage

Machine learning data mining Bayesian networks influence diagrams


Title	Cited by	Year
Bayesian networks and decision graphs TD Nielsen, FV Jensen Springer Science & Business Media, 2009	5879	2009
Inference in hybrid Bayesian networks H Langseth, TD Nielsen, R Rumí, A Salmerón Reliability Engineering & System Safety 94 (10), 1499-1509, 2009	96	2009
Welldefined decision scenarios TD Nielsen, FV Jensen Proceedings of the Fifteenth conference on Uncertainty in artificial …, 1999	82	1999
Classification using hierarchical naive bayes models H Langseth, TD Nielsen Machine learning 63 (2), 135-159, 2006	81	2006
Mixtures of truncated basis functions H Langseth, TD Nielsen, R Rumı, A Salmerón International Journal of Approximate Reasoning 53 (2), 212-227, 2012	63	2012
Fusion of domain knowledge with data for structural learning in object oriented domains H Langseth, TD Nielsen Journal of Machine Learning Research 4 (Jul), 339-368, 2003	63	2003
Sequential influence diagrams: A unified asymmetry framework FV Jensen, TD Nielsen, PP Shenoy International Journal of Approximate Reasoning 42 (1-2), 101-118, 2006	50	2006
Learning a decision maker's utility function from (possibly) inconsistent behavior TD Nielsen, FV Jensen Artificial Intelligence 160 (1-2), 53-78, 2004	48	2004
Latent variable discovery in classification models NL Zhang, TD Nielsen, FV Jensen Artificial Intelligence in Medicine 30 (3), 283-299, 2004	48	2004
Adapting Bayes network structures to non-stationary domains SH Nielsen, TD Nielsen International Journal of Approximate Reasoning 49 (2), 379-397, 2008	47	2008
A latent model for collaborative filtering H Langseth, TD Nielsen International Journal of Approximate Reasoning 53 (4), 447-466, 2012	42	2012
Learning probabilistic automata for model checking H Mao, Y Chen, M Jaeger, TD Nielsen, KG Larsen, B Nielsen 2011 Eighth International Conference on Quantitative Evaluation of Systems …, 2011	40	2011
Parameter estimation and model selection for mixtures of truncated exponentials H Langseth, TD Nielsen, R Rumı, A Salmerón International Journal of Approximate Reasoning 51 (5), 485-498, 2010	38	2010
Learning mixtures of truncated basis functions from data H Langseth, TD Nielsen, I Pérez-Bernabé, A Salmerón International Journal of Approximate Reasoning 55 (4), 940-956, 2014	35*	2014
Sensitivity analysis in influence diagrams TD Nielsen, FV Jensen IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 2003	34	2003
Representing and solving asymmetric Bayesian decision problems TD Nielsen, FV Jensen arXiv preprint arXiv:1301.3879, 2013	31	2013
A parallel algorithm for Bayesian network structure learning from large data sets AL Madsen, F Jensen, A Salmerón, H Langseth, TD Nielsen Knowledge-Based Systems 117, 46-55, 2017	29	2017
Dynamic decision making without expected utility: An operational approach TD Nielsen, JY Jaffray European Journal of Operational Research 169 (1), 226-246, 2006	25	2006
Latent classification models H Langseth, TD Nielsen Machine Learning 59 (3), 237-265, 2005	25	2005
Learning Markov decision processes for model checking H Mao, Y Chen, M Jaeger, TD Nielsen, KG Larsen, B Nielsen arXiv preprint arXiv:1212.3873, 2012	22	2012

The system can't perform the operation now. Try again later.

Articles 1–20

Citations per year

Duplicate citations

Merged citations

Add co-authorsCo-authors

Upload PDF

Follow this author

Cited by

Co-authors