Thomas Dyhre Nielsen

Cited by

	All	Since 2017
Citations	8844	2460
h-index	24	18
i10-index	51	32

540

270

135

405

20022003200420052006200720082009201020112012201320142015201620172018201920202021202284 165 256 296 403 449 467 478 511 535 537 515 510 533 496 456 501 472 440 442 144

Public access

View all

22 articles

1 article

available

not available

Based on funding mandates

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
Andres R. MasegosaUniversity of AalborgVerified email at cs.aau.dk
Rafael RumíProfessor, University of AlmeríaVerified email at ual.es
Ana M. MartínezJoint Research Center, European CommissionVerified email at ec.europa.eu
Darío Ramos-LópezAssistant Professor, Department of Mathematics, University of Almería, Almería (Spain)Verified email at ual.es
Manfred JaegerAalborg UniversityVerified email at cs.aau.dk
Kim G. LarsenDirector, Professor Aalborg UniversityVerified email at cs.aau.dk
Antonio FernándezSenior Data Scientist in Banking (Cajamar)Verified email at bcc.es
Brian NielsenAssociate Professor of Computer Science, Aalborg UniversityVerified email at cs.aau.dk
Hanen BorchaniSimCorp A/SVerified email at simcorp.com
Rafael CabañasUniversity of AlmeríaVerified email at ual.es
Jose Miguel Puerta (ORCID:0000-000...Professor of Computer Science, Castilla-La Mancha UniversityVerified email at uclm.es
Prakash P. ShenoyUniversity of Kansas School of BusinessVerified email at ku.edu
Manuel Luque (ORCID: 0000-0003-30...UNEDVerified email at dia.uned.es
Jacinto AriasPhD Student, University of Castilla-La ManchaVerified email at uclm.es
Concha BielzaProfessor of Statistics and Operations Research, UniversidadVerified email at fi.upm.es
Juan L. Mateo (ORCID:0000-0001-99...Department of Computer Science, University of OviedoVerified email at uniovi.es
Gherardo VarandoUniversitat de ValènciaVerified email at uv.es

Thomas Dyhre Nielsen

Aalborg University

Verified email at cs.aau.dk - Homepage

Machine learning data mining Bayesian networks influence diagrams


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Bayesian networks and decision graphs FV Jensen, TD Nielsen Springer, 2007	6926	2007
Inference in hybrid Bayesian networks H Langseth, TD Nielsen, R Rumí, A Salmerón Reliability Engineering & System Safety 94 (10), 1499-1509, 2009	118	2009
Classification using hierarchical naive Bayes models H Langseth, TD Nielsen Machine learning 63 (2), 135-159, 2006	104	2006
Welldefined decision scenarios TD Nielsen, FV Jensen arXiv preprint arXiv:1301.6729, 2013	91	2013
Mixtures of truncated basis functions H Langseth, TD Nielsen, R Rumı, A Salmerón International Journal of Approximate Reasoning 53 (2), 212-227, 2012	85	2012
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	74	2017
Fusion of domain knowledge with data for structural learning in object oriented domains H Langseth, TD Nielsen The Journal of Machine Learning Research 4, 339-368, 2003	68	2003
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	59	2011
Learning a decision maker's utility function from (possibly) inconsistent behavior TD Nielsen, FV Jensen Artificial Intelligence 160 (1-2), 53-78, 2004	59	2004
Sequential influence diagrams: A unified asymmetry framework FV Jensen, TD Nielsen, PP Shenoy International Journal of Approximate Reasoning 42 (1-2), 101-118, 2006	58	2006
Adapting Bayes network structures to non-stationary domains SH Nielsen, TD Nielsen International Journal of Approximate Reasoning 49 (2), 379-397, 2008	57	2008
Latent variable discovery in classification models NL Zhang, TD Nielsen, FV Jensen Artificial intelligence in medicine 30 (3), 283-299, 2004	54	2004
A latent model for collaborative filtering H Langseth, TD Nielsen International Journal of Approximate Reasoning 53 (4), 447-466, 2012	51	2012
Representing and solving asymmetric decision problems TD Nielsen, FV Jensen International Journal of Information Technology & Decision Making 2 (02 …, 2003	47	2003
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	43*	2014
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	43	2010
Learning deterministic probabilistic automata from a model checking perspective H Mao, Y Chen, M Jaeger, TD Nielsen, KG Larsen, B Nielsen Machine Learning 105 (2), 255-299, 2016	38	2016
Sensitivity analysis in influence diagrams TD Nielsen, FV Jensen IEEE Transactions on Systems, Man, and Cybernetics-Part A: Systems and …, 2003	37	2003
TAPAAL and reachability analysis of P/T nets JF Jensen, T Nielsen, LK Oestergaard, J Srba Transactions on Petri Nets and Other Models of Concurrency XI, 307-318, 2016	32	2016
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	31	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

Follow this author

Cited by

Co-authors