Helge Langseth - Google Scholar Citations

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Citations	2379	1199
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Thomas Dyhre NielsenAalborg UniversityVerified email at cs.aau.dk
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 AlmeriaVerified email at ual.es
Rafael RumíAssociate Professor, University of AlmeríaVerified 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
Heri RamampiaroProfessor of Computer Science at the Norwegian University of Science and Technology (NTNU)Verified email at ntnu.no
Agnar AamodtProfessor of Computer Science, Norwegian University of Science and Technology (NTNU)Verified email at ntnu.no
Bo LindqvistNorwegian University of Science and TechnologyVerified email at ntnu.no
Luigi PortinaleProfessor of Computer Science, Universita' del Piemonte OrientaleVerified email at unipmn.it
Antonio FernándezData Scientist in Banking (Cajamar) y Profesor Sustituto Interino (Universidad de Almería)Verified email at bcc.es
Hanen BorchaniSimCorp A/SVerified email at simcorp.com
Georgios K. PitsilisPhD in Computer ScienceVerified email at ntnu.no
Anders Kofod-PetersenThe Alexandra InstituteVerified email at alexandra.dk
Pinar ØzturkNorwegian University of Science and TechnologyVerified email at ntnu.no
Mary Ann LundteigenProfessor in reliability assessment at Norwegian University of Science and TechnologyVerified email at ntnu.no
Massimiliano Ruocco, PhDSenior Research Scientist, Telenor. Adjunct Associate Professor, NTNUVerified email at ntnu.no
Rafael CabañasIDSIA - Istituto Dalle Molle di studi sull'Intelligenza ArtificialeVerified email at idsia.ch
Jirka VomlelInstitute of Information Theory and Automation, Academy of Sciences of the Czech RepublicVerified email at utia.cas.cz

Helge Langseth

Norwegian University of Science and Technology

Verified email at ntnu.no - Homepage

Bayesian networks Variational Inference Machine Learning Time series analysis


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Bayesian networks in reliability H Langseth, L Portinale Reliability Engineering & System Safety 92 (1), 92-108, 2007	567	2007
Inference in hybrid Bayesian networks H Langseth, TD Nielsen, R Rumí, A Salmerón Reliability Engineering & System Safety 94 (10), 1499-1509, 2009	104	2009
Classification using hierarchical naive bayes models H Langseth, TD Nielsen Machine learning 63 (2), 135-159, 2006	92	2006
The SACSO methodology for troubleshooting complex systems FV Jensen, U Kjærulff, B Kristiansen, H Langseth, C Skaanning, J Vomlel, ... AI EDAM 15 (4), 321-333, 2001	87	2001
Mixtures of truncated basis functions H Langseth, TD Nielsen, R Rumı, A Salmerón International Journal of Approximate Reasoning 53 (2), 212-227, 2012	71	2012
Reliability prediction method for safety instrumented systems S Hauge, P Hokstad, H Langseth, K Oien PDS method handbook, 25-27, 2006	68	2006
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	65	2003
A maintenance model for components exposed to several failure mechanisms and imperfect repair H Langseth, BH Lindqvist Mathematical and Statistical Methods in Reliability, 415-430, 2003	57	2003
Parameter learning in object-oriented Bayesian networks H Langseth, O Bangsø Annals of Mathematics and Artificial Intelligence 32 (1-4), 221-243, 2001	51	2001
Detecting offensive language in tweets using deep learning GK Pitsilis, H Ramampiaro, H Langseth arXiv preprint arXiv:1801.04433, 2018	48*	2018
Modelling of dependence between critical failure and preventive maintenance: The repair alert model BH Lindqvist, B Støve, H Langseth Journal of Statistical Planning and Inference 136 (5), 1701-1717, 2006	47	2006
Short-term load forecasting with seasonal decomposition using evolution for parameter tuning BA Høverstad, A Tidemann, H Langseth, P Öztürk IEEE transactions on smart grid 6 (4), 1904-1913, 2015	45	2015
A latent model for collaborative filtering H Langseth, TD Nielsen International Journal of Approximate Reasoning 53 (4), 447-466, 2012	45	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	44	2017
Competing risks for repairable systems: A data study H Langseth, BH Lindqvist Journal of Statistical Planning and Inference 136 (5), 1687-1700, 2006	44	2006
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	41	2010
Bayesian networks with applications in reliability analysis H Langseth Norwegian university of Science and Technology, 2002	40	2002
A deep network model for paraphrase detection in short text messages B Agarwal, H Ramampiaro, H Langseth, M Ruocco Information Processing & Management 54 (6), 922-937, 2018	39	2018
Decision theoretic troubleshooting of coherent systems H Langseth, FV Jensen Reliability Engineering & System Safety 80 (1), 49-62, 2003	39	2003
Integrating Bayesian networks into knowledge-intensive CBR A Aamodt, H Langseth AAAI Workshop on Case-Based Reasoning Integrations, 1-6, 1998	37	1998

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