Helge Langseth

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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
Heri RamampiaroProfessor of Computer Science at the Norwegian University of Science and Technology (NTNU)Verified email at ntnu.no
Darío Ramos-LópezAssistant Professor, Department of Applied Mathematics, Rey Juan Carlos University, Madrid (Spain)Verified email at ual.es
Agnar AamodtProfessor Emeritus, Norwegian University of Science and TechnologyVerified 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
Massimiliano Ruocco, PhDSenior Researcher, Sintef Digital. Adjunct Associate Professor, NTNUVerified email at ntnu.no
Mary Ann LundteigenProfessor in reliability assessment at Norwegian University of Science and TechnologyVerified 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	627	2007
Inference in hybrid Bayesian networks H Langseth, TD Nielsen, R Rumí, A Salmerón Reliability Engineering & System Safety 94 (10), 1499-1509, 2009	110	2009
Classification using hierarchical naive bayes models H Langseth, TD Nielsen Machine learning 63 (2), 135-159, 2006	103	2006
Detecting offensive language in tweets using deep learning GK Pitsilis, H Ramampiaro, H Langseth arXiv preprint arXiv:1801.04433, 2018	97	2018
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	93	2001
Mixtures of truncated basis functions H Langseth, TD Nielsen, R Rumı, A Salmerón International Journal of Approximate Reasoning 53 (2), 212-227, 2012	77	2012
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	74	2018
Reliability prediction method for safety instrumented systems S Hauge, P Hokstad, H Langseth, K Oien PDS method handbook, 25-27, 2006	68	2006
Effective hate-speech detection in Twitter data using recurrent neural networks GK Pitsilis, H Ramampiaro, H Langseth Applied Intelligence 48 (12), 4730-4742, 2018	65	2018
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	64	2015
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	64	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	59	2003
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	58	2017
Parameter learning in object-oriented Bayesian networks H Langseth, O Bangsø Annals of Mathematics and Artificial Intelligence 32 (1), 221-243, 2001	53	2001
A latent model for collaborative filtering H Langseth, TD Nielsen International Journal of Approximate Reasoning 53 (4), 447-466, 2012	49	2012
Understanding and improving recurrent networks for human activity recognition by continuous attention M Zeng, H Gao, T Yu, OJ Mengshoel, H Langseth, I Lane, X Liu Proceedings of the 2018 ACM International Symposium on Wearable Computers, 56-63, 2018	47	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
Competing risks for repairable systems: A data study H Langseth, BH Lindqvist Journal of Statistical Planning and Inference 136 (5), 1687-1700, 2006	45	2006
Integrating Bayesian networks into knowledge-intensive CBR A Aamodt, H Langseth AAAI Workshop on Case-Based Reasoning Integrations, 1-6, 1998	43	1998
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	42	2010

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