متابعة
Thomas Dyhre Nielsen
Thomas Dyhre Nielsen
Aalborg University
بريد إلكتروني تم التحقق منه على cs.aau.dk - الصفحة الرئيسية
عنوان
عدد مرات الاقتباسات
عدد مرات الاقتباسات
السنة
Bayesian networks and decision graphs‏
FV Jensen, TD Nielsen‏
Springer, 2007‏
77702007
Inference in hybrid Bayesian networks‏
H Langseth, TD Nielsen, R Rumí, A Salmerón‏
Reliability Engineering & System Safety 94 (10), 1499-1509, 2009‏
1372009
Classification using hierarchical naive Bayes models‏
H Langseth, TD Nielsen‏
Machine learning 63, 135-159, 2006‏
1222006
Mixtures of truncated basis functions‏
H Langseth, TD Nielsen, R Rumı, A Salmerón‏
International Journal of Approximate Reasoning 53 (2), 212-227, 2012‏
1062012
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
1042017
Prescriptive analytics: a survey of emerging trends and technologies‏
D Frazzetto, TD Nielsen, TB Pedersen, L Šikšnys‏
The VLDB Journal 28, 575-595, 2019‏
962019
Welldefined decision scenarios‏
TD Nielsen, FV Jensen‏
arXiv preprint arXiv:1301.6729, 2013‏
952013
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
762003
Learning deterministic probabilistic automata from a model checking perspective‏
H Mao, Y Chen, M Jaeger, TD Nielsen, KG Larsen, B Nielsen‏
Machine Learning 105, 255-299, 2016‏
752016
A review of inference algorithms for hybrid Bayesian networks‏
A Salmerón, R Rumí, H Langseth, TD Nielsen, AL Madsen‏
Journal of Artificial Intelligence Research 62, 799-828, 2018‏
692018
Graph convolutional networks for road networks‏
TS Jepsen, CS Jensen, TD Nielsen‏
Proceedings of the 27th ACM SIGSPATIAL international conference on advances …, 2019‏
662019
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
662011
Learning a decision maker's utility function from (possibly) inconsistent behavior‏
TD Nielsen, FV Jensen‏
Artificial Intelligence 160 (1-2), 53-78, 2004‏
662004
Latent variable discovery in classification models‏
NL Zhang, TD Nielsen, FV Jensen‏
Artificial intelligence in medicine 30 (3), 283-299, 2004‏
602004
Adapting Bayes network structures to non-stationary domains‏
SH Nielsen, TD Nielsen‏
International Journal of Approximate Reasoning 49 (2), 379-397, 2008‏
592008
Sequential influence diagrams: A unified asymmetry framework‏
FV Jensen, TD Nielsen, PP Shenoy‏
International Journal of Approximate Reasoning 42 (1-2), 101-118, 2006‏
592006
Relational fusion networks: Graph convolutional networks for road networks‏
TS Jepsen, CS Jensen, TD Nielsen‏
IEEE Transactions on Intelligent Transportation Systems 23 (1), 418-429, 2020‏
582020
A latent model for collaborative filtering‏
H Langseth, TD Nielsen‏
International Journal of Approximate Reasoning 53 (4), 447-466, 2012‏
552012
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
51*2014
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
512012
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مقالات 1–20