|
|
English
version
For å registrere i Cristin må du være vitenskapelig eller administrativt ansatt.
|
|
|
|
|
|
|
|
|
2018
|
1. |
Ramos-López, Dario; Masegosa, Andres R.; Salmerón, Antonio; Rumi, Rafael; Langseth, Helge; Nielsen, Thomas D.; Madsen, Anders L.. Scalable importance sampling estimation of Gaussian mixture posteriors in Bayesian networks. International Journal of Approximate Reasoning 2018 ;Volum 100. s. 115-134 NTNU
Untitled
|
2017
|
2. |
Cabañas, Rafael; Martínez, Ana M.; Masegosa, Andres R.; Ramos-López, Darío; Salmerón, Antonio; Nielsen, Thomas D.; Langseth, Helge; Madsen, Anders L.. Financial data analysis with PGMs using AMIDST. IEEE International Conference on Data Mining Workshops, ICDMW 2017 s. 1284-1287 NTNU
Untitled
|
|
3. |
Masegosa, Andres R.; Martinez, Ana M.; Langseth, Helge; Nielsen, Thomas D.; Salmeron, Antonio; Ramos-López, Dario; Madsen, Anders L.. Scaling up Bayesian variational inference using distributed computing clusters. International Journal of Approximate Reasoning 2017 ;Volum 88. s. 435-451 NTNU
Untitled
|
|
4. |
Masegosa, Andres R.; Nielsen, Thomas D.; Langseth, Helge; Ramos-López, Dario; Salmeron, Antonio; Madsen, Anders L.. Bayesian Models of Data Streams with Hierarchical Power Priors. JMLR Workshop and Conference Proceedings 2017 ;Volum 70. s. 2334-2343 NTNU
Untitled
|
|
5. |
Ramos-López, Dario; Masegosa, Andres R.; Martinez, Ana M.; Salmeron, Antonio; Nielsen, Thomas D.; Langseth, Helge; Madsen, Anders L.. MAP inference in dynamic hybrid Bayesian networks. Progress in Artificial Intelligence 2017 ;Volum 6.(2) s. 133-144 NTNU
Untitled
|
2016
|
6. |
Masegosa, Andres R.; Feelders, Ad J.; Van Der Gaag, Linda C. Learning from incomplete data in Bayesian networks with qualitative influences. International Journal of Approximate Reasoning 2016 ;Volum 69. s. 18-34 NTNU
Untitled
|
|
7. |
Masegosa, Andres R.; Martinez, Ana M.; Borchani, Hanen. Probabilistic Graphical Models on Multi-Core CPUs Using Java 8. IEEE Computational Intelligence Magazine 2016 ;Volum 11.(2) s. 41-54 NTNU
Untitled
|
|
8. |
Masegosa, Andres R.; Martinez, Ana M.; Langseth, Helge; Nielsen, Thomas D.; Salmeron, Antonio; Ramos-López, Dario; Madsen, Anders L.. d-VMP: Distributed Variational Message Passing. Journal of machine learning research 2016 ;Volum 52. s. 321-332 NTNU
Untitled
|
|
9. |
Ramos-López, Dario; Salmeron, Antonio; Rumi, Rafael; Martinez, Ana M.; Nielsen, Thomas D.; Masegosa, Andres R.; Langseth, Helge; Madsen, Anders L.. Scalable MAP inference in Bayesian networks based on a Map-Reduce approach. Journal of machine learning research 2016 ;Volum 52. s. 415-425 NTNU
Untitled
|
|
10. |
Ramos-Lopez, Dario; Salmeron, Antonio; Rumi, Rafel; Martinez, Ana M.; Nielsen, Thomas D.; Masegosa Arredondo, Andres Ramon; Langseth, Helge; Madsen, Anders L.. Scalable MAP inference in Bayesian networks based on a Map-Reduce approach. Journal of machine learning research 2016 ;Volum 52.(2016) s. 415-425 NTNU
Untitled
|
|
11. |
Salmerón, Antonio; Madsen, Anders L.; Jensen, Frank; Langseth, Helge; Nielsen, Thomas D.; Ramos-López, Dario; Martínez, Ana M.; Masegosa, Andres R.. Parallel filter-based feature selection based on balanced incomplete block designs. Frontiers in Artificial Intelligence and Applications 2016 ;Volum 285. s. 743-750 NTNU
Untitled
|
2015
|
12. |
Borchani, Hanen; Martinez, Ana M.; Masegosa, Andres; Langseth, Helge; Nielsen, Thomas D.; Salmeron, Antonio; Fernández, Antonio; Madsen, Anders L.; Sáez, Ramón. Dynamic Bayesian modeling for risk prediction in credit operations. Frontiers in Artificial Intelligence and Applications 2015 ;Volum 278. s. 17-26 NTNU
Untitled
|
|
13. |
Borchani, Hanen; Martinez, Ana M.; Masegosa, Andres; Langseth, Helge; Nielsen, Thomas D.; Salmeron, Antonio; Fernandez, Antonio; Madsen, Anders L.; Sáez, Ramón. Modeling concept drift: A probabilistic graphical model based approach. Lecture Notes in Computer Science (LNCS) 2015 ;Volum 9385. s. 72-83 NTNU
Untitled
|
|
14. |
Salmeron, Antonio; Ramoz-López, Darío; Borchani, Hanen; Martinez, Ana M.; Masegosa, Andres; Fernandez, Antonio; Langseth, Helge; Madsen, Anders L.; Nielsen, Thomas D.. Parallel importance sampling in conditional linear gaussian networks. Lecture Notes in Computer Science (LNCS) 2015 ;Volum 9422. s. 36-46 NTNU
Untitled
|
|