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de Campos, Cassio P
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1

Extended papers from the 11th International Symposium on Im..:

De Bock, Jasper ; De Cooman, Gert ; de Campos, Cassio P.
International Journal of Approximate Reasoning.  168 (2024)  - p. 109150 , 2024
Link: https://doi.org/10.1016/..
 
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2

A structured view on weighted counting with relations to co..:

de Campos, Cassio P. ; Stamoulis, Georgios ; Weyland, Dennis
Information and Computation.  275 (2020)  - p. 104627 , 2020
Link: https://doi.org/10.1016/..
 
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3

A hierarchy of sum-product networks using robustness:

Conaty, Diarmaid ; Martínez del Rincon, Jesús ; de Campos, Cassio P.
International Journal of Approximate Reasoning.  113 (2019)  - p. 245-255 , 2019
Link: https://doi.org/10.1016/..
 
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4

Towards Scalable and Robust Sum-Product Networks:

, In: Lecture Notes in Computer Science; Scalable Uncertainty Management,
Correia, Alvaro H. C. ; de Campos, Cassio P. - p. 409-422 , 2019
Link: https://doi.org/10.1007/..
 
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5

A retrospective overview of International Collegiate progra..:

de Boer, Rick H. ; de Campos, Cassio P.
Data in Brief.  25 (2019)  - p. 104382 , 2019
Link: https://doi.org/10.1016/..
 
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6

Entropy-based pruning for learning Bayesian networks using ..:

de Campos, Cassio P. ; Scanagatta, Mauro ; Corani, Giorgio.
Artificial Intelligence.  260 (2018)  - p. 42-50 , 2018
Link: https://doi.org/10.1016/..
 
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7

Introduction to the special issue on statistical and comput..:

de Campos, Cassio P. ; Rancoita, Paola M.V.
International Journal of Approximate Reasoning.  90 (2017)  - p. 272-273 , 2017
Link: https://doi.org/10.1016/..
 
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8

Efficient learning of Bayesian networks with bounded tree-w..:

Nie, Siqi ; de Campos, Cassio P. ; Ji, Qiang
International Journal of Approximate Reasoning.  80 (2017)  - p. 412-427 , 2017
Link: https://doi.org/10.1016/..
 
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9

Learning extended tree augmented naive structures:

de Campos, Cassio P. ; Corani, Giorgio ; Scanagatta, Mauro..
International Journal of Approximate Reasoning.  68 (2016)  - p. 153-163 , 2016
Link: https://doi.org/10.1016/..
 
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10

Bayesian network data imputation with application to surviv..:

Rancoita, Paola M.V. ; Zaffalon, Marco ; Zucca, Emanuele..
Computational Statistics & Data Analysis.  93 (2016)  - p. 373-387 , 2016
Link: https://doi.org/10.1016/..
 
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11

Joint Analysis of Multiple Algorithms and Performance Measu..:

de Campos, Cassio P. ; Benavoli, Alessio
New Generation Computing.  35 (2016)  1 - p. 69-86 , 2016
Link: https://doi.org/10.1007/..
 
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12

Approximate credal network updating by linear programming w..:

Antonucci, Alessandro ; de Campos, Cassio P. ; Huber, David.
International Journal of Approximate Reasoning.  58 (2015)  - p. 25-38 , 2015
Link: https://doi.org/10.1016/..
 
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13

Reliable survival analysis based on the Dirichlet process:

Mangili, Francesca ; Benavoli, Alessio ; de Campos, Cassio P..
Biometrical Journal.  57 (2015)  6 - p. 1002-1019 , 2015
Link: https://doi.org/10.1002/..
 
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14

Discovering Subgroups of Patients from DNA Copy Number Data..:

de Campos, Cassio P. ; Rancoita, Paola M. V. ; Kwee, Ivo...
PLoS ONE.  8 (2013)  11 - p. e79720 , 2013
Link: https://doi.org/10.1371/..
 
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15

Updating credal networks is approximable in polynomial time:

Mauá, Denis D. ; de Campos, Cassio P. ; Zaffalon, Marco
International Journal of Approximate Reasoning.  53 (2012)  8 - p. 1183-1199 , 2012
Link: https://doi.org/10.1016/..
 
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