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Facundo Bromberg, Ph.D.

Affiliations: 
2007 Computer Science Iowa State University, Ames, IA, United States 
Area:
Computer Science, Artificial Intelligence
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"Facundo Bromberg"
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Dimitris Margaritis grad student 2007 Iowa State
 (Markov network structure discovery using independence tests.)

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Publications

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Diedrichs AL, Bromberg F, Dujovne D, et al. (2018) Prediction of Frost Events Using Machine Learning and IoT Sensing Devices Ieee Internet of Things Journal. 5: 4589-4597
Schlüter F, Strappa Y, Milone DH, et al. (2018) Blankets Joint Posterior score for learning Markov network structures International Journal of Approximate Reasoning. 92: 295-320
Díaz CA, Pérez DS, Miatello H, et al. (2018) Grapevine buds detection and localization in 3D space based on Structure from Motion and 2D image classification Computers in Industry. 99: 303-312
Pérez DS, Bromberg F, Diaz CA. (2017) Image classification for detection of winter grapevine buds in natural conditions using scale-invariant features transform, bag of features and support vector machines Computers and Electronics in Agriculture. 135: 81-95
Edera A, Schlüter F, Bromberg F. (2014) Learning markov network structures constrained by context-specific independences International Journal On Artificial Intelligence Tools. 23
Schlüter F, Bromberg F, Edera A. (2014) The IBMAP approach for Markov network structure learning Annals of Mathematics and Artificial Intelligence. 72: 197-223
Edera A, Strappa Y, Bromberg F. (2014) The grow-shrink strategy for learning markov network structures constrained by context-specific independences Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8864: 283-294
Edera A, Schluter F, Bromberg F. (2013) Learning Markov networks with context-specific independences Proceedings - International Conference On Tools With Artificial Intelligence, Ictai. 553-560
Catania CA, Bromberg F, Garino CG. (2012) An autonomous labeling approach to support vector machines algorithms for network traffic anomaly detection Expert Systems With Applications. 39: 1822-1829
Bromberg F, Schlüter F, Edera A. (2011) Independence-based MAP for Markov networks structure discovery Proceedings - International Conference On Tools With Artificial Intelligence, Ictai. 497-504
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