Facundo Bromberg

Orcid: 0000-0003-2638-1350

According to our database1, Facundo Bromberg authored at least 29 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Efficient Comparison Of Independence Structures Of Log-Linear Models.
Comput. J., 2024

Towards a true conservation zero tillage system: "A proposed solution based on computer vision to herbicide resistance.".
Comput. Electron. Agric., 2024

2021
Towards practical 2D grapevine bud detection with fully convolutional networks.
Comput. Electron. Agric., 2021

2020
Deep Learning for 2D grapevine bud detection.
CoRR, 2020

2019
Log-linear models independence structure comparison.
CoRR, 2019

2018
Prediction of Frost Events Using Machine Learning and IoT Sensing Devices.
IEEE Internet Things J., 2018

Blankets Joint Posterior score for learning Markov network structures.
Int. J. Approx. Reason., 2018

Grapevine buds detection and localization in 3D space based on Structure from Motion and 2D image classification.
Comput. Ind., 2018

Ensemble of shape functions and support vector machines for the estimation of discrete arm muscle activation from external biceps 3D point clouds.
Comput. Biol. Medicine, 2018

2017
Image classification for detection of winter grapevine buds in natural conditions using scale-invariant features transform, bag of features and support vector machines.
Comput. Electron. Agric., 2017

2016
Blankets Joint Posterior score for learning irregular Markov network structures.
CoRR, 2016

Image Classification of Grapevine Buds using Scale-Invariant Features Transform, Bag of Features and Support Vector Machines.
CoRR, 2016

2015
Arm Muscular Effort Estimation from Images Using Computer Vision and Machine Learning.
Proceedings of the Ambient Intelligence for Health - First International Conference, 2015

2014
Learning Markov Network Structures Constrained by Context-Specific Independences.
Int. J. Artif. Intell. Tools, 2014

Low Cost, High Precision, Autonomous Measurement of Trunk Diameter based on Computer Vision.
CoRR, 2014

The IBMAP approach for Markov network structure learning.
Ann. Math. Artif. Intell., 2014

The Grow-Shrink Strategy for Learning Markov Network Structures Constrained by Context-Specific Independences.
Proceedings of the Advances in Artificial Intelligence - IBERAMIA 2014, 2014

2013
The IBMAP approach for Markov networks structure learning
CoRR, 2013

Markov random fields factorization with context-specific independences.
CoRR, 2013

Learning Markov Networks with Context-Specific Independences.
Proceedings of the 25th IEEE International Conference on Tools with Artificial Intelligence, 2013

2012
An autonomous labeling approach to support vector machines algorithms for network traffic anomaly detection.
Expert Syst. Appl., 2012

2011
Efficient Independence-Based MAP Approach for Robust Markov Networks Structure Discovery
CoRR, 2011

Independence-Based MAP for Markov Networks Structure Discovery.
Proceedings of the IEEE 23rd International Conference on Tools with Artificial Intelligence, 2011

2009
Improving the Reliability of Causal Discovery from Small Data Sets Using Argumentation.
J. Mach. Learn. Res., 2009

Efficient Markov Network Structure Discovery Using Independence Tests.
J. Artif. Intell. Res., 2009

Efficient Markov Network Discovery Using Particle Filters.
Comput. Intell., 2009

Guest Editorial: 10 Argentinean Symposium on Artificial Intelligence (ASAI 2009).
Inteligencia Artif., 2009

2008
Learning Markov Network Structure using Few Independence Tests.
Proceedings of the SIAM International Conference on Data Mining, 2008

2007
Efficient and Robust Independence-Based Markov Network Structure Discovery.
Proceedings of the IJCAI 2007, 2007


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