Community Profile


Oswaldo Ludwig

KU Leuven

4 total contributions since 2010

Oswaldo Ludwig received the M.Sc. degree in electrical engineering from the Federal University of Bahia, Brazil, in 2004, when he began to teach courses in electrical engineering, such as artificial intelligence, digital control, and digital signal processing. In 2012 he received the PhD degree in electrical engineering from University of Coimbra, where he worked as an assistant professor from 2012 until 2013. Nowadays he is working as a postdoctoral researcher at the Department of Computer Science of the KU Leuven. His research interests are in machine learning with application on several fields, such as natural language processing, pedestrian and vehicle detection in the domain of intelligent vehicles, and biomedical data mining.
Professional Interests: Artificial Intelligence, Machine Learning


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Support Vector Neural Network (SVNN)
A new training method for MLP neural networks based on the same principles of SVM.

4 years ago | 20 downloads |


Feature selector based on genetic algorithms and information theory.
The algorithm performs the combinatorial optimization by using Genetic Algorithms.

5 years ago | 14 downloads |


HOG descriptor for Matlab
Image descriptor based on Histogram of Oriented Gradients for gray-level images

7 years ago | 67 downloads |


MMGDX: a maximum-margin training method for neural networks
Maximum-margin training method applicable to MLP in the context of binary classification.

7 years ago | 2 downloads |