Djamila Aouada
Djamila Aouada
Senior Research Scientist, Interdisciplinary Centre for Security, Reliability, and Trust (SnT
Verified email at uni.lu - Homepage
Title
Cited by
Cited by
Year
Feature engineering strategies for credit card fraud detection
AC Bahnsen, D Aouada, A Stojanovic, B Ottersten
Expert Systems with Applications 51, 134-142, 2016
2152016
Example-dependent cost-sensitive decision trees
AC Bahnsen, D Aouada, B Ottersten
Expert Systems with Applications 42 (19), 6609-6619, 2015
1672015
Cost sensitive credit card fraud detection using Bayes minimum risk
AC Bahnsen, A Stojanovic, D Aouada, B Ottersten
2013 12th international conference on machine learning and applications 1 …, 2013
1272013
Example-dependent cost-sensitive logistic regression for credit scoring
AC Bahnsen, D Aouada, B Ottersten
2014 13th International conference on machine learning and applications, 263-269, 2014
852014
A survey on deep learning advances on different 3D data representations
E Ahmed, A Saint, AER Shabayek, K Cherenkova, R Das, G Gusev, ...
arXiv preprint arXiv:1808.01462, 2018
762018
Improving credit card fraud detection with calibrated probabilities
AC Bahnsen, A Stojanovic, D Aouada, B Ottersten
Proceedings of the 2014 SIAM international conference on data mining, 677-685, 2014
572014
A novel cost-sensitive framework for customer churn predictive modeling
AC Bahnsen, D Aouada, B Ottersten
Decision Analytics 2 (1), 1-15, 2015
422015
Deformation based curved shape representation
GG Demisse, D Aouada, B Ottersten
IEEE transactions on pattern analysis and machine intelligence 40 (6), 1338-1351, 2017
352017
Detecting credit card fraud using periodic features
AC Bahnsen, D Aouada, A Stojanovic, B Ottersten
2015 IEEE 14th international conference on machine learning and applications …, 2015
332015
A new multi-lateral filter for real-time depth enhancement
F Garcia, D Aouada, B Mirbach, T Solignac, B Ottersten
2011 8th IEEE International Conference on Advanced Video and Signal Based …, 2011
322011
Facial expression recognition via joint deep learning of rgb-depth map latent representations
OK Oyedotun, G Demisse, A El Rahman Shabayek, D Aouada, ...
Proceedings of the IEEE international conference on computer vision …, 2017
302017
Real‐time depth enhancement by fusion for RGB‐D cameras
F Garcia, D Aouada, T Solignac, B Mirbach, B Ottersten
IET Computer Vision 7 (5), 335-345, 2013
302013
Vertex feature encoding and hierarchical temporal modeling in a spatial-temporal graph convolutional network for action recognition
K Papadopoulos, E Ghorbel, D Aouada, B Ottersten
arXiv preprint arXiv:1912.09745, 2019
272019
Pose encoding for robust skeleton-based action recognition
GG Demisse, K Papadopoulos, D Aouada, B Ottersten
Proceedings of the IEEE conference on computer vision and pattern …, 2018
262018
Squigraphs for fine and compact modeling of 3-d shapes
D Aouada, H Krim
IEEE Transactions on Image Processing 19 (2), 306-321, 2009
262009
Unsupervised vanishing point detection and camera calibration from a single manhattan image with radial distortion
M Antunes, JP Barreto, D Aouada, B Ottersten
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
252017
Depth image enhancement method
B Mirbach, T Solignac, FG Becerro, D Aouada
US Patent 10,275,857, 2019
212019
Rgb-d multi-view system calibration for full 3d scene reconstruction
H Afzal, D Aouada, D Font, B Mirbach, B Ottersten
2014 22nd International Conference on Pattern Recognition, 2459-2464, 2014
212014
Enhanced trajectory-based action recognition using human pose
K Papadopoulos, M Antunes, D Aouada, B Ottersten
2017 IEEE International Conference on Image Processing (ICIP), 1807-1811, 2017
202017
Visual and human-interpretable feedback for assisting physical activity
M Antunes, R Baptista, G Demisse, D Aouada, B Ottersten
European Conference on Computer Vision, 115-129, 2016
192016
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