Daniel Urda
Publications by Year
Research Areas
Network Security and Intrusion Detection, Gene expression and cancer classification, Anomaly Detection Techniques and Applications, Advanced Malware Detection Techniques, Advanced Neural Network Applications
Most-Cited Works
- → Contextual classification with functional Max-Margin Markov Networks(2009)305 cited
- → Pose Machines: Articulated Pose Estimation via Inference Machines(2014)257 cited
- → Stacked Hierarchical Labeling(2010)208 cited
- → Forward Noise Adjustment Scheme for Data Augmentation(2018)145 cited
- → Advanced Machine Learning techniques for fake news (online disinformation) detection: A systematic mapping study(2020)143 cited
- → 3-D scene analysis via sequenced predictions over points and regions(2011)130 cited
- → IgG glycan patterns are associated with type 2 diabetes in independent European populations(2017)128 cited
- → Towards a Reliable Comparison and Evaluation of Network Intrusion Detection Systems Based on Machine Learning Approaches(2020)115 cited
- → Directional Associative Markov Network for 3-D Point Cloud Classification(2018)98 cited
- → Learning message-passing inference machines for structured prediction(2011)97 cited