Mohamad Baydoun

Most-cited papers

Learning Switching Models for Abnormality Detection for Autonomous Driving
Mohamad Baydoun, Damian Campo, Valentina Sanguineti, L. Marcenaro +2 more
2018Fusion43 citations
Semantic Scholar
Self-Learning Bayesian Generative Models for Jammer Detection in Cognitive-UAV-Radios
Ali Krayani, Mohamad Baydoun, L. Marcenaro, A. Alam +1 more
2020Global Communications Conference29 citations
Semantic Scholar
Learning Multi-Modal Self-Awareness Models for Autonomous Vehicles from Human Driving
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin +3 more
2018Fusion25 citations Open access
Semantic Scholar
Multilevel Anomaly Detection Through Variational Autoencoders and Bayesian Models for Self-Aware Embodied Agents
Giulia Slavic, Mohamad Baydoun, Damian Campo, L. Marcenaro +1 more
2022IEEE transactions on multimedia24 citations
Semantic Scholar
a Multi-Perspective Approach to Anomaly Detection for Self -Aware Embodied Agents
Mohamad Baydoun, Mahdyar Ravanbakhsh, Damian Campo, Pablo Marin +4 more
2018IEEE International Conference on Acoustics, Speech, and Signal Processing24 citations Open access
Semantic Scholar
Clustering Optimization for Abnormality Detection in Semi-Autonomous Systems
Hafsa Iqbal, Damian Campo, Mohamad Baydoun, L. Marcenaro +2 more
20191st International Workshop on Multimodal Understanding and Learning for Embodied Applications - MULEA '1921 citations
Semantic Scholar
Learning Self-Awareness for Autonomous Vehicles: Exploring Multisensory Incremental Models
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin +3 more
2020IEEE transactions on intelligent transportation systems (Print)15 citations Open access
Semantic Scholar
Learning Probabilistic Awareness Models for Detecting Abnormalities in Vehicle Motions
Damian Campo, Mohamad Baydoun, Pablo Marin, David Martín +3 more
2020IEEE transactions on intelligent transportation systems (Print)14 citations Open access
Semantic Scholar
Anomaly Detection in Video Data Based on Probabilistic Latent Space Models
Giulia Slavic, Damian Campo, Mohamad Baydoun, Pablo Marin +3 more
2020IEEE Conference on Evolving and Adaptive Intelligent Systems13 citations Open access
Semantic Scholar
Dynamic Bayesian Approach for decision-making in Ego-Things
D. Kanapram, Damian Campo, Mohamad Baydoun, L. Marcenaro +3 more
2019World Forum on Internet of Things11 citations Open access
Semantic Scholar
Hierarchy of Gans for Learning Embodied Self-Awareness Model
Mahdyar Ravanbakhsh, Mohamad Baydoun, Damian Campo, Pablo Marin +3 more
2018International Conference on Information Photonics11 citations
Semantic Scholar
Smart Jammer Detection for Self-Aware Cognitive UAV Radios
Ali Krayani, Mohamad Baydoun, L. Marcenaro, Yue Gao +1 more
20202020 IEEE 31st Annual International Symposium on Personal, Indoor and Mobile Radio Communications10 citations Open access
Semantic Scholar
Learning a Switching Bayesian Model for Jammer Detection in the Cognitive-Radio-Based Internet of Things
M. Farrukh, Ali Krayani, Mohamad Baydoun, L. Marcenaro +2 more
2019World Forum on Internet of Things9 citations
Semantic Scholar
Prediction of Multi-target Dynamics Using Discrete Descriptors: an Interactive Approach
Mohamad Baydoun, Damian Campo, D. Kanapram, L. Marcenaro +1 more
2019IEEE International Conference on Acoustics, Speech, and Signal Processing8 citations
Semantic Scholar
Unsupervised Trajectory Modeling Based on Discrete Descriptors for Classifying Moving Objects in Video Sequences
Damian Campo, Mohamad Baydoun, L. Marcenaro, A. Cavallaro +1 more
2018International Conference on Information Photonics7 citations
Semantic Scholar
Modeling and classification of trajectories based on a Gaussian process decomposition into discrete components
Damian Campo, Mohamad Baydoun, L. Marcenaro, A. Cavallaro +1 more
2017Advanced Video and Signal Based Surveillance6 citations
Semantic Scholar
Continual Learning Of Predictive Models In Video Sequences Via Variational Autoencoders
Damian Campo, Giulia Slavic, Mohamad Baydoun, L. Marcenaro +1 more
2020International Conference on Information Photonics5 citations Open access
Semantic Scholar
Jammer detection in M-QAM-OFDM by learning a Dynamic Bayesian Model for the Cognitive Radio
Ali Krayani, M. Farrukh, Mohamad Baydoun, L. Marcenaro +2 more
2019European Signal Processing Conference5 citations Open access
Semantic Scholar
Hand pose recognition in First Person Vision through graph spectral analysis
Mohamad Baydoun, Alejandro Betancourt, Pietro Morerio, L. Marcenaro +2 more
2017IEEE International Conference on Acoustics, Speech, and Signal Processing5 citations
Semantic Scholar
Abnormality Detection using Graph Matching for Multi-Task Dynamics of Autonomous Systems
Hassan Zaal, Mohamad Baydoun, L. Marcenaro, L. Tokarchuk +1 more
2019Advanced Video and Signal Based Surveillance1 citations Open access
Semantic Scholar
Task-dependent saliency estimation from trajectories of agents in video sequences
Damian Campo, Mohamad Baydoun, L. Marcenaro, C. Regazzoni
2017International Conference on Information Photonics1 citations
Semantic Scholar
Learning probabilistic interaction models
Mohamad Baydoun
20200 citations
Semantic Scholar