| 2026 | ACIIDS | SHAP-Guided LightGBM Classification of Neuropathic EMG Signals. | Massimo Coppotelli, Aziz Gaaya, Patricia Conde-Cespedes, Behet Ugur Treyin, Maria Trocan |
| 2026 | ACIIDS | A Comparison of Feature Selection Using SHAP-Values for Tree and Non-tree-Based Models. | Federico Santavicca, Harald H. Rietdijk, Patricia Conde Cspedes, Maria Trocan |
| 2026 | ISCAS | Comparison of Feature Selection Methods for High-Dimensional Small Datasets. | Harald H. Rietdijk, Patricia Conde Cspedes, Talko B. Dijkhuis, Hilbrand Oldenhuis, Maria Trocan |
| 2025 | ACIIDS | Machine Learning Algorithms Comparison for Hand sEMG-Recorded Movements Classification. | Tiago Lopes Rezende, Adam Wilheim, Adriana Berger, Patricia Conde Cspedes, Frdric Amiel, Maria Trocan |
| 2025 | FedCSIS | Simple Idea Discovery in a Minimalist LLM Architecture Implementation. | Robert Chihaia, Maria Trocan, Florin Leon |
| 2025 | ISCAS | Latency and Cost-aware Resource Provisioning in Fog Computing: An Auction Theory-based Approach. | Muhammad Fahimullah, Shohreh Ahvar, Maria Trocan |
| 2025 | ISCAS | Impact of Dataset Characteristics on Optimal Model Selection: A Comparative Analysis of Simulated and Real-World Data. | Harald H. Rietdijk, Olayemi Shola Alabi, Patricia Conde Cspedes, Talko B. Dijkhuis, Hilbrand K. E. Oldenhuis, Maria Trocan |
| 2024 | ACIIDS | Federated Learning for Predicting Irrigation Requirements in Multi-farm Irrigation Scheduling Systems. | Dalhatu Muhammed, Ehsan Ahvar, Shohreh Ahvar, Maria Trocan, Mahnaz Sinaie, Reza Ehsani |
| 2024 | ICCCI | A Clustering Approach for Personalized Coaching Applications. | Annika Van Buren, Audrey Kwan, Harald H. Rietdijk, Talko B. Dijkhuis, Patricia Conde Cspedes, Hilbrand Oldenhuis, Maria Trocan |
| 2024 | ISCAS | A Multi-Farm Irrigation Scheduling System (MISS) for Arid and Semi-Arid Regions: A Realistic Scenario. | Dalhatu Muhammed, Ehsan Ahvar, Shohreh Ahvar, Maria Trocan, Reza Ehsani |
| 2023 | ICASSP | Scalable Missing Data Imputation With Graph Neural Networks. | Guillaume Lachaud, Patricia Conde Cspedes, Maria Trocan |
| 2023 | ICCCI | Credit Risk Scoring Using a Data Fusion Approach. | Ayoub El Qadi, Maria Trocan, Patricia Conde Cspedes, Thomas Frossard, Natalia Daz Rodrguez |
| 2022 | ACIIDS | Explaining Predictive Scheduling in Cloud. | Muhammad Fahimullah, Rohit Gupta, Shohreh Ahvar, Maria Trocan |
| 2022 | ACIIDS | Graph Neural Networks-Based Multilabel Classification of Citation Network. | Guillaume Lachaud, Patricia Conde Cspedes, Maria Trocan |
| 2022 | ICCCI | Patch Selection for Melanoma Classification. | Guillaume Lachaud, Patricia Conde Cspedes, Maria Trocan |
| 2022 | MEDES | Graphene Detection System. | Sankari Balasubramaniyan, Mathieu Thevenin, Frdric Amiel, Maria Trocan |
| 2022 | MEDES | Sectorial Analysis Impact on the Development of Credit Scoring Machine Learning Models. | Ayoub El Qadi, Maria Trocan, Thomas Frossard, Natalia Daz Rodrguez |
| 2021 | ICCCI | Detection of Monolayer Graphene. | Sankari Balasubramaniyan, Franois Parmentier, Preden Roulleau, Mathieu Thevenin, Alexis Brenes, Maria Trocan |
| 2021 | ICCCI | Entropy Role on Patch-Based Binary Classification for Skin Melanoma. | Guillaume Lachaud, Patricia Conde Cspedes, Maria Trocan |
| 2020 | ACIIDS | Benign and Malignant Skin Lesion Classification Comparison for Three Deep-Learning Architectures. | Ercument Yilmaz, Maria Trocan |
| 2020 | ICCCI | Melanoma Detection Using Deep Learning. | Florent Favole, Maria Trocan, Ercument Yilmaz |
| 2019 | ACIIDS | Sharp Images Detection for Microscope Pollen Slides Observation. | Aysha Kadaikar, Maria Trocan, Frdric Amiel, Patricia Conde Cspedes, Benjamin Guinot, Roland Sarda Estve, Dominique Baisne, Gilles Oliver |
| 2019 | ICANN | Change Detection in Satellite Images Using Reconstruction Errors of Joint Autoencoders. | Ekaterina Kalinicheva, Jrmie Sublime, Maria Trocan |
| 2019 | ICCCI | Real Time Region of Interest Determination and Implementation with Integral Image. | Frdric Amiel, Boubacar Barry, Anand Krishnamoorthy, Maria Trocan, Marc Swynghedauw |
| 2018 | ACIIDS | Feature-Based Image Compression. | Pavel Morozkin, Marc Swynghedauw, Maria Trocan |
| 2018 | ICIP | Robust Image Reconstruction for Block-Based Compressed Sensing Using a Binary Measurement Matrix. | Ali Akbari, Maria Trocan |
| 2018 | MISSI | Sparse Solution to Inverse Problem of Nonlinear Dimensionality Reduction. | Honggui Li, Maria Trocan |
| 2018 | MMSP | Downsampling Based Image Coding Using Dual Dictionary Learning and Sparse Representations. | Ali Akbari, Maria Trocan |
| 2017 | ICCCI | Neural Network Based Eye Tracking. | Pavel Morozkin, Marc Swynghedauw, Maria Trocan |
| 2016 | ICCCI | Spectral Saliency-Based Video Deinterlacing. | Umang Aggarwal, Maria Trocan, Franois-Xavier Coudoux |
| 2016 | INISTA | An image compression for embedded eye-tracking applications. | Pavel Morozkin, Marc Swynghedauw, Maria Trocan |
| 2016 | MMSP | Image compression using adaptive sparse representations over trained dictionaries. | Ali Akbari, Maria Trocan, Bertrand Granado |
| 2016 | PCS | Image error concealment using sparse representations over a trained dictionary. | Ali Akbari, Maria Trocan, Bertrand Granado |
| 2015 | ICCCI | Saliency-Guided Video Deinterlacing. | Maria Trocan, Franois-Xavier Coudoux |
| 2014 | ICCCI | An Overlapped Motion Compensated Approach for Video Deinterlacing. | Shaunak Ganguly, Shaumik Ganguly, Maria Trocan |
| 2013 | ICCCI | A Graph-Cut-Based Smooth Quantization Approach for Image Compression. | Maria Trocan, Batrice Pesquet |
| 2012 | MISSI | A Sparse Reconstruction Approach to Video Deinterlacing. | Maria Trocan |
| 2011 | ICIP | Inter prediction using lapped transforms for advanced video coding. | Rafael Galvo de Oliveira, Batrice Pesquet-Popescu, Maria Trocan |
| 2010 | ICIP | Compressed sensing of multiview images using disparity compensation. | Maria Trocan, Thomas Maugey, Eric W. Tramel, James E. Fowler, Batrice Pesquet-Popescu |
| 2010 | MMSP | Multistage compressed-sensing reconstruction of multiview images. | Maria Trocan, Thomas Maugey, Eric W. Tramel, James E. Fowler, Batrice Pesquet-Popescu |
| 2008 | ICIP | Wavelet-based multi-view video coding with joint best basis wavelet packets. | Jens-Uwe Garbas, Batrice Pesquet-Popescu, Maria Trocan, Andr Kaup |
| 2007 | ICIP | Graph-Cut Rate Distortion Algorithm for Contourlet-Based Image Compression. | Maria Trocan, Batrice Pesquet-Popescu, James E. Fowler |
| 2007 | VCIP | Video coding with fully separable wavelet and wavelet packet transforms. | Maria Trocan, Batrice Pesquet-Popescu |
| 2006 | ICASSP | Lms Based Adaptive Prediction for Scalable Video Coding. | B. Ugur Treyin, Maria Trocan, Batrice Pesquet-Popescu, A. Enis etin |
| 2006 | MMSP | A 5-band Temporal Lifting Scheme for Video Surveillance. | Maria Trocan, Christophe Tillier, Batrice Pesquet-Popescu, Mihaela van der Schaar |
| 2005 | ACIVS | Scene-Cut Processing in Motion-Compensated Temporal Filtering. | Maria Trocan, Batrice Pesquet-Popescu |