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Matthieu Saumard

Testing the Predictor Effect on a Functional Response
2015 · Valentin Patilea, César Sánchez-Sellero, et al. · Journal of the American Statistical Association · 31
Enhancing Speech Emotions Recognition Using Multivariate Functional Data Analysis
2023 · Matthieu Saumard · Big Data and Cognitive Computing · 11
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Multi-oriented run length based static and dynamic features fused with Choquet fuzzy integral for human fall detection in videos
2021 · Bilal Hadjadji, Matthieu Saumard, et al. · Journal of Visual Communication and Image Representation · 11
Projection-based nonparametric goodness-of-fit testing with functional covariates
2012 · Patilea, Valentin, Sanchez-Sellero, Cesar, et al. · arXiv (Cornell University) · 9
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Performance analysis of MTS on the VVC encoder
2023 · Sameh Samir, Taheni Damak, et al. · Signal Image and Video Processing · 5
Improving prediction performance of stellar parameters using functional models
2015 · Sylvain Robbiano, Matthieu Saumard, et al. · Journal of Applied Statistics · 5
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Linear causality in the sense of Granger with stationary functional time series
2017 · Matthieu Saumard · Contributions to statistics · 4
Projection-based nonparametric testing for functional covariate effect.
2011 · Valentin Patilea, César Andrés Sánchez Sellero, et al. · Dialnet (Universidad de la Rioja) · 4
Reconsidering conceptual knowledge: Heterogeneity of its components
2022 · Sébastien Puma, Emmanuel Sander, et al. · Journal of Experimental Child Psychology · 3
Nonparametric testing for no-effect with functional responses and functional covariates
2012 · Patilea, Valentin, Sanchez-Sellero, Cesar, et al. · arXiv (Cornell University) · 3
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Optimized VVC Transform Module Based on Fast MTS Decision
2024 · Sameh Samir, Taheni Damak, et al. · IEEE/ACS International Conference on Computer Systems and Applications (AICCSA) · 2
Random Forest Based Fast MTS Algorithm for VVC Encoder
2025 · Sameh Samir, Matthieu Saumard, et al. · Lecture notes in computer science · 1
Comparison of Deep Learning Methods for Functional Data
2025 · Nouhaila Goujili, Matthieu Saumard, et al. · Contributions to statistics · 1
Deep functional multiple index models with an application to SER
2024 · Saumard, Matthieu, Haj, Abir El, et al. · arXiv (Cornell University) · 1
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Enhancing Optical Correlation Decision Performance for Face Recognition by Using a Nonparametric Kernel Smoothing Classification
2019 · Matthieu Saumard, Marwa Elbouz, et al. · Sensors · 1
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Nonparametric kernel smoothing classification to enhance optical correlation decision performances
2019 · Matthieu Saumard, Marwa Elbouz, et al. · Pattern Recognition and Tracking · 1
Diving Deeper into VLMs: Physics-Conditioned Prompting and Depth Fusion for Underwater Segmentation
2026 · Nmiri, Sirine, Saumard, Matthieu, et al. · HAL
Lightweight machine learning-based optimization of the transform module in VVC
2026 · Sameh Samir, Matthieu Saumard, et al. · Digital Signal Processing
Wav2vec Meets Vit: Decoding Emotions in Speech
2026 · Saumard, Matthieu, Napoléon, Thibault · HAL
Deep functional multiple index models with an application to speech emotion recognition
2025 · Matthieu Saumard, Abir El Haj, et al. · Array
Functional Data Analysis for Prediction of Employee Presence
2025 · Nouhaila Goujili, Matthieu Saumard, et al. · IEEE Access
The Impact of Multiple Transform Selection (MTS) on the VVC Encoderperformance
2023 · Samir, Sameh, Damak, Taheni, et al. · HAL
L'impact de la sélection de transformées multiples (MTS) sur les performances de l'encodeur VVC
2023 · Samir, Sameh, Damak, Taheni, et al. · HAL
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Dynamic Functional Principal Components for Testing Causality
2021 · Matthieu Saumard, Bilal Hadjadji · Signals
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Quantitative Follow-Up of MOOC Students Using Big Data Techniques
2019 · Jean-Pierre Gerval, Matthieu Saumard · Smart innovation, systems and technologies
Works count: 31
Citation count: 93
H-index: 5
I10-index: 3
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