Raphaël Couturier

Professor

Université de Franche-Comté

France

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Professor Raphaël Couturier is a faculty member at Université Bourgogne Franche-Comté in France. His research areas encompass deep learning applications, intrusion detection in smart-grid communication, time series clustering, and encryption methods. He has published recent articles exploring topics such as digital holographic microscopy, artificial intelligence in nursing, and data transmission in Internet of Medical Things (IoMT) networks.

Articles (14)

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2025

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2024

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2024

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2024

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2023

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2023

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2023

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2023

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2023

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2022

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2022

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2022

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2022

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2022

Collaborators (3)

Joseph Azar

Marie and Louis Pasteur University

FRANCE

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Stéphane Guérin

Université de Bourgogne

FRANCE

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Christophe Guyeux

Université de Franche-Comté

FRANCE

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Raphaël Couturier

Research Interests

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Articles (14)

Text Mining and Unsupervised Deep Learning for Intrusion Detection in Smart-Grid Communication Networks

TSCAPE: time series clustering with curve analysis and projection on an Euclidean space

A deep learning object detection method to improve cluster analysis of two-dimensional data

Digital holographic microscopy applied to 3D computer micro-vision by using deep neural networks

Multibiosensor Data Sampling and Transmission Reduction With Decision-Making for Remote Patient Monitoring in IoMT Networks

Simultaneous encryption and authentication of messages over GPUs

Applications of artificial intelligence for nursing: has a new era arrived?

Characterization of a Driven Two-Level Quantum System by Supervised Learning

LESCA: LightwEight Stream Cipher Algorithm for emerging systems

A Single-Pass and One-Round Message Authentication Encryption for Limited IoT Devices

An Edge-Fog Computing-Enabled Lossless EEG Data Compression With Epileptic Seizure Detection in IoMT Networks

DKEMA: GPU-based and dynamic key-dependent efficient message authentication algorithm

ORSCA-GPU: one round stream cipher algorithm for GPU implementation

How separable median filters can get better results than full 2D versions

Collaborators (3)

Joseph Azar

Stéphane Guérin

Christophe Guyeux

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