Ludovic Koehl

Université de Lille — France

Psychology · Social Sciences

23h-index1.6kcitations153works1.12yr avg
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Research Topics

Color perception and design(56), Textile materials and evaluations(53), Industrial Vision Systems and Defect Detection(32), Color Science and Applications(12), Sensory Analysis and Statistical Methods(10)

Publications153 total

Transformer-Based Models for Predicting High-Risk Diabetes in Women Using Tabular Data
Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering·2026
Méthodologie de classement des critères de sélection des voies de revalorisation des textiles délaissés
SPIRE - Sciences Po Institutional REpository·2025Open Access
TAIL: A deep learning framework enhancing fabric hand evaluation through multimodal data fusion
Textile Research Journal·2024
Investigating the effects of cognitive scenarios between real fabric and fabric visual representations
Textile Research Journal·2024· 1 cited
Mapping of textile recovery possibilities
SPIRE - Sciences Po Institutional REpository·2024
An intelligent garment for long COVID-19 real-time monitoring
Computers in Biology and Medicine·2024· 2 citedOpen Access
An intelligent garment for online fetal well-being monitoring
Expert Systems with Applications·2024· 3 cited
LCA of garment making and influence of the product quality
SPIRE - Sciences Po Institutional REpository·2024
Vers une intégration de la qualité technique dans l’Analyse de Cycle de Vie des textiles
SPIRE - Sciences Po Institutional REpository·2024Open Access
Durabilité, longévité & obsolescence dans le secteur textile : Prémices d’une réflexion globale
SPIRE - Sciences Po Institutional REpository·2024
Etat des lieux des voies de valorisations des textiles en fin de vie
SPIRE - Sciences Po Institutional REpository·2024Open Access
Lightweight Transformer for Federated Human Activity Recognition in Home Care
SSRN Electronic Journal·2024Open Access
Using Anomaly Detection to Detect Poisoning Attacks in Federated Learning Applications
SSRN Electronic Journal·2024· 3 citedOpen Access
Machine Learning-Based Smart-Textile for COVID-19 Monitoring
2024· 1 citedOpen Access
Explainable Transformer-Based Anomaly Detection for Internet of Things Security
EAI/Springer Innovations in Communication and Computing·2024· 6 cited
X-RCRNet: An explainable deep-learning network for COVID-19 detection using ECG beat signals
Biomedical Signal Processing and Control·2023· 8 citedOpen Access
Proof of Swarm Based Ensemble Learning for Federated Learning Applications
2023· 4 citedOpen Access
AnoFed: Adaptive anomaly detection for digital health using transformer-based federated learning and support vector data description
Engineering Applications of Artificial Intelligence·2023· 44 citedOpen Access
Online classification and diagnosis of COVID-19 symptoms by using an intelligent wearable system
2023
Using Anomaly Detection to Detect Poisoning Attacks in Federated Learning Applications
arXiv (Cornell University)·2022· 2 citedOpen Access
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Frequent Co-authors

Xianyi Zeng(41), Anne Perwuelz(6), Xuyuan Tao(5), Guillaume Tartare(4), Julien De Jonckheere(4), Zhebin Xue(4), Y. Chen(3), Kim Phuc Tran(3), Kehui Song(3), Vijay Kumar(3), Philippe Vroman(3), Gaurav Agarwal(3), Jie Lü(2), Jun Ma(2), Guangquan Zhang(2), Yijun Zhu(2), Tarun Kumar Agrawal(2), Christine Campagne(2), Pascal Bruniaux(2), Xin Zhao(2)