Gaël de Lannoy

18 papers B 6Journal 5Unranked 7
YearRankTypeTitle / Venue / Authors
2022 J jnl
Deep learning to detect bacterial colonies for the production of vaccines.
Neurocomputing
Thomas Beznik, Paul Smyth, Gaël de Lannoy, John A. Lee
2021 J jnl
A Mask R-CNN approach to counting bacterial colony forming units in pharmaceutical development.
CoRR
Tanguy Naets, Maarten Huijsmans, Paul Smyth, Laurent Sorber, Gaël de Lannoy
2020 B conf
An agile machine learning project in pharma - developing a Mask R-CNN-based web application for bacterial colony counting.
ESANN
Paul Smyth, Tanguy Naets, Gaël de Lannoy, Laurent Sorber
2020 B conf
Deep Learning to Detect Bacterial Colonies for the Production of Vaccines.
ESANN
Paul Smyth, John A. Lee, Gaël de Lannoy, Thomas Beznik
2020 J jnl
Deep Learning to Detect Bacterial Colonies for the Production of Vaccines.
CoRR
Thomas Beznik, Paul Smyth, Gaël de Lannoy, John A. Lee
2020 B conf
Machine learning in the biopharma industry.
ESANN
Gaël de Lannoy, Thibault Helleputte, Paul Smyth
2019 B conf
Machine learning in research and development of new vaccines products: opportunities and challenges.
ESANN
Paul Smyth, Gaël de Lannoy, Moritz von Stosch, Alexander Pysik, Amin Khan
2012 J jnl
Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification.
IEEE Trans. Biomed. Eng.
Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
2011 B conf
Class-Specific Feature Selection for One-Against-All Multiclass SVMs.
ESANN
Gaël de Lannoy, Damien François, Michel Verleysen
2011 — conf
Feature Selection for Inter-patient Supervised Heart Beat Classification.
BIOSIGNALS
Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
2011 J jnl
Feature Selection for Interpatient Supervised Heart Beat Classification.
Comput. Intell. Neurosci.
Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
2011 — conf
Label Noise-Tolerant Hidden Markov Models for Segmentation: Application to ECGs.
ECML/PKDD (1)
Benoît Frénay, Gaël de Lannoy, Michel Verleysen
2010 — conf
Feature Relevance Assessment in Automatic Inter-patient Heart Beat Classification.
BIOSIGNALS
Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
2010 — conf
Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification.
BIOSTEC (Selected Papers)
Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
2009 — conf
Assessment and Comparison of Time Realignment Methods for Supervised Heart Beat Classification.
BIOSIGNALS
Gaël de Lannoy, Michel Verleysen, Jean Delbeke
2009 B conf
Improving the transition modelling in hidden Markov models for ECG segmentation.
ESANN
Benoît Frénay, Gaël de Lannoy, Michel Verleysen
2008 — conf
A Supervised Learning Approach Based on the Continuous Wavelet Transform for R Spike Detection in ECG.
BIOSIGNALS (1)
Gaël de Lannoy, Arnaud de Decker, Michel Verleysen
2008 — conf
A Supervised Wavelet Transform Algorithm for R Spike Detection in Noisy ECGs.
BIOSTEC (Selected Papers)
Gaël de Lannoy, Arnaud de Decker, Michel Verleysen