Gaël de Lannoy

Publication Activity (10 Years)

Years Active: 2008-2022
Publications (10 Years): 7

Top Topics

Web Page Prediction

Machine Learning

Unsupervised Feature Learning

Conditional Random Fields

Top Venues

IEEE Trans. Biomed. Eng.

Publications

Thomas Beznik, Paul Smyth, Gaël de Lannoy, John A. Lee
Deep learning to detect bacterial colonies for the production of vaccines. Neurocomputing 470 (2022)
Tanguy Naets, Maarten Huijsmans, Paul Smyth, Laurent Sorber, Gaël de Lannoy
A Mask R-CNN approach to counting bacterial colony forming units in pharmaceutical development. CoRR (2021)
Paul Smyth, John A. Lee, Gaël de Lannoy, Thomas Beznik
Deep Learning to Detect Bacterial Colonies for the Production of Vaccines. ESANN (2020)
Paul Smyth, Tanguy Naets, Gaël de Lannoy, Laurent Sorber
An agile machine learning project in pharma - developing a Mask R-CNN-based web application for bacterial colony counting. ESANN (2020)
Thomas Beznik, Paul Smyth, Gaël de Lannoy, John A. Lee
Deep Learning to Detect Bacterial Colonies for the Production of Vaccines. CoRR (2020)
Gaël de Lannoy, Thibault Helleputte, Paul Smyth
Machine learning in the biopharma industry. ESANN (2020)
Paul Smyth, Gaël de Lannoy, Moritz von Stosch, Alexander Pysik, Amin Khan
Machine learning in research and development of new vaccines products: opportunities and challenges. ESANN (2019)
Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification. IEEE Trans. Biomed. Eng. 59 (1) (2012)
Gaël de Lannoy, Damien François, Michel Verleysen
Class-Specific Feature Selection for One-Against-All Multiclass SVMs. ESANN (2011)
Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
Feature Selection for Interpatient Supervised Heart Beat Classification. Comput. Intell. Neurosci. 2011 (2011)
Benoît Frénay, Gaël de Lannoy, Michel Verleysen
Label Noise-Tolerant Hidden Markov Models for Segmentation: Application to ECGs. ECML/PKDD (1) (2011)
Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
Feature Selection for Inter-patient Supervised Heart Beat Classification. BIOSIGNALS (2011)
Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
Feature Relevance Assessment in Automatic Inter-patient Heart Beat Classification. BIOSIGNALS (2010)
Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification. BIOSTEC (Selected Papers) (2010)
Gaël de Lannoy, Michel Verleysen, Jean Delbeke
Assessment and Comparison of Time Realignment Methods for Supervised Heart Beat Classification. BIOSIGNALS (2009)
Benoît Frénay, Gaël de Lannoy, Michel Verleysen
Improving the transition modelling in hidden Markov models for ECG segmentation. ESANN (2009)
Gaël de Lannoy, Arnaud de Decker, Michel Verleysen
A Supervised Learning Approach Based on the Continuous Wavelet Transform for R Spike Detection in ECG. BIOSIGNALS (1) (2008)
Gaël de Lannoy, Arnaud de Decker, Michel Verleysen
A Supervised Wavelet Transform Algorithm for R Spike Detection in Noisy ECGs. BIOSTEC (Selected Papers) (2008)