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Gaël de Lannoy
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Journal Articles
- 2022
- [j3]Thomas Beznik
, Paul Smyth, Gaël de Lannoy, John A. Lee:
Deep learning to detect bacterial colonies for the production of vaccines. Neurocomputing 470: 427-431 (2022) - 2012
- [j2]Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
:
Weighted Conditional Random Fields for Supervised Interpatient Heartbeat Classification. IEEE Trans. Biomed. Eng. 59(1): 241-247 (2012) - 2011
- [j1]Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen
:
Feature Selection for Interpatient Supervised Heart Beat Classification. Comput. Intell. Neurosci. 2011: 643816:1-643816:9 (2011)
Conference and Workshop Papers
- 2020
- [c13]Gaël de Lannoy, Thibault Helleputte, Paul Smyth:
Machine learning in the biopharma industry. ESANN 2020: 533-540 - [c12]Paul Smyth, John A. Lee, Gaël de Lannoy, Thomas Beznik:
Deep Learning to Detect Bacterial Colonies for the Production of Vaccines. ESANN 2020: 541-546 - [c11]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: 553-558 - 2019
- [c10]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 - 2011
- [c9]Gauthier Doquire, Gaël de Lannoy, Damien François, Michel Verleysen:
Feature Selection for Inter-patient Supervised Heart Beat Classification. BIOSIGNALS 2011: 67-73 - [c8]Gaël de Lannoy, Damien François, Michel Verleysen:
Class-Specific Feature Selection for One-Against-All Multiclass SVMs. ESANN 2011 - [c7]Benoît Frénay
, Gaël de Lannoy, Michel Verleysen
:
Label Noise-Tolerant Hidden Markov Models for Segmentation: Application to ECGs. ECML/PKDD (1) 2011: 455-470 - 2010
- [c6]Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen:
Feature Relevance Assessment in Automatic Inter-patient Heart Beat Classification. BIOSIGNALS 2010: 13-20 - [c5]Gaël de Lannoy, Damien François, Jean Delbeke, Michel Verleysen
:
Weighted SVMs and Feature Relevance Assessment in Supervised Heart Beat Classification. BIOSTEC (Selected Papers) 2010: 212-223 - 2009
- [c4]Gaël de Lannoy, Michel Verleysen, Jean Delbeke:
Assessment and Comparison of Time Realignment Methods for Supervised Heart Beat Classification. BIOSIGNALS 2009: 239-244 - [c3]Benoît Frénay, Gaël de Lannoy, Michel Verleysen:
Improving the transition modelling in hidden Markov models for ECG segmentation. ESANN 2009 - 2008
- [c2]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: 140-145 - [c1]Gaël de Lannoy, Arnaud de Decker, Michel Verleysen
:
A Supervised Wavelet Transform Algorithm for R Spike Detection in Noisy ECGs. BIOSTEC (Selected Papers) 2008: 256-264
Informal and Other Publications
- 2021
- [i2]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 abs/2103.05337 (2021) - 2020
- [i1]Thomas Beznik, Paul Smyth, Gaël de Lannoy, John A. Lee:
Deep Learning to Detect Bacterial Colonies for the Production of Vaccines. CoRR abs/2009.00926 (2020)
Coauthor Index
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