John Aldo Lee

FNRS Research Director, IREC and ICTEAM, Université catholique de Louvain

Professor, IREC and ICTEAM, Université catholique de Louvain

Joined

October 2017

Names

John Aldo Lee (Preferred)

,

John A. Lee

Emails

****@uclouvain.be (Confirmed)

Personal Links

Career & Education History

FNRS Research Director

IREC and ICTEAM, Université catholique de Louvain (uclouvain.be)

2022 – Present

Professor

IREC and ICTEAM, Université catholique de Louvain (uclouvain.be)

2017 – Present

FNRS Senior Research Associate

IREC and ICTEAM, Université catholique de Louvain (uclouvain.be)

2017 – 2022

Associate Professor

IREC and ICTEAM, Université catholique de Louvain (uclouvain.be)

2009 – 2017

FNRS Research Associate

IREC and ICTEAM, Université catholique de Louvain (uclouvain.be)

2009 – 2017

Advisors, Relations & Conflicts

Advisor

Michel Verleysen

1999 – 2003

Expertise

clustering

1999 – 2044

image processing

2003 – 2043

dimensionality reduction

1999 – 2043

Publications

Interpretable Parametric Neighbor Embedding
Edouard Couplet, Pierre Lambert, John Aldo Lee, Cyril de Bodt
- BNAIC/BeNeLearn 2025 Poster
- Readers: Everyone
Tuning Database-Friendly Random Projection Matrices for Improved Distance Preservation on Specific Data
Daniel López Sánchez, Cyril de Bodt, John A. Lee, Angélica González Arrieta, Juan M. Corchado
- 2022 (modified: 17 Apr 2023)
- Appl. Intell. 2022
- Readers: Everyone
Deep learning to detect bacterial colonies for the production of vaccines
Thomas Beznik, Paul Smyth, Gaël de Lannoy, John A. Lee
- 2022 (modified: 17 Apr 2023)
- Neurocomputing 2022
- Readers: Everyone
SQuadMDS: a lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP
Pierre Lambert, Cyril de Bodt, Michel Verleysen, John A. Lee
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
Treatment planning in arc proton therapy: Comparison of several optimization problem statements and their corresponding solvers
Sophie Wuyckens, Michael Saint-Guillain, Guillaume Janssens, Lewei Zhao, Xiaoqiang Li, Xuanfeng Ding, Edmond Sterpin, John A. Lee, Kevin Souris
- 2022 (modified: 17 Apr 2023)
- Comput. Biol. Medicine 2022
- Readers: Everyone
Compressive Imaging Through Optical Fiber with Partial Speckle Scanning
Stéphanie Guérit, Siddharth Sivankutty, John A. Lee, Hervé Rigneault, Laurent Jacques
- 2022 (modified: 17 Apr 2023)
- SIAM J. Imaging Sci. 2022
- Readers: Everyone
SQuadMDS: A lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP
Pierre Lambert, Cyril de Bodt, Michel Verleysen, John A. Lee
- 2022 (modified: 17 Apr 2023)
- Neurocomputing 2022
- Readers: Everyone
Treatment planning in arc proton therapy: Comparison of several optimization problem statements and their corresponding solvers
Sophie Wuyckens, Michael Saint-Guillain, Guillaume Janssens, Lewei Zhao, Xiaoqiang Li, Xuanfeng Ding, Edmond Sterpin, John A. Lee, Kevin Souris
- 2022 (modified: 17 Apr 2023)
- Comput. Biol. Medicine 2022
- Readers: Everyone
Tuning Database-Friendly Random Projection Matrices for Improved Distance Preservation on Specific Data
Daniel López Sánchez, Cyril de Bodt, John A. Lee, Angélica González Arrieta, Juan M. Corchado
- 2022 (modified: 17 Apr 2023)
- Appl. Intell. 2022
- Readers: Everyone
SQuadMDS: A lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP
Pierre Lambert, Cyril de Bodt, Michel Verleysen, John A. Lee
- 2022 (modified: 17 Apr 2023)
- Neurocomputing 2022
- Readers: Everyone

View all 213 publications

Co-Authors

View all 182 co-authors