Cyril de Bodt - Publications, H-index & Citations

Cyril de Bodt

uclouvain/sst/icteam

7H指数

31论文数

177被引数

收录论文 7

发表时间

Improving on early exaggeration in -SNE: early hierarchization better preserves global structure 改进t-SNE中的早期放大：早期层次化更好地保留全局结构

Neurocomputing

IF6.5

2025-10-27

PREAI

John A. Lee; Edouard Couplet; Pierre H. Lambert; Pierre Merveille; Ludovic Journaux; Dounia Mulders; Cyril de Bodt; Michel Verleysen

Investigating latent representations and generalization in deep neural networks for tabular data 研究表格数据的深度神经网络中的潜在表示和泛化

NEUROCOMPUTING

IF6.5

2024-09-01

PREAI

Couplet, Edouard; Lambert, Pierre; Verleysen, Michel; Lee, John A.; de Bodt, Cyril

Semi-supervised t-SNE with multi-scale neighborhood preservation

NEUROCOMPUTING

IF6.5

2023-09-01

PREAI

Serna-Serna, Walter; de Bodt, Cyril; Alvarez-Meza, Andres M.; Lee, John A.; Verleysen, Michel; Orozco-Gutierrez, Alvaro A.

SQuadMDS: A lean Stochastic Quartet MDS improving global structure preservation in neighbor embedding like t-SNE and UMAP

NEUROCOMPUTING

IF6.5

2022-09-01

OAAI

Lambert, Pierre; de Bodt, Cyril; Verleysen, Michel; Lee, John A.

Fast Multiscale Neighbor Embedding

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-04-01

PREAI

de Bodt, Cyril; Mulders, Dounia; Verleysen, Michel; Lee, John Aldo

Tuning Database-Friendly Random Projection Matrices for Improved Distance Preservation on Specific Data

APPLIED INTELLIGENCE

IF3.5

2021-07-30

OAAI

Lopez-Sanchez, Daniel; de Bodt, Cyril; Lee, John A.; Arrieta, Angelica Gonzalez; Corchado, Juan M.

Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2019-04-01

PREAI

de Bodt, Cyril; Mulders, Dounia; Verleysen, Michel; Lee, John Aldo

研究方向