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M

Michel Verleysen

uclouvain/sst/icteam

H指数:54

被引数:1.5万

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工作经历

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荣誉奖项

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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

IF6.5

2025-10-270

PRE

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

IF6.5

2024-09-010

PRE

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

IF6.5

2023-09-017

PRE

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

IF6.5

2022-09-010

OAAI

Fast Multiscale Neighbor Embedding

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-04-016

PREAI

Reading grid for feature selection relevance criteria in regression *

PATTERN RECOGNITION LETTERS

IF3.3

2021-08-011

PREAI

LASSO multi-objective learning algorithm for feature selection

基于LASSO多目标学习的特征选择算法

IF2.5

2020-02-0317

PREAI

Nonlinear Dimensionality Reduction With Missing Data Using Parametric Multiple Imputations

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2019-04-0114

PREAI

Combining strong sparsity and competitive predictive power with the L-sOPLS approach for biomarker discovery in metabolomics

IF3.3

2017-09-273

PREAI

Clustering Smart Card Data for Urban Mobility Analysis

用于城市移动分析的聚类智能卡数据

IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

IF8.4

2017-03-01142

PREAI

Kernel-based dimensionality reduction using Renyi's α-entropy measures of similarity

IF6.5

2017-01-0119

PREAI

Reinforced Extreme Learning Machines for Fast Robust Regression in the Presence of Outliers

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2016-12-0120

PREAI

Multi-scale similarities in stochastic neighbour embedding: Reducing dimensionality while preserving both local and global structure

IF6.5

2015-12-0150

PREAI

Statistical treatment of 2D NMR COSY spectra in metabolomics: data preparation, clustering-based evaluation of the Metabolomic Informative Content and comparison with 1H-NMR

IF3.3

2015-07-2335

PREAI

Incremental classification of objects in scenes: Application to the delineation of images

IF6.5

2015-03-012

PREAI

Automatic Organ at Risk Delineation with Machine Learning Techniques

MEDICAL PHYSICS

IF3.2

2014-05-291

PRE

Classification in the Presence of Label Noise: a Survey

存在标签噪声时的分类: 一项调查

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2014-05-011.2K

PREAI

Pointwise probability reinforcements for robust statistical inference

用于鲁棒统计推断的逐点概率增强

NEURAL NETWORKS

IF6.3

2014-02-011

PREAI

Mutual information-based feature selection for multilabel classification

IF6.5

2013-12-01115

PRE

A graph Laplacian based approach to semi-supervised feature selection for regression problems

IF6.5

2013-12-0168

PRE