Wilson E Marcílio-Jr

About Wilson E Marcílio-Jr

Wilson E Marcílio-Jr, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Universidade Estadual Paulista, specializes in the field of dimensionality reduction, visual analytics, machine learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Associating Anomaly Detection Strategy Based on Kittler’s Taxonomy with Image Editing to Extend the Mapping of Polluted Water Bodies

Model-Agnostic Interpretation via Feature Perturbation Visualization

Interpretation and Hierarchical methods for Dimensionality Reduction

Análise de Avaliaçoes de Acessibilidade Digital Associadas a Deficiências Visuais e Condiçoes Oculares

Dimensionality Reduction and Anomaly Detection Based on Kittler’s Taxonomy: Analyzing Water Bodies in Two Dimensional Spaces

Analyzing Accessibility Reviews Associated with Visual Disabilities or Eye Conditions

Toward interpretable and hierarchical methods for dimensionality reduction

Semi-automatic CNN Architectural Pruning using the Bayesian Case Model and Dimensionality Reduction Visualization.

Wilson E Marcílio-Jr Information

University

Position

PhD candidate

Citations(all)

226

Citations(since 2020)

222

Cited By

22

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

4

i10Index(since 2020)

4

Email

University Profile Page

Google Scholar

Wilson E Marcílio-Jr Skills & Research Interests

dimensionality reduction

visual analytics

machine learning

Top articles of Wilson E Marcílio-Jr

Associating Anomaly Detection Strategy Based on Kittler’s Taxonomy with Image Editing to Extend the Mapping of Polluted Water Bodies

Remote Sensing

2023/12/16

Model-Agnostic Interpretation via Feature Perturbation Visualization

2023/11/6

Interpretation and Hierarchical methods for Dimensionality Reduction

2023/11/6

Wilson E Marcílio-Jr
Wilson E Marcílio-Jr

H-Index: 3

Análise de Avaliaçoes de Acessibilidade Digital Associadas a Deficiências Visuais e Condiçoes Oculares

2023/10/16

Dimensionality Reduction and Anomaly Detection Based on Kittler’s Taxonomy: Analyzing Water Bodies in Two Dimensional Spaces

Remote Sensing

2023/8/19

Analyzing Accessibility Reviews Associated with Visual Disabilities or Eye Conditions

2023/4/19

Toward interpretable and hierarchical methods for dimensionality reduction

2023/2/2

Semi-automatic CNN Architectural Pruning using the Bayesian Case Model and Dimensionality Reduction Visualization.

2022/1/1

Humap: Hierarchical uniform manifold approximation and projection

arXiv preprint arXiv:2106.07718

2021/6/14

Wilson E Marcílio-Jr
Wilson E Marcílio-Jr

H-Index: 3

Visual analytics of COVID-19 dissemination in São Paulo state, Brazil

Journal of Biomedical Informatics

2021/5/1

Wilson E Marcílio-Jr
Wilson E Marcílio-Jr

H-Index: 3

Model-agnostic interpretation by visualization of feature perturbations

arXiv preprint arXiv:2101.10502

2021/1/26

Wilson E Marcílio-Jr
Wilson E Marcílio-Jr

H-Index: 3

PlaceProfile: Employing Visual and Cluster Analysis to Profile Regions based on Points of Interest.

2021/1/1

Contrastive analysis for scatterplot-based representations of dimensionality reduction

Computers & Graphics

2021/12/1

Wilson E Marcílio-Jr
Wilson E Marcílio-Jr

H-Index: 3

SUPPLEMENTARY FILE-HIERARCHICAL UNIFORM MANIFOLD APPROXIMATION AND PROJECTION

2021/11/6

Wilson E Marcílio-Jr
Wilson E Marcílio-Jr

H-Index: 3

Explaining dimensionality reduction results using Shapley values

Expert Systems with Applications

2021/9/15

ExplorerTree: a focus+ context exploration approach for 2D embeddings

Big Data Research

2021/7/15

Wilson E Marcílio-Jr
Wilson E Marcílio-Jr

H-Index: 3

SADIRE: a context-preserving sampling technique for dimensionality reduction visualizations

Journal of Visualization

2020/12

From explanations to feature selection: assessing SHAP values as feature selection mechanism

2020/11/7

Entropy-Based Filter Selection in CNNs Applied to Text Classification

2020/10/13

A class-based evaluation approach to assess multidimensional projections

2020/9/7

See List of Professors in Wilson E Marcílio-Jr University(Universidade Estadual Paulista)

Co-Authors

academic-engine