Danilo Medeiros Eler

About Danilo Medeiros Eler

Danilo Medeiros Eler, With an exceptional h-index of 13 and a recent h-index of 10 (since 2020), a distinguished researcher at Universidade Estadual Paulista, specializes in the field of visual analytics, information visualization, visual data mining, explainable artificial intelligence, data science.

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

Interpretation and Hierarchical methods for Dimensionality Reduction

Model-Agnostic Interpretation via Feature Perturbation Visualization

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

A Grid-based Method for Removing Overlaps of Dimensionality Reduction Scatterplot Layouts

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

PIXEL-ORIENTED VISUALIZATION FOR EXPLAINING DATA CLASSIFICATION IN A MULTILAYER NEURAL NETWORK

Danilo Medeiros Eler Information

University

Position

Professor of Computer Science (Unesp)

Citations(all)

767

Citations(since 2020)

471

Cited By

414

hIndex(all)

13

hIndex(since 2020)

10

i10Index(all)

17

i10Index(since 2020)

10

Email

University Profile Page

Google Scholar

Danilo Medeiros Eler Skills & Research Interests

visual analytics

information visualization

visual data mining

explainable artificial intelligence

data science

Top articles of Danilo Medeiros Eler

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

Interpretation and Hierarchical methods for Dimensionality Reduction

2023/11/6

Model-Agnostic Interpretation via Feature Perturbation Visualization

2023/11/6

Danilo Medeiros Eler
Danilo Medeiros Eler

H-Index: 7

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

2023/10/16

A Grid-based Method for Removing Overlaps of Dimensionality Reduction Scatterplot Layouts

IEEE Transactions on Visualization and Computer Graphics

2023/8/30

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

Danilo Medeiros Eler
Danilo Medeiros Eler

H-Index: 7

Marcelo Medeiros Eler
Marcelo Medeiros Eler

H-Index: 10

PIXEL-ORIENTED VISUALIZATION FOR EXPLAINING DATA CLASSIFICATION IN A MULTILAYER NEURAL NETWORK

Colloquium Exactarum. ISSN: 2178-8332

2023

Toward prioritization of self-admitted technical debt: an approach to support decision to payment

Software Quality Journal

2022/1/21

Bruno Santos De Lima
Bruno Santos De Lima

H-Index: 0

Danilo Medeiros Eler
Danilo Medeiros Eler

H-Index: 7

Fireasy: a tool to aid security policy modeling, translation and understanding firewall configuration

2022/6/22

Rogério Eduardo Garcia
Rogério Eduardo Garcia

H-Index: 7

Danilo Medeiros Eler
Danilo Medeiros Eler

H-Index: 7

A Machine Learning Strategy Based on Kittler’s Taxonomy to Detect Anomalies and Recognize Contexts Applied to Monitor Water Bodies in Environments

Remote Sensing

2022/5/6

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

2022/1/1

Danilo Medeiros Eler
Danilo Medeiros Eler

H-Index: 7

Ivan Rizzo Guilherme
Ivan Rizzo Guilherme

H-Index: 8

Contrastive analysis for scatterplot-based representations of dimensionality reduction

Computers & Graphics

2021/12/1

SUPPLEMENTARY FILE-HIERARCHICAL UNIFORM MANIFOLD APPROXIMATION AND PROJECTION

2021/11/6

Software Quality as a Subsidy for Teaching Programming

2021/10/13

Rogério Eduardo Garcia
Rogério Eduardo Garcia

H-Index: 7

Danilo Medeiros Eler
Danilo Medeiros Eler

H-Index: 7

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

Big Data Research

2021/7/15

HUMAP: Hierarchical Uniform Manifold Approximation and Projection

arXiv preprint arXiv:2106.07718

2021/6/14

APEHR: Automated Prognosis in Electronic Health Records using multi-head self-attention

2021/6/7

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

Journal of Biomedical Informatics

2021/5/1

Explaining dimensionality reduction results using Shapley values

Expert Systems with Applications

2021/9/15

See List of Professors in Danilo Medeiros Eler University(Universidade Estadual Paulista)

Co-Authors

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