Danilo Medeiros Eler

Orcid: 0000-0002-9493-145X

According to our database1, Danilo Medeiros Eler authored at least 57 papers between 2006 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Bibliography

2023
Associating Anomaly Detection Strategy Based on Kittler's Taxonomy with Image Editing to Extend the Mapping of Polluted Water Bodies.
Remote. Sens., December, 2023

Dimensionality Reduction and Anomaly Detection Based on Kittler's Taxonomy: Analyzing Water Bodies in Two Dimensional Spaces.
Remote. Sens., August, 2023

Model-Agnostic Interpretation via Feature Perturbation Visualization.
Proceedings of the 36th SIBGRAPI Conference on Graphics, Patterns and Images, 2023

Analyzing Accessibility Reviews Associated with Visual Disabilities or Eye Conditions.
Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2022
Toward prioritization of self-admitted technical debt: an approach to support decision to payment.
Softw. Qual. J., 2022

A Machine Learning Strategy Based on Kittler's Taxonomy to Detect Anomalies and Recognize Contexts Applied to Monitor Water Bodies in Environments.
Remote. Sens., 2022

Semi-automatic CNN Architectural Pruning using the Bayesian Case Model and Dimensionality Reduction Visualization.
Proceedings of the 17th International Joint Conference on Computer Vision, 2022

2021
Visual analytics of COVID-19 dissemination in São Paulo state, Brazil.
J. Biomed. Informatics, 2021

Explaining dimensionality reduction results using Shapley values.
Expert Syst. Appl., 2021

HUMAP: Hierarchical Uniform Manifold Approximation and Projection.
CoRR, 2021

Contrastive analysis for scatter plot-based representations of dimensionality reduction.
CoRR, 2021

Model-agnostic interpretation by visualization of feature perturbations.
CoRR, 2021

Contrastive analysis for scatterplot-based representations of dimensionality reduction.
Comput. Graph., 2021

ExplorerTree: A Focus+Context Exploration Approach for 2D Embeddings.
Big Data Res., 2021

PlaceProfile: Employing Visual and Cluster Analysis to Profile Regions based on Points of Interest.
Proceedings of the 23rd International Conference on Enterprise Information Systems, 2021

Software Quality as a Subsidy for Teaching Programming.
Proceedings of the IEEE Frontiers in Education Conference, 2021

APEHR: Automated Prognosis in Electronic Health Records using multi-head self-attention.
Proceedings of the 34th IEEE International Symposium on Computer-Based Medical Systems, 2021

2020
SADIRE: a context-preserving sampling technique for dimensionality reduction visualizations.
J. Vis., 2020

A Strategy to Enhance Computer Science Teaching Material Using Topic Modelling: Towards Overcoming The Gap Between College And Workplace Skills.
Proceedings of the 51st ACM Technical Symposium on Computer Science Education, 2020

From explanations to feature selection: assessing SHAP values as feature selection mechanism.
Proceedings of the 33rd SIBGRAPI Conference on Graphics, Patterns and Images, 2020

A class-based evaluation approach to assess multidimensional projections.
Proceedings of the 24th International Conference on Information Visualisation, 2020

Entropy-Based Filter Selection in CNNs Applied to Text Classification.
Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019
Detecting multi-scale distance-based inconsistencies in cities through complex-networks.
J. Comput. Sci., 2019

Evaluation of approaches proposed to avoid overlap of markers in visualizations based on multidimensional projection techniques.
Inf. Vis., 2019

Visual Approach to Support Analysis of Optimum-Path Forest Classifier.
Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018
Double Distance-Calculation-Pruning for Similarity Search.
Inf., 2018

Analysis of Document Pre-Processing Effects in Text and Opinion Mining.
Inf., 2018

Hadoop Cluster Deployment: A Methodological Approach.
Inf., 2018

Hybrid Visualization Approach to Show Documents Similarity and Content in a Single View.
Inf., 2018

A Distance-Based Tool-Set to Track Inconsistent Urban Structures Through Complex-Networks.
Proceedings of the Computational Science - ICCS 2018, 2018

Data Classification: Dimensionality Reduction Using Combined and Non-combined Multidimensional Projection Techniques.
Proceedings of the 7th Brazilian Conference on Intelligent Systems, 2018

2017
An Approach to Perform Local Analysis on Multidimensional Projection.
Proceedings of the 30th SIBGRAPI Conference on Graphics, Patterns and Images, 2017

Teaching software quality via source code inspection tool.
Proceedings of the 2017 IEEE Frontiers in Education Conference, 2017

2016
An Evaluation of the Volume on Surface (VoS) Approach.
Proceedings of the 29th SIBGRAPI Conference on Graphics, Patterns and Images, 2016

On how characteristics that hinder test data generation using symbolic execution combine: An analysis of the SF100 benchmark.
Proceedings of the 35th International Conference of the Chilean Computer Science Society, 2016

Combined Methodology for Theoretical Computing.
Proceedings of the 2016 IEEE Frontiers in Education Conference, 2016

2015
Supporting Technical Debt Cataloging with TD-Tracker Tool.
Adv. Softw. Eng., 2015

Hybrid Visualization: A New Approach to Display Instances Relationship and Attributes Behaviour in a Single View.
Proceedings of the 19th International Conference on Information Visualisation, 2015

An Immersive and Interactive Visualization System by Integrating Distinct Platforms.
Proceedings of the 19th International Conference on Information Visualisation, 2015

Simplified Stress and Simplified Silhouette Coefficient to a Faster Quality Evaluation of Multidimensional Projection Techniques and Feature Spaces.
Proceedings of the 19th International Conference on Information Visualisation, 2015

2014
Collaborative Information Visualization Using a Multi-projection System and Mobile Devices.
Proceedings of the 18th International Conference on Information Visualisation, 2014

Coordinated Multiple Views to Support Image Retrieval.
Proceedings of the 18th International Conference on Information Visualisation, 2014

2013
Coordinating Multiple Views Using an Ontology-Based Semantic Mapping.
Proceedings of the 17th International Conference on Information Visualisation, 2013

Using Otsu's Threshold Selection Method for Eliminating Terms in Vector Space Model Computation.
Proceedings of the 17th International Conference on Information Visualisation, 2013

2012
Employing 2D Projections for Fast Visual Exploration of Large Fiber Tracking Data.
Comput. Graph. Forum, 2012

Coordination Model to Support Visualization of Aspect-Oriented Programs.
Proceedings of the 24th International Conference on Software Engineering & Knowledge Engineering (SEKE'2012), 2012

A Model to Store Coordination Mappings.
Proceedings of the 16th International Conference on Information Visualisation, 2012

2011
Coordinated and multiple views for exploration of similarity maps.
PhD thesis, 2011

Piece wise Laplacian-based Projection for Interactive Data Exploration and Organization.
Comput. Graph. Forum, 2011

2010
Visual Data Exploration to Feature Space Definition.
Proceedings of the SIBGRAPI 2010, 2010

Characterizing 3D Shapes Using Fractal Dimension.
Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

Silhouette-based feature selection for classification of medical images.
Proceedings of the IEEE 23rd International Symposium on Computer-Based Medical Systems (CBMS 2010), 2010

2009
Visual analysis of image collections.
Vis. Comput., 2009

Topic-Based Coordination for Visual Analysis of Evolving Document Collections.
Proceedings of the 13th International Conference on Information Visualisation, 2009

2008
Multidimensional Visualization to Support Analysis of Image Collections.
Proceedings of the SIBGRAPI 2008, 2008

Coordinated and Multiple Views for Visualizing Text Collections.
Proceedings of the 12th International Conference on Information Visualisation, 2008

2006
Empowering iso-surfaces with volume data.
Proceedings of the GRAPP 2006: Proceedings of the First International Conference on Computer Graphics Theory and Applications, 2006


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