Ronnie Alves

According to our database, Ronnie Alves authored at least 48 papers between 2004 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Explanations based on Item Response Theory (eXirt): A model-specific method to explain tree-ensemble model in trust perspective.

José de Sousa Ribeiro Filho, Lucas Felipe Ferraro Cardoso, Raíssa Lorena Silva da Silva, Nikolas Jorge Santiago Carneiro, Vitor Cirilo Araujo Santos, Ronnie Cley de Oliveira Alves

Expert Syst. Appl., 2024

Standing on the shoulders of giants.

Lucas Felipe Ferraro Cardoso, José de Sousa Ribeiro Filho, Vitor Cirilo Araujo Santos, Regiane S. Kawasaki Francês, Ronnie Cley de Oliveira Alves

CoRR, 2024

How Reliable and Stable are Explanations of XAI Methods?

José Ribeiro, Lucas Felipe Ferraro Cardoso, Vitor Cirilo Araujo Santos, Eduardo Carvalho, Nikolas Jorge S. Carneiro, Ronnie Alves

CoRR, 2024

2022

Black Box Model Explanations and the Human Interpretability Expectations - An Analysis in the Context of Homicide Prediction.

José Ribeiro, Nikolas Jorge S. Carneiro, Ronnie Alves

CoRR, 2022

Global Explanation of Tree-Ensembles Models Based on Item Response Theory.

José de S. Ribeiro, Lucas Felipe Ferraro Cardoso, Raíssa Lorena Silva da Silva, Vitor Cirilo Araujo Santos, Nikolas Jorge S. Carneiro, Ronnie Alves

CoRR, 2022

Explanation-by-Example Based on Item Response Theory.

Lucas Felipe Ferraro Cardoso, José de S. Ribeiro, Vitor Cirilo Araujo Santos, Raíssa Lorena Silva da Silva, Marcelle Pereira Mota, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves

Proceedings of the Intelligent Systems - 11th Brazilian Conference, 2022

2021

Polygonal Coordinate System: Visualizing high-dimensional data using geometric DR, and a deterministic version of t-SNE.

Caio Flexa, Walisson Cardoso Gomes, Igor Moreira, Ronnie Alves, Claudomiro Sales

Expert Syst. Appl., 2021

Data vs classifiers, who wins?

Lucas Felipe Ferraro Cardoso, Vitor Cirilo Araujo Santos, Regiane S. Kawasaki Francês, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves

CoRR, 2021

Does Dataset Complexity Matters for Model Explainers?

José Ribeiro, Raíssa Lorena Silva da Silva, Ronnie Alves

CoRR, 2021

Towards a reinforcement learning de novo genome assembler.

Kleber Padovani de Souza, Roberto Xavier, André C. P. L. F. de Carvalho, Anna Reali, Annie Chateau, Ronnie Alves

CoRR, 2021

geneRFinder: gene finding in distinct metagenomic data complexities.

Raíssa Lorena Silva da Silva, Kleber Padovani de Souza, Fabiana Rodrigues de Góes, Ronnie Alves

BMC Bioinform., 2021

Prediction of Homicides in Urban Centers: A Machine Learning Approach.

José Ribeiro, Lair Meneses, Denis Costa, Wando Miranda, Ronnie Alves

Proceedings of the Intelligent Systems and Applications, 2021

Does Dataset Complexity Matters for Model Explainers?

José de S. Ribeiro, Raíssa Lorena Silva da Silva, Lucas Felipe Ferraro Cardoso, Ronnie Alves

Proceedings of the 2021 IEEE International Conference on Big Data (Big Data), 2021

2020

NASirt: AutoML based learning with instance-level complexity information.

Habib Asseiss Neto, Ronnie Cley de Oliveira Alves, Sérgio Vale Aguiar Campos

CoRR, 2020

Decoding Machine Learning Benchmarks.

Lucas Felipe Ferraro Cardoso, Vitor Cirilo Araujo Santos, Regiane S. K. Francês, Ricardo B. C. Prudêncio, Ronnie Cley de Oliveira Alves

Proceedings of the Intelligent Systems - 9th Brazilian Conference, 2020

2019

On the utilization of deep and ensemble learning to detect milk adulteration.

Habib Asseiss Neto, Wanessa L. F. Tavares, Daniela C. S. Z. Ribeiro, Ronnie Cley de Oliveira Alves, Leorges M. Fonseca, Sérgio Vale Aguiar Campos

BioData Min., 2019

Machine learning meets genome assembly.

Kleber Padovani de Souza, João Carlos Setubal, André Carlos Ponce de Leon Ferreira de Carvalho, Guilherme Oliveira, Annie Chateau, Ronnie Alves

Briefings Bioinform., 2019

Genome Assembly Using Reinforcement Learning.

Roberto Xavier, Kleber Padovani de Souza, Annie Chateau, Ronnie Alves

Proceedings of the Advances in Bioinformatics and Computational Biology, 2019

On Clustering Validation in Metagenomics Sequence Binning.

Paulo Oliveira, Kleber Padovani de Souza, Ronnie Alves

Proceedings of the Advances in Bioinformatics and Computational Biology, 2019

A Clustering Approach to Identify Candidates to Housekeeping Genes Based on RNA-seq Data.

Edian F. Franco, Dener Maués, Ronnie Alves, Luis Guimarães, Vasco Ariston de Carvalho Azevedo, Artur Silva, Preetam Ghosh, Jefferson Morais, Rommel Thiago Juca Ramos

Proceedings of the Advances in Bioinformatics and Computational Biology, 2019

A Random Forest Classifier for Prokaryotes Gene Prediction.

Raíssa Lorena Silva da Silva, Kleber Padovani de Souza, Fabiana Rodrigues de Góes, Ronnie Cley de Oliveira Alves

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

A Geometry-Based Approach to Visualize High-Dimensional Data.

Caio Flexa, Walisson Cardoso Gomes, Sérgio Viademonte, Claudomiro de Souza de Sales Junior, Ronnie Alves

Proceedings of the 8th Brazilian Conference on Intelligent Systems, 2019

2018

PIPEBAR and OverlapPER: tools for a fast and accurate DNA barcoding analysis and paired-end assembly.

Renato R. M. Oliveira, Gisele Lopes Nunes, Talvâne Glauber Lopes de Lima, Guilherme Oliveira, Ronnie Alves

BMC Bioinform., 2018

Metagenomics-based signature clustering and interactive visualization analysis.

Vitor Cirilo Araujo Santos, Leandro Corrêa, Bianchi Serique Meiguins, Guilherme Oliveira, Ronnie Alves

Proceedings of the 2018 International Joint Conference on Neural Networks, 2018

2016

Tally: a scoring tool for boundary determination between repetitive and non-repetitive protein sequences.

François D. Richard, Ronnie Alves, Andrey V. Kajava

Bioinform., 2016

VCloud: adding interactiveness to word clouds for knowledge exploration in large unstructured texts.

Wallace P. Lira, Fernando Gama, Hivana Melo Barbosa Dall'Agnol, Ronnie Alves, Cleidson R. B. de Souza

Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016

A Module-Based Approach for Evaluating Differential Genome-Wide Expression Profiles.

Jose Flavio de S. Dias, Ronnie Alves, Therese Commes

Proceedings of the 5th Brazilian Conference on Intelligent Systems, 2016

2015

The Role of Machine Learning in Finding Chimeric RNAs.

Sacha Beaumeunier, Jerome Audoux, Anthony Boureux, Therese Commes, Nicolas Philippe, Ronnie Alves

Proceedings of the 26th International Workshop on Database and Expert Systems Applications, 2015

2014

A Visual-Analytics System for Railway Safety Management.

Wallace P. Lira, Ronnie Alves, Jean Marcel dos Reis Costa, Gustavo Pessin, Lilyan Galvao, Ana Claudia Cardoso, Cleidson R. B. de Souza

IEEE Computer Graphics and Applications, 2014

BION2SEL: An Ontology-Based Approach for the Selection of Molecular Biology Databases.

Daniel Lichtnow, Ronnie Alves, Oscar Pastor, Verónica Burriel, José Palazzo Moreira de Oliveira

Proceedings of the Advances in Bioinformatics and Computational Biology, 2014

Towards an Ensemble Learning Strategy for Metagenomic Gene Prediction.

Fabiana Rodrigues de Góes, Ronnie Alves, Leandro Corrêa, Cristian Chaparro, Lucinéia Thom

Proceedings of the Advances in Bioinformatics and Computational Biology, 2014

FUNN-MG: A Metagenomic Systems Biology Computational Framework.

Leandro Corrêa, Ronnie Alves, Fabiana Rodrigues de Góes, Cristian Chaparro, Lucinéia Thom

Proceedings of the Advances in Bioinformatics and Computational Biology, 2014

A Pipeline for Functional and Visual Analytics of Microbial Genetic Networks.

Leandro Corrêa, Ronnie Alves, Fabiana Rodrigues de Góes, Cristian Chaparro, Lucinéia Thom

Proceedings of the 2nd International Workshop on Dynamic Networks and Knowledge Discovery, 2014

2013

A Network-Based Meta-analysis Strategy for the Selection of Potential Gene Modules in Type 2 Diabetes.

Ronnie Alves, Marcus Mendes, Diego Bonnato

Proceedings of the Advances in Bioinformatics and Computational Biology, 2013

2012

RFMirTarget: A Random Forest Classifier for Human miRNA Target Gene Prediction.

Mariana Recamonde Mendoza, Guilherme C. da Fonseca, Guilherme L. de Morais, Ronnie Alves, Ana L. C. Bazzan, Rogerio Margis

Proceedings of the Advances in Bioinformatics and Computational Biology, 2012

Detecting Abnormal Patterns in Call Graphs Based on the Aggregation of Relevant Vertex Measures.

Ronnie Alves, Pedro Gabriel Ferreira, Joel Ribeiro, Orlando Belo

Proceedings of the Advances in Data Mining. Applications and Theoretical Aspects, 2012

2011

Using Papers Citations for Selecting the Best Genomic Databases.

Daniel Lichtnow, Ronnie Alves, José Palazzo Moreira de Oliveira, Ana M. Levin, Oscar Pastor, Ignacio Medina Castello, Joaquín Dopazo

Proceedings of the 30th International Conference of the Chilean Computer Science Society, 2011

2010

Gene association analysis: a survey of frequent pattern mining from gene expression data.

Ronnie Alves, Domingo S. Rodríguez-Baena, Jesús S. Aguilar-Ruiz

Briefings Bioinform., 2010

Ranking Gradients in Multi-Dimensional Spaces.

Ronnie Alves, Joel Ribeiro, Orlando Belo, Jiawei Han

Proceedings of the Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development, 2010

2009

Mining significant change patterns in multidimensional spaces.

Ronnie Alves, Joel Ribeiro, Orlando Belo

Int. J. Bus. Intell. Data Min., 2009

2008

Aggregation-based mining methods: from single to N-dimensional data analysis

Ronnie Alves

PhD thesis, 2008

2007

Effective OLAP Mining of Evolving Data Marts.

Ronnie Alves, Orlando Belo, Fabio Costa

Proceedings of the Eleventh International Database Engineering and Applications Symposium (IDEAS 2007), 2007

Mining Top-K Multidimensional Gradients.

Ronnie Alves, Orlando Belo, Joel Ribeiro

Proceedings of the Data Warehousing and Knowledge Discovery, 9th International Conference, 2007

2006

Establishing Fraud Detection Patterns Based on Signatures.

Pedro Gabriel Ferreira, Ronnie Alves, Orlando Belo, Luís Cortesão

Proceedings of the Advances in Data Mining, 2006

On the Computation of Maximal-Correlated Cuboids Cells.

Ronnie Alves, Orlando Belo

Proceedings of the Data Warehousing and Knowledge Discovery, 8th International Conference, 2006

2005

A Hybrid Method for Discovering Distance-Enhanced Inter-Transactional Rules.

Pedro Gabriel Ferreira, Ronnie Alves, Paulo J. Azevedo, Orlando Belo

Proceedings of the Actas de las X Jornadas de Ingeniería del Software y Bases de Datos (JISBD 2005), 2005

Programming Relational Databases for <i>Itemset</i> Mining over Large Transactional Tables.

Ronnie Alves, Orlando Belo

Proceedings of the Progress in Artificial Intelligence, 2005

2004

Mining Clickstream-Based Data Cubes.

Ronnie Alves, Orlando Belo

Proceedings of the ICEIS 2004, 2004