Ronnie Alves - RankMe

46 papers A* 2B 3C 1Misc 2Journal 18Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Using reinforcement learning in genome assembly: in-depth analysis of a Q-learning assembler. Frontiers Bioinform. Kleber Padovani de Souza, Rafael Cabral Borges, Roberto Xavier, André C. P. L. F. de Carvalho, Anna Reali, Annie Chateau, Ronnie Alves
2025	J	`jnl`	Beyond Random Sampling: Instance Quality-Based Data Partitioning via Item Response Theory. CoRR Lucas F. F. Cardoso, Vitor C. A. Santos, José de Sousa Ribeiro Filho, Ricardo B. C. Prudêncio, Regiane Kawasaki, Ronnie Alves
2025	J	`jnl`	Enhancing Classifier Evaluation: A Fairer Benchmarking Strategy Based on Ability and Robustness. CoRR Lucas F. F. Cardoso, Vitor C. A. Santos, José de S. Ribeiro, Regiane Kawasaki, Ricardo B. C. Prudêncio, Ronnie Alves
2025	J	`jnl`	LLM-Driven Intrinsic Motivation for Sparse Reward Reinforcement Learning. CoRR André Quadros, Cassio Silva, Ronnie Alves
2024	J	`jnl`	How Reliable and Stable are Explanations of XAI Methods? CoRR José Ribeiro, Lucas F. F. Cardoso, Vitor C. A. Santos, Eduardo Carvalho, Nikolas Jorge S. Carneiro, Ronnie Alves
2022	J	`jnl`	Black Box Model Explanations and the Human Interpretability Expectations - An Analysis in the Context of Homicide Prediction. CoRR José Ribeiro, Nikolas Jorge S. Carneiro, Ronnie Alves
2022	J	`jnl`	Global Explanation of Tree-Ensembles Models Based on Item Response Theory. CoRR José de S. Ribeiro, Lucas F. F. Cardoso, Raíssa Lorena Silva da Silva, Vitor C. A. Santos, Nikolas Jorge S. Carneiro, Ronnie Alves
2021	—	`conf`	Does Dataset Complexity Matters for Model Explainers? IEEE BigData José de S. Ribeiro, Raíssa Lorena Silva da Silva, Lucas F. F. Cardoso, Ronnie Alves
2021	J	`jnl`	Does Dataset Complexity Matters for Model Explainers? CoRR José Ribeiro, Raíssa Lorena Silva da Silva, Ronnie Alves
2021	J	`jnl`	Polygonal Coordinate System: Visualizing high-dimensional data using geometric DR, and a deterministic version of t-SNE. Expert Syst. Appl. Caio Flexa, Walisson Cardoso Gomes, Igor Moreira, Ronnie Alves, Claudomiro Sales
2021	—	`conf`	Prediction of Homicides in Urban Centers: A Machine Learning Approach. IntelliSys (3) José Ribeiro, Lair Meneses, Denis Costa, Wando Miranda, Ronnie Alves
2021	J	`jnl`	Towards a reinforcement learning de novo genome assembler. CoRR Kleber Padovani de Souza, Roberto Xavier, André C. P. L. F. de Carvalho, Anna Reali, Annie Chateau, Ronnie Alves
2021	J	`jnl`	geneRFinder: gene finding in distinct metagenomic data complexities. BMC Bioinform. Raíssa Lorena Silva da Silva, Kleber Padovani de Souza, Fabiana Rodrigues de Góes, Ronnie Alves
2020	J	`jnl`	Prediction of Homicides in Urban Centers: A Machine Learning Approach. CoRR José Ribeiro, Lair Meneses, Denis Costa, Wando Miranda, Ronnie Alves
2019	—	`conf`	A Clustering Approach to Identify Candidates to Housekeeping Genes Based on RNA-seq Data. BSB Edian F. Franco, Dener Maués, Ronnie Alves, Luis Guimarães, Vasco Ariston de Carvalho Azevedo, Artur Silva, Preetam Ghosh, Jefferson Morais, Rommel Thiago Juca Ramos
2019	—	`conf`	A Geometry-Based Approach to Visualize High-Dimensional Data. BRACIS Caio Flexa, Walisson Cardoso Gomes, Sérgio Viademonte, Claudomiro de Souza de Sales Junior, Ronnie Alves
2019	—	`conf`	Genome Assembly Using Reinforcement Learning. BSB Roberto Xavier, Kleber Padovani de Souza, Annie Chateau, Ronnie Alves
2019	J	`jnl`	Machine learning meets genome assembly. Briefings Bioinform. Kleber Padovani de Souza, João Carlos Setubal, André Carlos Ponce de Leon Ferreira de Carvalho, Guilherme Oliveira, Annie Chateau, Ronnie Alves
2019	—	`conf`	On Clustering Validation in Metagenomics Sequence Binning. BSB Paulo Oliveira, Kleber Padovani de Souza, Ronnie Alves
2018	—	`ed.`	Advances in Bioinformatics and Computational Biology - 11th Brazilian Symposium on Bioinformatics, BSB 2018, Niterói, Brazil, October 30 - November 1, 2018, Proceedings BSB Ronnie Alves
2018	B	`conf`	Metagenomics-based signature clustering and interactive visualization analysis. IJCNN Vitor Cirilo Araujo Santos, Leandro Corrêa, Bianchi Serique Meiguins, Guilherme Oliveira, Ronnie Alves
2018	J	`jnl`	PIPEBAR and OverlapPER: tools for a fast and accurate DNA barcoding analysis and paired-end assembly. BMC Bioinform. Renato R. M. Oliveira, Gisele Lopes Nunes, Talvâne Glauber Lopes de Lima, Guilherme Oliveira, Ronnie Alves
2016	—	`conf`	A Module-Based Approach for Evaluating Differential Genome-Wide Expression Profiles. BRACIS Jose Flavio de S. Dias, Ronnie Alves, Therese Commes
2016	J	`jnl`	Tally: a scoring tool for boundary determination between repetitive and non-repetitive protein sequences. Bioinform. François D. Richard, Ronnie Alves, Andrey V. Kajava
2016	Misc	`conf`	VCloud: adding interactiveness to word clouds for knowledge exploration in large unstructured texts. SAC Wallace P. Lira, Fernando Gama, Hivana Melo Barbosa Dall'Agnol, Ronnie Alves, Cleidson R. B. de Souza
2015	—	`conf`	The Role of Machine Learning in Finding Chimeric RNAs. DEXA Workshops Sacha Beaumeunier, Jerome Audoux, Anthony Boureux, Therese Commes, Nicolas Philippe, Ronnie Alves
2014	—	`conf`	A Pipeline for Functional and Visual Analytics of Microbial Genetic Networks. DyNaK Leandro Corrêa, Ronnie Alves, Fabiana Rodrigues de Góes, Cristian Chaparro, Lucinéia Thom
2014	J	`jnl`	A Visual-Analytics System for Railway Safety Management. IEEE Computer Graphics and Applications Wallace P. Lira, Ronnie Alves, Jean Marcel dos Reis Costa, Gustavo Pessin, Lilyan Galvao, Ana Claudia Cardoso, Cleidson R. B. de Souza
2014	—	`conf`	BION2SEL: An Ontology-Based Approach for the Selection of Molecular Biology Databases. BSB Daniel Lichtnow, Ronnie Alves, Oscar Pastor, Verónica Burriel, José Palazzo Moreira de Oliveira
2014	—	`conf`	FUNN-MG: A Metagenomic Systems Biology Computational Framework. BSB Leandro Corrêa, Ronnie Alves, Fabiana Rodrigues de Góes, Cristian Chaparro, Lucinéia Thom
2014	—	`conf`	Towards an Ensemble Learning Strategy for Metagenomic Gene Prediction. BSB Fabiana Rodrigues de Góes, Ronnie Alves, Leandro Corrêa, Cristian Chaparro, Lucinéia Thom
2013	—	`conf`	A Network-Based Meta-analysis Strategy for the Selection of Potential Gene Modules in Type 2 Diabetes. BSB Ronnie Alves, Marcus Mendes, Diego Bonnato
2012	A*	`conf`	Detecting Abnormal Patterns in Call Graphs Based on the Aggregation of Relevant Vertex Measures. ICDM Ronnie Alves, Pedro Gabriel Ferreira, Joel Ribeiro, Orlando Belo
2012	—	`conf`	RFMirTarget: A Random Forest Classifier for Human miRNA Target Gene Prediction. BSB Mariana Recamonde Mendoza, Guilherme C. da Fonseca, Guilherme L. de Morais, Ronnie Alves, Ana L. C. Bazzan, Rogerio Margis
2011	—	`conf`	Using Papers Citations for Selecting the Best Genomic Databases. SCCC Daniel Lichtnow, Ronnie Alves, José Palazzo Moreira de Oliveira, Ana M. Levin, Oscar Pastor, Ignacio Medina Castello, Joaquín Dopazo
2010	J	`jnl`	Gene association analysis: a survey of frequent pattern mining from gene expression data. Briefings Bioinform. Ronnie Alves, Domingo S. Rodríguez-Baena, Jesús S. Aguilar-Ruiz
2010	—	`ch.`	Ranking Gradients in Multi-Dimensional Spaces. Complex Data Warehousing and Knowledge Discovery for Advanced Retrieval Development Ronnie Alves, Joel Ribeiro, Orlando Belo, Jiawei Han
2009	J	`jnl`	Mining significant change patterns in multidimensional spaces. Int. J. Bus. Intell. Data Min. Ronnie Alves, Joel Ribeiro, Orlando Belo
2008	—	`—`	Aggregation-based mining methods: from single to N-dimensional data analysis Ronnie Alves
2007	C	`conf`	Effective OLAP Mining of Evolving Data Marts. IDEAS Ronnie Alves, Orlando Belo, Fabio Costa
2007	B	`conf`	Mining Top-K Multidimensional Gradients. DaWaK Ronnie Alves, Orlando Belo, Joel Ribeiro
2006	A*	`conf`	Establishing Fraud Detection Patterns Based on Signatures. ICDM Pedro Gabriel Ferreira, Ronnie Alves, Orlando Belo, Luís Cortesão
2006	B	`conf`	On the Computation of Maximal-Correlated Cuboids Cells. DaWaK Ronnie Alves, Orlando Belo
2005	—	`conf`	A Hybrid Method for Discovering Distance-Enhanced Inter-Transactional Rules. JISBD Pedro Gabriel Ferreira, Ronnie Alves, Paulo J. Azevedo, Orlando Belo
2005	Misc	`conf`	Programming Relational Databases for EPIA Ronnie Alves, Orlando Belo
2004	—	`conf`	Mining Clickstream-Based Data Cubes. ICEIS (1) Ronnie Alves, Orlando Belo