Alexandre G. Evsukoff

According to our database, Alexandre G. Evsukoff authored at least 55 papers between 1999 and 2024.

Collaborative distances:

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

2024

SESAME - self-supervised framework for extractive question answering over document collections.

Vitor Alcantara Batista, Diogo da Silva Magalhães Gomes, Alexandre Gonçalves Evsukoff

J. Intell. Inf. Syst., December, 2024

A Real Benchmark Swell Noise Dataset for Performing Seismic Data Denoising via Deep Learning.

Pablo M. Barros, Roosevelt de L. Sardinha, Giovanny A. M. Arboleda, Lessandro de S. S. Valente, Isabelle R. V. de Melo, Albino Aveleda, André Bulcão, Sergio L. Netto, Alexandre G. Evsukoff

CoRR, 2024

2023

Application of Transformers based methods in Electronic Medical Records: A Systematic Literature Review.

Vitor Alcantara Batista, Alexandre Gonçalves Evsukoff

CoRR, 2023

The Role Of Social, Economic And Geographic Dimensions In Individuals' Visitation Patterns.

Vinícius F. Vieira, Ricardo Alencar, Alexandre G. Evsukoff, Horacio Samaniego

Proceedings of the XXIV Brazilian Symposium on Geoinformatics, 2023

2021

Portuguese word embeddings for the oil and gas industry: Development and evaluation.

Diogo da Silva Magalhães Gomes, Fábio Corrêa Cordeiro, Bernardo Scapini Consoli, Nikolas Lacerda Santos, Viviane Pereira Moreira, Renata Vieira, Silvia Moraes, Alexandre Gonçalves Evsukoff

Comput. Ind., 2021

2020

Entropy as a Measure of Attractiveness and Socioeconomic Complexity in Rio de Janeiro Metropolitan Area.

Maxime Lenormand, Horacio Samaniego, Júlio César Chaves, Vinícius da Fonseca Vieira, Moacyr Alvim Horta Barbosa da Silva, Alexandre Gonçalves Evsukoff

Entropy, 2020

Deep learning for lithological classification of carbonate rock micro-CT images.

Carlos E. M. dos Anjos, Manuel R. V. Avila, Adna G. P. Vasconcelos, Aurea M. P. Neta, Lizianne C. Medeiros, Alexandre G. Evsukoff, Rodrigo Surmas

CoRR, 2020

A comparative study of overlapping community detection methods from the perspective of the structural properties.

Vinícius da Fonseca Vieira, Carolina Ribeiro Xavier, Alexandre Gonçalves Evsukoff

Appl. Netw. Sci., 2020

2019

Studying the effect of community structure for seed selection in an influence model.

Carolina Ribeiro Xavier, Vinícius da Fonseca Vieira, Alexandre Gonçalves Evsukoff

Int. J. Inf. Decis. Sci., 2019

Processamento de linguagem natural em Português e aprendizagem profunda para o domínio de Óleo e Gás.

Diogo da Silva Magalhães Gomes, Alexandre Gonçalves Evsukoff

CoRR, 2019

Comparing the Community Structure Identified by Overlapping Methods.

Vinícius da Fonseca Vieira, Carolina R. Xavier, Alexandre G. Evsukoff

Proceedings of the Complex Networks and Their Applications VIII, 2019

2018

Deep Leaming for Stock Market Prediction Using Technical Indicators and Financial News Articles.

Manuel R. Vargas, Carlos E. M. dos Anjos, Gustavo L. G. Bichara, Alexandre G. Evsukoff

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

2017

Deep learning for stock market prediction from financial news articles.

Manuel R. Vargas, Beatriz Souza Leite Pires de Lima, Alexandre G. Evsukoff

Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2017

Environmental sensitivity map of Solimões River basin using SAR images and fuzzy modeling.

Carlos Henrique Beisl, Alexandre G. Evsukoff, Fernando Pellon de Miranda, Luiz Landau

Proceedings of the IEEE International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications, 2017

2016

Populational Algorithm for Influence Maximization.

Carolina Ribeiro Xavier, Vinícius da Fonseca Vieira, Alexandre Gonçalves Evsukoff

Proceedings of the Computational Science and Its Applications - ICCSA 2016, 2016

Analysis Spreading Patterns Generated by Model.

Thiago Schons, Carolina R. Xavier, Alexandre G. Evsukoff, Nelson F. F. Ebecken, Vinícius da Fonseca Vieira

Proceedings of the Computational Science and Its Applications - ICCSA 2016, 2016

Returners and Explorers Dichotomy in Web Browsing Behavior - A Human Mobility Approach.

Hugo Serrano Barbosa Filho, Fernando Buarque de Lima Neto, Alexandre G. Evsukoff, Ronaldo Menezes

Proceedings of the Complex Networks VII, 2016

2015

The effect of recency to human mobility.

Hugo Barbosa, Fernando Buarque de Lima Neto, Alexandre G. Evsukoff, Ronaldo Menezes

EPJ Data Sci., 2015

The Effect of Recency to Human Mobility.

Hugo Serrano Barbosa Filho, Fernando Buarque de Lima Neto, Alexandre G. Evsukoff, Ronaldo Menezes

CoRR, 2015

A Models Comparison to Estimate Commuting Trips Based on Mobile Phone Data.

Carlos André R. Pinheiro, Véronique Van Vlasselaer, Bart Baesens, Alexandre G. Evsukoff, Moacyr A. H. B. da Silva, Nelson F. F. Ebecken

Proceedings of the Software Engineering in Intelligent Systems, 2015

Studying Reciprocity and Communication Probability Ratio in Weighted Phone Call Ego Networks.

Carolina Ribeiro Xavier, Vinícius da Fonseca Vieira, Nelson Francisco Favilla Ebecken, Alexandre Gonçalves Evsukoff

Proceedings of the Complex Networks VI, 2015

2014

The path most travelled: Mining road usage patterns from massive call data.

Jameson L. Toole, Serdar Çolak, Fahad Alhasoun, Alexandre G. Evsukoff, Marta C. González

CoRR, 2014

Modularity Based Hierarchical Community Detection in Networks.

Vinícius da Fonseca Vieira, Carolina Ribeiro Xavier, Nelson F. F. Ebecken, Alexandre G. Evsukoff

Proceedings of the Computational Science and Its Applications - ICCSA 2014 - 14th International Conference, Guimarães, Portugal, June 30, 2014

Identification of dynamic systems using a differential evolution-based recurrent fuzzy system.

Cristian Klen dos Santos, Rogerio P. Espindola, Vinícius da Fonseca Vieira, Alexandre G. Evsukoff

Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

2012

HASCH: High Performance Automatic Spell Checker for Portuguese Texts from the Web.

Guilherme Andrade, Felipe Teixeira, Carolina Ribeiro Xavier, Rafael Sachetto Oliveira, Leonardo Rocha, Alexandre G. Evsukoff

Proceedings of the International Conference on Computational Science, 2012

A multi-model approach for long-term runoff modeling using rainfall forecasts.

Alexandre G. Evsukoff, Márcio Cataldi, Beatriz Souza Leite Pires de Lima

Expert Syst. Appl., 2012

A Comparison of Methods for Community Detection in Large Scale Networks.

Vinícius da Fonseca Vieira, Alexandre Gonçalves Evsukoff

Proceedings of the Complex Networks, results of the 3rd Workshop on Complex Networks, 2012

2011

Intelligent data analysis and model interpretation with spectral analysis fuzzy symbolic modeling.

Alexandre G. Evsukoff, Antonio C. S. Branco, Sylvie Galichet

Int. J. Approx. Reason., 2011

2010

Combining climate temperature models through fuzzy interval regression: Application to the La Plata Basin.

Luiz Rodrigo Tozzi, Alexandre G. Evsukoff, Amory Bisserier, Reda Boukezzoula, Sylvie Galichet

Proceedings of the FUZZ-IEEE 2010, 2010

Potential Link Suggestion in Scientific Collaboration Networks.

Cristian Klen dos Santos, Maurcio Onoda, Victor S. Bursztyn, Valeria M. Bastos, Marcello P. A. Fonseca, Alexandre G. Evsukoff

Proceedings of the Complex Networks - Second International Workshop, 2010

A Genetic-Algorithm-Based Fusion System Optimization for 3D Image Interpretation.

Lionel Valet, Beatriz Souza Leite Pires de Lima, Alexandre G. Evsukoff

Proceedings of the Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications, 2010

2009

Design of interpretable fuzzy rule-based classifiers using spectral analysis with structure and parameters optimization.

Alexandre G. Evsukoff, Sylvie Galichet, Beatriz Souza Leite Pires de Lima, Nelson F. F. Ebecken

Fuzzy Sets Syst., 2009

Learning Fuzzy Rule Based Classifier in High Performance Computing Environment.

Vinícius da Fonseca Vieira, Alexandre G. Evsukoff, Beatriz Souza Leite Pires de Lima, Sylvie Galichet

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference, 2009

Potential collaboration discovery using document clustering and community structure detection.

Cristian Klen dos Santos, Alexandre G. Evsukoff, Beatriz Souza Leite Pires de Lima, Nelson F. F. Ebecken

Proceedings of the Proceeding of the ACM First International Workshop on Complex Networks Meet Information & Knowledge Management, 2009

2008

Parameter Identification of Recurrent Fuzzy Systems With Fuzzy Finite-State Automata Representation.

Carlos A. Gama, Alexandre G. Evsukoff, Philippe Weber, Nelson F. F. Ebecken

IEEE Trans. Fuzzy Syst., 2008

Bayesian networks inference algorithm to implement Dempster Shafer theory in reliability analysis.

Christophe Simon, Philippe Weber, Alexandre G. Evsukoff

Reliab. Eng. Syst. Saf., 2008

ClusterMiner: High Performance for Data, Text and Web Mining.

Marta Mattoso, Nelson F. F. Ebecken, Gerson Zaverucha, Alexandre G. Evsukoff, Fernanda Baião, Myriam Costa, Guilherme Terra

Braz. J. Inf. Syst., 2008

A Load Balancing Knapsack Algorithm for Parallel Fuzzy c-Means Cluster Analysis.

Marta V. Modenesi, Alexandre G. Evsukoff, Myrian C. A. Costa

Proceedings of the High Performance Computing for Computational Science, 2008

Municipal Solid Waste Site Location Using a Fuzzy Logic Approach.

Beatriz Souza Leite Pires de Lima, Maria C. M. Alves, Alexandre G. Evsukoff, Ian N. Vieira

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

2007

Learning Fuzzy Rule Based Classifier with Rule Weights Optimization and Structure Selection by a Genetic Algorithm.

Alexandre G. Evsukoff

Proceedings of the FUZZ-IEEE 2007, 2007

2006

Revenue recovering with insolvency prevention on a Brazilian telecom operator.

Carlos André R. Pinheiro, Alexandre G. Evsukoff, Nelson F. F. Ebecken

SIGKDD Explor., 2006

Parallel Fuzzy c-Means Cluster Analysis.

Marta V. Modenesi, Myrian C. A. Costa, Alexandre G. Evsukoff, Nelson F. F. Ebecken

Proceedings of the High Performance Computing for Computational Science, 2006

DWMiner: A Tool for Mining Frequent Item Sets Efficiently in Data Warehouses.

Bruno Kinder Almentero, Alexandre G. Evsukoff, Marta Mattoso

Proceedings of the High Performance Computing for Computational Science, 2006

2005

Recurrent neuro-fuzzy system for fault detection and isolation in nuclear reactors.

Alexandre G. Evsukoff, Sylviane Gentil

Adv. Eng. Informatics, 2005

2004

Parallel Implementation of a Fuzzy Rule Based Classifier.

Alexandre G. Evsukoff, Myrian C. A. Costa, Nelson F. F. Ebecken

Proceedings of the High Performance Computing for Computational Science, 2004

Use of genetic algorithm to identify the source point of seepage slick clusters interpreted from Radarsat-1 images in the Gulf of Mexico.

Carlos Henrique Beisl, Enrico Campos Pedroso, L. S. Soler, Alexandre G. Evsukoff, Fernando Pellon de Miranda, A. Mendoza, A. Vera, J. M. Macedo

Proceedings of the 2004 IEEE International Geoscience and Remote Sensing Symposium, 2004

Coastal environmental management by fuzzy system modeling.

Gilberto Carvalho Pereira, Alexandre G. Evsukoff, Ricardo Coutinho, Nelson F. F. Ebecken

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

Identification of recurrent fuzzy systems with genetic algorithms.

Alexandre G. Evsukoff, Nelson F. F. Ebecken

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2003

Mining Fuzzy Rules for a Traffic Information System.

Alexandre G. Evsukoff, Nelson F. F. Ebecken

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2003

Assessment of environmental sensitivity index of flooding areas in western Amazonia using fuzzy logic in the dual season GRFM JERS-1 SAR image mosaics.

Carlos Henrique Beisl, Fernando Pellon de Miranda, Alexandre G. Evsukoff, Enrico Campos Pedroso

Proceedings of the 2003 IEEE International Geoscience and Remote Sensing Symposium, 2003

2002

Structure identification and parameter optimization for non-linear fuzzy modeling.

Alexandre G. Evsukoff, Antonio C. S. Branco, Sylvie Galichet

Fuzzy Sets Syst., 2002

2001

Neuro Fuzzy Systems for Fault Detection and Isolation in Nuclear Reactors.

Alexandre G. Evsukoff, Roberto Schirru

Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

Incremental Fuzzy Modeling.

Alexandre G. Evsukoff, Antonio C. S. Branco, Sylvie Galichet

Proceedings of the 10th IEEE International Conference on Fuzzy Systems, 2001

2000

Fuzzy Systems to Solve Inverse Kinematics Problem in Robots Control: Application to an Hexapod Robots' Leg.

Salvador M. C. Netto, Max Suell Dutra, Alexandre G. Evsukoff

Proceedings of the 6th Brazilian Symposium on Neural Networks (SBRN 2000), 2000

1999

Decision procedures for fault detection and isolation derived from knowledge and data.

Alexandre G. Evsukoff, Philippe Weber, Sylviane Gentil

Proceedings of the 5th European Control Conference, 1999