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Scopus Author ID: 57196096822
Scopus Author ID: 57218618422

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Brazil

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Employment (11)

Pontifícia Universidade Católica do Paraná: Curitiba, BR

2024-07 to present | Adjunct Professor (PPGEPS)
Employment
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Silex Soluções em Sistemas Inteligentes: Curitiba, Paraná, BR

2023-03-15 to present | Owner
Employment
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Hilab: Curitiba, Paraná, BR

2020-10-13 to 2022-03-15 | Researcher (Research and Development)
Employment
Source: Self-asserted source
Victor Henrique Alves Ribeiro

IBM Research: Rio de Janeiro, Rio de Janeiro, BR

2019-09 to 2020-10-09 | Doctoral Intern (Research)
Employment
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Uniandrade: Curitiba, Paraná, BR

2019-01 to 2019-07 | Professor (Computer Science Department)
Employment
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Universidade Tuiuti do Parana: Curitiba, PR, BR

2017-08-15 to 2017-12-15 | Professor (Department of Mechanical Engineering)
Employment
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Perkons S.A.: Curitiba, Paraná, BR

2013-07-07 to 2017-09-31 | Development Engineer (Development)
Employment
Source: Self-asserted source
Victor Henrique Alves Ribeiro

HiTechnologies: Curitiba, Paraná, BR

2012-10-26 to 2013-06-31 | Development Intern (Development)
Employment
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Perkons S.A.: Curitiba, Paraná, BR

2012-08-01 to 2012-10-20 | Development Intern (Development)
Employment
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Siemens Enterprise: Curitiba, Paraná, BR

2011-02-01 to 2012-06-01 | Research and Development Analyst (Test Automation)
Employment
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Universidade Tecnológica Federal do Paraná: Curitiba, PR, BR

2009-01-01 to 2010-05-01 | Intern (CITEC/NUFER)
Employment
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Education and qualifications (4)

Pontifícia Universidade Católica do Paraná: Curitiba, PR, BR

2017-10-01 to 2021-04-14 | Doctor of Philosophy (Industrial and Systems Engineering Graduate Program)
Education
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Pontifícia Universidade Católica do Paraná: Curitiba, PR, BR

2015-03-01 to 2017-05-01 | Master's Degree (Industrial and Systems Engineering Graduate Program)
Education
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Pontifícia Universidade Católica do Paraná: Curitiba, PR, BR

2010-01-01 to 2015-01-01 | Bachelor of Science in Computer Engineering (Polytechnic School)
Education
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Universidade Tecnológica Federal do Paraná: Curitiba, PR, BR

2007-01-01 to 2013-04-01 | Bachelor in Technology in Industrial Mechatronics (DAELN / DAMEC)
Education
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Works (28)

Design Science Approach Comparing Ensemble Learning and Artificial Neural Networks for Uncertainty-Aware Helicopter Turbine Engines Health Monitoring

Annual Conference of the PHM Society
2024-11-06 | Conference paper
DOI: 10.36001/phmconf.2024.v16i1.4187
Part of ISSN: 2325-0178
Part of ISSN: 2325-0178
Contributors: Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Multi-criteria Decision-Making Techniques for the Selection of Pareto-optimal Machine Learning Models in a Drinking-Water Quality Monitoring Problem

International Journal of Information Technology & Decision Making
2024-01 | Journal article | Author
DOI: 10.1142/s0219622023500104
Part of ISSN: 0219-6220
Part of ISSN: 1793-6845
Contributors: Victor Henrique Alves Ribeiro; G. Reynoso-Meza
Source: Self-asserted source
Victor Henrique Alves Ribeiro
grade
Preferred source (of 2)‎

Detection and classification of abnormal red blood cells with computational intelligence techniques: a review

Revista Principia - Divulgação Científica e Tecnológica do IFPB
2023-10-10 | Journal article
DOI: 10.18265/1517-0306a2021id6456
Contributors: Fernanda D'Amico Silva; Evair Borges Severo; Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza
Source: check_circle
Crossref

Data treatment methods for real-time colorimetric loop-mediated isothermal amplification reactions

Scientific Reports
2023-09-01 | Journal article
DOI: 10.1038/s41598-023-40737-x
Part of ISSN: 2045-2322
Contributors: Edson Yu Sin Kim; Louise Matiê Imamura; Bruna Winkert Raddatz; Santiago Pedro Timm Soares; Victor Henrique Alves Ribeiro; Diego Rinaldi Pavesi Nicollete; Erika Bergamo Santiago; Marcus Vinícius Mazega Figueredo; Bernardo Montesanti Machado de Almeida; Sergio Renato Rogal
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Random vector functional link forests and extreme learning forests applied to UAV automatic target recognition

Engineering Applications of Artificial Intelligence
2023-01 | Journal article
DOI: 10.1016/j.engappai.2022.105538
Contributors: Victor Henrique Alves Ribeiro; Roberto Santana; Gilberto Reynoso-Meza
Source: check_circle
Crossref

TimeStacking: An Improved Ensemble Learning Method for Continuous Time Series Classification

2022 | Book chapter
DOI: 10.1007/978-3-030-94399-8_21
Contributors: Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza
Source: check_circle
Crossref

Development of an optimized colorimetric RT-LAMP for SARS-CoV-2 assay with enhanced procedure controls for remote diagnostics

Scientific Reports
2022-12-11 | Journal article
DOI: 10.1038/s41598-022-25872-1
Part of ISSN: 2045-2322
Contributors: Bruna Winkert Raddatz; Edson Yu Sin Kim; Louise Matiê Imamura; Gisleine Jarenko Steil; Erika Bergamo Santiago; Santiago Pedro Timm Soares; Victor Henrique Alves Ribeiro; Bernardo Montesanti Machado de Almeida; Sergio Renato Rogal; Marcus Vinícius Mazega Figueredo
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Multi-objective PID Controller Tuning for Multi-model Control of Nonlinear Systems

SN Computer Science
2022-06-28 | Journal article
DOI: 10.1007/s42979-022-01236-4
Part of ISSN: 2661-8907
Contributors: Gilberto Reynoso Meza; Jesús Carrillo-Ahumada; Victor Henrique Alves Ribeiro; Tainara Marques
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Hilab system, a new point-of-care hematology analyzer supported by the Internet of Things and Artificial Intelligence

Scientific Reports
2022-06-21 | Journal article
DOI: 10.1038/s41598-022-13913-8
Part of ISSN: 2045-2322
Contributors: Aléxia Thamara Gasparin; Claudiane Isabel Franco Araujo; Patricia Schmitt; Mônica Ribas Cardoso; Maiara Carolina Perussolo; Thainá Caroline Schuartz de Jesus; Erika Bergamo Santiago; Ivan Lucas Reis Silva; Ricardo Gurgel de Sousa; Flavia Zhu Teng et al.
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Integrating Machine Learning Data with Symbolic Knowledge from Collaboration Practices of Curators to Improve Conversational Systems

Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems
2021-05-06 | Conference paper
DOI: 10.1145/3411764.3445368
Contributors: Claudio Santos Pinhanez; Heloisa Candello; Paulo Cavalin; Mauro Carlos Pichiliani; Ana Paula Appel; Victor Henrique Alves Ribeiro; Julio Nogima; Maira de Bayser; Melina Guerra; Henrique Ferreira et al.
Source: Self-asserted source
Victor Henrique Alves Ribeiro

A novel dynamic multi-criteria ensemble selection mechanism applied to drinking water quality anomaly detection

Science of The Total Environment
2020-12 | Journal article
DOI: 10.1016/j.scitotenv.2020.142368
Part of ISSN: 0048-9697
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Multi-objective ensembles of echo state networks and extreme learning machines for streamflow series forecasting

Engineering Applications of Artificial Intelligence
2020-10 | Journal article
DOI: 10.1016/j.engappai.2020.103910
Part of ISSN: 0952-1976
Source: Self-asserted source
Victor Henrique Alves Ribeiro
grade
Preferred source (of 2)‎

Dynamic Multi-criteria Classifier Selection for Illegal Tapping Detection in Oil Pipelines

2020 International Joint Conference on Neural Networks (IJCNN)
2020-07 | Conference paper
DOI: 10.1109/ijcnn48605.2020.9206602
ISBN: 9781728169262
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Ensemble learning by means of a multi-objective optimization design approach for dealing with imbalanced data sets

Expert Systems with Applications
2020-06 | Journal article
DOI: 10.1016/j.eswa.2020.113232
Contributors: Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

Monitoring of drinking-water quality by means of a multi-objective ensemble learning approach

Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '19
2019 | Conference abstract
DOI: 10.1145/3319619.3326745
ISBN: 9781450367486
Source: Self-asserted source
Victor Henrique Alves Ribeiro
grade
Preferred source (of 2)‎

A holistic multi-objective optimization design procedure for ensemble member generation and selection

Applied Soft Computing
2019-10 | Journal article
DOI: 10.1016/j.asoc.2019.105664
Contributors: Victor Henrique Alves Ribeiro; Gilberto Reynoso-Meza
Source: check_circle
Crossref
grade
Preferred source (of 2)‎

A Multi-objective Optimisation Design Approach for Ensemble Member Combination in Binary Classification Tasks

Anais do 14º Simpósio Brasileiro de Automação Inteligente
2019-10 | Conference paper
DOI: 10.17648/sbai-2019-111122
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Development of a debutanizer column soft sensor by means of evolutionary machine learning approaches

Anais do 14º Simpósio Brasileiro de Automação Inteligente
2019-10 | Conference paper
DOI: 10.17648/sbai-2019-111380
Source: Self-asserted source
Victor Henrique Alves Ribeiro

Multi-Objective Ensemble Model for Short-Term Price Forecasting in Corn Price Time Series

2019 International Joint Conference on Neural Networks (IJCNN)
2019-07 | Conference paper
DOI: 10.1109/ijcnn.2019.8851880
ISBN: 9781728119854
Source: Self-asserted source
Victor Henrique Alves Ribeiro
grade
Preferred source (of 2)‎

A study of Pareto-based methods for ensemble pool generation and aggregation

2019 IEEE Congress on Evolutionary Computation (CEC)
2019-06 | Conference paper
DOI: 10.1109/cec.2019.8790291
ISBN: 9781728121536
Source: Self-asserted source
Victor Henrique Alves Ribeiro
grade
Preferred source (of 2)‎

A multi-objective optimization design framework for ensemble generation

GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion
2018 | Conference paper
DOI: 10.1145/3205651.3208219
EID:

2-s2.0-85051468939
Contributors: Ribeiro, V.H.A.; Reynoso-Meza, G.
Source: Self-asserted source
Victor Henrique Alves Ribeiro via Scopus - Elsevier

Comparison of Different Classifiers for Automatic Target Recognition Systems

IEEE Latin America Transactions
2018 | Journal article
DOI: 10.1109/TLA.2018.8291448
EID:

2-s2.0-85042203160
Contributors: Alves Ribeiro, V.H.; Reynoso Meza, G.; Dos Santos Coelho, L.
Source: Self-asserted source
Victor Henrique Alves Ribeiro via Scopus - Elsevier

Control of Refrigeration Systems based on Vapour Compression using Multi-objective Optimization Techniques<sup>⁎</sup>

IFAC-PapersOnLine
2018 | Journal article
DOI: 10.1016/j.ifacol.2018.06.189
EID:

2-s2.0-85048930267
Contributors: Reynoso-Meza, G.; Sánchez, H.S.; Alves Ribeiro, V.H.
Source: Self-asserted source
Victor Henrique Alves Ribeiro via Scopus - Elsevier

Multi-objective PID Controller Tuning for an Industrial Gasifier

2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings
2018 | Conference paper
DOI: 10.1109/CEC.2018.8477957
EID:

2-s2.0-85056287341
Contributors: Alves Ribeiro, V.H.; Reynoso-Meza, G.
Source: Self-asserted source
Victor Henrique Alves Ribeiro via Scopus - Elsevier

Multi-objective Support Vector Machines Ensemble Generation for Water Quality Monitoring

2018 IEEE Congress on Evolutionary Computation, CEC 2018 - Proceedings
2018 | Conference paper
DOI: 10.1109/CEC.2018.8477745
EID:

2-s2.0-85056253826
Contributors: Alves Ribeiro, V.H.; Reynoso-Meza, G.
Source: Self-asserted source
Victor Henrique Alves Ribeiro via Scopus - Elsevier

Online anomaly detection for drinking water quality using a multi-objective machine learning approach

Proceedings of the Genetic and Evolutionary Computation Conference Companion on - GECCO '18
2018 | Conference abstract
DOI: 10.1145/3205651.3208202
ISBN: 9781450357647
Source: Self-asserted source
Victor Henrique Alves Ribeiro
grade
Preferred source (of 2)‎

A comparison of preference handling techniques in multi-objective optimisation for water distribution systems

Water (Switzerland)
2017 | Journal article
DOI: 10.3390/w9120996
EID:

2-s2.0-85038433922
Contributors: Reynoso-Meza, G.; Ribeiro, V.H.A.; Carreño-Alvarado, E.P.
Source: Self-asserted source
Victor Henrique Alves Ribeiro via Scopus - Elsevier

Multi-Objective Model Selection for Unmanned Aerial Vehicles Automatic Target Recognition Systems

IFAC-PapersOnLine
2017 | Journal article
DOI: 10.1016/j.ifacol.2017.08.1652
EID:

2-s2.0-85031819412
Contributors: Alves Ribeiro, V.H.; Reynoso-Meza, G.; dos Santos Coelho, L.
Source: Self-asserted source
Victor Henrique Alves Ribeiro via Scopus - Elsevier

Peer review (26 reviews for 4 publications/grants)

Review activity for Applied soft computing. (2)
Review activity for Engineering applications of artificial intelligence. (10)
Review activity for Expert systems with applications. (12)
Review activity for Information sciences. (2)
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