publications | IDA Lab

2025

Steady-state hydrodynamic model of an underwater towed vehicle

Giovanna Souza, Andrea Piga Carboni, André Fujarra, Anelize Zomkowski Salvi, Lucas Weihmann, and Thiago Antonio Fiorentin

In Proceedings of the 27th International Congress of Mechanical Engineering, 2025

DOI Bib

@inproceedings{Ambr_sio_de_Souza_2025,
  author = {Ambr{\'o}sio de Souza, Giovanna and Piga Carboni, Andrea and Fujarra, Andr{\'e} and Zomkowski Salvi, Anelize and Weihmann, Lucas and Fiorentin, Thiago Antonio},
  booktitle = {Proceedings of the 27th {I}nternational {C}ongress of {M}echanical {E}ngineering},
  collection = {COB2023},
  doi = {10.26678/abcm.cobem2023.cob2023-0980},
  publisher = {ABCM},
  series = {COB2023},
  title = {Steady-state hydrodynamic model of an underwater towed vehicle},
  url = {http://dx.doi.org/10.26678/ABCM.COBEM2023.COB2023-0980},
  year = {2025}
}

Predição de Desistência em Turmas de Programação Utilizando Sentimentos

Rodrigo N. F. Baessa, Carolina B. Wang, Ricardo J. Pfitscher, Benjamin G. Moreira, Tatiana R. Garcia, and Luiz C. Camargo

RENOTE, Jan 2025

DOI Bib

@article{Baessa_2025,
  author = {Baessa, Rodrigo N. F. and Wang, Carolina B. and Pfitscher, Ricardo J. and Moreira, Benjamin G. and Garcia, Tatiana R. and Camargo, Luiz C.},
  doi = {10.22456/1679-1916.145005},
  issn = {1679-1916},
  journal = {RENOTE},
  month = jan,
  number = {3},
  pages = {377--386},
  publisher = {Universidade Federal do Rio Grande do Sul},
  title = {Predi{\c c}{\~a}o de Desist{\^e}ncia em Turmas de Programa{\c c}{\~a}o Utilizando Sentimentos},
  url = {http://dx.doi.org/10.22456/1679-1916.145005},
  volume = {22},
  year = {2025}
}

Acoustic Features and Autoencoders for Fault Detection in Rotating Machines: A Case Study

Leonardo Afonso Ferreira Bortoni and Pablo Andretta Jaskowiak

Jan 2025

DOI Bib

@inbook{Bortoni_2025,
  author = {Bortoni, Leonardo Afonso Ferreira and Jaskowiak, Pablo Andretta},
  booktitle = {Intelligent Systems},
  doi = {10.1007/978-3-031-79035-5_3},
  isbn = {9783031790355},
  issn = {1611-3349},
  pages = {34--49},
  publisher = {Springer Nature Switzerland},
  title = {Acoustic {F}eatures and {A}utoencoders for {F}ault {D}etection in {R}otating {M}achines: {A} {C}ase {S}tudy},
  url = {http://dx.doi.org/10.1007/978-3-031-79035-5_3},
  year = {2025}
}

Distributed genetic algorithm for floating production unit’s mooring system optimization

Arthur M.P. Gabardo, Pablo A. Jaskowiak, and Thiago P. Tancredi

Ocean Engineering, Nov 2025

DOI Bib

@article{Gabardo_2025,
  author = {Gabardo, Arthur M.P. and Jaskowiak, Pablo A. and Tancredi, Thiago P.},
  doi = {10.1016/j.oceaneng.2025.122186},
  issn = {0029-8018},
  journal = {Ocean Engineering},
  month = nov,
  pages = {122186},
  publisher = {Elsevier BV},
  title = {Distributed genetic algorithm for floating production unit’s mooring system optimization},
  url = {http://dx.doi.org/10.1016/j.oceaneng.2025.122186},
  volume = {340},
  year = {2025}
}

LLMs e o Raciocínio Lógico: Um Estudo de Caso com Desafios de Lógica

Benjamin Grando Moreira

Anais do Computer on the Beach, May 2025

DOI Bib

@article{Grando_Moreira_2025,
  author = {Grando Moreira, Benjamin},
  doi = {10.14210/cotb.v16.p599-601},
  issn = {2358-0852},
  journal = {Anais do Computer on the Beach},
  month = may,
  pages = {599--601},
  publisher = {Editora UNIVALI},
  title = {{LLMs} e o {R}acioc{\'i}nio {L}{\'o}gico: {U}m {E}studo de {C}aso com {D}esafios de {L}{\'o}gica},
  url = {http://dx.doi.org/10.14210/cotb.v16.p599-601},
  volume = {16},
  year = {2025}
}

Establishing Trust for Using Natural Language for Intent-Based Networking

Arthur Selle Jacobs, Ricardo José Pfitscher, Rafael Hengen Ribeiro, Lisandro Zambenedetti Granville, Ronaldo Alves Ferreira, Walter Willinger, and Sanjay G. Rao

IEEE Transactions on Network and Service Management, May 2025

DOI Bib

@article{Jacobs_2025,
  author = {Jacobs, Arthur Selle and Pfitscher, Ricardo Jos{\'e} and Ribeiro, Rafael Hengen and Zambenedetti Granville, Lisandro and Ferreira, Ronaldo Alves and Willinger, Walter and Rao, Sanjay G.},
  doi = {10.1109/tnsm.2025.3574626},
  issn = {2373-7379},
  journal = {IEEE Transactions on Network and Service Management},
  pages = {1--1},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  title = {Establishing {T}rust for {U}sing {N}atural {L}anguage for {I}ntent-{B}ased {N}etworking},
  url = {http://dx.doi.org/10.1109/tnsm.2025.3574626},
  year = {2025}
}

ADVANCEMENTS IN COMPUTATIONAL TOOLS FOR INTEGRATED MOORING SYSTEMS DESIGN: A REVIEW

ARTHUR MIGUEL PEREIRA GABARDO, THIAGO PONTIN TANCREDI, and PABLO ANDRETTA JASKOWIAK

In Anais do 12º PdPetro, May 2025

DOI Bib

@inproceedings{MIGUEL_PEREIRA_GABARDO,
  author = {{MIGUEL PEREIRA GABARDO}, {ARTHUR} and {PONTIN TANCREDI}, {THIAGO} and {ANDRETTA JASKOWIAK}, {PABLO}},
  booktitle = {Anais do 12º {P}d{P}etro},
  doi = {10.71190/2024-12pdpetro-1224050},
  publisher = {Associa{\c c}{\~a}o Brasileira de Pesquisa e Desenvolvimento em Petr{\'o}leo e G{\'a}s},
  title = {{ADVANCEMENTS} {IN} {COMPUTATIONAL} {TOOLS} {FOR} {INTEGRATED} {MOORING} {SYSTEMS} {DESIGN}: {A} {REVIEW}},
  url = {http://dx.doi.org/10.71190/2024-12pdpetro-1224050},
  year = {2025}
}

Use of Artificial Intelligence to Obtain a StratiGraphic Profile of Tailings Dams from CPTu Tests

Helena P. Nierwinski, Leandro A. Custodio, Amanda S. Barbosa, and Ricardo J. Pfitscher

In Geo-EnvironMeet 2025, Feb 2025

DOI Bib

@inproceedings{Nierwinski_2025a,
  author = {Nierwinski, Helena P. and Custodio, Leandro A. and Barbosa, Amanda S. and Pfitscher, Ricardo J.},
  booktitle = {Geo-EnvironMeet 2025},
  doi = {10.1061/9780784485699.034},
  month = feb,
  pages = {315--323},
  publisher = {American Society of Civil Engineers},
  title = {Use of {A}rtificial {I}ntelligence to {O}btain a {S}trati{G}raphic {P}rofile of {T}ailings {D}ams from {CPTu} {T}ests},
  url = {http://dx.doi.org/10.1061/9780784485699.034},
  year = {2025}
}

Machine Learning-Based Approach for CPTu Data Processing and Stratigraphic Analysis

Helena Paula Nierwinski, Arthur Miguel Pereira Gabardo, Ricardo José Pfitscher, Rafael Piton, Ezequias Oliveira, and Marieli Biondo

Metrology, Aug 2025

DOI Bib

@article{Nierwinski_2025b,
  author = {Nierwinski, Helena Paula and Gabardo, Arthur Miguel Pereira and Pfitscher, Ricardo Jos{\'e} and Piton, Rafael and Oliveira, Ezequias and Biondo, Marieli},
  doi = {10.3390/metrology5030048},
  issn = {2673-8244},
  journal = {Metrology},
  month = aug,
  number = {3},
  pages = {48},
  publisher = {MDPI AG},
  title = {Machine {L}earning-{B}ased {A}pproach for {CPTu} {D}ata {P}rocessing and {S}tratigraphic {A}nalysis},
  url = {http://dx.doi.org/10.3390/metrology5030048},
  volume = {5},
  year = {2025}
}

Deployment of IBM Federated Learning Platform and Aggregation Algorithm Comparison: A Case Study Using the MNIST Dataset

Hans Herbert Schulz and Benjamin Grando Moreira

Aug 2025

DOI Bib

@inbook{Schulz_2025,
  author = {Schulz, Hans Herbert and Moreira, Benjamin Grando},
  booktitle = {Intelligent Systems},
  doi = {10.1007/978-3-031-79029-4_22},
  isbn = {9783031790294},
  issn = {1611-3349},
  pages = {310--323},
  publisher = {Springer Nature Switzerland},
  title = {Deployment of {IBM} {F}ederated {L}earning {P}latform and {A}ggregation {A}lgorithm {C}omparison: {A} {C}ase {S}tudy {U}sing the {MNIST} {D}ataset},
  url = {http://dx.doi.org/10.1007/978-3-031-79029-4_22},
  year = {2025}
}

CFD simulations for obtaining steady-state hydrodynamic parameters of a five-degree-of-freedom ROV with jet propulsion

Arthur Sena Marques, Hélio Valdevieso Catarin, Lucas Weihmann, and Andrea Piga Carboni

In Proceedings of the 27th International Congress of Mechanical Engineering, Aug 2025

DOI Bib

@inproceedings{Sena_Marques_2025,
  author = {Sena Marques, Arthur and Valdevieso Catarin, H{\'e}lio and Weihmann, Lucas and Piga Carboni, Andrea},
  booktitle = {Proceedings of the 27th {I}nternational {C}ongress of {M}echanical {E}ngineering},
  collection = {COB2023},
  doi = {10.26678/abcm.cobem2023.cob2023-0940},
  publisher = {ABCM},
  series = {COB2023},
  title = {{CFD} simulations for obtaining steady-state hydrodynamic parameters of a five-degree-of-freedom {ROV} with jet propulsion},
  url = {http://dx.doi.org/10.26678/ABCM.COBEM2023.COB2023-0940},
  year = {2025}
}

A Case Study on Water Demand Forecasting in a Coastal Tourist City

Antoniel Kleber Stefaniak, Pablo Andretta Jaskowiak, and Lucas Weihmann

Aug 2025

DOI Bib

@inbook{Stefaniak_2025,
  author = {Stefaniak, Antoniel Kleber and Jaskowiak, Pablo Andretta and Weihmann, Lucas},
  booktitle = {Intelligent Systems},
  doi = {10.1007/978-3-031-79035-5_1},
  isbn = {9783031790355},
  issn = {1611-3349},
  pages = {3--17},
  publisher = {Springer Nature Switzerland},
  title = {A {C}ase {S}tudy on {W}ater {D}emand {F}orecasting in a {C}oastal {T}ourist {C}ity},
  url = {http://dx.doi.org/10.1007/978-3-031-79035-5_1},
  year = {2025}
}

EduMap: Uma Ferramenta de Analítica Acadêmica para o Mapeamento Geográfico da Origem dos Estudantes

Emanuel Túrmina Torres and Benjamin Grando Moreira

Anais do Computer on the Beach, May 2025

DOI Bib

@article{T_rmina_Torres_2025,
  author = {T{\'u}rmina Torres, Emanuel and Grando Moreira, Benjamin},
  doi = {10.14210/cotb.v16.p546-548},
  issn = {2358-0852},
  journal = {Anais do Computer on the Beach},
  month = may,
  pages = {546--548},
  publisher = {Editora UNIVALI},
  title = {{E}du{M}ap: {U}ma {F}erramenta de {A}nal{\'i}tica {A}cad{\^e}mica para o {M}apeamento {G}eogr{\'a}fico da {O}rigem dos {E}studantes},
  url = {http://dx.doi.org/10.14210/cotb.v16.p546-548},
  volume = {16},
  year = {2025}
}

Initial Study on Waterjet Propulsion for Naval Vessels: Obtaining Parameters through CFD Simulations

Hélio Valdevieso Catarin, Arthur Sena Marques, Lucas Weihmann, and Andrea Piga Carboni

In Proceedings of the 27th International Congress of Mechanical Engineering, May 2025

DOI Bib

@inproceedings{Valdevieso_Catarin_2025,
  author = {Valdevieso Catarin, H{\'e}lio and Sena Marques, Arthur and Weihmann, Lucas and Piga Carboni, Andrea},
  booktitle = {Proceedings of the 27th {I}nternational {C}ongress of {M}echanical {E}ngineering},
  collection = {COB2023},
  doi = {10.26678/abcm.cobem2023.cob2023-0951},
  publisher = {ABCM},
  series = {COB2023},
  title = {Initial {S}tudy on {W}aterjet {P}ropulsion for {N}aval {V}essels: {O}btaining {P}arameters through {CFD} {S}imulations},
  url = {http://dx.doi.org/10.26678/ABCM.COBEM2023.COB2023-0951},
  year = {2025}
}

Static analysis and failure modes of Humanoid Robots in contact with the environment

Lucas Weihmann, Leandro Santos Coelho, and Juliano Pierezan

In Proceedings of the 27th International Congress of Mechanical Engineering, May 2025

DOI Bib

@inproceedings{Weihmann_2025,
  author = {Weihmann, Lucas and dos Santos Coelho, Leandro and Pierezan, Juliano},
  booktitle = {Proceedings of the 27th {I}nternational {C}ongress of {M}echanical {E}ngineering},
  collection = {COB2023},
  doi = {10.26678/abcm.cobem2023.cob2023-0562},
  publisher = {ABCM},
  series = {COB2023},
  title = {Static analysis and failure modes of {H}umanoid {R}obots in contact with the environment},
  url = {http://dx.doi.org/10.26678/ABCM.COBEM2023.COB2023-0562},
  year = {2025}
}

2024

Uer?: Um Jogo Educativo para o Ensino de Geografia e Cultura Brasileira Integrando Componentes Físicos e Digitais

Carlos Henrique Beckert, Jeiel Santos Araújo Oliveria, Larissa Silva Baquião, Bernardo Hott Rocha, Maria Eduarda Favero Razia, Tiago Porsch Dopke, Benjamin Grando Moreira, and Lucas Leandro Nesi

In Anais do XXXV Simpósio Brasileiro de Informática na Educação (SBIE 2024), Nov 2024

DOI Bib

@inproceedings{Beckert_2024,
  author = {Beckert, Carlos Henrique and Oliveria, Jeiel Santos Ara{\'u}jo and Baqui{\~a}o, Larissa Silva and Rocha, Bernardo Hott and Razia, Maria Eduarda Favero and Dopke, Tiago Porsch and Moreira, Benjamin Grando and Nesi, Lucas Leandro},
  booktitle = {Anais do {XXXV} {S}imp{\'o}sio {B}rasileiro de {I}nform{\'a}tica na {E}duca{\c c}{\~a}o ({SBIE} 2024)},
  collection = {SBIE 2024},
  doi = {10.5753/sbie.2024.244642},
  month = nov,
  pages = {2729--2736},
  publisher = {Sociedade Brasileira de Computa{\c c}{\~a}o - SBC},
  series = {SBIE 2024},
  title = {{U}er?: {U}m {J}ogo {E}ducativo para o {E}nsino de {G}eografia e {C}ultura {B}rasileira {I}ntegrando {C}omponentes {F}{\'i}sicos e {D}igitais},
  url = {http://dx.doi.org/10.5753/sbie.2024.244642},
  year = {2024}
}

A Case Study on Deep Learning for Photovoltaic Power Forecasting Combining Satellite and Ground Data

Luiz Henrique Buzzi, Lucas Weihmann, and Pablo Andretta Jaskowiak

Learning and Nonlinear Models, Oct 2024

DOI Bib

@article{Buzzi_2024,
  author = {Buzzi, Luiz Henrique and Weihmann, Lucas and Jaskowiak, Pablo Andretta},
  doi = {10.21528/lnlm-vol22-no2-art1},
  issn = {1676-2789},
  journal = {Learning and Nonlinear Models},
  month = oct,
  number = {2},
  pages = {6--18},
  publisher = {Associacao Brasileira de Inteligencia Computacional - ABRICOM},
  title = {A {C}ase {S}tudy on {D}eep {L}earning for {P}hotovoltaic {P}ower {F}orecasting {C}ombining {S}atellite and {G}round {D}ata},
  url = {http://dx.doi.org/10.21528/lnlm-vol22-no2-art1},
  volume = {22},
  year = {2024}
}

Deep Learning and Satellite Images for Photovoltaic Power Forecasting: A Case Study

Luiz Henrique Buzzi, Lucas Weihmann, and Pablo Andretta Jaskowiak

In Anais do XVI Congresso Brasileiro de Inteligência Computacional, Jan 2024

DOI Bib

@inproceedings{Buzzi_2024a,
  author = {Buzzi, Luiz Henrique and Weihmann, Lucas and Jaskowiak, Pablo Andretta},
  booktitle = {Anais do {XVI} {C}ongresso {B}rasileiro de {I}ntelig{\^e}ncia {C}omputacional},
  collection = {CBIC 2023},
  doi = {10.21528/cbic2023-120},
  month = jan,
  pages = {1--8},
  publisher = {SBIC},
  series = {CBIC 2023},
  title = {Deep {L}earning and {S}atellite {I}mages for {P}hotovoltaic {P}ower {F}orecasting: {A} {C}ase {S}tudy},
  url = {http://dx.doi.org/10.21528/cbic2023-120},
  year = {2024}
}

Detecção de desistência de estudantes em disciplinas ofertadas com apoio do ambiente MOODLE: uma abordagem de análise implícita

Bernardo Souza and Benjamin Grando Moreira

Anais do Computer on the Beach, May 2024

DOI Bib

@article{Dalfovo_de_Souza_2024,
  author = {Dalfovo de Souza, Bernardo and Grando Moreira, Benjamin},
  doi = {10.14210/cotb.v15.p064-071},
  issn = {2358-0852},
  journal = {Anais do Computer on the Beach},
  month = may,
  pages = {064--071},
  publisher = {Editora UNIVALI},
  title = {Detec{\c c}{\~a}o de desist{\^e}ncia de estudantes em disciplinas ofertadas com apoio do ambiente {MOODLE}: uma abordagem de an{\'a}lise impl{\'i}cita},
  url = {http://dx.doi.org/10.14210/cotb.v15.p064-071},
  volume = {15},
  year = {2024}
}

Assistente Virtual para automação de agendamentos de treinamentos corporativos

Thiago Fernandes Griebler and Benjamin Grando Moreira

In Anais do XV Computer on the Beach - COTB’24, May 2024

DOI Bib

@inproceedings{Fernandes_Griebler_2024,
  author = {Fernandes Griebler, Thiago and Grando Moreira, Benjamin},
  booktitle = {Anais do {XV} {C}omputer on the {B}each - {COTB}’24},
  collection = {COTB},
  doi = {10.14210/cotb.v15.p338-340},
  month = may,
  pages = {338--340},
  publisher = {Universidade do Vale do Itaja{\'i}},
  series = {COTB},
  title = {Assistente {V}irtual para automa{\c c}{\~a}o de agendamentos de treinamentos corporativos},
  url = {http://dx.doi.org/10.14210/cotb.v15.p338-340},
  year = {2024}
}

Machine learning for water demand forecasting: Case study in a Brazilian coastal city

Jesuino Vieira Filho, Arlan Scortegagna, Amanara Potykytã de Sousa Dias Vieira, and Pablo Andretta Jaskowiak

Water Practice & Technology, Apr 2024

DOI Bib

@article{Filho_2024,
  author = {Filho, Jesuino Vieira and Scortegagna, Arlan and Vieira, Amanara Potykyt{\~a} de Sousa Dias and Jaskowiak, Pablo Andretta},
  doi = {10.2166/wpt.2024.096},
  issn = {1751-231X},
  journal = {Water Practice \& Technology},
  month = apr,
  number = {5},
  pages = {1586--1602},
  publisher = {IWA Publishing},
  title = {Machine learning for water demand forecasting: {C}ase study in a {B}razilian coastal city},
  url = {http://dx.doi.org/10.2166/wpt.2024.096},
  volume = {19},
  year = {2024}
}

Synapse meets Slurm: Proposta de um middleware para paralelização de algoritmos de otimização populacionais

Arthur M. P. Gabardo, Pablo A. Jaskowiak, and Thiago P. Tancredi

In Anais da XXIV Escola Regional de Alto Desempenho da Região Sul (ERAD-RS 2024), Apr 2024

DOI Bib

@inproceedings{Gabardo_2024,
  author = {Gabardo, Arthur M. P. and Jaskowiak, Pablo A. and Tancredi, Thiago P.},
  booktitle = {Anais da {XXIV} {E}scola {R}egional de {A}lto {D}esempenho da {R}egi{\~a}o {S}ul ({ERAD}-{RS} 2024)},
  collection = {ERAD-RS 2024},
  doi = {10.5753/eradrs.2024.238656},
  month = apr,
  pages = {1--4},
  publisher = {Sociedade Brasileira de Computa{\c c}{\~a}o - SBC},
  series = {ERAD-RS 2024},
  title = {{S}ynapse meets {S}lurm: {P}roposta de um middleware para paraleliza{\c c}{\~a}o de algoritmos de otimiza{\c c}{\~a}o populacionais},
  url = {http://dx.doi.org/10.5753/eradrs.2024.238656},
  year = {2024}
}

Análise de sentimentos e emoções com o uso da ferramenta Orange Datamining: uma avaliação a partir da tradução dos textos do português

Benjamin Grando Moreira, Ricardo Jose Pfitscher, Luiz Carlos Camargo, and Tatiana Renata Garcia

In Anais do XV Computer on the Beach - COTB’24, May 2024

DOI Bib

@inproceedings{Grando_Moreira_2024,
  author = {Grando Moreira, Benjamin and Jose Pfitscher, Ricardo and Carlos Camargo, Luiz and Renata Garcia, Tatiana},
  booktitle = {Anais do {XV} {C}omputer on the {B}each - {COTB}’24},
  collection = {COTB},
  doi = {10.14210/cotb.v15.p352-354},
  month = may,
  pages = {352--354},
  publisher = {Universidade do Vale do Itaja{\'i}},
  series = {COTB},
  title = {An{\'a}lise de sentimentos e emo{\c c}{\~o}es com o uso da ferramenta {O}range {D}atamining: uma avalia{\c c}{\~a}o a partir da tradu{\c c}{\~a}o dos textos do portugu{\^e}s},
  url = {http://dx.doi.org/10.14210/cotb.v15.p352-354},
  year = {2024}
}

Jogo para auxílio ao aprendizado de operações matemáticas utilizando ábaco e Visão Computacional

Caio Roberto Schossland Gripp, Elisa Maria Da Silva, João Vitor Lopes Ávila, Maria Luísa Da Costa Bornhausen, Valdomiro Botelho Junior, Vitor Gabriel Aléssio Nogara, Benjamin Grando Moreira, and Lucas Leandro Nesi

In Anais do XXXV Simpósio Brasileiro de Informática na Educação (SBIE 2024), Nov 2024

DOI Bib

@inproceedings{Gripp_2024,
  author = {Gripp, Caio Roberto Schossland and Silva, Elisa Maria Da and {\'A}vila, Jo{\~a}o Vitor Lopes and Bornhausen, Maria Lu{\'i}sa Da Costa and Botelho Junior, Valdomiro and Nogara, Vitor Gabriel Al{\'e}ssio and Moreira, Benjamin Grando and Nesi, Lucas Leandro},
  booktitle = {Anais do {XXXV} {S}imp{\'o}sio {B}rasileiro de {I}nform{\'a}tica na {E}duca{\c c}{\~a}o ({SBIE} 2024)},
  collection = {SBIE 2024},
  doi = {10.5753/sbie.2024.244611},
  month = nov,
  pages = {2713--2720},
  publisher = {Sociedade Brasileira de Computa{\c c}{\~a}o - SBC},
  series = {SBIE 2024},
  title = {Jogo para aux{\'i}lio ao aprendizado de opera{\c c}{\~o}es matem{\'a}ticas utilizando {\'a}baco e {V}is{\~a}o {C}omputacional},
  url = {http://dx.doi.org/10.5753/sbie.2024.244611},
  year = {2024}
}

Improving the PID Controllers of Roll-to-Roll Processes using Reinforcement Learning

Luís Eduardo Fernandes Costa Lima and Ricardo José Pfitscher

In Anais do XXI Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2024), Nov 2024

DOI Bib

@inproceedings{Lima_2024,
  author = {Lima, Lu{\'i}s Eduardo Fernandes Costa and Pfitscher, Ricardo Jos{\'e}},
  booktitle = {Anais do {XXI} {E}ncontro {N}acional de {I}ntelig{\^e}ncia {A}rtificial e {C}omputacional ({ENIAC} 2024)},
  collection = {ENIAC 2024},
  doi = {10.5753/eniac.2024.245136},
  month = nov,
  pages = {352--363},
  publisher = {Sociedade Brasileira de Computa{\c c}{\~a}o - SBC},
  series = {ENIAC 2024},
  title = {Improving the {PID} {C}ontrollers of {R}oll-to-{R}oll {P}rocesses using {R}einforcement {L}earning},
  url = {http://dx.doi.org/10.5753/eniac.2024.245136},
  year = {2024}
}

Comparação de Ferramentas para Análise de Sentimentos Aplicada no Contexto Educacional

Benjamin G. Moreira, Luiz C. Camargo, Ricardo J. Pfitscher, and Tatiana R. Garcia

In Anais do XV Simpósio Brasileiro de Tecnologia da Informação e da Linguagem Humana (STIL 2024), Nov 2024

DOI Bib

@inproceedings{Moreira_2024,
  author = {Moreira, Benjamin G. and Camargo, Luiz C. and Pfitscher, Ricardo J. and Garcia, Tatiana R.},
  booktitle = {Anais do {XV} {S}imp{\'o}sio {B}rasileiro de {T}ecnologia da {I}nforma{\c c}{\~a}o e da {L}inguagem {H}umana ({STIL} 2024)},
  collection = {STIL 2024},
  doi = {10.5753/stil.2024.245409},
  month = nov,
  pages = {474--478},
  publisher = {Sociedade Brasileira de Computa{\c c}{\~a}o},
  series = {STIL 2024},
  title = {Compara{\c c}{\~a}o de Ferramentas para An{\'a}lise de Sentimentos Aplicada no Contexto Educacional},
  url = {http://dx.doi.org/10.5753/stil.2024.245409},
  year = {2024}
}

Projeto e Análise de um Sistema para Aquecimento de Lagos Artificiais para Criação de Carpas-Koi

Gustavo Henrique Muller, Júlia Kuffel, Priscila Tanno Nogueira de Carvalho, Ricardo Jose Pfitscher, and Siméia Paula Storch

RISTI - Revista Ibérica de Sistemas e Tecnologias de Informação, Sep 2024

DOI Bib

@article{Muller_2024,
  author = {Muller, Gustavo Henrique and Kuffel, J{\'u}lia and Carvalho, Priscila Tanno Nogueira de and Pfitscher, Ricardo Jose and Storch, Sim{\'e}ia Paula},
  doi = {10.17013/risti.55.58-70},
  issn = {1646-9895},
  journal = {RISTI - Revista Ib{\'e}rica de Sistemas e Tecnologias de Informa{\c c}{\~a}o},
  month = sep,
  number = {55},
  pages = {58--70},
  publisher = {AISTI},
  title = {Projeto e An{\'a}lise de um {S}istema para {A}quecimento de {L}agos {A}rtificiais para {C}ria{\c c}{\~a}o de {C}arpas-{K}oi},
  url = {http://dx.doi.org/10.17013/risti.55.58-70},
  year = {2024}
}

Estimation of the Soil Unit Weight of Mining Tailings through the Application of Machine Learning Techniques

H. Nierwinski, T. Menegaz, E. Odebrecht, F. Schnaid, R. Pfitscher, and F. Mantarás

In 7th International Conference on Geotechnical and Geophysical Site Characterization, Sep 2024

DOI Bib

@inproceedings{Nierwinski_2024,
  author = {Nierwinski, H. and Menegaz, T. and Odebrecht, E. and Schnaid, F. and Pfitscher, R. and Mantar{\'a}s, F.},
  booktitle = {7th {I}nternational {C}onference on {G}eotechnical and {G}eophysical {S}ite {C}haracterization},
  collection = {ISC 2024},
  doi = {10.23967/isc.2024.277},
  publisher = {CIMNE},
  series = {ISC 2024},
  title = {Estimation of the {S}oil {U}nit {W}eight of {M}ining {T}ailings through the {A}pplication of {M}achine {L}earning {T}echniques},
  url = {http://dx.doi.org/10.23967/isc.2024.277},
  year = {2024}
}

Letra-a-letra: Jogo colaborativo para alfabetização

Fernando Mendes Peixer, Arthur Aleixo Cipriani, Marcos Da Rocha, Renan De Souza Rodrigues, Thomas Heitmann, Benjamin Grando Moreira, and Lucas Leandro Nesi

In Anais do XXXV Simpósio Brasileiro de Informática na Educação (SBIE 2024), Nov 2024

DOI Bib

@inproceedings{Peixer_2024,
  author = {Peixer, Fernando Mendes and Cipriani, Arthur Aleixo and Rocha, Marcos Da and Rodrigues, Renan De Souza and Heitmann, Thomas and Moreira, Benjamin Grando and Nesi, Lucas Leandro},
  booktitle = {Anais do {XXXV} {S}imp{\'o}sio {B}rasileiro de {I}nform{\'a}tica na {E}duca{\c c}{\~a}o ({SBIE} 2024)},
  collection = {SBIE 2024},
  doi = {10.5753/sbie.2024.244618},
  month = nov,
  pages = {2721--2728},
  publisher = {Sociedade Brasileira de Computa{\c c}{\~a}o - SBC},
  series = {SBIE 2024},
  title = {Letra-a-letra: {J}ogo colaborativo para alfabetiza{\c c}{\~a}o},
  url = {http://dx.doi.org/10.5753/sbie.2024.244618},
  year = {2024}
}

Analyzing the Influence of Online Advertisements on ISP Network Traffic

Renan Augusto Redel, Douglas Zietz, Vitor Uchikawa, and Ricardo J. Pfitscher

In Anais do XXIX Workshop de Gerência e Operação de Redes e Serviços (WGRS 2024), May 2024

DOI Bib

@inproceedings{Redel_2024,
  author = {Redel, Renan Augusto and Zietz, Douglas and Uchikawa, Vitor and Pfitscher, Ricardo J.},
  booktitle = {Anais do {XXIX} {W}orkshop de {G}er{\^e}ncia e {O}pera{\c c}{\~a}o de {R}edes e {S}ervi{\c c}os ({WGRS} 2024)},
  collection = {WGRS 2024},
  doi = {10.5753/wgrs.2024.3235},
  month = may,
  pages = {57--69},
  publisher = {Sociedade Brasileira de Computa{\c c}{\~a}o - SBC},
  series = {WGRS 2024},
  title = {Analyzing the {I}nfluence of {O}nline {A}dvertisements on {ISP} {N}etwork {T}raffic},
  url = {http://dx.doi.org/10.5753/wgrs.2024.3235},
  year = {2024}
}

Comparison of Face Detection Methods Under the Influence of Lighting Variation

Renan Sevilha Sakamoto, Benjamin Grando Moreira, and Pablo Andretta Jaskowiak

In Anais do XXI Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2024), Nov 2024

DOI Bib

@inproceedings{Sakamoto_2024,
  author = {Sakamoto, Renan Sevilha and Moreira, Benjamin Grando and Jaskowiak, Pablo Andretta},
  booktitle = {Anais do {XXI} {E}ncontro {N}acional de {I}ntelig{\^e}ncia {A}rtificial e {C}omputacional ({ENIAC} 2024)},
  collection = {ENIAC 2024},
  doi = {10.5753/eniac.2024.245258},
  month = nov,
  pages = {496--507},
  publisher = {Sociedade Brasileira de Computa{\c c}{\~a}o - SBC},
  series = {ENIAC 2024},
  title = {Comparison of {F}ace {D}etection {M}ethods {U}nder the {I}nfluence of {L}ighting {V}ariation},
  url = {http://dx.doi.org/10.5753/eniac.2024.245258},
  year = {2024}
}

Protótipo de sistema para obtenção da força e deformação em corpos de prova

Emanuel Túrmina Torres, Guilherme Nascimento, Benjamin Grando Moreira, and Lucas Francisco Vieira

In Anais do XV Computer on the Beach - COTB’24, May 2024

DOI Bib

@inproceedings{T_rmina_Torres_2024,
  author = {T{\'u}rmina Torres, Emanuel and Araujo Machado do Nascimento, Guilherme and Grando Moreira, Benjamin and Francisco Vieira, Lucas},
  booktitle = {Anais do {XV} {C}omputer on the {B}each - {COTB}’24},
  collection = {COTB},
  doi = {10.14210/cotb.v15.p357-359},
  month = may,
  pages = {357--359},
  publisher = {Universidade do Vale do Itaja{\'i}},
  series = {COTB},
  title = {Prot{\'o}tipo de sistema para obten{\c c}{\~a}o da for{\c c}a e deforma{\c c}{\~a}o em corpos de prova},
  url = {http://dx.doi.org/10.14210/cotb.v15.p357-359},
  year = {2024}
}

Modelagem e Avaliação de Redes Neurais Artificiais Generalistas para Estimativa do Comportamento de Linhas de Ancoragem Formadas por Múltiplos Segmentos Heterogêneos

Johne Trindade, Thiago Pontin Tancredi, and Pablo Jaskowiak

In Proceedings of the 30th International Congress on Waterway Transport, Shipbuilding and Offshore, May 2024

DOI Bib

@inproceedings{Trindade_2024,
  author = {Trindade, Johne and Tancredi, Thiago Pontin and Jaskowiak, Pablo},
  booktitle = {Proceedings of the 30th {I}nternational {C}ongress on {W}aterway {T}ransport, {S}hipbuilding and {O}ffshore},
  collection = {SOBENA 2024},
  doi = {10.17648/sobena-2024-195573},
  publisher = {Galoa},
  series = {SOBENA 2024},
  title = {Modelagem e {A}valia{\c c}{\~a}o de {R}edes {N}eurais {A}rtificiais {G}eneralistas para {E}stimativa do {C}omportamento de {L}inhas de {A}ncoragem {F}ormadas por {M}{\'u}ltiplos {S}egmentos {H}eterog{\^e}neos},
  url = {http://dx.doi.org/10.17648/sobena-2024-195573},
  year = {2024}
}

Performance Evaluation of Seawater Battery Power Generation in a Monitored Environment

Douglas Rafael Wendt, Alan Miranda, Daniel Alves Cavalcante, Victor Noster Kürschner, Lucas Weihmann, Anderson Spengler, and Lucas Costa Lobato

In OCEANS 2024 - Halifax, Sep 2024

DOI Bib

@inproceedings{Wendt_2024,
  author = {Wendt, Douglas Rafael and Miranda, Alan and Cavalcante, Daniel Alves and K{\"u}rschner, Victor Noster and Weihmann, Lucas and Spengler, Anderson and Lobato, Lucas Costa},
  booktitle = {{OCEANS} 2024 - {H}alifax},
  doi = {10.1109/oceans55160.2024.10754231},
  month = sep,
  pages = {1--6},
  publisher = {IEEE},
  title = {Performance {E}valuation of {S}eawater {B}attery {P}ower {G}eneration in a {M}onitored {E}nvironment},
  url = {http://dx.doi.org/10.1109/oceans55160.2024.10754231},
  year = {2024}
}

2023

Controlador neural para um motor CC: aspectos de projeto e simulação

Gustavo Arins and Benjamin Grando Moreira

In Anais do XIV Computer on the Beach - COTB’23, May 2023

DOI Bib

@inproceedings{Arins_2023,
  author = {Arins, Gustavo and Grando Moreira, Benjamin},
  booktitle = {Anais do {XIV} {C}omputer on the {B}each - {COTB}’23},
  collection = {COTB},
  doi = {10.14210/cotb.v14.p032-039},
  month = may,
  pages = {032--039},
  publisher = {Universidade do Vale do Itaja{\'i}},
  series = {COTB},
  title = {Controlador neural para um motor {CC}: aspectos de projeto e simula{\c c}{\~a}o},
  url = {http://dx.doi.org/10.14210/cotb.v14.p032-039},
  year = {2023}
}

A practical approach for soil unit weight estimation using artificial neural networks

Helena Paula Nierwinski, Ricardo José Pfitscher, Breno Salgado Barra, Talita Menegaz, and Edgar Odebrecht

Journal of South American Earth Sciences, Nov 2023

DOI Bib

@article{Nierwinski_2023,
  author = {Nierwinski, Helena Paula and Pfitscher, Ricardo Jos{\'e} and Barra, Breno Salgado and Menegaz, Talita and Odebrecht, Edgar},
  doi = {10.1016/j.jsames.2023.104648},
  issn = {0895-9811},
  journal = {Journal of South American Earth Sciences},
  month = nov,
  pages = {104648},
  publisher = {Elsevier BV},
  title = {A practical approach for soil unit weight estimation using artificial neural networks},
  url = {http://dx.doi.org/10.1016/j.jsames.2023.104648},
  volume = {131},
  year = {2023}
}

Análise de sentimentos em turmas de programação com vistas ao apoio à permanência estudantil

Ricardo J. Pfitscher, Luiz C. Camargo, Benjamin G. Moreira, Carolina Wang, Rosilaine Zedral, and Tatiana R. Garcia

In Anais do XXXIV Simpósio Brasileiro de Informática na Educação (SBIE 2023), Nov 2023

DOI Bib

@inproceedings{Pfitscher_2023,
  author = {Pfitscher, Ricardo J. and Camargo, Luiz C. and Moreira, Benjamin G. and Wang, Carolina and Zedral, Rosilaine and Garcia, Tatiana R.},
  booktitle = {Anais do {XXXIV} {S}imp{\'o}sio {B}rasileiro de {I}nform{\'a}tica na {E}duca{\c c}{\~a}o ({SBIE} 2023)},
  collection = {SBIE 2023},
  doi = {10.5753/sbie.2023.234753},
  month = nov,
  pages = {1329--1340},
  publisher = {Sociedade Brasileira de Computa{\c c}{\~a}o - SBC},
  series = {SBIE 2023},
  title = {An{\'a}lise de sentimentos em turmas de programa{\c c}{\~a}o com vistas ao apoio {\`a} perman{\^e}ncia estudantil},
  url = {http://dx.doi.org/10.5753/sbie.2023.234753},
  year = {2023}
}

Calibração de trenas utilizando Visão Computacional: caracterização das graduações para medição

Matheus Santana Carvalho, Benjamin Grando Moreira, and Sueli Fischer Beckert

In Anais do XIV Computer on the Beach - COTB’23, May 2023

DOI Bib

@inproceedings{Santana_Carvalho_2023,
  author = {Santana Carvalho, Matheus and Grando Moreira, Benjamin and Fischer Beckert, Sueli},
  booktitle = {Anais do {XIV} {C}omputer on the {B}each - {COTB}’23},
  collection = {COTB},
  doi = {10.14210/cotb.v14.p470-472},
  month = may,
  pages = {470--472},
  publisher = {Universidade do Vale do Itaja{\'i}},
  series = {COTB},
  title = {Calibra{\c c}{\~a}o de trenas utilizando {V}is{\~a}o {C}omputacional: caracteriza{\c c}{\~a}o das gradua{\c c}{\~o}es para medi{\c c}{\~a}o},
  url = {http://dx.doi.org/10.14210/cotb.v14.p470-472},
  year = {2023}
}

Detecção de desistência de estudantes em disciplinas ofertadas com apoio do ambiente Moodle: uma discussão sobre resultados alcançados

Bernardo Dalfovo de Souza, Benjamin Grando Moreira, and Carolina Bittencourt Wang

In Anais do II Workshop de Aplicações Práticas de Learning Analytics em Instituições de Ensino no Brasil (WAPLA 2023), Nov 2023

DOI Bib

@inproceedings{Souza_2023,
  author = {Souza, Bernardo Dalfovo de and Moreira, Benjamin Grando and Wang, Carolina Bittencourt},
  booktitle = {Anais do {II} {W}orkshop de {A}plica{\c c}{\~o}es {P}r{\'a}ticas de {L}earning {A}nalytics em {I}nstitui{\c c}{\~o}es de {E}nsino no {B}rasil ({WAPLA} 2023)},
  collection = {WAPLA 2023},
  doi = {10.5753/wapla.2023.236174},
  month = nov,
  pages = {99--107},
  publisher = {Sociedade Brasileira de Computa{\c c}{\~a}o},
  series = {WAPLA 2023},
  title = {Detec{\c c}{\~a}o de desist{\^e}ncia de estudantes em disciplinas ofertadas com apoio do ambiente {M}oodle: uma discuss{\~a}o sobre resultados alcan{\c c}ados},
  url = {http://dx.doi.org/10.5753/wapla.2023.236174},
  year = {2023}
}

Examining the Centralization of Email Industry: A Landscape Analysis for IPv4 and IPv6

Luciano Zembruzki, Arthur Selle Jacobs, Lisandro Zambenedetti Granville, and Ricardo Jose Pfitscher

In 2023 IEEE Symposium on Computers and Commununications (ISCC), Jul 2023

DOI Bib

@inproceedings{Zembruzki_2023,
  author = {Zembruzki, Luciano and Jacobs, Arthur Selle and Granville, Lisandro Zambenedetti and Pfitscher, Ricardo Jose},
  booktitle = {2023 {IEEE} {S}ymposium on {C}omputers and {C}ommununications ({ISCC})},
  doi = {10.1109/iscc58397.2023.10217834},
  month = jul,
  pages = {360--366},
  publisher = {IEEE},
  title = {Examining the {C}entralization of {E}mail {I}ndustry: {A} {L}andscape {A}nalysis for {I}{P}v4 and {I}{P}v6},
  url = {http://dx.doi.org/10.1109/ISCC58397.2023.10217834},
  year = {2023}
}

2022

Protótipo para monitoramento da postura sentada

Vinicius Claudino, Benjamin Grando Moreira, and Vinicius Claudino

In Anais do XIII Computer on the Beach - COTB’22, Jul 2022

DOI Bib

@inproceedings{Claudino_2022,
  author = {Claudino, Vinicius and Grando Moreira, Benjamin and Claudino, Vinicius},
  booktitle = {Anais do {XIII} {C}omputer on the {B}each - {COTB}’22},
  collection = {COTB},
  doi = {10.14210/cotb.v13.p251-258},
  month = jul,
  pages = {251--258},
  publisher = {Universidade do Vale do Itaja{\'i}},
  series = {COTB},
  title = {Prot{\'o}tipo para monitoramento da postura sentada},
  url = {http://dx.doi.org/10.14210/cotb.v13.p251-258},
  year = {2022}
}

The area under the ROC curve as a measure of clustering quality

Pablo A. Jaskowiak, Ivan G. Costa, and Ricardo J. G. B. Campello

Data Mining and Knowledge Discovery, Apr 2022

DOI Bib

@article{Jaskowiak_2022,
  author = {Jaskowiak, Pablo A. and Costa, Ivan G. and Campello, Ricardo J. G. B.},
  doi = {10.1007/s10618-022-00829-0},
  issn = {1573-756X},
  journal = {Data Mining and Knowledge Discovery},
  month = apr,
  number = {3},
  pages = {1219--1245},
  publisher = {Springer Science and Business Media LLC},
  title = {The area under the {ROC} curve as a measure of clustering quality},
  url = {http://dx.doi.org/10.1007/s10618-022-00829-0},
  volume = {36},
  year = {2022}
}

2021

Modelagem e Identificação de Dados Epidemiológicos Associados à Pandemia de COVID- 19 em Santa Catarina

Eduard Hermes Anschau, Alexandro Garro Brito, and Pablo Andretta Jaskowiak

In Anais do 15. Congresso Brasileiro de Inteligência Computacional, Jan 2021

DOI Bib

@inproceedings{Anschau_2021,
  author = {Anschau, Eduard Hermes and Brito, Alexandro Garro and Jaskowiak, Pablo Andretta},
  booktitle = {Anais do 15. {C}ongresso {B}rasileiro de {I}ntelig{\^e}ncia {C}omputacional},
  collection = {CBIC 2021},
  doi = {10.21528/cbic2021-122},
  month = jan,
  pages = {1--8},
  publisher = {SBIC},
  series = {CBIC 2021},
  title = {Modelagem e Identifica{\c c}{\~a}o de Dados Epidemiol{\'o}gicos Associados {\`a} Pandemia de {COVID}- 19 em {S}anta {C}atarina},
  url = {http://dx.doi.org/10.21528/CBIC2021-122},
  year = {2021}
}

Retrofitting of a two-degrees-of-freedom welding torch displacement system

João Victor Fabri, Tiago Cunha, and Pablo Andretta Jaskowiak

In Proceedings of the 26th International Congress of Mechanical Engineering, Jan 2021

DOI Bib

@inproceedings{Fabri_2021,
  author = {Fabri, Jo{\~a}o Victor and Vieira da Cunha, Tiago and Andretta Jaskowiak, Pablo},
  booktitle = {Proceedings of the 26th {I}nternational {C}ongress of {M}echanical {E}ngineering},
  collection = {COB2021},
  doi = {10.26678/abcm.cobem2021.cob2021-0114},
  publisher = {ABCM},
  series = {COB2021},
  title = {Retrofitting of a two-degrees-of-freedom welding torch displacement system},
  url = {http://dx.doi.org/10.26678/ABCM.COBEM2021.COB2021-0114},
  year = {2021}
}

Playing NES Tetris with No Piece Rotations

Adler A. L. Soster, Michael Birken, and Pablo A. Jaskowiak

In Anais Estendidos do XX Simpósio Brasileiro de Games e Entretenimento Digital (SBGames Estendido 2021), Oct 2021

DOI Bib

@inproceedings{Soster_2021,
  author = {Soster, Adler A. L. and Birken, Michael and A. Jaskowiak, Pablo},
  booktitle = {Anais {E}stendidos do {XX} {S}imp{\'o}sio {B}rasileiro de {G}ames e {E}ntretenimento {D}igital ({SBGames} {E}stendido 2021)},
  collection = {SBGames Estendido 2021},
  doi = {10.5753/sbgames_estendido.2021.19664},
  month = oct,
  pages = {339--343},
  publisher = {Sociedade Brasileira de Computa{\c c}{\~a}o},
  series = {SBGames Estendido 2021},
  title = {Playing {NES} {T}etris with {N}o {P}iece {R}otations},
  url = {http://dx.doi.org/10.5753/sbgames_estendido.2021.19664},
  year = {2021}
}

2020

Comparação de Métodos de Deep Learning Pré-Treinados da Biblioteca OpenCV para Detecção de Pessoas em Ambientes Internos

Pablo Andretta Jaskowiak and Jesuino Vieira Filho

Revista Eletrônica de Iniciação Científica em Computação, Nov 2020

DOI Bib

@article{Andretta_Jaskowiak_2020,
  author = {Andretta Jaskowiak, Pablo and Vieira Filho, Jesuino},
  doi = {10.5753/reic.2020.1766},
  issn = {1519-8219},
  journal = {Revista Eletr{\^o}nica de Inicia{\c c}{\~a}o Cient{\'i}fica em Computa{\c c}{\~a}o},
  month = nov,
  number = {4},
  publisher = {Sociedade Brasileira de Computacao - SB},
  title = {Compara{\c c}{\~a}o de M{\'e}todos de Deep Learning Pr{\'e}-Treinados da Biblioteca {OpenCV} para Detec{\c c}{\~a}o de Pessoas em Ambientes Internos},
  url = {http://dx.doi.org/10.5753/reic.2020.1766},
  volume = {18},
  year = {2020}
}

Development of a mobile application for monitoring and controlling a CNC machine using Industry 4.0 concepts

Adriano Fagali Souza, Juliana Martins, Henrique Maiochi, Aline Durrer Patelli Juliani, and Pablo Andretta Jaskowiak

The International Journal of Advanced Manufacturing Technology, Oct 2020

DOI Bib

@article{de_Souza_2020,
  author = {de Souza, Adriano Fagali and Martins, Juliana and Maiochi, Henrique and Juliani, Aline Durrer Patelli and Jaskowiak, Pablo Andretta},
  doi = {10.1007/s00170-020-06245-2},
  issn = {1433-3015},
  journal = {The International Journal of Advanced Manufacturing Technology},
  month = oct,
  number = {9--10},
  pages = {2545--2552},
  publisher = {Springer Science and Business Media LLC},
  title = {Development of a mobile application for monitoring and controlling a {CNC} machine using {I}ndustry 4.0 concepts},
  url = {http://dx.doi.org/10.1007/s00170-020-06245-2},
  volume = {111},
  year = {2020}
}

Conversor de formatos de arquivos de ferramentas de modelagem de Sistemas a Eventos Discretos

Alberthus Koops Londello and Benjamin Grando Moreira

In Anais do XI Computer on the Beach - COTB ’20, Sep 2020

DOI Bib

@inproceedings{Koops_Londello_2020,
  author = {Koops Londello, Alberthus and Grando Moreira, Benjamin},
  booktitle = {Anais do {XI} {C}omputer on the {B}each - {COTB} ’20},
  collection = {COTB},
  doi = {10.14210/cotb.v11n1.p095-096},
  month = sep,
  pages = {095--096},
  publisher = {Universidade do Vale do Itaja{\'i}},
  series = {COTB},
  title = {Conversor de formatos de arquivos de ferramentas de modelagem de {S}istemas a {E}ventos {D}iscretos},
  url = {http://dx.doi.org/10.14210/cotb.v11n1.p095-096},
  year = {2020}
}

A proposal for an active diagnoser for safe fault-tolerant control of Discrete Event Systems

Benjamin Grando Moreira and André Bittencourt Leal

IFAC-PapersOnLine, Sep 2020

DOI Bib

@article{Moreira_2020,
  author = {Moreira, Benjamin Grando and Leal, Andr{\'e} Bittencourt},
  doi = {10.1016/j.ifacol.2021.04.027},
  issn = {2405-8963},
  journal = {IFAC-PapersOnLine},
  number = {4},
  pages = {282--287},
  publisher = {Elsevier BV},
  title = {A proposal for an active diagnoser for safe fault-tolerant control of {D}iscrete {E}vent {S}ystems},
  url = {http://dx.doi.org/10.1016/j.ifacol.2021.04.027},
  volume = {53},
  year = {2020}
}

Comparative Study of Photovoltaic Power Forecasting Methods

Angelo Pelisson, Thiago Covoes, Anderson Spengler, and Pablo Jaskowiak

In Anais do Encontro Nacional de Inteligência Artificial e Computacional (ENIAC 2020), Oct 2020

DOI Bib

@inproceedings{Pelisson_2020,
  author = {Pelisson, Angelo and Covoes, Thiago and Spengler, Anderson and Jaskowiak, Pablo},
  booktitle = {Anais do {E}ncontro {N}acional de {I}ntelig{\^e}ncia {A}rtificial e {C}omputacional ({ENIAC} 2020)},
  collection = {ENIAC},
  doi = {10.5753/eniac.2020.12159},
  month = oct,
  pages = {555--566},
  publisher = {Sociedade Brasileira de Computa{\c c}{\~a}o - SBC},
  series = {ENIAC},
  title = {Comparative {S}tudy of {P}hotovoltaic {P}ower {F}orecasting {M}ethods},
  url = {http://dx.doi.org/10.5753/eniac.2020.12159},
  year = {2020}
}

Desenvolvimento de um software para calibração de trenas utilizando visão computacional

Matheus Santana Carvalho, Benjamin Grando Moreira, and Sueli Fischer Beckert

In Anais do XI Computer on the Beach - COTB ’20, Sep 2020

DOI Bib

@inproceedings{Santana_Carvalho_2020,
  author = {Santana Carvalho, Matheus and Grando Moreira, Benjamin and Fischer Beckert, Sueli},
  booktitle = {Anais do {XI} {C}omputer on the {B}each - {COTB} ’20},
  collection = {COTB},
  doi = {10.14210/cotb.v11n1.p050-051},
  month = sep,
  pages = {050--051},
  publisher = {Universidade do Vale do Itaja{\'i}},
  series = {COTB},
  title = {Desenvolvimento de um software para calibra{\c c}{\~a}o de trenas utilizando vis{\~a}o computacional},
  url = {http://dx.doi.org/10.14210/cotb.v11n1.p050-051},
  year = {2020}
}

2019

FENDE: Marketplace-Based Distribution, Execution, and Life Cycle Management of VNFs

Lucas Bondan, Muriel F. Franco, Leonardo Marcuzzo, Giovanni Venancio, Ricardo L. Santos, Ricardo J. Pfitscher, Eder J. Scheid, Burkhard Stiller, Filip De Turck, Elias P. Duarte, Alberto E. Schaeffer-Filho, Carlos R. P. dos Santos, and Lisandro Z. Granville

IEEE Communications Magazine, Jan 2019

DOI Bib

@article{Bondan_2019,
  author = {Bondan, Lucas and Franco, Muriel F. and Marcuzzo, Leonardo and Venancio, Giovanni and Santos, Ricardo L. and Pfitscher, Ricardo J. and Scheid, Eder J. and Stiller, Burkhard and De Turck, Filip and Duarte, Elias P. and Schaeffer-Filho, Alberto E. and Santos, Carlos R. P. dos and Granville, Lisandro Z.},
  doi = {10.1109/mcom.2018.1800507},
  issn = {1558-1896},
  journal = {IEEE Communications Magazine},
  month = jan,
  number = {1},
  pages = {13--19},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  title = {{FENDE}: {M}arketplace-{B}ased {D}istribution, {E}xecution, and {L}ife {C}ycle {M}anagement of {VNFs}},
  url = {http://dx.doi.org/10.1109/mcom.2018.1800507},
  volume = {57},
  year = {2019}
}

MODELING THE THERMAL PERFORMANCE OF A WINDOW TYPE AIR-CONDITIONING SYSTEM WITH ARTIFICIAL NEURAL NETWORKS

João Victor Fabri, Pablo Andretta Jaskowiak, and Diogo Lôndero Da Silva

In Proceedings of the 25th International Congress of Mechanical Engineering, Jan 2019

DOI Bib

@inproceedings{Fabri_2019,
  author = {Fabri, Jo{\~a}o Victor and Andretta Jaskowiak, Pablo and Da Silva, Diogo L{\o}ndero},
  booktitle = {Proceedings of the 25th {I}nternational {C}ongress of {M}echanical {E}ngineering},
  collection = {COB2019},
  doi = {10.26678/abcm.cobem2019.cob2019-0789},
  publisher = {ABCM},
  series = {COB2019},
  title = {{MODELING} {THE} {THERMAL} {PERFORMANCE} {OF} {A} {WINDOW} {TYPE} {AIR}-{CONDITIONING} {SYSTEM} {WITH} {ARTIFICIAL} {NEURAL} {NETWORKS}},
  url = {http://dx.doi.org/10.26678/abcm.cobem2019.cob2019-0789},
  year = {2019}
}

Refining network intents for self-driving networks

Arthur Selle Jacobs, Ricardo José Pfitscher, Ronaldo Alves Ferreira, and Lisandro Zambenedetti Granville

ACM SIGCOMM Computer Communication Review, Jan 2019

DOI Bib

@article{Jacobs_2019,
  author = {Jacobs, Arthur Selle and Pfitscher, Ricardo Jos{\'e} and Ferreira, Ronaldo Alves and Granville, Lisandro Zambenedetti},
  doi = {10.1145/3310165.3310173},
  issn = {0146-4833},
  journal = {ACM SIGCOMM Computer Communication Review},
  month = jan,
  number = {5},
  pages = {55--63},
  publisher = {Association for Computing Machinery (ACM)},
  title = {Refining network intents for self-driving networks},
  url = {http://dx.doi.org/10.1145/3310165.3310173},
  volume = {48},
  year = {2019}
}

Guiltiness: A practical approach for quantifying virtual network functions performance

Ricardo José Pfitscher, Arthur Selle Jacobs, Luciano Zembruzki, Ricardo Luis Santos, Eder John Scheid, Muriel Figueredo Franco, Alberto Schaeffer-Filho, and Lisandro Zambenedetti Granville

Computer Networks, Oct 2019

DOI Bib

@article{Pfitscher_2019,
  author = {Pfitscher, Ricardo Jos{\'e} and Jacobs, Arthur Selle and Zembruzki, Luciano and dos Santos, Ricardo Luis and Scheid, Eder John and Franco, Muriel Figueredo and Schaeffer-Filho, Alberto and Granville, Lisandro Zambenedetti},
  doi = {10.1016/j.comnet.2019.06.001},
  issn = {1389-1286},
  journal = {Computer Networks},
  month = oct,
  pages = {14--31},
  publisher = {Elsevier BV},
  title = {Guiltiness: {A} practical approach for quantifying virtual network functions performance},
  url = {http://dx.doi.org/10.1016/j.comnet.2019.06.001},
  volume = {161},
  year = {2019}
}

2018

Fault-Tolerant Architecture for AUVs

Tui Baraniuk, Roberto Simoni, and Lucas Weihmann

In 2018 IEEE/OES Autonomous Underwater Vehicle Workshop (AUV), Nov 2018

DOI Bib

@inproceedings{Baraniuk_2018,
  author = {Baraniuk, Tui and Simoni, Roberto and Weihmann, Lucas},
  booktitle = {2018 {IEEE}/{OES} {A}utonomous {U}nderwater {V}ehicle {W}orkshop ({AUV})},
  doi = {10.1109/auv.2018.8729754},
  month = nov,
  pages = {1--6},
  publisher = {IEEE},
  title = {Fault-Tolerant Architecture for {AUVs}},
  url = {http://dx.doi.org/10.1109/AUV.2018.8729754},
  year = {2018}
}

IDEAFIX: Identifying Elephant Flows in P4-Based IXP Networks

Marcus Vinicius Brito Silva, Arthur Selle Jacobs, Ricardo Jose Pfitscher, and Lisandro Zambenedetti Granville

In 2018 IEEE Global Communications Conference (GLOBECOM), Dec 2018

DOI Bib

@inproceedings{da_Silva_2018,
  author = {da Silva, Marcus Vinicius Brito and Jacobs, Arthur Selle and Pfitscher, Ricardo Jose and Granville, Lisandro Zambenedetti},
  booktitle = {2018 {IEEE} {G}lobal {C}ommunications {C}onference ({GLOBECOM})},
  doi = {10.1109/glocom.2018.8647685},
  month = dec,
  pages = {1--6},
  publisher = {IEEE},
  title = {{IDEAFIX}: {I}dentifying {E}lephant {F}lows in {P}4-{B}ased {IXP} {N}etworks},
  url = {http://dx.doi.org/10.1109/glocom.2018.8647685},
  year = {2018}
}

Artificial neural network model to predict affinity for virtual network functions

Arthur Selle Jacobs, Ricardo Jose Pfitscher, Ricardo Luis dos Santos, Muriel Figueredo Franco, Eder John Scheid, and Lisandro Zambenedetti Granville

In NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium, Apr 2018

DOI Bib

@inproceedings{Jacobs_2018a,
  author = {Jacobs, Arthur Selle and Pfitscher, Ricardo Jose and Santos, Ricardo Luis dos and Franco, Muriel Figueredo and Scheid, Eder John and Granville, Lisandro Zambenedetti},
  booktitle = {{NOMS} 2018 - 2018 {IEEE}/{IFIP} {N}etwork {O}perations and {M}anagement {S}ymposium},
  doi = {10.1109/noms.2018.8406253},
  month = apr,
  pages = {1--9},
  publisher = {IEEE},
  title = {Artificial neural network model to predict affinity for virtual network functions},
  url = {http://dx.doi.org/10.1109/noms.2018.8406253},
  year = {2018}
}

Refining Network Intents for Self-Driving Networks

Arthur Selle Jacobs, Ricardo José Pfitscher, Ronaldo Alves Ferreira, and Lisandro Zambenedetti Granville

In Proceedings of the Afternoon Workshop on Self-Driving Networks, Aug 2018

DOI Bib

@inproceedings{Jacobs_2018b,
  author = {Jacobs, Arthur Selle and Pfitscher, Ricardo Jos{\'e} and Ferreira, Ronaldo Alves and Granville, Lisandro Zambenedetti},
  booktitle = {Proceedings of the {A}fternoon {W}orkshop on {S}elf-{D}riving {N}etworks},
  collection = {SIGCOMM ’18},
  doi = {10.1145/3229584.3229590},
  month = aug,
  pages = {15--21},
  publisher = {ACM},
  series = {SIGCOMM ’18},
  title = {Refining {N}etwork {I}ntents for {S}elf-{D}riving {N}etworks},
  url = {http://dx.doi.org/10.1145/3229584.3229590},
  year = {2018}
}

Clustering of RNA-Seq samples: Comparison study on cancer data

Pablo Andretta Jaskowiak, Ivan G. Costa, and Ricardo J.G.B. Campello

Methods, Jan 2018

DOI Bib

@article{Jaskowiak_2018,
  author = {Jaskowiak, Pablo Andretta and Costa, Ivan G. and Campello, Ricardo J.G.B.},
  doi = {10.1016/j.ymeth.2017.07.023},
  issn = {1046-2023},
  journal = {Methods},
  month = jan,
  pages = {42--49},
  publisher = {Elsevier BV},
  title = {Clustering of {RNA}-{S}eq samples: {C}omparison study on cancer data},
  url = {http://dx.doi.org/10.1016/j.ymeth.2017.07.023},
  volume = {132},
  year = {2018}
}

A model for quantifying performance degradation in virtual network function service chains

Ricardo J. Pfitscher, Arthur S. Jacobs, Eder J. Scheid, Muriel F. Franco, Ricardo L. dos Santos, Alberto E. Schaeffer-Filho, and Lisandro Z. Granville

In NOMS 2018 - 2018 IEEE/IFIP Network Operations and Management Symposium, Apr 2018

DOI Bib

@inproceedings{Pfitscher_2018,
  author = {Pfitscher, Ricardo J. and Jacobs, Arthur S. and Scheid, Eder J. and Franco, Muriel F. and Santos, Ricardo L. dos and Schaeffer-Filho, Alberto E. and Granville, Lisandro Z.},
  booktitle = {{NOMS} 2018 - 2018 {IEEE}/{IFIP} {N}etwork {O}perations and {M}anagement {S}ymposium},
  doi = {10.1109/noms.2018.8406268},
  month = apr,
  pages = {1--9},
  publisher = {IEEE},
  title = {A model for quantifying performance degradation in virtual network function service chains},
  url = {http://dx.doi.org/10.1109/noms.2018.8406268},
  year = {2018}
}

2017

iMPROVE: Enhancing the Introduction of Services on Programmable Virtual Networks

Ricardo Luis Santos, Muriel Figueredo Franco, Eder John Scheid, Ricardo Jose Pfitscher, Lisandro Zambenedetti Granville, and Liane M. Rockenbach Tarouco

In 2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA), Mar 2017

DOI Bib

@inproceedings{dos_Santos_2017,
  author = {dos Santos, Ricardo Luis and Franco, Muriel Figueredo and Scheid, Eder John and Pfitscher, Ricardo Jose and Granville, Lisandro Zambenedetti and Tarouco, Liane M. Rockenbach},
  booktitle = {2017 {IEEE} 31st {I}nternational {C}onference on {A}dvanced {I}nformation {N}etworking and {A}pplications ({AINA})},
  doi = {10.1109/aina.2017.113},
  month = mar,
  pages = {500--507},
  publisher = {IEEE},
  title = {{iMPROVE}: {E}nhancing the {I}ntroduction of {S}ervices on {P}rogrammable {V}irtual {N}etworks},
  url = {http://dx.doi.org/10.1109/aina.2017.113},
  year = {2017}
}

Interactive Visualizations for Planning and Strategic Business Decisions in NFV-Enabled Networks

Muriel Figueredo Franco, Ricardo Luis dos Santos, Ricardo Cava, Eder John Scheid, Ricardo Jose Pfitscher, Carla Dal Sasso Freitas, and Lisandro Zambenedetti Granville

In 2017 IEEE 31st International Conference on Advanced Information Networking and Applications (AINA), Mar 2017

DOI Bib

@inproceedings{Figueredo_Franco_2017,
  author = {Figueredo Franco, Muriel and Santos, Ricardo Luis dos and Cava, Ricardo and Scheid, Eder John and Pfitscher, Ricardo Jose and Dal Sasso Freitas, Carla and Zambenedetti Granville, Lisandro},
  booktitle = {2017 {IEEE} 31st {I}nternational {C}onference on {A}dvanced {I}nformation {N}etworking and {A}pplications ({AINA})},
  doi = {10.1109/aina.2017.103},
  month = mar,
  pages = {492--499},
  publisher = {IEEE},
  title = {Interactive {V}isualizations for {P}lanning and {S}trategic {B}usiness {D}ecisions in {NFV}-{E}nabled {N}etworks},
  url = {http://dx.doi.org/10.1109/aina.2017.103},
  year = {2017}
}

AMNESiA: Affinity measurement platform for NFV-enabled networks

Arthur Selle Jacobs, Ricardo Luis Santos, Muriel Figueredo Franco, Eder John Scheid, Ricardo Jose Pfitscher, and Lisandro Zambenedetti Granville

In 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), May 2017

DOI Bib

@inproceedings{Jacobs_2017a,
  author = {Jacobs, Arthur Selle and do Santos, Ricardo Luis and Franco, Muriel Figueredo and Scheid, Eder John and Pfitscher, Ricardo Jose and Granville, Lisandro Zambenedetti},
  booktitle = {2017 {IFIP}/{IEEE} {S}ymposium on {I}ntegrated {N}etwork and {S}ervice {M}anagement ({IM})},
  doi = {10.23919/inm.2017.7987403},
  month = may,
  pages = {899--900},
  publisher = {IEEE},
  title = {{AMNESiA}: {A}ffinity measurement platform for {NFV}-enabled networks},
  url = {http://dx.doi.org/10.23919/inm.2017.7987403},
  year = {2017}
}

Affinity measurement for NFV-enabled networks: A criteria-based approach

Arthur Selle Jacobs, Ricardo Luis Santos, Muriel Figueredo Franco, Eder John Scheid, Ricardo Jose Pfitscher, and Lisandro Zambenedetti Granville

In 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), May 2017

DOI Bib

@inproceedings{Jacobs_2017b,
  author = {Jacobs, Arthur Selle and do Santos, Ricardo Luis and Franco, Muriel Figueredo and Scheid, Eder John and Pfitscher, Ricardo Jose and Granville, Lisandro Zambenedetti},
  booktitle = {2017 {IFIP}/{IEEE} {S}ymposium on {I}ntegrated {N}etwork and {S}ervice {M}anagement ({IM})},
  doi = {10.23919/inm.2017.7987272},
  month = may,
  pages = {125--133},
  publisher = {IEEE},
  title = {Affinity measurement for {NFV}-enabled networks: {A} criteria-based approach},
  url = {http://dx.doi.org/10.23919/inm.2017.7987272},
  year = {2017}
}

Static force capability optimization of humanoids robots based on modified self-adaptive differential evolution

Juliano Pierezan, Roberto Zanetti Freire, Lucas Weihmann, Gilberto Reynoso-Meza, and Leandro Santos Coelho

Computers & Operations Research, Aug 2017

DOI Bib

@article{Pierezan_2017,
  author = {Pierezan, Juliano and Freire, Roberto Zanetti and Weihmann, Lucas and Reynoso-Meza, Gilberto and dos Santos Coelho, Leandro},
  doi = {10.1016/j.cor.2016.10.011},
  issn = {0305-0548},
  journal = {Computers \& Operations Research},
  month = aug,
  pages = {205--215},
  publisher = {Elsevier BV},
  title = {Static force capability optimization of humanoids robots based on modified self-adaptive differential evolution},
  url = {http://dx.doi.org/10.1016/j.cor.2016.10.011},
  volume = {84},
  year = {2017}
}

INSpIRE: Integrated NFV-based Intent Refinement Environment

Eder J. Scheid, Cristian C. Machado, Muriel F. Franco, Ricardo L. Santos, Ricardo P. Pfitscher, Alberto E. Schaeffer-Filho, and Lisandro Z. Granville

In 2017 IFIP/IEEE Symposium on Integrated Network and Service Management (IM), May 2017

DOI Bib

@inproceedings{Scheid_2017,
  author = {Scheid, Eder J. and Machado, Cristian C. and Franco, Muriel F. and dos Santos, Ricardo L. and Pfitscher, Ricardo P. and Schaeffer-Filho, Alberto E. and Granville, Lisandro Z.},
  booktitle = {2017 {IFIP}/{IEEE} {S}ymposium on {I}ntegrated {N}etwork and {S}ervice {M}anagement ({IM})},
  doi = {10.23919/inm.2017.7987279},
  month = may,
  pages = {186--194},
  publisher = {IEEE},
  title = {{INSpIRE}: {I}ntegrated {NFV}-based {I}ntent {R}efinement {E}nvironment},
  url = {http://dx.doi.org/10.23919/inm.2017.7987279},
  year = {2017}
}

2016

DReAM - a distributed result-aware monitor for Network Functions Virtualization

Ricardo J Pfitscher, Eder J Scheid, Ricardo L Santos, Rafael R Obelheiro, Mauricio A Pillon, Alberto E Schaeffer-Filho, and Lisandro Z Granville

In 2016 IEEE Symposium on Computers and Communication (ISCC), Jun 2016

DOI Bib

@inproceedings{Pfitscher_2016,
  author = {Pfitscher, Ricardo J and Scheid, Eder J and dos Santos, Ricardo L and Obelheiro, Rafael R and Pillon, Mauricio A and Schaeffer-Filho, Alberto E and Granville, Lisandro Z},
  booktitle = {2016 {IEEE} {S}ymposium on {C}omputers and {C}ommunication ({ISCC})},
  doi = {10.1109/iscc.2016.7543813},
  month = jun,
  pages = {663--668},
  publisher = {IEEE},
  title = {{DReAM} - a distributed result-aware monitor for {N}etwork {F}unctions {V}irtualization},
  url = {http://dx.doi.org/10.1109/iscc.2016.7543813},
  year = {2016}
}

2015

Impact of missing data imputation methods on gene expression clustering and classification

Marcilio CP Souto, Pablo A Jaskowiak, and Ivan G Costa

BMC Bioinformatics, Feb 2015

DOI Bib

@article{de_Souto_2015,
  author = {de Souto, Marcilio CP and Jaskowiak, Pablo A and Costa, Ivan G},
  doi = {10.1186/s12859-015-0494-3},
  issn = {1471-2105},
  journal = {BMC Bioinformatics},
  month = feb,
  number = {1},
  publisher = {Springer Science and Business Media LLC},
  title = {Impact of missing data imputation methods on gene expression clustering and classification},
  url = {http://dx.doi.org/10.1186/s12859-015-0494-3},
  volume = {16},
  year = {2015}
}

On strategies for building effective ensembles of relative clustering validity criteria

Pablo A. Jaskowiak, Davoud Moulavi, Antonio C. S. Furtado, Ricardo J. G. B. Campello, Arthur Zimek, and Jörg Sander

Knowledge and Information Systems, Jun 2015

DOI Bib

@article{Jaskowiak_2015,
  author = {Jaskowiak, Pablo A. and Moulavi, Davoud and Furtado, Antonio C. S. and Campello, Ricardo J. G. B. and Zimek, Arthur and Sander, J{\"o}rg},
  doi = {10.1007/s10115-015-0851-6},
  issn = {0219-3116},
  journal = {Knowledge and Information Systems},
  month = jun,
  number = {2},
  pages = {329--354},
  publisher = {Springer Science and Business Media LLC},
  title = {On strategies for building effective ensembles of relative clustering validity criteria},
  url = {http://dx.doi.org/10.1007/s10115-015-0851-6},
  volume = {47},
  year = {2015}
}

A Cluster Based Hybrid Feature Selection Approach

Pablo A. Jaskowiak and Ricardo J.G.B. Campello

In 2015 Brazilian Conference on Intelligent Systems (BRACIS), Nov 2015

DOI Bib

@inproceedings{Jaskowiak_2015a,
  author = {Jaskowiak, Pablo A. and Campello, Ricardo J.G.B.},
  booktitle = {2015 {B}razilian {C}onference on {I}ntelligent {S}ystems ({BRACIS})},
  doi = {10.1109/bracis.2015.14},
  month = nov,
  pages = {43--48},
  publisher = {IEEE},
  title = {A {C}luster {B}ased {H}ybrid {F}eature {S}election {A}pproach},
  url = {http://dx.doi.org/10.1109/BRACIS.2015.14},
  year = {2015}
}

A parametric model for operability of offshore support vessels via configuration-based design

Hugo L. Vidal, Henrique M. Gaspar, Lucas Weihmann, and Luiz E. B. Minioli

Marine Systems & Ocean Technology, Mar 2015

DOI Bib

@article{Vidal_2015,
  author = {Vidal, Hugo L. and Gaspar, Henrique M. and Weihmann, Lucas and Minioli, Luiz E. B.},
  doi = {10.1007/s40868-015-0001-8},
  issn = {2199-4749},
  journal = {Marine Systems \& Ocean Technology},
  month = mar,
  number = {1},
  pages = {47--59},
  publisher = {Springer Science and Business Media LLC},
  title = {A parametric model for operability of offshore support vessels via configuration-based design},
  url = {http://dx.doi.org/10.1007/s40868-015-0001-8},
  volume = {10},
  year = {2015}
}

2014

A framework for bottom-up induction of oblique decision trees

Rodrigo C. Barros, Pablo A. Jaskowiak, Ricardo Cerri, and Andre C.P.L.F. Carvalho

Neurocomputing, Jul 2014

DOI Bib

@article{Barros_2014,
  author = {Barros, Rodrigo C. and Jaskowiak, Pablo A. and Cerri, Ricardo and de Carvalho, Andre C.P.L.F.},
  doi = {10.1016/j.neucom.2013.01.067},
  issn = {0925-2312},
  journal = {Neurocomputing},
  month = jul,
  pages = {3--12},
  publisher = {Elsevier BV},
  title = {A framework for bottom-up induction of oblique decision trees},
  url = {http://dx.doi.org/10.1016/j.neucom.2013.01.067},
  volume = {135},
  year = {2014}
}

On the selection of appropriate distances for gene expression data clustering

Pablo A Jaskowiak, Ricardo JGB Campello, and Ivan G Costa

BMC Bioinformatics, Jan 2014

DOI Bib

@article{Jaskowiak_2014,
  author = {Jaskowiak, Pablo A and Campello, Ricardo JGB and Costa, Ivan G},
  doi = {10.1186/1471-2105-15-s2-s2},
  issn = {1471-2105},
  journal = {BMC Bioinformatics},
  month = jan,
  number = {S2},
  publisher = {Springer Science and Business Media LLC},
  title = {On the selection of appropriate distances for gene expression data clustering},
  url = {http://dx.doi.org/10.1186/1471-2105-15-s2-s2},
  volume = {15},
  year = {2014}
}

Density-Based Clustering Validation

Davoud Moulavi, Pablo A. Jaskowiak, Ricardo J. G. B. Campello, Arthur Zimek, and Jörg Sander

In Proceedings of the 2014 SIAM International Conference on Data Mining, Apr 2014

DOI Bib

@inproceedings{Moulavi_2014,
  author = {Moulavi, Davoud and Jaskowiak, Pablo A. and Campello, Ricardo J. G. B. and Zimek, Arthur and Sander, J{\"o}rg},
  booktitle = {Proceedings of the 2014 {SIAM} {I}nternational {C}onference on {D}ata {M}ining},
  doi = {10.1137/1.9781611973440.96},
  month = apr,
  publisher = {Society for Industrial and Applied Mathematics},
  title = {Density-Based {C}lustering {V}alidation},
  url = {http://dx.doi.org/10.1137/1.9781611973440.96},
  year = {2014}
}

Customer-oriented diagnosis of memory provisioning for IaaS clouds

Ricardo J. Pfitscher, Mauricio A. Pillon, and Rafael R. Obelheiro

ACM SIGOPS Operating Systems Review, May 2014

DOI Bib

@article{Pfitscher_2014,
  author = {Pfitscher, Ricardo J. and Pillon, Mauricio A. and Obelheiro, Rafael R.},
  doi = {10.1145/2626401.2626403},
  issn = {0163-5980},
  journal = {ACM SIGOPS Operating Systems Review},
  month = may,
  number = {1},
  pages = {2--10},
  publisher = {Association for Computing Machinery (ACM)},
  title = {Customer-oriented diagnosis of memory provisioning for {I}aa{S} clouds},
  url = {http://dx.doi.org/10.1145/2626401.2626403},
  volume = {48},
  year = {2014}
}

2013

Proximity Measures for Clustering Gene Expression Microarray Data: A Validation Methodology and a Comparative Analysis

Pablo A. Jaskowiak, Ricardo J.G.B. Campello, and Ivan G. Costa

IEEE/ACM Transactions on Computational Biology and Bioinformatics, Jul 2013

DOI Bib

@article{Jaskowiak_2013,
  author = {Jaskowiak, Pablo A. and Campello, Ricardo J.G.B. and Costa, Ivan G.},
  doi = {10.1109/tcbb.2013.9},
  issn = {1545-5963},
  journal = {IEEE/ACM Transactions on Computational Biology and Bioinformatics},
  month = jul,
  number = {4},
  pages = {845--857},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)},
  title = {Proximity {M}easures for {C}lustering {G}ene {E}xpression {M}icroarray {D}ata: {A} {V}alidation {M}ethodology and a {C}omparative {A}nalysis},
  url = {http://dx.doi.org/10.1109/tcbb.2013.9},
  volume = {10},
  year = {2013}
}

Diagnosing Memory Provisioning in IaaS Clouds

Ricardo J. Pfitscher, Mauricio A. Pillon, and Rafael R. Obelheiro

In 2013 III Brazilian Symposium on Computing Systems Engineering, Nov 2013

DOI Bib

@inproceedings{Pfitscher_2013,
  author = {Pfitscher, Ricardo J. and Pillon, Mauricio A. and Obelheiro, Rafael R.},
  booktitle = {2013 {III} {B}razilian {S}ymposium on {C}omputing {S}ystems {E}ngineering},
  doi = {10.1109/sbesc.2013.18},
  month = nov,
  pages = {1--6},
  publisher = {IEEE},
  title = {Diagnosing {M}emory {P}rovisioning in {I}aa{S} {C}louds},
  url = {http://dx.doi.org/10.1109/SBESC.2013.18},
  year = {2013}
}

On the combination of relative clustering validity criteria

Lucas Vendramin, Pablo A. Jaskowiak, and Ricardo J. G. B. Campello

In Proceedings of the 25th International Conference on Scientific and Statistical Database Management, Jul 2013

DOI Bib

@inproceedings{Vendramin_2013,
  author = {Vendramin, Lucas and Jaskowiak, Pablo A. and Campello, Ricardo J. G. B.},
  booktitle = {Proceedings of the 25th {I}nternational {C}onference on {S}cientific and {S}tatistical {D}atabase {M}anagement},
  collection = {SSDBM ’13},
  doi = {10.1145/2484838.2484844},
  month = jul,
  pages = {1--12},
  publisher = {ACM},
  series = {SSDBM ’13},
  title = {On the combination of relative clustering validity criteria},
  url = {http://dx.doi.org/10.1145/2484838.2484844},
  year = {2013}
}

2012

Modified differential evolution approach for optimization of planar parallel manipulators force capabilities

Lucas Weihmann, Daniel Martins, and Leandro Santos Coelho

Expert Systems with Applications, May 2012

DOI Bib

@article{Weihmann_2012,
  author = {Weihmann, Lucas and Martins, Daniel and dos Santos Coelho, Leandro},
  doi = {10.1016/j.eswa.2011.11.099},
  issn = {0957-4174},
  journal = {Expert Systems with Applications},
  month = may,
  number = {6},
  pages = {6150--6156},
  publisher = {Elsevier BV},
  title = {Modified differential evolution approach for optimization of planar parallel manipulators force capabilities},
  url = {http://dx.doi.org/10.1016/j.eswa.2011.11.099},
  volume = {39},
  year = {2012}
}

2011

A bottom-up oblique decision tree induction algorithm

Rodrigo C. Barros, Ricardo Cerri, Pablo A. Jaskowiak, and Andre C. P. L. F. Carvalho

In 2011 11th International Conference on Intelligent Systems Design and Applications, Nov 2011

DOI Bib

@inproceedings{Barros_2011,
  author = {Barros, Rodrigo C. and Cerri, Ricardo and Jaskowiak, Pablo A. and de Carvalho, Andre C. P. L. F.},
  booktitle = {2011 11th {I}nternational {C}onference on {I}ntelligent {S}ystems {D}esign and {A}pplications},
  doi = {10.1109/isda.2011.6121697},
  month = nov,
  pages = {450--456},
  publisher = {IEEE},
  title = {A bottom-up oblique decision tree induction algorithm},
  url = {http://dx.doi.org/10.1109/ISDA.2011.6121697},
  year = {2011}
}

2010

A Comparative Study on the Use of Correlation Coefficients for Redundant Feature Elimination

P A Jaskowiak, R J G B Campello, Thiago F Covo, and E R Hruschka

In 2010 Eleventh Brazilian Symposium on Neural Networks, Oct 2010

DOI Bib

@inproceedings{Jaskowiak_2010,
  author = {Jaskowiak, P A and Campello, R J G B and Covo, Thiago F and Hruschka, E R},
  booktitle = {2010 {E}leventh {B}razilian {S}ymposium on {N}eural {N}etworks},
  doi = {10.1109/sbrn.2010.11},
  month = oct,
  pages = {13--18},
  publisher = {IEEE},
  title = {A {C}omparative {S}tudy on the {U}se of {C}orrelation {C}oefficients for {R}edundant {F}eature {E}limination},
  url = {http://dx.doi.org/10.1109/SBRN.2010.11},
  year = {2010}
}