Viviana Cocco Mariani

Dados pessoais

Lattes
Grupos de Pesquisa
Genealogia Acadêmica

Nacionalidade: Brasileira
Grande área de atuação: Ciências Exatas e da Terra
Área de atuação: Matemática

Publicações

Total: 608

Área temática ASJC

Percentual das publicações classificadas

HS Ciências da Saúde
LS Ciências da Vida
MU Multidisciplinar
PS Ciências Físicas
SH Ciências Sociais e Humanidades

Categoria ASJC

Categorias ASJC mais frequentes

Nome	Vínculo	Grande área de atuação	Área de atuação
Nome	Vínculo	Grande área de atuação	Área de atuação
Cristina Keiko YAMAGUCHI		Ciências Sociais Aplicadas	Administração
José Donizetti De LIMA		Ciências Exatas e da Terra	Matemática
Linnyer Beatrys Ruiz AYLON		Outros	Microeletrônica
Maria Teresinha Arns STEINER		Engenharias	Engenharia de Produção
Rodrigo Clemente Thom De SOUZA		Ciências Exatas e da Terra	Ciência da Computação
Sergio SCHEER		Ciências Exatas e da Terra	Ciência da Computação
Valderi Reis Quietinho LEITHARDT		Ciências Exatas e da Terra	Ciência da Computação
Wesley Vieira Da SILVA		Ciências Sociais Aplicadas	Economia

Figura 1

Número de publicações por ano e por tipo

Todas as publicações do perfil

Figura 2

Categorias ASJC mais frequentes por ano

A cor dos pontos identifica a categoria predominante

Figura 3

Mapa de calor das categorias ASJC por ano

Frequências absolutas; cores mais escuras indicam mais publicações. Todas as categorias ASJC e anos disponíveis, sem aplicar os filtros da página.

Escala: 0 → 13

Mapa de calor das categorias ASJC por ano
Categoria ASJC	1994	1996	1997	1998	1999	2001	2002	2003	2004	2005	2006	2007	2008	2009	2010	2011	2012	2013	2014	2015	2016	2017	2018	2019	2020	2021	2022	2023	2024	2025	2026	2027
2210 · Mechanical Engineering	0	0	2	0	0	1	1	0	3	5	8	9	6	5	10	8	9	9	4	0	6	9	3	6	2	5	1	5	0	3	0	0
1702 · Artificial Intelligence	0	0	0	0	0	0	0	4	4	0	2	0	1	1	4	3	5	5	8	4	1	7	4	7	8	9	3	7	1	8	3	0
1507 · Fluid Flow and Transfer Processes	0	0	0	0	0	0	2	1	2	1	3	6	13	3	5	2	4	5	2	5	2	0	2	1	4	2	0	0	0	0	0	0
1706 · Computer Science Applications	0	0	0	0	1	0	1	2	0	1	3	4	0	0	0	1	0	2	0	1	0	0	3	1	0	4	0	1	2	3	2	0
1803 · Management Science and Operations Research	0	0	0	0	0	0	0	1	0	1	2	2	0	1	0	2	1	1	0	0	0	0	0	1	4	3	4	3	1	3	1	0
2102 · Energy Engineering and Power Technology	0	0	0	0	0	0	0	0	0	1	1	0	2	0	0	0	1	1	1	0	2	1	1	1	4	0	1	2	7	1	1	1
2612 · Numerical Analysis	0	1	3	1	0	0	0	4	4	1	0	5	1	2	0	0	0	1	0	0	0	1	0	0	0	0	0	0	0	0	0	0
2606 · Control and Optimization	0	0	0	0	0	0	0	1	0	2	2	0	1	1	5	1	3	1	2	0	0	0	0	0	0	0	0	0	0	0	0	0
1508 · Process Chemistry and Technology	0	0	0	0	0	0	0	0	0	0	6	1	2	1	1	0	0	0	0	0	0	0	2	0	0	0	0	0	2	1	1	0
2604 · Applied Mathematics	0	1	0	0	0	0	1	1	1	6	1	2	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
1701 · Computer Science (miscellaneous)	0	0	0	0	0	0	0	2	0	2	1	0	1	1	0	0	0	0	0	0	0	1	0	0	2	1	1	1	0	0	0	0
2207 · Control and Systems Engineering	0	0	0	0	1	0	0	0	1	0	2	0	0	1	2	0	0	0	0	2	0	0	0	1	0	0	1	2	0	0	0	0
2605 · Computational Mathematics	0	1	2	0	0	0	0	0	1	1	0	0	0	2	1	1	1	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0
2201 · Engineering (miscellaneous)	0	0	0	0	0	0	0	0	1	4	1	0	0	1	0	0	0	0	0	0	0	1	0	0	1	0	1	1	0	0	0	0
2208 · Electrical and Electronic Engineering	0	0	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	3	0	2	1	0	0	1	1	1	0
2105 · Renewable Energy; Sustainability and the Environment	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	1	0	1	1	1	2	0	2	0	0
1106 · Food Science	0	0	0	0	0	0	0	0	0	1	1	0	0	2	0	0	1	0	2	0	0	0	0	0	0	0	0	0	0	0	0	0
3101 · Physics and Astronomy (miscellaneous)	0	0	0	0	0	0	0	0	0	1	2	0	1	1	1	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2601 · Mathematics (miscellaneous)	2	0	0	0	0	0	1	0	1	2	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1705 · Computer Networks and Communications	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	1	0	0	0	0	0	1	1	0	0	0	0	0	1	0
1707 · Computer Vision and Pattern Recognition	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0	0	0	2	0	0	1	0
2204 · Biomedical Engineering	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	1	2	0	0	1	0	0	0	0
2206 · Computational Mechanics	0	0	0	0	0	0	0	0	0	0	1	0	1	1	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1102 · Agronomy and Crop Science	0	0	0	0	0	0	0	0	0	0	0	0	1	1	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0
1103 · Animal Science and Zoology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	2	0	0	0	0	0	0	0	0	0	0	0	0
2209 · Industrial and Manufacturing Engineering	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0
2103 · Fuel Technology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	1	0	0
2205 · Civil and Structural Engineering	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0
2611 · Modeling and Simulation	0	0	0	0	0	0	0	0	1	0	1	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0
3304 · Education	0	0	0	0	0	0	0	2	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1301 · Biochemistry; Genetics and Molecular Biology (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
1314 · Physiology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	1	0	0	0	0	0	0	0	0	0	0	0
1501 · Chemical Engineering (miscellaneous)	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1506 · Filtration and Separation	0	0	0	0	0	0	0	0	1	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
1700 · General Computer Science	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	2	0	0	0
1000 · Multidisciplinary	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
1607 · Spectroscopy	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
2002 · Economics and Econometrics	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0
2100 · General Energy	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0
2203 · Automotive Engineering	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0
2305 · Environmental Engineering	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2600 · General Mathematics	1	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0
2613 · Statistics and Probability	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0
2713 · Epidemiology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0
2741 · Radiology; Nuclear Medicine and Imaging	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0	0	0	0	0	0
2801 · Neuroscience (miscellaneous)	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0	0
3205 · Experimental and Cognitive Psychology	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0
3310 · Linguistics and Language	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	0	1	0	0	0	0	0	0	0

Ano	Tipo	Registro	Área temática e categoria ASJC
	Tipo de Publicação	Registro	Área temática e categoria ASJC
2023	Artigo em periódico	Structure Optimization of Ensemble Learning Methods and Seasonal Decomposition Approaches to Energy Price Forecasting in Latin America: A Case Study about Mexico Anne Carolina Rodrigues KLAAR; Stéfano Frizzo STEFENON; Seman Laio ORIEL; Viviana Cocco MARIANI; Leandro Dos Santos COELHO Energies DOI 10.3390/en16073184 ISSN 1996-1073	PS Energy Engineering and Power Technology
2023	Artigo em periódico	Analyzing CARLA?s Performance for 2D Object Detection and Monocular Depth Estimation Based on Deep Learning Approaches Alan Naoto TABATA; Alessandro ZIMMER; Leandro Dos Santos COELHO; Viviana Cocco MARIANI EXPERT SYSTEMS WITH APPLICATIONS DOI 10.1016/j.eswa.2023.120200 ISSN 0957-4174	PS Computer Vision and Pattern Recognition
2023	Artigo em periódico	Machine Fault Detection using Hybrid CNN-LSTM Attention-Based Model Andressa BORRÉ; Laio Oriel SEMAN; Eduardo CAMPONOGARA; Stéfano Frizzo STEFENON; Viviana Cocco MARIANI et al SENSORS DOI 10.3390/s23094512 ISSN 1424-8220	PS Artificial Intelligence
2023	Artigo em periódico	Ensemble Learning Methods using the Hodrick-Prescott Filter for Fault Forecasting in Insulators of the Electrical Power Grids Seman Laio ORIEL; Stéfano Frizzo STEFENON; Viviana Cocco MARIANI; Leandro Dos Santos COELHO INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS DOI 10.1016/j.ijepes.2023.109269 ISSN 0142-0615	PS Artificial Intelligence
2023	Artigo em periódico	Prediction of the NOx and CO2 emissions from an experimental dual fuel engine using optimized random forest combined with feature engineering Silvio Cesar De Lima NOGUEIRA; Stephan Hennings OCH; Luis Mauro MOURA; Eric DOMINGUES; Leandro Dos Santos COELHO et al ENERGY DOI 10.1016/j.energy.2023.128066 ISSN 0360-5442	PS Energy Engineering and Power Technology
2023	Artigo em periódico	Group Method of Data Handling Using Christiano-Fitzgerald Random Walk Filter for Insulator Fault Prediction Stefenon Stefano FRIZZO; Seman Laio ORIEL; Sopelsa Neto Nemesio FAVA; Meyer Luiz HENRIQUE; Viviana Cocco MARIANI et al SENSORS DOI 10.3390/s23136118 ISSN 1424-8220	PS Artificial Intelligence
2023	Artigo em periódico	Decoding Electroencephalography Signal Response by Stacking Ensemble Learning and Adaptive Differential Evolution Matheus H D M RIBEIRO; Ramon G SILVA; José Henrique Kleinübing LARCHER; Andre MENDES; Viviana Cocco MARIANI et al SENSORS DOI 10.3390/s23167049 ISSN 1424-8220	PS Artificial Intelligence
2023	Artigo em periódico	A comprehensive review on Jaya optimization algorithm Da Silva Luiza Scapinello AQUINO; Lúcio Yan Lieven SOUZA; Leandro Dos Santos COELHO; Viviana Cocco MARIANI; Rao Ravipudi VENKATA ARTIFICIAL INTELLIGENCE REVIEW DOI 10.1007/s10462-022-10234-0 ISSN 0269-2821	PS Artificial Intelligence
2023	Artigo em periódico	Video-Based Human Activity Recognition Using Deep Learning Approaches Surek Guilherme Augusto SILVA; Seman Laio ORIEL; Stefenon Stefano FRIZZO; Viviana Cocco MARIANI; Leandro Dos Santos COELHO SENSORS DOI 10.3390/s23146384 ISSN 1424-8220	PS Artificial Intelligence
2022	Livro	AI. Mobility. Science. Brazil?Germany 2021/22 Viviana Cocco MARIANI; Roberto Zanetti FREIRE; Rafaela HILLERBRAND — ISBN 9783000715426	MU Multidisciplinary
2022	Trabalho em evento	Wind power forecasting based on bagging extreme learning machine ensemble model Ribeiro Matheus Henrique Dal MOLIN; Sinvaldo R MORENO; Da Silva Ramon GOMES; José Henrique Kleinübing LARCHER; Viviana Cocco MARIANI et al 30th European Symposium on Artificial Neural Networks	PS Artificial Intelligence
2022	Trabalho em evento	Abordagens meta-heurísticas na sintonia de PID de ordem fracionária Yan Lieven Souza LÚCIO; Luiza De Macedo MOURELLE; Viviana Cocco MARIANI; Leandro Dos Santos COELHO XXIV Congresso Brasileiro de Automática	PS Control and Systems Engineering
2022	Trabalho em evento	Wind power generation forecasting based on bagging extreme learning machine ensemble model Ribeiro Matheus Henrique Dal MOLIN; Da Silva Ramon GOMES; Sinvaldo Rodrigues MORENO; Viviana Cocco MARIANI; Leandro Dos Santos COELHO Encontro Científico da ANPEPRO 2022	PS Renewable Energy; Sustainability and the Environment
2022	Trabalho em evento	Previsão de Séries Temporais Aplicando Floresta Aleatória Gabriella Bertrine De SOUZA; Viviana Cocco MARIANI XXX Seminário de Iniciação Científica PUCPR	PS Statistics and Probability
2022	Trabalho em evento	XGBOOST aplicado na previsão de séries temporais Nathan Korevar STACHIO; Viviana Cocco MARIANI XXX Seminário de Iniciação Científica PUCPR	SH Management Science and Operations Research
2022	Trabalho em evento	Beta-HCG test demand forecasting using stacking ensemble-learning and Machine Learning Approaches Ramon G SILVA; Valeria Tafoya MARTINEZ; Fernanda D SILVA; Milena A CARDOSO; Evair B SEVERO et al International Conference on Production Research Americas - ICPR 2022	SH Management Science and Operations Research
2022	Trabalho em evento	Multiple Machine Learning Techniques Applied to Nuclear Energy Generation Short-Term Forecasting Jorge Gustavo Sandoval SIMÃO; Viviana Cocco MARIANI; Leandro Dos Santos COELHO International Conference on Production Research Americas - ICPR 2022	SH Management Science and Operations Research
2022	Artigo em periódico	Time series forecasting using ensemble learning methods for emergency prevention in hydroelectric power plants with dam Stéfano Frizzo STEFENON; Matheus H D M RIBEIRO; Ademir NIED; Kin Choong YOW; Viviana Cocco MARIANI et al ELECTRIC POWER SYSTEMS RESEARCH DOI 10.1016/j.epsr.2021.107584 ISSN 0378-7796	PS Engineering (miscellaneous)
2022	Artigo em periódico	Efficient bootstrap stacking ensemble learning model applied to wind power generation forecasting Ribeiro Matheus Henrique Dal MOLIN; Da Silva Ramon GOMES; Moreno Sinvaldo RODRIGUES; Viviana Cocco MARIANI; Leandro Dos Santos COELHO INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS DOI 10.1016/j.ijepes.2021.107712 ISSN 0142-0615	PS Artificial Intelligence
2022	Artigo em periódico	Discrete differential evolution metaheuristics for permutation flow shop scheduling problems Márcia De Fátima MORAIS; Matheus H D M RIBEIRO; Ramon G SILVA; Viviana Cocco MARIANI; Leandro Dos Santos COELHO COMPUTERS & INDUSTRIAL ENGINEERING DOI 10.1016/j.cie.2022.107956 ISSN 0360-8352	PS Artificial Intelligence
2022	Artigo em periódico	Maximizing the thermal performance index applying evolutionary multi-objective optimization approaches for double pipe heat exchanger Colaço ANDREY; Viviana Cocco MARIANI; Salem Mohamed REDA; Leandro Dos Santos COELHO APPLIED THERMAL ENGINEERING DOI 10.1016/j.applthermaleng.2022.118504 ISSN 1359-4311	PS Energy Engineering and Power Technology
2022	Artigo em periódico	Multi-step short-term wind speed forecasting based on multi-stage decomposition coupled with stacking-ensemble learning approach Ramon G SILVA; Sinvaldo R MORENO; Matheus H D M RIBEIRO; José Henrique Kleinübing LARCHER; Viviana Cocco MARIANI et al INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS DOI 10.1016/j.ijepes.2022.108504 ISSN 0142-0615	PS Computer Science (miscellaneous)
2022	Artigo em periódico	Optimization of operating conditions of the Fischer-Tropsch synthesis based on multi-objective differential evolution algorithm Vinícius Reisdorfer LEITE; Éliton FONTANA; Viviana Cocco MARIANI Journal of the Brazilian Society of Mechanical Sciences and Engineering DOI 10.1007/s40430-022-03785-4 ISSN 1678-5878	PS Mechanical Engineering
2022	Artigo em periódico	Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings Sauer JOÃO; Viviana Cocco MARIANI; Dos Santos Coelho LEANDRO; Ribeiro Matheus Henrique Dal MOLIN; Rampazzo MIRCO EVOLVING SYSTEMS DOI 10.1007/s12530-021-09404-2 ISSN 1868-6478	SH Management Science and Operations Research
2021	Capítulo de livro	Ensemble Learning Models Coupled with Urban Mobility Information Applied to Predict COVID-19 Incidence Cases Matheus H D M RIBEIRO; Ramon G SILVA; José Henrique Kleinübing LARCHER; Viviana Cocco MARIANI; Leandro Dos Santos COELHO Modeling; Control and Drug Development for COVID-19 Outbreak Prevention DOI 10.1007/978-3-030-72834-2_24 ISBN 9783030728	PS Artificial Intelligence

2023 Artigo em periódico

PS Energy Engineering and Power Technology

Structure Optimization of Ensemble Learning Methods and Seasonal Decomposition Approaches to Energy Price Forecasting in Latin America: A Case Study about Mexico

Energies

Anne Carolina Rodrigues KLAAR; Stéfano Frizzo STEFENON; Seman Laio ORIEL; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

DOI ISSN 1996-1073

2023 Artigo em periódico

PS Computer Vision and Pattern Recognition

Analyzing CARLA?s Performance for 2D Object Detection and Monocular Depth Estimation Based on Deep Learning Approaches

EXPERT SYSTEMS WITH APPLICATIONS

Alan Naoto TABATA; Alessandro ZIMMER; Leandro Dos Santos COELHO; Viviana Cocco MARIANI

DOI ISSN 0957-4174

2023 Artigo em periódico

PS Artificial Intelligence

Machine Fault Detection using Hybrid CNN-LSTM Attention-Based Model

SENSORS

Andressa BORRÉ; Laio Oriel SEMAN; Eduardo CAMPONOGARA; Stéfano Frizzo STEFENON; Viviana Cocco MARIANI et al

DOI ISSN 1424-8220

2023 Artigo em periódico

PS Artificial Intelligence

Ensemble Learning Methods using the Hodrick-Prescott Filter for Fault Forecasting in Insulators of the Electrical Power Grids

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Seman Laio ORIEL; Stéfano Frizzo STEFENON; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

DOI ISSN 0142-0615

2023 Artigo em periódico

PS Energy Engineering and Power Technology

Prediction of the NOx and CO2 emissions from an experimental dual fuel engine using optimized random forest combined with feature engineering

ENERGY

Silvio Cesar De Lima NOGUEIRA; Stephan Hennings OCH; Luis Mauro MOURA; Eric DOMINGUES; Leandro Dos Santos COELHO et al

DOI ISSN 0360-5442

2023 Artigo em periódico

PS Artificial Intelligence

Group Method of Data Handling Using Christiano-Fitzgerald Random Walk Filter for Insulator Fault Prediction

SENSORS

Stefenon Stefano FRIZZO; Seman Laio ORIEL; Sopelsa Neto Nemesio FAVA; Meyer Luiz HENRIQUE; Viviana Cocco MARIANI et al

DOI ISSN 1424-8220

2023 Artigo em periódico

PS Artificial Intelligence

Decoding Electroencephalography Signal Response by Stacking Ensemble Learning and Adaptive Differential Evolution

SENSORS

Matheus H D M RIBEIRO; Ramon G SILVA; José Henrique Kleinübing LARCHER; Andre MENDES; Viviana Cocco MARIANI et al

DOI ISSN 1424-8220

2023 Artigo em periódico

PS Artificial Intelligence

A comprehensive review on Jaya optimization algorithm

ARTIFICIAL INTELLIGENCE REVIEW

Da Silva Luiza Scapinello AQUINO; Lúcio Yan Lieven SOUZA; Leandro Dos Santos COELHO; Viviana Cocco MARIANI; Rao Ravipudi VENKATA

DOI ISSN 0269-2821

2023 Artigo em periódico

PS Artificial Intelligence

Video-Based Human Activity Recognition Using Deep Learning Approaches

SENSORS

Surek Guilherme Augusto SILVA; Seman Laio ORIEL; Stefenon Stefano FRIZZO; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

DOI ISSN 1424-8220

2022 Livro

MU Multidisciplinary

AI. Mobility. Science. Brazil?Germany 2021/22

—

Viviana Cocco MARIANI; Roberto Zanetti FREIRE; Rafaela HILLERBRAND

ISBN 9783000715426

2022 Trabalho em evento

PS Artificial Intelligence

Wind power forecasting based on bagging extreme learning machine ensemble model

30th European Symposium on Artificial Neural Networks

Ribeiro Matheus Henrique Dal MOLIN; Sinvaldo R MORENO; Da Silva Ramon GOMES; José Henrique Kleinübing LARCHER; Viviana Cocco MARIANI et al

2022 Trabalho em evento

PS Control and Systems Engineering

Abordagens meta-heurísticas na sintonia de PID de ordem fracionária

XXIV Congresso Brasileiro de Automática

Yan Lieven Souza LÚCIO; Luiza De Macedo MOURELLE; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

2022 Trabalho em evento

PS Renewable Energy; Sustainability and the Environment

Wind power generation forecasting based on bagging extreme learning machine ensemble model

Encontro Científico da ANPEPRO 2022

Ribeiro Matheus Henrique Dal MOLIN; Da Silva Ramon GOMES; Sinvaldo Rodrigues MORENO; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

2022 Trabalho em evento

PS Statistics and Probability

Previsão de Séries Temporais Aplicando Floresta Aleatória

XXX Seminário de Iniciação Científica PUCPR

Gabriella Bertrine De SOUZA; Viviana Cocco MARIANI

2022 Trabalho em evento

SH Management Science and Operations Research

XGBOOST aplicado na previsão de séries temporais

XXX Seminário de Iniciação Científica PUCPR

Nathan Korevar STACHIO; Viviana Cocco MARIANI

2022 Trabalho em evento

SH Management Science and Operations Research

Beta-HCG test demand forecasting using stacking ensemble-learning and Machine Learning Approaches

International Conference on Production Research Americas - ICPR 2022

Ramon G SILVA; Valeria Tafoya MARTINEZ; Fernanda D SILVA; Milena A CARDOSO; Evair B SEVERO et al

2022 Trabalho em evento

SH Management Science and Operations Research

Multiple Machine Learning Techniques Applied to Nuclear Energy Generation Short-Term Forecasting

International Conference on Production Research Americas - ICPR 2022

Jorge Gustavo Sandoval SIMÃO; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

2022 Artigo em periódico

PS Engineering (miscellaneous)

Time series forecasting using ensemble learning methods for emergency prevention in hydroelectric power plants with dam

ELECTRIC POWER SYSTEMS RESEARCH

Stéfano Frizzo STEFENON; Matheus H D M RIBEIRO; Ademir NIED; Kin Choong YOW; Viviana Cocco MARIANI et al

DOI ISSN 0378-7796

2022 Artigo em periódico

PS Artificial Intelligence

Efficient bootstrap stacking ensemble learning model applied to wind power generation forecasting

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Ribeiro Matheus Henrique Dal MOLIN; Da Silva Ramon GOMES; Moreno Sinvaldo RODRIGUES; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

DOI ISSN 0142-0615

2022 Artigo em periódico

PS Artificial Intelligence

Discrete differential evolution metaheuristics for permutation flow shop scheduling problems

COMPUTERS & INDUSTRIAL ENGINEERING

Márcia De Fátima MORAIS; Matheus H D M RIBEIRO; Ramon G SILVA; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

DOI ISSN 0360-8352

2022 Artigo em periódico

PS Energy Engineering and Power Technology

Maximizing the thermal performance index applying evolutionary multi-objective optimization approaches for double pipe heat exchanger

APPLIED THERMAL ENGINEERING

Colaço ANDREY; Viviana Cocco MARIANI; Salem Mohamed REDA; Leandro Dos Santos COELHO

DOI ISSN 1359-4311

2022 Artigo em periódico

PS Computer Science (miscellaneous)

Multi-step short-term wind speed forecasting based on multi-stage decomposition coupled with stacking-ensemble learning approach

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Ramon G SILVA; Sinvaldo R MORENO; Matheus H D M RIBEIRO; José Henrique Kleinübing LARCHER; Viviana Cocco MARIANI et al

DOI ISSN 0142-0615

2022 Artigo em periódico

PS Mechanical Engineering

Optimization of operating conditions of the Fischer-Tropsch synthesis based on multi-objective differential evolution algorithm

Journal of the Brazilian Society of Mechanical Sciences and Engineering

Vinícius Reisdorfer LEITE; Éliton FONTANA; Viviana Cocco MARIANI

DOI ISSN 1678-5878

2022 Artigo em periódico

SH Management Science and Operations Research

Extreme gradient boosting model based on improved Jaya optimizer applied to forecasting energy consumption in residential buildings

EVOLVING SYSTEMS

Sauer JOÃO; Viviana Cocco MARIANI; Dos Santos Coelho LEANDRO; Ribeiro Matheus Henrique Dal MOLIN; Rampazzo MIRCO

DOI ISSN 1868-6478

2021 Capítulo de livro

PS Artificial Intelligence

Ensemble Learning Models Coupled with Urban Mobility Information Applied to Predict COVID-19 Incidence Cases

Modeling; Control and Drug Development for COVID-19 Outbreak Prevention

Matheus H D M RIBEIRO; Ramon G SILVA; José Henrique Kleinübing LARCHER; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

DOI ISBN 9783030728