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
2024	Artigo em periódico	Bilinear optimization of protein structure prediction: An exact approach via AB off-lattice model Da Silva Luiza Scapinello AQUINO; Seman Laio ORIEL; Camponogara EDUARDO; Viviana Cocco MARIANI; Dos Santos Coelho LEANDRO COMPUTERS IN BIOLOGY AND MEDICINE DOI 10.1016/j.compbiomed.2024.108558 ISSN 0010-4825	LS Biochemistry; Genetics and Molecular Biology (miscellaneous)
2024	Artigo em periódico	Optimizing multi-step wind power forecasting: Integrating advanced deep neural networks with stacking-based probabilistic learning De Azevedo Takara LUCAS; Teixeira Ana CLARA; Yazdanpanah HAMED; Viviana Cocco MARIANI; Dos Santos Coelho LEANDRO APPLIED ENERGY DOI 10.1016/j.apenergy.2024.123487 ISSN 0306-2619	PS Energy Engineering and Power Technology
2024	Artigo em periódico	Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models Larcher José Henrique KLEINÜBING; Stefenon Stefano FRIZZO; Leandro Dos Santos COELHO; Viviana Cocco MARIANI EXPERT SYSTEMS WITH APPLICATIONS DOI 10.1016/j.eswa.2024.124856 ISSN 0957-4174	PS General Computer Science
2024	Artigo em periódico	Audio-Based Engine Fault Diagnosis with Wavelet; Markov Blanket; ROCKET; and Optimized Machine Learning Classifiers Tuleski Bernardo LUIS; Yamaguchi Cristina KEIKO; Stefenon Stefano FRIZZO; Leandro Dos Santos COELHO; Viviana Cocco MARIANI SENSORS DOI 10.3390/s24227316 ISSN 1424-8220	PS Computer Science Applications
2024	Artigo em periódico	Hypertuned wavelet convolutional neural network with long short-term memory for time series forecasting in hydroelectric power plants Stefenon Stefano FRIZZO; Seman Laio ORIEL; Da Silva Evandro CARDOZO; Finardi Erlon CRISTIAN; Leandro Dos Santos COELHO et al ENERGY DOI 10.1016/j.energy.2024.133918 ISSN 0360-5442	PS Artificial Intelligence
2024	Artigo em periódico	Optimized hybrid ensemble learning approaches applied to very short-term load forecasting Marcos Yamasaki JUNIOR; Roberto Zanetti FREIRE; Laio Oriel SEMAN; Stéfano Frizzo STEFENON; Viviana Cocco MARIANI et al INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS DOI 10.1016/j.ijepes.2023.109579 ISSN 0142-0615	PS Energy Engineering and Power Technology
2023	Trabalho em evento	Multi-Objective Grouped Grey Wolf Optimization of PID Controllers Applied a Water Treatment Plant Model Yan Lieven Souza LÚCIO; Viviana Cocco MARIANI; Leandro Dos Santos COELHO IEEE 2023 Congress on Evolutionary Computation	PS Control and Systems Engineering
2023	Trabalho em evento	Manta Ray Foraging Optimization Approaches on Multivariable PID Controller Tuning Yan Lieven Souza LÚCIO; Viviana Cocco MARIANI; Leandro Dos Santos COELHO IEEE 2023 Congress on Evolutionary Computation	PS Control and Systems Engineering
2023	Trabalho em evento	Evaluation of transesterification via methyl and ethyl routes in production; and characterization of biodiesel from spent coffee grounds Ingryd Mayer KRINSKI; Vinícius Reisdorfer LEITE; Stephan Hennings OCH; Viviana Cocco MARIANI 11th European Combustion Meeting (ECM 2023)	PS Fuel Technology
2023	Trabalho em evento	Previsão de energia eólica usando a técnica Extreme Learning Machine Marcelo Jesus De FARIAS; Viviana Cocco MARIANI XIII SEMIT - Seminário de Iniciação Científica Tecnológica da PUCPR	PS Renewable Energy; Sustainability and the Environment
2023	Trabalho em evento	Rede Neural Recorrente aplicada na previsão de Séries Temporais de Velocidades de Vento Vinicius Andrade TRENTO; Viviana Cocco MARIANI XIII SEMIT - Seminário de Iniciação Científica Tecnológica da PUCPR	PS Artificial Intelligence
2023	Trabalho em evento	Métodos Clássicos Aplicados na Previsão de Séries Temporais de Energia Eólica Saulo Da Silva De OLIVEIRA; Viviana Cocco MARIANI XIII SEMIT - Seminário de Iniciação Científica Tecnológica da PUCPR	PS Renewable Energy; Sustainability and the Environment
2023	Trabalho em evento	Ensemble Learning Model for Nuclear Power Generation Forecasting using Deep Neural Networks and Support Vector Regression Jorge Gustavo Sandoval SIMÃO; Helon Vicente HULTMANN; Viviana Cocco MARIANI; Leandro Dos Santos COELHO X Encontro de Pesquisa e Pós-Graduação em Engenharia de Produção	SH Management Science and Operations Research
2023	Trabalho em evento	Hybrid Machine Learning Models Applied to Accurate Daily Urban Water Consumption Prediction Ramon G SILVA; Wilton Sergio Morais BRAYNER; Luiza De Macedo MOURELLE; Jorge Gustavo Sandoval SIMÃO; Anderson SCHAMNE et al X Encontro de Pesquisa e Pós-Graduação em Engenharia de Produção	SH Management Science and Operations Research
2023	Trabalho em evento	Echo state networks applied to hydrological series forecasting José Henrique Kleinübing LARCHER; Luiz Eduardo THOMAZ; Leandro Dos Santos COELHO; Viviana Cocco MARIANI 27TH INTERNATIONAL CONGRESS OF MECHANICAL ENGENEERING	PS Mechanical Engineering
2023	Trabalho em evento	Machine Learning Approaches Applied to Fault Detection of Turbocharged Spark-Ignited Engine System Lucas De Azevedo TAKARA; Luiz Eduardo THOMAZ; Viviana Cocco MARIANI; Leandro Dos Santos COELHO 27TH INTERNATIONAL CONGRESS OF MECHANICAL ENGENEERING	PS Mechanical Engineering
2023	Trabalho em evento	Graph neural network applied to bearing fault diagnosis Luiza Scapinello Aquino Da SILVA; Alan LOPES; Laio Oriel SEMAN; Viviana Cocco MARIANI; Leandro Dos Santos COELHO 27TH INTERNATIONAL CONGRESS OF MECHANICAL ENGENEERING	PS Computer Vision and Pattern Recognition
2023	Trabalho em evento	Combined machine learning and decomposition models by predicting urban water consumption in curitiba Wilton Sergio Morais BRAYNER; Viviana Cocco MARIANI; Anderson SCHAMNE; Gustavo Rafael Collere POSSETTI 27TH INTERNATIONAL CONGRESS OF MECHANICAL ENGENEERING	SH Management Science and Operations Research
2023	Trabalho em evento	Analysing the effect of heat transfer on the biodiesel production from spent coffee grounds Ingryd Mayer KRINSKI; Vinícius Reisdorfer LEITE; Eric DOMINGUES; Stephan Hennings OCH; Viviana Cocco MARIANI 27TH INTERNATIONAL CONGRESS OF MECHANICAL ENGENEERING	PS Mechanical Engineering
2023	Trabalho em evento	Automotive bearings analysis based on regression models Alan LOPES; Isabelle Therezinha SIMÃO; Luiz Eduardo THOMAZ; Viviana Cocco MARIANI; Leandro Dos Santos COELHO 27TH INTERNATIONAL CONGRESS OF MECHANICAL ENGENEERING	PS Mechanical Engineering
2023	Trabalho em evento	Exploratory data analysis applied to bearing manufacturing process in the automotive field Alan LOPES; Isabelle Therezinha SIMÃO; Luiz Eduardo THOMAZ; Viviana Cocco MARIANI; Leandro Dos Santos COELHO 27TH INTERNATIONAL CONGRESS OF MECHANICAL ENGENEERING	PS Mechanical Engineering
2023	Artigo em periódico	Cooperative Ensemble Learning Model Improves Electric Short-Term Load Forecasting Ribeiro Matheus Henrique Dal MOLIN; Ramon G SILVA; Gabriel Trierweiler RIBEIRO; Viviana Cocco MARIANI; Leandro Dos Santos COELHO CHAOS SOLITONS & FRACTALS DOI 10.1016/j.chaos.2022.112982 ISSN 0960-0779	PS Computer Science (miscellaneous)
2023	Artigo em periódico	Aggregating Prophet and Seasonal Trend Decomposition for Time Series Forecasting of Italian Electricity Spot Prices Stefenon Stefano FRIZZO; Seman Laio ORIEL; Viviana Cocco MARIANI; Leandro Dos Santos COELHO Energies DOI 10.3390/en16031371 ISSN 1996-1073	PS Engineering (miscellaneous)
2023	Artigo em periódico	Web pages from mockup design based on convolutional neural network and class activation mapping André Armstrong Janino CIZOTTO; Rodrigo Clemente Thom De SOUZA; Leandro Dos Santos COELHO; Viviana Cocco MARIANI MULTIMEDIA TOOLS AND APPLICATIONS DOI 10.1007/s11042-023-15108-3 ISSN 1380-7501	PS Computer Science Applications
2023	Artigo em periódico	Optimized EWT-Seq2Seq-LSTM with Attention Mechanism to Insulators Fault Prediction Klaar Anne Carolina RODRIGUES; Stefenon Stefano FRIZZO; Seman Laio ORIEL; Viviana Cocco MARIANI; Leandro Dos Santos COELHO SENSORS DOI 10.3390/s23063202 ISSN 1424-8220	PS Biomedical Engineering

2024 Artigo em periódico

LS Biochemistry; Genetics and Molecular Biology (miscellaneous)

Bilinear optimization of protein structure prediction: An exact approach via AB off-lattice model

COMPUTERS IN BIOLOGY AND MEDICINE

Da Silva Luiza Scapinello AQUINO; Seman Laio ORIEL; Camponogara EDUARDO; Viviana Cocco MARIANI; Dos Santos Coelho LEANDRO

DOI ISSN 0010-4825

2024 Artigo em periódico

PS Energy Engineering and Power Technology

Optimizing multi-step wind power forecasting: Integrating advanced deep neural networks with stacking-based probabilistic learning

APPLIED ENERGY

De Azevedo Takara LUCAS; Teixeira Ana CLARA; Yazdanpanah HAMED; Viviana Cocco MARIANI; Dos Santos Coelho LEANDRO

DOI ISSN 0306-2619

2024 Artigo em periódico

PS General Computer Science

Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models

EXPERT SYSTEMS WITH APPLICATIONS

Larcher José Henrique KLEINÜBING; Stefenon Stefano FRIZZO; Leandro Dos Santos COELHO; Viviana Cocco MARIANI

DOI ISSN 0957-4174

2024 Artigo em periódico

PS Computer Science Applications

Audio-Based Engine Fault Diagnosis with Wavelet; Markov Blanket; ROCKET; and Optimized Machine Learning Classifiers

SENSORS

Tuleski Bernardo LUIS; Yamaguchi Cristina KEIKO; Stefenon Stefano FRIZZO; Leandro Dos Santos COELHO; Viviana Cocco MARIANI

DOI ISSN 1424-8220

2024 Artigo em periódico

PS Artificial Intelligence

Hypertuned wavelet convolutional neural network with long short-term memory for time series forecasting in hydroelectric power plants

ENERGY

Stefenon Stefano FRIZZO; Seman Laio ORIEL; Da Silva Evandro CARDOZO; Finardi Erlon CRISTIAN; Leandro Dos Santos COELHO et al

DOI ISSN 0360-5442

2024 Artigo em periódico

PS Energy Engineering and Power Technology

Optimized hybrid ensemble learning approaches applied to very short-term load forecasting

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Marcos Yamasaki JUNIOR; Roberto Zanetti FREIRE; Laio Oriel SEMAN; Stéfano Frizzo STEFENON; Viviana Cocco MARIANI et al

DOI ISSN 0142-0615

2023 Trabalho em evento

PS Control and Systems Engineering

Multi-Objective Grouped Grey Wolf Optimization of PID Controllers Applied a Water Treatment Plant Model

IEEE 2023 Congress on Evolutionary Computation

Yan Lieven Souza LÚCIO; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

2023 Trabalho em evento

PS Control and Systems Engineering

Manta Ray Foraging Optimization Approaches on Multivariable PID Controller Tuning

IEEE 2023 Congress on Evolutionary Computation

Yan Lieven Souza LÚCIO; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

2023 Trabalho em evento

PS Fuel Technology

Evaluation of transesterification via methyl and ethyl routes in production; and characterization of biodiesel from spent coffee grounds

11th European Combustion Meeting (ECM 2023)

Ingryd Mayer KRINSKI; Vinícius Reisdorfer LEITE; Stephan Hennings OCH; Viviana Cocco MARIANI

2023 Trabalho em evento

PS Renewable Energy; Sustainability and the Environment

Previsão de energia eólica usando a técnica Extreme Learning Machine

XIII SEMIT - Seminário de Iniciação Científica Tecnológica da PUCPR

Marcelo Jesus De FARIAS; Viviana Cocco MARIANI

2023 Trabalho em evento

PS Artificial Intelligence

Rede Neural Recorrente aplicada na previsão de Séries Temporais de Velocidades de Vento

XIII SEMIT - Seminário de Iniciação Científica Tecnológica da PUCPR

Vinicius Andrade TRENTO; Viviana Cocco MARIANI

2023 Trabalho em evento

PS Renewable Energy; Sustainability and the Environment

Métodos Clássicos Aplicados na Previsão de Séries Temporais de Energia Eólica

XIII SEMIT - Seminário de Iniciação Científica Tecnológica da PUCPR

Saulo Da Silva De OLIVEIRA; Viviana Cocco MARIANI

2023 Trabalho em evento

SH Management Science and Operations Research

Ensemble Learning Model for Nuclear Power Generation Forecasting using Deep Neural Networks and Support Vector Regression

X Encontro de Pesquisa e Pós-Graduação em Engenharia de Produção

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

2023 Trabalho em evento

SH Management Science and Operations Research

Hybrid Machine Learning Models Applied to Accurate Daily Urban Water Consumption Prediction

X Encontro de Pesquisa e Pós-Graduação em Engenharia de Produção

Ramon G SILVA; Wilton Sergio Morais BRAYNER; Luiza De Macedo MOURELLE; Jorge Gustavo Sandoval SIMÃO; Anderson SCHAMNE et al

2023 Trabalho em evento

PS Mechanical Engineering

Echo state networks applied to hydrological series forecasting