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
2027	Artigo em periódico	Integrating pre-processing and generative adversarial networks into temporal fusion transformers for wind speed forecasting Roseira Dos Santos Arthur HENRIQUE; Viviana Cocco MARIANI; Frizzo Stefenon STEFANO; Henrique Dal Molin Ribeiro MATHEUS; Zanetti Freire ROBERTO ELECTRIC POWER SYSTEMS RESEARCH DOI 10.1016/j.epsr.2026.113838 ISSN 0378-7796	PS Energy Engineering and Power Technology
2026	Trabalho em evento	Q-SARIMA: A Hybrid Quantum?Classical Extension of SARIMA for Time Series Forecasting in Precision Agriculture Lucas Grogenski MELOCA; Rodrigo Clemente Thom De SOUZA; Linnyer Ruiz AYLON; Viviana Cocco MARIANI 2026 IEEE World Congress on Computational Intelligence	SH Management Science and Operations Research
2026	Trabalho em evento	Hyperstable Randomized Boosting Learner Modeling for 5G Networks Leandro Dos Santos COELHO; Viviana Cocco MARIANI; Rekkas Vasileios P; Zaharias D ZAHARIS; Panagiotis SARIGIANNIDIS et al 22nd Biennial IEEE Conference on Electromagnetic Field Computation	PS Electrical and Electronic Engineering
2026	Artigo em periódico	Multi-objective quantum differential evolution with Kolmogorov-Arnold network surrogate modeling for plate-fin heat exchanger design Viviana Cocco MARIANI; Do Nascimento Carlos Augusto RICHTER; Leandro Dos Santos COELHO APPLIED THERMAL ENGINEERING DOI 10.1016/j.applthermaleng.2025.129553 ISSN 1359-4311	PS Process Chemistry and Technology
2026	Artigo em periódico	Hybrid symbolic regression framework for digital twin modeling of gas internal combustion engines Tessaro IRON; Viviana Cocco MARIANI; Leandro Dos Santos COELHO; Ayala Helon Vicente HULTMANN ENERGY DOI 10.1016/j.energy.2026.140035 ISSN 0360-5442	PS Energy Engineering and Power Technology
2026	Artigo em periódico	Fourier-enhanced sequence-to-sequence latent graph neural networks for multi-node spatiotemporal forecasting in a hydroelectric reservoir Seman Laio ORIEL; Stefenon Stefano FRIZZO; Yow Kin CHOONG; Leandro Dos Santos COELHO; Viviana Cocco MARIANI ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE DOI 10.1016/j.engappai.2026.113939 ISSN 0952-1976	PS Artificial Intelligence
2026	Artigo em periódico	Path Loss Considering Atmospheric Impact in 5G Networks: A Comparison of Machine Learning Models Rekkas Vasileios P; Leandro Dos Santos COELHO; Viviana Cocco MARIANI; Peratikou ADAMANTINI; Goudos Sotirios K Technologies DOI 10.3390/technologies14030151 ISSN 2227-7080	PS Computer Networks and Communications
2026	Artigo em periódico	Robust ensemble learning framework through symbolic regression for soft sensor modeling Tessaro IRON; Hultmann Ayala Helon VICENTE; Viviana Cocco MARIANI; Dos Santos Coelho LEANDRO Journal of Computational Science DOI 10.1016/j.jocs.2026.102886 ISSN 1877-7503	PS Computer Science Applications
2026	Artigo em periódico	Multi-scale convolutional Chebyshev Kolmogorov-Arnold networks using conformal prediction for photovoltaic power forecasting Takara Lucas De AZEVEDO; Souza Rodrigo Clemente Thom DE; Viviana Cocco MARIANI; Leandro Dos Santos COELHO; Stefenon Stefano FRIZZO IEEE Access DOI 10.1109/access.2026.3694780 ISSN 2169-3536	PS Artificial Intelligence
2026	Artigo em periódico	Diffusion-augmented YOLO26-Swin cascaded framework with hybrid SHAP-CAM for autonomous power grid inspection Stefenon Stefano FRIZZO; Matos Carvalho João PEDRO; Viviana Cocco MARIANI; Dos Santos Coelho LEANDRO; Yow Kin CHOONG Autonomous Intelligent Systems DOI 10.1007/s43684-026-00135-2 ISSN 2730-616X	PS Computer Vision and Pattern Recognition
2026	Artigo em periódico	A Comprehensive Review of the Coyote Optimization Algorithm: Evolution; Applications; and Future Directions Ribeiro Matheus Henrique Dal MOLIN; Ribeiro Victor Henrique ALVES; Camilotti LUCAS; Alba Eduardo LUIZ; Bortolini VINICIUS et al ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING DOI 10.1007/s11831-025-10398-2 ISSN 1134-3060	PS Artificial Intelligence
2026	Artigo em periódico	Prediction of 1500-m freestyle performance in age-group swimmers based on synthetic data and symbolic regression Chainok PHORNPOT; Matjiur RADOMYOS; De Jesus KARLA; Dos Santos Coelho LEANDRO; Viviana Cocco MARIANI et al JOURNAL OF SPORTS SCIENCES DOI 10.1080/02640414.2026.2710467 ISSN 0264-0414	SH Experimental and Cognitive Psychology
2026	Artigo em periódico	A Multimodal Model for Fault Diagnosis in Induction Motors Using Thermal Images and Large Language Models Santos Luiz Fillipe Dahmer DOS; Canuto Jorge Luiz Dos SANTOS; Aylon Linnyer Beatrys RUIZ; Viviana Cocco MARIANI; Souza Rodrigo Clemente Thom DE IEEE Access DOI 10.1109/access.2026.3703729 ISSN 2169-3536	PS Computer Science Applications
2025	Trabalho em evento	Comparison of Convolutional Neural Networks Approaches Applied to the Diagnosis of Alzheimer?s Disease Luiza Scapinello Aquino Da SILVA; Leonardo Alexandre De GEUS; Viviana Cocco MARIANI; Leandro Dos Santos COELHO European Symposium on Artificial Neural Networks; Computational Intelligence and Machine Learning	PS Artificial Intelligence
2025	Trabalho em evento	A Novel Spatiotemporal Wind Power Forecasting Model Based on Hybrid Graph Neural Network Approach Luiza Scapinello AQUINO; Laio Oriel SEMAN; Viviana Cocco MARIANI; Leandro Dos Santos COELHO 28th International Congress of Mechanical Engineering	PS Mechanical Engineering
2025	Trabalho em evento	Performance comparison of XGBOOST and GRU models for solar photovoltaic energy forecasting Wendel Rafael De Souza CHAVES; Luis Fernando Rodrigues AGOTTANI; Lorena MORIGGI; Viviana Cocco MARIANI 28th International Congress of Mechanical Engineering	SH Management Science and Operations Research
2025	Trabalho em evento	Predicting spent coffee ground oil extraction yield using machine learning models Ingryd Mayer KRINSKI; Luis Fernando Rodrigues AGOTTANI; Viviana Cocco MARIANI; Luis Mauro MOURA 28th International Congress of Mechanical Engineering	PS Mechanical Engineering
2025	Trabalho em evento	Automated Machine Learning Applied to Solar Photovoltaic Power Output Forecasting Gabriel CAJEUX; Viviana Cocco MARIANI; Leandro Dos Santos COELHO LVII Simpósio Brasileiro de Pesquisa Operacional	PS Artificial Intelligence
2025	Trabalho em evento	Exploring artificial intelligence models for short-term forecasting of solar photovoltaic power output Gabriel CAJEUX; Viviana Cocco MARIANI; Leandro Dos Santos COELHO 28th International Congress of Mechanical Engineering	PS Artificial Intelligence
2025	Trabalho em evento	An Ensemble Framework for Short-Term Solar Power Forecasting Combining Anomaly Detection; Feature Selection; and Gradient Boosting Models Luis Fernando Rodrigues AGOTTANI; Viviana Cocco MARIANI; Leandro Dos Santos COELHO 28th International Congress of Mechanical Engineering	SH Management Science and Operations Research
2025	Trabalho em evento	Optimized Bagged Broad Learning Framework for Enhanced Modeling of Transcutaneous Energy Transfer Daniela Wolter FERREIRA; Luiz LEBENSZTAJN; Viviana Cocco MARIANI; Leandro Dos Santos COELHO 25th International Conference on the Computation of Electromagnetic Fields	PS Artificial Intelligence
2025	Trabalho em evento	Multiobjective Quantum Manta Ray Foraging Optimization Applied to Electromagnetic Optimization Yan Lieven Souza LÚCIO; Luiza De Macedo MOURELLE; Leandro Dos Santos COELHO; Viviana Cocco MARIANI 25th International Conference on the Computation of Electromagnetic Fields	PS Artificial Intelligence
2025	Trabalho em evento	Ensemble Broad Learning Approaches Applied to Modeling of Level Bearing Vibration in Vehicle Luiz Eduardo THOMAZ; Alan LOPES; Mateus Ferro Antunes De OLIVEIRA; Leandro Dos Santos COELHO; Viviana Cocco MARIANI International Joint Conference on Neural Networks DOI 10.1109/IJCNN64981.2025.11228979	PS Artificial Intelligence
2025	Trabalho em evento	Optimized Random Vector Functional Link Network Approach Applied to Gas Turbine Emissions Prediction Leandro Dos Santos COELHO; Viviana Cocco MARIANI International Joint Conference on Neural Networks DOI 10.1109/IJCNN64981.2025.11229103	PS Artificial Intelligence
2025	Trabalho em evento	Hybrid Machine Learning Models Applied to Daily Urban Water Consumption Prediction Ramon Gomes Da SILVA; Luis Fernando Rodrigues AGOTTANI; Anderson SCHAMNE; Andre Biscaia Da SILVA; Gustavo Rafael Collere POSSETTI et al International Joint Conference on Neural Networks DOI 10.1109/IJCNN64981.2025.11227717	PS Computer Science Applications

2027 Artigo em periódico

PS Energy Engineering and Power Technology

Integrating pre-processing and generative adversarial networks into temporal fusion transformers for wind speed forecasting

ELECTRIC POWER SYSTEMS RESEARCH

Roseira Dos Santos Arthur HENRIQUE; Viviana Cocco MARIANI; Frizzo Stefenon STEFANO; Henrique Dal Molin Ribeiro MATHEUS; Zanetti Freire ROBERTO

DOI ISSN 0378-7796

2026 Trabalho em evento

SH Management Science and Operations Research

Q-SARIMA: A Hybrid Quantum?Classical Extension of SARIMA for Time Series Forecasting in Precision Agriculture

2026 IEEE World Congress on Computational Intelligence

Lucas Grogenski MELOCA; Rodrigo Clemente Thom De SOUZA; Linnyer Ruiz AYLON; Viviana Cocco MARIANI

2026 Trabalho em evento

PS Electrical and Electronic Engineering

Hyperstable Randomized Boosting Learner Modeling for 5G Networks

22nd Biennial IEEE Conference on Electromagnetic Field Computation

Leandro Dos Santos COELHO; Viviana Cocco MARIANI; Rekkas Vasileios P; Zaharias D ZAHARIS; Panagiotis SARIGIANNIDIS et al

2026 Artigo em periódico

PS Process Chemistry and Technology

Multi-objective quantum differential evolution with Kolmogorov-Arnold network surrogate modeling for plate-fin heat exchanger design

APPLIED THERMAL ENGINEERING

Viviana Cocco MARIANI; Do Nascimento Carlos Augusto RICHTER; Leandro Dos Santos COELHO

DOI ISSN 1359-4311

2026 Artigo em periódico

PS Energy Engineering and Power Technology

Hybrid symbolic regression framework for digital twin modeling of gas internal combustion engines

ENERGY

Tessaro IRON; Viviana Cocco MARIANI; Leandro Dos Santos COELHO; Ayala Helon Vicente HULTMANN

DOI ISSN 0360-5442

2026 Artigo em periódico

PS Artificial Intelligence

Fourier-enhanced sequence-to-sequence latent graph neural networks for multi-node spatiotemporal forecasting in a hydroelectric reservoir

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Seman Laio ORIEL; Stefenon Stefano FRIZZO; Yow Kin CHOONG; Leandro Dos Santos COELHO; Viviana Cocco MARIANI

DOI ISSN 0952-1976

2026 Artigo em periódico

PS Computer Networks and Communications

Path Loss Considering Atmospheric Impact in 5G Networks: A Comparison of Machine Learning Models

Technologies

Rekkas Vasileios P; Leandro Dos Santos COELHO; Viviana Cocco MARIANI; Peratikou ADAMANTINI; Goudos Sotirios K

DOI ISSN 2227-7080

2026 Artigo em periódico

PS Computer Science Applications

Robust ensemble learning framework through symbolic regression for soft sensor modeling

Journal of Computational Science

Tessaro IRON; Hultmann Ayala Helon VICENTE; Viviana Cocco MARIANI; Dos Santos Coelho LEANDRO

DOI ISSN 1877-7503

2026 Artigo em periódico

PS Artificial Intelligence

Multi-scale convolutional Chebyshev Kolmogorov-Arnold networks using conformal prediction for photovoltaic power forecasting

IEEE Access

Takara Lucas De AZEVEDO; Souza Rodrigo Clemente Thom DE; Viviana Cocco MARIANI; Leandro Dos Santos COELHO; Stefenon Stefano FRIZZO

DOI ISSN 2169-3536

2026 Artigo em periódico

PS Computer Vision and Pattern Recognition

Diffusion-augmented YOLO26-Swin cascaded framework with hybrid SHAP-CAM for autonomous power grid inspection

Autonomous Intelligent Systems

Stefenon Stefano FRIZZO; Matos Carvalho João PEDRO; Viviana Cocco MARIANI; Dos Santos Coelho LEANDRO; Yow Kin CHOONG

DOI ISSN 2730-616X

2026 Artigo em periódico

PS Artificial Intelligence

A Comprehensive Review of the Coyote Optimization Algorithm: Evolution; Applications; and Future Directions

ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING

Ribeiro Matheus Henrique Dal MOLIN; Ribeiro Victor Henrique ALVES; Camilotti LUCAS; Alba Eduardo LUIZ; Bortolini VINICIUS et al

DOI ISSN 1134-3060

2026 Artigo em periódico

SH Experimental and Cognitive Psychology

Prediction of 1500-m freestyle performance in age-group swimmers based on synthetic data and symbolic regression

JOURNAL OF SPORTS SCIENCES

Chainok PHORNPOT; Matjiur RADOMYOS; De Jesus KARLA; Dos Santos Coelho LEANDRO; Viviana Cocco MARIANI et al

DOI ISSN 0264-0414

2026 Artigo em periódico

PS Computer Science Applications

A Multimodal Model for Fault Diagnosis in Induction Motors Using Thermal Images and Large Language Models

IEEE Access

Santos Luiz Fillipe Dahmer DOS; Canuto Jorge Luiz Dos SANTOS; Aylon Linnyer Beatrys RUIZ; Viviana Cocco MARIANI; Souza Rodrigo Clemente Thom DE

DOI ISSN 2169-3536

2025 Trabalho em evento

PS Artificial Intelligence

Comparison of Convolutional Neural Networks Approaches Applied to the Diagnosis of Alzheimer?s Disease

European Symposium on Artificial Neural Networks; Computational Intelligence and Machine Learning

Luiza Scapinello Aquino Da SILVA; Leonardo Alexandre De GEUS; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

2025 Trabalho em evento

PS Mechanical Engineering

A Novel Spatiotemporal Wind Power Forecasting Model Based on Hybrid Graph Neural Network Approach

28th International Congress of Mechanical Engineering

Luiza Scapinello AQUINO; Laio Oriel SEMAN; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

2025 Trabalho em evento

SH Management Science and Operations Research

Performance comparison of XGBOOST and GRU models for solar photovoltaic energy forecasting

28th International Congress of Mechanical Engineering

Wendel Rafael De Souza CHAVES; Luis Fernando Rodrigues AGOTTANI; Lorena MORIGGI; Viviana Cocco MARIANI

2025 Trabalho em evento

PS Mechanical Engineering

Predicting spent coffee ground oil extraction yield using machine learning models

28th International Congress of Mechanical Engineering

Ingryd Mayer KRINSKI; Luis Fernando Rodrigues AGOTTANI; Viviana Cocco MARIANI; Luis Mauro MOURA

2025 Trabalho em evento

PS Artificial Intelligence

Automated Machine Learning Applied to Solar Photovoltaic Power Output Forecasting

LVII Simpósio Brasileiro de Pesquisa Operacional

Gabriel CAJEUX; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

2025 Trabalho em evento

PS Artificial Intelligence

Exploring artificial intelligence models for short-term forecasting of solar photovoltaic power output

28th International Congress of Mechanical Engineering

Gabriel CAJEUX; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

2025 Trabalho em evento

SH Management Science and Operations Research

An Ensemble Framework for Short-Term Solar Power Forecasting Combining Anomaly Detection; Feature Selection; and Gradient Boosting Models

28th International Congress of Mechanical Engineering

Luis Fernando Rodrigues AGOTTANI; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

2025 Trabalho em evento

PS Artificial Intelligence

Optimized Bagged Broad Learning Framework for Enhanced Modeling of Transcutaneous Energy Transfer

25th International Conference on the Computation of Electromagnetic Fields

Daniela Wolter FERREIRA; Luiz LEBENSZTAJN; Viviana Cocco MARIANI; Leandro Dos Santos COELHO

2025 Trabalho em evento

PS Artificial Intelligence

Multiobjective Quantum Manta Ray Foraging Optimization Applied to Electromagnetic Optimization

25th International Conference on the Computation of Electromagnetic Fields

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

2025 Trabalho em evento

PS Artificial Intelligence

Ensemble Broad Learning Approaches Applied to Modeling of Level Bearing Vibration in Vehicle

International Joint Conference on Neural Networks

Luiz Eduardo THOMAZ; Alan LOPES; Mateus Ferro Antunes De OLIVEIRA; Leandro Dos Santos COELHO; Viviana Cocco MARIANI

DOI

2025 Trabalho em evento

PS Artificial Intelligence

Optimized Random Vector Functional Link Network Approach Applied to Gas Turbine Emissions Prediction

International Joint Conference on Neural Networks

Leandro Dos Santos COELHO; Viviana Cocco MARIANI

DOI

2025 Trabalho em evento

PS Computer Science Applications

Hybrid Machine Learning Models Applied to Daily Urban Water Consumption Prediction

International Joint Conference on Neural Networks

Ramon Gomes Da SILVA; Luis Fernando Rodrigues AGOTTANI; Anderson SCHAMNE; Andre Biscaia Da SILVA; Gustavo Rafael Collere POSSETTI et al

DOI