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Viviana Cocco Mariani

federal university of parana

61H-index
322Paper Count
1.0WCitation Count
Published Papers 101
Publication Date
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A Multimodal Model for Fault Diagnosis in Induction Motors Using Thermal Images and Large Language Models
errIEEE Access
IF3.6
err2026-06-15
err0
errOAAI
errLuiz Fillipe Dahmer Dos Santos; Jorge Luiz Dos Santos Canuto; Linnyer Beatrys Ruiz Aylon; Viviana Cocco Mariani; Rodrigo Clemente Thom De Souza
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errSave
Path Loss Considering Atmospheric Impact in 5G Networks: A Comparison of Machine Learning Models
errTechnologies
IF3.6
err2026-03-02
err0
errOAAI
errVasileios P. Rekkas; Leandro dos Santos Coelho; Viviana Cocco Mariani; Adamantini Peratikou; Sotirios K. Goudos
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errSave
Fourier-enhanced sequence-to-sequence latent graph neural networks for multi-node spatiotemporal forecasting in a hydroelectric reservoir
errEngineering Applications of Artificial Intelligence
IF8
err2026-01-23
err0
errOAAI
errLaio Oriel Seman; Stefano Frizzo Stefenon; Kin-Choong Yow; Leandro dos Santos Coelho; Viviana Cocco Mariani
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errSave
Multi-objective quantum differential evolution with Kolmogorov–Arnold network surrogate modeling for plate-fin heat exchanger design
errApplied Thermal Engineering
IF6.9
err2026-01-10
err0
PREAI
errViviana Cocco Mariani; Carlos Augusto Richter do Nascimento; Leandro dos Santos Coelho
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errSave
Hybrid symbolic regression framework for digital twin modeling of gas internal combustion engines
errEnergy
IF9.4
err2026-01-01
err0
errOAAI
errTessaro, Iron; Mariani, Viviana Cocco; dos Santos Coelho, Leandro; Ayala, Helon Vicente Hultmann
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errSave
Multi-step short-term solar energy forecasting using Fourier-enhanced BiLSTM and neural additive models
errRenewable Energy
IF9.1
err2025-11-10
err0
errOAAI
errLaio Oriel Seman; Stefano Frizzo Stefenon; Kin-Choong Yow; Leandro dos Santos Coelho; Viviana Cocco Mariani
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errSave
Influence of temperature on kinetics and moisture diffusion during convective drying of spent coffee grounds
errThermal Science and Engineering Progress
IF5.4
err2025-11-04
err0
PREAI
errVinícius Reisdorfer Leite; Ingryd Mayer Krinski; Helena Camargo Linero; Viviana Cocco Mariani; Luis Mauro Moura
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errSave
A Comprehensive Review of the Coyote Optimization Algorithm: Evolution, Applications, and Future Directions
errArchives of Computational Methods in Engineering
IF12.1
err2025-10-03
err0
PREAI
errMatheus Henrique Dal Molin Ribeiro; Victor Henrique Alves Ribeiro; Lucas Camilotti; Eduardo Luiz Alba; Vinicius Bortolini; Roberto Zanetti Freire; Eduardo de Freitas Rocha Loures; Viviana Cocco Mariani; Leandro dos Santos Coelho
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errSave
Simultaneously anomaly detection and forecasting for predictive maintenance using a zero-cost differentiable architecture search-based network
errComputers & Industrial Engineering
IF6.5
err2025-07-30
err0
errOAAI
errLaio Oriel Seman; Luiza Scapinello Aquino; Stefano Frizzo Stefenon; Kin-Choong Yow; Viviana Cocco Mariani; Leandro dos Santos Coelho
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errSave
Peak in-cylinder pressure virtual sensor based on hybrid modeling framework
errENERGY
IF9.4
err2025-07-01
err0
PREAI
errTessaro, Iron; Ayala, Helon Vicente Hultmann; Mariani, Viviana Cocco; Coelho, Leandro dos Santos
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errSave
Wind speed forecasting approach using conformal prediction and feature importance selection
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2025-07-01
err0
PREAI
errZuege, Cesar Vinicius; Stefenon, Stefano Frizzo; Yamaguchi, Cristina Keiko; Mariani, Viviana Cocco; Gonzalez, Gabriel Villarrubia; Coelho, Leandro dos Santos
errShare
errSave
Deep Learning Approach for Automatic Heartbeat Classification
errSENSORS
IF3.5
err2025-02-25
err0
errOAAI
errGuerra, Roger de T.; Yamaguchi, Cristina K.; Stefenon, Stefano F.; Coelho, Leandro dos S.; Mariani, Viviana C.
errShare
errSave
Spatiotemporal Wind Energy Forecasting: A Comprehensive Survey and a Deep Equilibrium-Based Case Study With StemGNN
errIEEE Access
IF3.6
err2025-01-01
err0
errOAAI
errLuiza Scapinello Aquino; Laio Oriel Seman; Viviana Cocco Mariani; Leandro Dos Santos Coelho; Stefano Frizzo Stefenon; Gabriel Villarrubia González
errShare
errSave
Neural Hierarchical Interpolation Time Series (NHITS) for Reservoir Level Multi-Horizon Forecasting in Hydroelectric Power Plants
errIEEE ACCESS
IF3.6
err2025-01-01
err0
errOAAI
errStefenon, Stefano Frizzo; Seman, Laio Oriel; Yamaguchi, Cristina Keiko; Coelho, Leandro Dos Santos; Mariani, Viviana Cocco; Matos-Carvalho, Joao Pedro; Leithardt, Valderi Reis Quietinho
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errSave
Hypertuned wavelet convolutional neural network with long short-term memory for time series forecasting in hydroelectric power plants
errENERGY
IF9.4
err2024-12-01
err0
PREAI
errStefenon, Stefano Frizzo; Seman, Laio Oriel; da Silva, Evandro Cardozo; Finardi, Erlon Cristian; Coelho, Leandro dos Santos; Mariani, Viviana Cocco
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errSave
Enhanced multi-step streamflow series forecasting using hybrid signal decomposition and optimized reservoir computing models
errEXPERT SYSTEMS WITH APPLICATIONS
IF7.5
err2024-12-01
err4
PREAI
errLarcher, Jose Henrique Kleinubing; Stefenon, Stefano Frizzo; Coelho, Leandro dos Santos; Mariani, Viviana Cocco
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errSave
Audio-Based Engine Fault Diagnosis with Wavelet, Markov Blanket, ROCKET, and Optimized Machine Learning Classifiers
errSENSORS
IF3.5
err2024-11-15
err2
errOAAI
errTuleski, Bernardo Luis; Yamaguchi, Cristina Keiko; Stefenon, Stefano Frizzo; Coelho, Leandro dos Santos; Mariani, Viviana Cocco
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errSave
Optimizing multi-step wind power forecasting: Integrating advanced deep neural networks with stacking-based probabilistic learning
errAPPLIED ENERGY
IF11
err2024-09-01
err6
PREAI
errTakara, Lucas de Azevedo; Teixeira, Ana Clara; Yazdanpanah, Hamed; Mariani, Viviana Cocco; Coelho, Leandro dos Santos
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errSave
Hypertuned temporal fusion transformer for multi-horizon time series forecasting of dam level in hydroelectric power plants
errINTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS
IF5
err2024-06-01
err17
errOAAI
errStefenon, Stefano Frizzo; Seman, Laio Oriel; Silva, Luiza Scapinello Aquino da; Mariani, Viviana Cocco; Coelho, Leandro dos Santos
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errSave
Enhancing wind speed forecasting through synergy of machine learning, singular spectral analysis, and variational mode decomposition
errENERGY
IF9.4
err2024-04-01
err29
PREAI
errMoreno, Sinvaldo Rodrigues; Seman, Laio Oriel; Stefenon, Stefano Frizzo; Coelho, Leandro dos Santos; Mariani, Viviana Cocco
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
L
Leandro dos Santos Coelho
H-index: 78 · Papers: 604
R
R. Venkata Rao
H-index: 68 · Papers: 297
P
Patrick Keller
H-index: 58 · Papers: 268
S
Selene Maria de Arruda Guelli Ulson de Souza
H-index: 43 · Papers: 215
A
Antônio Augusto Ulson de Souza
H-index: 43 · Papers: 258
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