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Leandro dos Santos Coelho

universidade federal do parana

78H-index
604Paper Count
2.1WCitation Count
Published Papers 139
Publication Date
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Robust ensemble learning framework through symbolic regression for soft sensor modeling
errJournal of Computational Science
IF3.7
err2026-05-02
err0
errOAAI
errIron Tessaro; Helon Vicente Hultmann Ayala; Viviana Cocco Mariani; Leandro dos Santos Coelho
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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
Graph neural networks for the offline nanosatellite task scheduling problem
errApplied Soft Computing
IF6.6
err2025-11-01
err0
PREAI
errBruno Machado Pacheco; Laio Oriel Seman; Cezar Antonio Rigo; Eduardo Camponogara; Eduardo Augusto Bezerra; Leandro dos Santos Coelho
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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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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
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errSave
Simulation Optimization-Based model for Decision-Making in the stroke clinical pathway
errCOMPUTERS & INDUSTRIAL ENGINEERING
IF6.5
err2025-06-01
err0
PREAI
errBoareto, Pedro A.; Moretti, Leonardo N.; Safanelli, Juliana; Liberato, Rafaela B.; Moro, Carla H. C.; Pecora Junior, Jose E.; Moro, Claudia M. C. B.; Coelho, Leandro dos S.; Loures, Eduardo F. R.; Deschamps, Fernando; Santos, Eduardo A. Portela
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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.
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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
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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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Evaporating temperature estimation of refrigeration systems based on vibration data-driven soft sensors
errINTERNATIONAL JOURNAL OF REFRIGERATION
IF3.8
err2024-12-01
err0
PREAI
errNascimento, Ahryman Seixas Busse de Siqueira; Machado, Joao Paulo Zomer; Coelho, Leandro dos Santos; Flesch, Rodolfo Cesar Costa
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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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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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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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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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Research Directions

No research directions
Co-authors
Cooperation Journals
S
Seyedali Mirjalili
H-index: 132 · Papers: 792
B
Bruno G. Loos
H-index: 68 · Papers: 251
R
R. Venkata Rao
H-index: 68 · Papers: 297
U
U. van der Velden
H-index: 67 · Papers: 307
V
Viviana Cocco Mariani
H-index: 61 · Papers: 322
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