Leandro dos Santos Coelho

Universidade Federal do Parana

H指数:78

被引数:2.1万

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Robust ensemble learning framework through symbolic regression for soft sensor modeling

通过符号回归实现鲁棒集成学习框架用于软传感器建模

Journal of Computational Science

IF3.7

2026-05-020

OAAI

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

考虑大气影响的5G网络路径损耗：机器学习模型的比较

Technologies

IF3.6

2026-03-020

OAAI

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

用于水电站水库多节点时空预测的Fourier增强的序列到序列潜在图神经网络

Engineering Applications of Artificial Intelligence

IF8

2026-01-230

OAAI

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

基于Kolmogorov–Arnold网络代理建模的多目标量子差分进化方法在板翅式换热器设计中的应用

Applied Thermal Engineering

IF6.9

2026-01-100

PRE

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

气内燃机数字孪生建模的混合符号回归框架

Energy

IF9.4

2026-01-010

OAAI

Multi-step short-term solar energy forecasting using Fourier-enhanced BiLSTM and neural additive models

基于傅里叶增强的BiLSTM和神经加性模型的的多步短期太阳能预测

Renewable Energy

IF9.1

2025-11-100

OAAI

Graph neural networks for the offline nanosatellite task scheduling problem

图神经网络在离线纳卫星任务调度问题中的应用

Applied Soft Computing

IF6.6

2025-11-010

PRE

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

《 койот优化算法的全面综述：演进、应用及未来方向》

Archives of Computational Methods in Engineering

IF12.1

2025-10-030

PRE

Simultaneously anomaly detection and forecasting for predictive maintenance using a zero-cost differentiable architecture search-based network

同时进行异常检测和预测性维护的零成本可微分架构搜索网络

Computers & Industrial Engineering

IF6.5

2025-07-300

Peak in-cylinder pressure virtual sensor based on hybrid modeling framework

基于混合建模框架的缸内峰值压力虚拟传感器

ENERGY

IF9.4

2025-07-010

PRE

Wind speed forecasting approach using conformal prediction and feature importance selection

基于conformal prediction和特征重要性选择的风速预测方法

INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

IF5

2025-07-010

PRE

Simulation Optimization-Based model for Decision-Making in the stroke clinical pathway

基于仿真优化的卒中临床路径决策模型

COMPUTERS & INDUSTRIAL ENGINEERING

IF6.5

2025-06-010

PRE

Deep Learning Approach for Automatic Heartbeat Classification

SENSORS

IF3.5

2025-02-250

OAAI

Spatiotemporal Wind Energy Forecasting: A Comprehensive Survey and a Deep Equilibrium-Based Case Study With StemGNN

时空风能预测：一项全面的综述和基于深度平衡模型的案例研究（与StemGNN）

IEEE Access

IF3.6

2025-01-010

Neural Hierarchical Interpolation Time Series (NHITS) for Reservoir Level Multi-Horizon Forecasting in Hydroelectric Power Plants

用于水电站水库水位多水平预测的神经分层插值时间序列 (NHITS)

IEEE ACCESS

IF3.6

2025-01-010

Evaporating temperature estimation of refrigeration systems based on vibration data-driven soft sensors

INTERNATIONAL JOURNAL OF REFRIGERATION

IF3.8

2024-12-010

PRE

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

具有长短期记忆的超调谐小波卷积神经网络在水电站时间序列预测中的应用

ENERGY

IF9.4

2024-12-010

PRE

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

使用混合信号分解和优化的储层计算模型进行增强的多步水流序列预测

EXPERT SYSTEMS WITH APPLICATIONS

IF7.5

2024-12-014

PRE

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

使用小波，马尔可夫毯，火箭和优化的机器学习分类器进行基于音频的发动机故障诊断

SENSORS

IF3.5

2024-11-152

OAAI

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

APPLIED ENERGY

IF11

2024-09-016

PRE

Leandro dos Santos Coelho

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教育背景

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