João P. Matos-Carvalho - Publications, H-index & Citations

João P. Matos-Carvalho

Universidade de Lisboa

14H指数

83论文数

503被引数

收录论文 15

发表时间

CNN-transformer-based model explained by SHAP and multi-head attention weights for time series forecasting 基于CNN-transformer模型的SHAP和多头注意力权重解释的时间序列预测

Scientific Reports

IF3.9

2026-07-25

OAAI

Stefano Frizzo Stefenon; João Pedro Matos-Carvalho; Valderi Reis Quietinho Leithardt; Kin-Choong Yow

Multispectral indices for wildfire management 用于野火管理的多光谱指数

Frontiers in Remote Sensing

IF3.7

2026-05-04

OAAI

AF Afonso Fernandes-Oliveira; JP João P. Matos-Carvalho; FM Filipe Moutinho; NF Nuno Fachada

Optimized Harmonic-Multiscale Kolmogorov–Arnold Network denoised by EWT for hydroelectric dam useful volume forecast 基于EWT优化的谐波-多尺度柯尔莫哥洛夫–阿尔诺德网络在水电大坝有效库容预测中的去噪应用

Energy

IF9.4

2026-05-04

OAAI

Stefano Frizzo Stefenon; Laio Oriel Seman; João Pedro Matos-Carvalho; Ademir Nied; Gabriel Villarrubia Gonzalez; Kin-Choong Yow

Can large language models implement agent-based models? An ODD-based replication study 大型语言模型能否实现基于代理的模型？一项基于ODD的复现研究

Ecological Modelling

IF3.2

2026-04-29

PREAI

Nuno Fachada; Daniel Fernandes; Carlos M. Fernandes; João P. Matos-Carvalho

Input attention, squeeze and excitation, and spatial transformer of YOLO for fault detection using UAV 输入YOLO的注意力机制、挤压与激励网络以及空间变换器，用于基于UAV的故障检测

Ain Shams Engineering Journal

IF5.9

2026-02-24

OAAI

João Pedro Matos Carvalho; Stefano Frizzo Stefenon; Valderi Reis Quietinho Leithardt; Laio Oriel Seman; Kin-Choong Yow; Juan Francisco De Paz Santana

CNN-based wheat yield prediction using multi-source and multi-stage data integration from UAV imagery and sensors 基于多源多阶段数据融合的UAV影像与传感器数据CNN小麦产量预测

Ecological Informatics

IF7.3

2026-01-09

OAAI

Süreyya Betül Rufaioglu; Ali Volkan Bilgili; Sibel Ipekesen; Amjed Mohamed Ismael; Yunus Kaya; João P. Matos-Carvalho

GPT-4.1 Sets the Standard in Automated Experiment Design Using Novel Python Libraries GPT-4.1 使用新颖的Python库在自动化实验设计中树立了标准。

Future Internet 2025, Vol. 17, Page 412

IF3.6

2025-09-27

OAAI

Nuno Fachada; Daniel Fernandes; Carlos M. Fernandes; Bruno D. Ferreira-Saraiva; João P. Matos-Carvalho

Toward Autonomous Target Navigation in Indoor Environments via Wireless Sensing 基于无线感知的室内自主目标导航研究

IEEE Open Journal of Vehicular Technology

IF4.8

2025-01-01

OAAI

Ricardo Serras Santos; Tiago Brogueira; Slavisa Tomic; João P. Matos-Carvalho; Marko Beko

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

2025-01-01

OAAI

Stefenon, Stefano Frizzo; Seman, Laio Oriel; Yamaguchi, Cristina Keiko; Coelho, Leandro Dos Santos; Mariani, Viviana Cocco; Matos-Carvalho, Joao Pedro; Leithardt, Valderi Reis Quietinho

LSTM-Based Trajectory and Phase-Shift Prediction for RSMA Networks Assisted by AIRS 基于LSTM的AIRS辅助RSMA网络轨迹和相移预测

IEEE TRANSACTIONS ON COMMUNICATIONS

IF8.3

2024-11-01

OAAI

Lima, Brena Kelly Sousa; Matos-Carvalho, Joao Pedro; Dinis, Rui; da Costa, Daniel Benevides; Beko, Marko; Oliveira, Rodolfo

Generic FPGA Pre-Processing Image Library for Industrial Vision Systems 面向工业视觉系统的通用FPGA预处理图像库

SENSORS

IF3.5

2024-09-20

OAAI

Ferreira, Diogo; Moutinho, Filipe; Matos-Carvalho, Joao P.; Guedes, Magno; Deusdado, Pedro

Autonomous UAS-Based Agriculture Applications: General Overview and Relevant European Case Studies

DRONES

IF4.8

2022-05-17

OAAI

Merz, Mariann; Pedro, Dario; Skliros, Vasileios; Bergenhem, Carl; Himanka, Mikko; Houge, Torbjorn; Matos-Carvalho, Joao P.; Lundkvist, Henrik; Curuklu, Baran; Hamren, Rasmus; Ameri, Afshin E.; Ahlberg, Carl; Johansen, Gorm

Precision Landing for Low-Maintenance Remote Operations with UAVs 使用无人机实现低维护远程操作的精确着陆

DRONES

IF4.8

2021-09-24

OAAI

Moreira, Miguel; Azevedo, Fabio; Ferreira, Andre; Pedro, Dario; Matos-Carvalho, Joao; Ramos, Alvaro; Loureiro, Rui; Campos, Luis

GTRS-Based Algorithm for UAV Navigation in Indoor Environments Employing Range Measurements and Odometry

IEEE ACCESS

IF3.6

2021-01-01

OAAI

Matos-Carvalho, J. P.; Santos, Ricardo; Tomic, Slavisa; Beko, Marko