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Publications for jpecarvalho
(12)
2025
A catch-all discrete distribution: Short description and main properties
(2025)
Nuno Fachada
João P. Matos-Carvalho
Carlos M. Fernandes
Journal articles
2025
GPT-4.1 Sets the Standard in Automated Experiment Design Using Novel Python Libraries
(2025)
Nuno Fachada
Daniel Fernandes
Carlos M. Fernandes
Bruno D. Ferreira-Saraiva
João P. Matos-Carvalho
Journal articles
2025
Deep learning in time series forecasting with transformer models and RNNs
(2025)
Rogerio Pereira dos Santos
João P. Matos-Carvalho
Valderi R. Q. Leithardt
Journal articles
2025
A Brief Perspective on Deep Learning Approaches for 2D Semantic Segmentation
(2025)
Shazia Sulemane
Nuno Fachada
João P. Matos-Carvalho
Journal articles
2025
Sensor-Based Yield Prediction in Durum Wheat Under Semi-Arid Conditions Using Machine Learning Across Zadoks Growth Stages
(2025)
Süreyya Betül Rufaioğlu et al., with 8 authors including:
João P. Matos-Carvalho
Journal articles
2025
Applying Machine Learning to SENTINEL Satellite Images to Predict the Operational State of Floating Offshore Wind Turbines
(2025)
Tiago Mota et al., with 6 authors including:
João P. Matos-Carvalho
Conference papers
2025
Quantizing Deep Learning Vision Models - A Systematic Approach
(2025)
João P. Matos-Carvalho
Sérgio D. Correia
Conference papers
2025
DeepSeek-V3, GPT-4, Phi-4, and LLaMA-3.3 Generate Correct Code for LoRaWAN-Related Engineering Tasks
(2025)
Daniel Fernandes
João P. Matos-Carvalho
Carlos M. Fernandes
Nuno Fachada
Journal articles
2025
Neural Hierarchical Interpolation Time Series (NHITS) for Reservoir Level Multi-Horizon Forecasting in Hydroelectric Power Plants
(2025)
Stefano Frizzo Stefenon et al., with 7 authors including:
João Pedro Matos-Carvalho
Journal articles
2025
Deep Learning Models for GNSS-Denied Target Navigation
(2025)
Ricardo Serras Santos et al., with 7 authors including:
João P. Matos-Carvalho
Book chapters
2025
Detection and Characterization of Plume-Dominated Wildfires
(2025)
Afonso Oliveira
Nuno Fachada
João P. Matos-Carvalho
Book chapters
2025
Towards Autonomous Target Navigation in Indoor Environments Via Wireless Sensing
(2025)
Ricardo Serras Santos
Tiago Brogueira
Slavisa Tomic
João P. Matos-Carvalho
Marko Beko
Journal articles