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FRANCISCO SERRADILLA GARCIA

Universidad Politécnica de Madrid

Spain

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Research Interests

Transportation Engineering

20%

Energy Engineering

30%

Computer Vision

40%

Convolutional Neural Network

30%

Road Engineering

30%

Solar Energy Engineering

20%

Autonomous Vehicle

20%

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Articles14

Emotional parameter estimation from emo-soundscapes dataset using Deep Convolutional Autoencoders

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Year:

2024

Toward an Auditory Virtual Observatory

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Year:

2024

Toward an Auditory Virtual Observatory

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Year:

2024

Convolutional Neural Networks Adapted for Regression Tasks: Predicting the Orientation of Straight Arrows on Marked Road Pavement Using Deep Learning and Rectified Orthophotography

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Year:

2023

Assessment of CNN-Based Models for Odometry Estimation Methods with LiDAR

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Year:

2022

Generative Learning for Postprocessing Semantic Segmentation Predictions: A Lightweight Conditional Generative Adversarial Network Based on Pix2pix to Improve the Extraction of Road Surface Areas

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Year:

2021

Inferring the Driver’s Lane Change Intention through LiDAR-Based Environment Analysis Using Convolutional Neural Networks

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Year:

2021

Speed Proportional Integrative Derivative Controller: Optimization Functions in Metaheuristic Algorithms

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Year:

2021

Optimization of a Steam Reforming Plant Modeled with Artificial Neural Networks

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Year:

2020

Optimization of the Energy Consumption of Electric Motors through Metaheuristics and PID Controllers

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Year:

2020

A Deep Learning-Based Solution for Large-Scale Extraction of the Secondary Road Network from High-Resolution Aerial Orthoimagery

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Year:

2020

Grammar Guided Genetic Programming for Network Architecture Search and Road Detection on Aerial Orthophotography

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Year:

2020

Modelización y predicción espacio-tiempo de la irradiancia solar global a corto plazo mediante redes neuronales artificiales y geoestadística

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Year:

2020

Modelización y predicción espacio-tiempo de la irradiancia solar global a corto plazo mediante redes neuronales artificiales y geoestadística

Article Link

Year:

2020

Collaborators9

Miguel Clavijo

Universidad Politécnica de Madrid

SPAIN

Felipe Jiménez

SPAIN

Ramon Alcarria

Associate Professor

Universidad Politécnica de Madrid

SPAIN

Alberto Díaz Álvarez

Profesor Contratado Doctor

Universidad Politécnica de Madrid

SPAIN

Borja Bordel Sánchez

Universidad Politécnica de Madrid

SPAIN

Miguel-Ángel Manso-Callejo

Universidad Politécnica de Madrid

SPAIN

JOSE EUGENIO NARANJO HERNANDEZ

Universidad Politécnica de Madrid

SPAIN

Calimanut Ionut Cira

Assistant Professor

Universidad Politécnica de Madrid

SPAIN

NURIA GOMEZ BLAS

Universidad Politécnica de Madrid

SPAIN

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