147 citations · 413 across the 8 of their papers we have counts for
8 papers
Fidelity, Diversity, and Privacy: A Multi-Dimensional LLM Evaluation for Clinical Data Augmentation
Guillermo Iglesias, Gema Bello-Orgaz, María Navas-Loro +3
The scarcity of high-quality annotated medical data, particularly in mental health, poses a significant bottleneck for training robust machine learning models. Privacy regulations…
Airport take-off and landing optimization through genetic algorithms
Fernando Guedan Pecker, Cristian Ramirez Atencia
This research addresses the crucial issue of pollution from aircraft operations, focusing on optimizing both gate allocation and runway scheduling simultaneously, a novel approach…
Extending QGroundControl for Automated Mission Planning of UAVs
Cristian Ramirez-Atencia, David Camacho
Unmanned Aerial Vehicle (UAVs) have become very popular in the last decade due to some advantages such as strong terrain adaptation, low cost, zero casualties, and so on. One of th…
Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning
Cristian Ramirez-Atencia, Javier Del Ser, David Camacho
Management and mission planning over a swarm of unmanned aerial vehicle (UAV) remains to date as a challenging research trend in what regards to this particular type of aircrafts.…
A revision on Multi-Criteria Decision Making methods for Multi-UAV Mission Planning Support
Cristian Ramirez-Atencia, Victor Rodriguez-Fernandez, David Camacho
Over the last decade, Unmanned Aerial Vehicles (UAVs) have been extensively used in many commercial applications due to their manageability and risk avoidance. One of the main prob…
Constrained multi-objective optimization for multi-UAV planning
Cristian Ramirez-Atencia, David Camacho
Over the last decade, developments in unmanned aerial vehicles (UAVs) has greatly increased, and they are being used in many fields including surveillance, crisis management or aut…
Solving Complex Multi-UAV Mission Planning Problems using Multi-objective Genetic Algorithms
Cristian Ramirez-Atencia, Gema Bello-Orgaz, Maria D R-Moreno +1
Due to recent booming of UAVs technologies, these are being used in many fields involving complex tasks. Some of them involve a high risk to the vehicle driver, such as fire monito…
sKPNSGA-II: Knee point based MOEA with self-adaptive angle for Mission Planning Problems
Cristian Ramirez-Atencia, Sanaz Mostaghim, David Camacho
Real-world and complex problems have usually many objective functions that have to be optimized all at once. Over the last decades, Multi-Objective Evolutionary Algorithms (MOEAs)…