CHAIR OF

COMPUTATIONAL

INTELLIGENCE

Journal Papers

• Cristian Ramirez-Atencia, Victor Rodriguez-Fernandez and David Camacho
• A revision on Multi-Criteria Decision Making methods for Multi-UAV Mission Planning Support
  
• Expert Systems with Applications, In Press, July 2020. --> Link

• Cristian Ramirez-Atencia and David Camacho
• Constrained multi-objective optimization for multi-UAV planning
  
• Journal of Ambient Intelligence and Humanized Computing, Vol. 10, Issue 6, Pages 2467-2484, June 2019. --> Link

• Cristian Ramirez-Atencia, Javier del Ser, David Camacho
• Weighted strategies to guide a multi-objective evolutionary algorithm for multi-UAV mission planning
• Swarm and Evolutionary Computation, Vol. 44, Pages 480-495, February 2019  --> Link

• Cristian Ramirez-Atencia and David Camacho
• Extending QGroundControl for Automated Mission Planning of UAVs
  
• Sensors, Vol. 18, Issue 7, 2339, July 2018. --> Link

• Cristian Ramirez-Atencia, Maria D. R-Moreno and David Camacho
• Handling swarm of UAVs based on evolutionary multi-objective optimization
• Progress in Artificial Intelligence, Vol. 6, Issue 3, Pages 267-273, September 2017. --> Link

• Cristian Ramirez-Atencia, Gema Bello-Orgaz, Maria D. R-Moreno and David Camacho
• Solving complex multi-UAV mission planning problems using multi-objective genetic algorithms
• Soft Computing, Vol. 21, Issue 17, Pages 4883-4900, September 2017. --> Link

Reviewed Conference Papers

• Mahrokh Javadi, Cristian Ramirez-Atencia and Sanaz Mostaghim
• A Novel Grid-based Crowding Distance for Multimodal Multi-objective Optimization
• To appear in the Proceedings of IEEE Congress on Evolutionary Computation (CEC), World Congress on Computational Intelligence, Glasgow, UK, 2020 --> Link

• Cristian Ramirez-Atencia, Tobias Benecke and Sanaz Mostaghim
• T-EA: A Traceable Evolutionary Algorithm
• To appear in the Proceedings of IEEE Congress on Evolutionary Computation (CEC), World Congress on Computational Intelligence, Glasgow, UK, 2020 --> Link

• Mahrokh Javadi, Cristian Ramirez-Atencia and Sanaz Mostaghim
• Combining Manhattan and Crowding distances in Decision Space for Multimodal and Multi-objective Optimization Problems
• In Springer ECCOMAS book series on Computational Methods in Applied Sciences, to appear in 2020

• Cristian Ramirez-Atencia, Victor Rodriguez-Fernandez and David Camacho
• A Multi-criteria Decision Support System for Multi-UAV Mission Planning
• International Conference on Data Science and Knowledge Engineering for Sensing Decision Support (FLINS), Pages 1083-1090, Belfast, Northern Ireland, UK, August 2018 --> Link

• Cristian Ramirez-Atencia, Sanaz Mostaghim and David Camacho
• A Knee Point based Evolutionary Multi-Objective Optimiyation for Mission Planning Problems
  
• Genetic and Evolutionary Computation Conference (GECCO), Pages 1216-1223, Berlin, Germany, July 2017 --> Link

• Cristian Ramirez-Atencia, Victor Rodriguez-Fernandez, Antonio Gonzalez-Pardo and David Camacho
• New artificial intelligence approaches for future UAV Ground Control Stations
  
• IEEE Congress on Evolutionary Computation (CEC), Pages 2775 - 2782, San Sebastian, Spain, June 2017 --> Link

• Cristian Ramirez-Atencia, Gema Bello-Orgaz, Maria D. R-Moreno and David Camacho
• MOGAMR: A Multi-Objective Genetic Algorithm for Real-Time Mission Replanning
  
• IEEE Symposium Series on Computational Intelligence (SSCI), IEEE, Athens, Greece, December 2016 --> Link

• Victor Rodriguez-Fernandez, Cristian Ramirez-Atencia and David Camacho
• A Multi-UAV Mission Planning Videogame-based Framework for Player Analysis
• IEEE Congress on Evolutionary Computation (CEC), Pages 1490-1497, Sendai, Japan, May 2015 --> Link

• Fernando Palero, Cristian Ramirez-Atencia and David Camacho
• Online gamers classification using K-means
  
• International Conference on Intelligent Distributed Computing (IDC), Pages 201-208, Madrid, Spain, September 2014 -->Link

• Cristian Ramirez-Atencia, Gema Bello-Orgaz, Maria D. R-Moreno and David Camacho (Download)
• Solving UAV Mission Planning based on Temporal Constraint Satisfaction Problem using Genetic Algorithms
  
• International Conference on Principles and Practice of Constraint Programming (CP), Lyon, France, September 2014

• Cristian Ramirez-Atencia, Gema Bello-Orgaz, Maria D. R-Moreno and David Camacho
• Branching to find feasible solutions in Unmanned Air Vehicle Mission Planning
  
• International Conference on Intelligent Data Engineering and Automated Learning (IDEAL), Pages 286-294, Salamanca, Spain, September 2014 -->Link

• Cristian Ramirez-Atencia, Gema Bello-Orgaz, Maria D. R-Moreno and David Camacho
• A simple CSP-based model for Unmanned Air Vehicle Mission Planning
  
• IEEE International Symposium on Innovations in Intelligent Systems and Applications (INISTA), Pages 146-153, Alberobello, Italy, June 2014 -->Link

Theses

• Cristian Ramirez Atencia
• Automated Mission Planning and Decision Support Systems for Multiple Unmanned Aerial Vehicles
• Ph.D Thesis, Autonomous University of Madrid (UAM), 2018

• Cristian Ramirez Atencia
• Modelling Unmanned Vehicles Mission Planning problems as Constraint Satisfaction Problems
• Master Thesis, Autonomous University of Madrid (UAM), 2014

Lectures and Seminars

• Tutorials for the lecture Evolutionary Multi-Objective Optimization, Summer 2020
• Lectures and tutorials for Constraint Programming, Winter 2019/2020
• Tutorials for the lecture Evolutionary Multi-Objective Optimization, Summer 2019

Advisor of Bachelor and Master Theses

Topics under work:

• Cost Optimization, Master Thesis

 Finished topics:

• Tobias Benecke

• Tracing the impact of the initial population in evolutionary algorithms
• Master Thesis, OVGU

• Supervision: Sanaz Mostaghim
• Advisor: Cristian Ramirez
• May 2020