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2024

Rapach, Seonaid and Riccardi, Annalisa and Wheate, Rhonda (2024) Earth Observation technology’s alignment with OHCHR indicators for strengthening human rights breach investigations and adjudication. Science and Justice. ISSN 1355-0306

Cowlishaw, Robert and Riccardi, Annalisa and Arulselvan, Ashwin (2024) Optimizing participant selection for fault-tolerant decision making in orbit using mixed integer linear programming. IEEE Transactions on Geoscience and Remote Sensing, 17. pp. 16961-16969. ISSN 0196-2892

Powell, Cheyenne and Riccardi, Annalisa (2024) Explaining AI decisions in autonomous satellite scheduling via computational argumentation. In: SPAICE, 2024-09-17 - 2024-10-18, European Centre for Space Applications and Telecommunications (ECSAT), UK.

Cowlishaw, Robert and Arulselvan, Ashwin and Riccardi, Annalisa (2024) Multi-objective optimisation strategy for on-orbit fault-tolerant decision making. In: 2024 IEEE World Congress on Computational Intelligence (WCCI), 2024-06-30 - 2024-07-05.

Rapach, Seonaid and Riccardi, Annalisa and Liu, Bin and Bowden, James (2024) A taxonomy of earth observation data for sustainable finance. Journal of Climate Finance, 6. 100029. ISSN 2949-7280

2023

Cowlishaw, Robert and Riccardi, Annalisa and Arulselvan, Ashwin; Soille, P. and Lumnitz, S. and Albani, S., eds. (2023) Proof of optimality for a decentralised EO data processing architecture. In: Proceedings of the 2023 conference on Big Data from Space (BiDS’23). Publications Office of the European Union, AUT, pp. 389-392. ISBN 9789268086964

Cowlishaw, Robert and Boumghar, Red and Arulselvan, Ashwin and Riccardi, Annalisa (2023) Automating and decentralising satellite-based emergency mapping. In: 5th International Conference on Blockchain Computing and Applications, 2023-10-24 - 2023-10-26.

Darm, Paul and Marchetti, Francesco and Garcia, Gérald and Redondo, Paloma Maestro and Riccardi, Annalisa and Fernández, Alberto González (2023) Leveraging language models semantic similarity capabilities to facilitate information reuse in system engineering. In: 74th International Astronautical Congress, 2023-10-02 - 2023-10-06, Heydar Aliyev Centre.

Powell, Cheyenne and Riccardi, Annalisa (2023) Question answering over knowledge graphs for explainable satellite scheduling. In: International Astronautical Congress, 2023-10-02 - 2023-10-06, Heydar Aliyev Center.

Rapach, Seonaid and Riccardi, Annalisa (2023) A framework for mapping earth observation capabilities to the OHCHR indicators. In: 74th International Astronautical Congress, 2023-10-02 - 2023-10-06, Heydar Aliyev Centre.

Darm, Paul and Miceli-Barone, Antonio Valerio and Cohen, Shay B. and Riccardi, Annalisa; (2023) Knowledge base question answering for space debris queries. In: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics. Association for Computational Linguistics, Toronto, pp. 487-499. ISBN 9781959429685

Powell, Cheyenne and Berquand, Audrey and Riccardi, Annalisa (2023) Natural language processing for explainable satellite scheduling. In: SPACEOPS 2023, 2023-03-06 - 2023-03-10.

Boumghar, Red and Riccardi, Annalisa and Guzman, Cesar and Ameen, Shazhad (2023) Orbit decentralized autonomous organization using blockchain-based consensus mechanisms. In: SPACEOPS 2023, 2023-03-06 - 2023-03-10.

Powell, Cheyenne and Riccardi, Annalisa; Huang, Joshua Zhexue and Pan, Yi and Hammer, Barbara and Khan, Muhammad Khurram and Xie, Xing and Cui, Laizhong and He, Yulin, eds. (2023) Abstract argumentation for explainable satellite scheduling. In: 2022 IEEE 9th International Conference on Data Science and Advanced Analytics (DSAA). IEEE, CHN, pp. 1-10. ISBN 9781665473309

Fodde, Iosto and Feng, Jinglang and Riccardi, Annalisa and Vasile, Massimiliano (2023) Robust stability and mission performance of a CubeSat orbiting the didymos binary asteroid system. Acta Astronautica, 203. pp. 577-591. ISSN 0094-5765

2022

Boumghar, Red and Riccardi, Annalisa and Ameen, Shazhad and Arulselvan, Ashwin and Minisci, Edmondo (2022) Decentralized and automated business logic in a future MBSE blockchain ecosystem. In: Model Based Space Systems and Software Engineering - MBSE2022, 2022-11-22 - 2022-11-24, Airbus Leadership Academy.

Wilson, Callum and Riccardi, Annalisa (2022) Enabling intelligent onboard guidance, navigation, and control using reinforcement learning on near-term flight hardware. Acta Astronautica, 199. pp. 374-385. ISSN 0094-5765

Darm, Paul and Berquand, Audrey and Mansilla, Luis and Riccardi, Annalisa; (2022) A system engineering recommendation system based on language similarity analysis : an application to space systems conceptual design. In: 10th International Systems & Concurrent Engineering for Space Applications Conference (SECESA 2022). European Space Agency, Noordwijk. The Netherlands.

Boumghar, Redouane and Ameen, Shazad and Riccardi, Annalisa and Arulselvan, Ashwin and Minisci, Edmondo and Bui Long, AnhToan and Pizarro De La Iglesia, José (2022) Decentralized trust management in concurrent design using blockchain. In: 10th International Systems & Concurrent Engineering for Space Applications Conference (SECESA 2022), 2022-10-05 - 2022-10-07, Digital Event.

Hall, Iain and Powell, Cheyenne and Riccardi, Annalisa (2022) Constraint programming for scheduling the operations of STRATHcube : a nanosatellite for detecting space debris. In: 73rd International Astronautical Congress (IAC), 2022-09-18 - 2022-10-22, Paris Convention Centre.

Powell, Cheyenne and Riccardi, Annalisa (2022) On-board re-planning of an earth observation satellite for maximisation of observation campaign goals. In: 73rd International Astronautical Congress (IAC), 2022-09-18 - 2022-10-22, Paris Convention Centre.

2021

Wilson, Callum and Riccardi, Annalisa (2021) Enabling intelligent onboard guidance, navigation, and control using near-term flight hardware. In: 72nd International Astronautical Congress, 2021-10-25 - 2021-10-29, Dubai World Trade Centre.

Marchetti, Francesco and Minisci, Edmondo and Riccardi, Annalisa (2021) Single-stage to orbit ascent trajectory optimisation with reliable evolutionary initial guess. Optimization and Engineering, 24 (1). pp. 291-316. ISSN 1389-4420

Polnik, Mateusz and Riccardi, Annalisa and Akartunali, Kerem (2021) A multistage optimisation algorithm for the large Vehicle Routing Problem with Time Windows and Synchronised Visits. Journal of the Operational Research Society, 72 (11). pp. 2396-2411. ISSN 0160-5682

Powell, Cheyenne and Riccardi, Annalisa (2021) Towards explainability of on-board satellite scheduling for end user interactions. In: 72nd International Astronautical Congress, 2021-10-25 - 2021-10-29, Dubai World Trade Centre.

Wilson, Callum and Riccardi, Annalisa (2021) Improving the efficiency of reinforcement learning for a spacecraft powered descent with Q-learning. Optimization and Engineering, 24 (1). pp. 223-255. ISSN 1389-4420

Polnik, Mateusz and Arulselvan, Ashwin and Riccardi, Annalisa (2021) Scheduling space-to-ground optical communication under cloud cover uncertainty. IEEE Transactions on Aerospace and Electronic Systems, 57 (5). pp. 2838-2849. ISSN 0018-9251

Berquand, Audrey and Darm, Paul and Riccardi, Annalisa (2021) Space transformers : language modeling for space systems. IEEE Access, 9. pp. 133111-133122. ISSN 2169-3536

Berquand, Audrey and Moshfeghi, Yashar and Riccardi, Annalisa (2021) SpaceLDA : topic distributions aggregation from a heterogeneous corpus for space systems. Engineering Applications of Artificial Intelligence, 102. 104273. ISSN 0952-1976

Wilson, Callum and Riccardi, Annalisa (2021) Leveraging optimal control demonstrations in reinforcement learning for powered descent. In: 8th International Conference on Astrodynamics Tools and Techniques, 2021-06-22 - 2021-06-25, Virtual.

Marchetti, Francesco and Wilson, Callum and Powell, Cheyenne and Minisci, Edmondo and Riccardi, Annalisa; Romero, Juan and Martins, Tiago and Rodríguez-Fernández, Nereida, eds. (2021) Convolutional generative adversarial network, via transfer learning, for traditional Scottish music generation. In: Artificial Intelligence in Music, Sound, Art and Design. Lecture Notes in Computer Science . Springer, ESP, pp. 187-202. ISBN 9783030729141

Riccardi, Annalisa and Gemignani, Jessica and Fernandez-Navarro, Francisco and Heffernan, Anna (2021) Optimisation of non-pharmaceutical measures in COVID-19 growth via neural networks. IEEE Transactions on Emerging Topics in Computational Intelligence, 5 (1). pp. 79-91. ISSN 2471-285X

2020

Berquand, Audrey and Riccardi, Annalisa (2020) From engineering models to knowledge graph : delivering new insights into models. In: 9th International Systems & Concurrent Engineering for Space Applications Conference (SECESA 2020), 2020-09-30 - 2020-10-02, Digital.

Marchetti, Francesco and Minisci, Edmondo and Riccardi, Annalisa; (2020) Towards intelligent control via genetic programming. In: 2020 International Joint Conference on Neural Networks (IJCNN). IEEE, GBR. ISBN 9781728169279

Wilson, Callum and Riccardi, Annalisa and Minisci, Edmondo; (2020) A novel update mechanism for Q-Networks based on extreme learning machines. In: 2020 International Joint Conference on Neural Networks (IJCNN). IEEE, GBR. ISBN 9781728169262

Wilson, Callum and Marchetti, Francesco and Di Carlo, Marilena and Riccardi, Annalisa and Minisci, Edmondo (2020) Classifying intelligence in machines : a taxonomy of intelligent control. Robotics, 9 (3). 64. ISSN 2218-6581

Polnik, Mateusz and Mazzarella, Luca and Di Carlo, Marilena and Oi, Daniel KL and Riccardi, Annalisa and Arulselvan, Ashwin (2020) Scheduling of space to ground quantum key distribution. EPJ Quantum Technology, 7. 3. ISSN 2196-0763

Wilson, Callum and Marchetti, Francesco and Di Carlo, Marilena and Riccardi, Annalisa and Minisci, Edmondo (2020) Intelligent control : a taxonomy. In: 8th International Conference on Systems and Control, 2019-10-23 - 2019-10-25, Faculty of sciences Semlalia, Cadi Ayyad University.

Berquand, Audrey and Moshfeghi, Yashar and Riccardi, Annalisa; (2020) Space mission design ontology : extraction of domain-specific entities and concepts similarity analysis. In: AIAA Scitech 2020 Forum. American Institute of Aeronautics and Astronautics Inc, AIAA, USA, pp. 1-13. ISBN 9781624105951

2019

Marchetti, Francesco and Minisci, Edmondo and Riccardi, Annalisa (2019) Towards intelligent control via genetic programming. In: 5th European Optimisation in Space Engineering Workshop, 2019-11-21 - 2019-11-22.

Berquand, Audrey and McDonald, Iain and Riccardi, Annalisa and Moshfeghi, Yashar (2019) The automatic categorisation of space mission requirements for the Design Engineering Assistant. In: 70th International Astronautical Congress, 2019-10-21 - 2019-10-25.

Vasile, Massimiliano and Ortega Absil, Carlos and Riccardi, Annalisa (2019) Set propagation in dynamical systems with generalised polynomial algebra and its computational complexity. Communications in Nonlinear Science and Numerical Simulation, 75. pp. 22-49. ISSN 1007-5704

Marchetti, Francesco and Minisci, Edmondo and Riccardi, Annalisa (2019) Trajectory optimization of a reusable launch vehicle. In: 17th Workshop on Advances in Continuous Optimization, 2019-06-28 - 2019-06-29, University of Strathclyde.

Berquand, Audrey and Murdaca, Francesco and Riccardi, Annalisa and Soares, Tiago and Gerené, Sam and Brauer, Norbert and Kumar, Kartik; (2019) Artificial intelligence for the early design phases of space missions. In: 2019 IEEE Aerospace Conference. IEEE, USA. ISBN 978-1-5386-6854-2

2018

Berquand, Audrey and Murdaca, Francesco and Riccardi, Annalisa and Soares, Tiago and Gerené, Sam and Brauer, Norbert and Kumar, Kartik (2018) Towards an artificial intelligence based design engineering assistant for the early design of space missions. In: 69th International Astronautical Congress, 2018-10-01 - 2018-10-05, Messe Bremen Findorffstraße.

Murdaca, F. and Berquand, A. and Riccardi, A. and Soares, T. and Gerené, S. and Brauer, N. and Kumar, K. (2018) Artificial intelligence for early design of space missions in support of concurrent engineering sessions. In: 8th International Systems & Concurrent Engineering for Space Applications Conference, 2018-09-26 - 2018-09-28, University of Strathclyde.

Zhang, Shuai and Minisci, Edmondo and Liu, Mingyong and Huang, Yunke and Riccardi, A (2018) Improved collaborative optimization in multidisciplinary design optimization problems. In: 8th International Systems & Concurrent Engineering for Space Applications Conference, 2018-09-26 - 2018-09-28, University of Strathclyde.

Murdaca, F. and Berquand, A. and Kumar, K. and Riccardi, A. and Soares, T. and Gerené, S. and Brauer, N. (2018) Knowledge-based information extraction from datasheets of space parts. In: 8th International Systems & Concurrent Engineering for Space Applications Conference, 2018-09-26 - 2018-09-28, University of Strathclyde.

Polnik, Mateusz Damian and Riccardi, Annalisa (2018) Indexing discrete sets in a label setting algorithm for solving the elementary shortest path problem with resource constraints. In: 2018 IEEE Congress on Evolutionary Computation, 2018-07-08 - 2018-07-13.

Caboni, M. and Minisci, E. and Riccardi, A. (2018) Aerodynamic design optimization of wind turbine airfoils under aleatory and epistemic uncertainty. Journal of Physics: Conference Series, 1037 (4). 042011. ISSN 1742-6588

Vasile, Massimiliano and Rodríguez-Fernández, Víctor and Serra, Romain and Camacho, David and Riccardi, Annalisa; (2018) Artificial intelligence in support to space traffic management. In: 68th International Astronautical Congress, IAC 2017. Proceedings of the International Astronautical Congress, IAC . International Astronautical Federation (IAF), AUS, pp. 3822-3831. ISBN 9781510855373

Ortega Absil, Carlos and Ricciardi, Lorenzo A. and Di Carlo, Marilena and Greco, Cristian and Serra, Romain and Polnik, Mateusz and Vroom, Aram and Riccardi, Annalisa and Minisci, Edmondo and Vasile, Massimiliano (2018) GTOC 9 : Results from University of Strathclyde (team Strath++). Acta Futura, 11. pp. 57-70.

Ortega Absil, Carlos and Ricciardi, Lorenzo A. and Di Carlo, Marilena and Greco, Cristian and Serra, Romain and Polnik, Mateusz and Vroom, Aram and Riccardi, Annalisa and Minisci, Edmondo and Vasile, Massimiliano (2018) GTOC9 : Methods and results from University of Strathclyde (team Strath++). Acta Futura (11). pp. 57-70.

2017

Minisci, Edmondo and Serra, Romain and Vasile, Massimiliano and Riccardi, Annalisa and Grey, Stuart and Lemmens, Stijn (2017) Uncertainty treatment in the GOCE re-entry. In: 1st IAA Conference on Space Situational Awareness (ICSSA), 2017-11-13 - 2017-11-15, DoubleTree by Hilton Hotel.

Maldonado, Yazmin and Trujillo, Leonardo and Schütze, Oliver and Riccardi, Annalisa and Vasile, Massimiliano; (2017) Preface. In: NEO 2016. Studies in Computational Intelligence . Springer, MEX, v-vi. ISBN 9783319640624

Ortega Absil, Carlos and Filippi, Gianluca and Riccardi, Annalisa and Vasile, Massimiliano (2017) A variance-based estimation of the resilience indices in the preliminary design optimisation of engineering systems under epistemic uncertainty. In: EUROGEN 2017, 2017-09-13 - 2017-09-15, Naval Engineering School.

Vasile, Massimiliano and Filippi, Gianluca and Ortega Absil, Carlos and Riccardi, Annalisa (2017) Fast belief estimation in evidence network models. In: EUROGEN 2017, 2017-09-13 - 2017-09-15, Naval Engineering School.

Maddalena, Giulio and Diveu, Alexis and Ducamp, Christophe and Minisci, Edmondo and Riccardi, Annalisa (2017) Uncertainty based multidisciplinary design optimisation of conventional space transportation systems. In: 15th EUROPT Workshop on Advances in Continuous Optimization, 2017-07-12 - 2017-07-14.

2016

Absil, Carlos Ortega and Serra, Romain and Riccardi, Annalisa and Vasile, Massimiliano; (2016) De-orbiting and re-entry analysis with generalised intrusive polynomial expansions. In: 67th International Astronautical Congress. Proceedings of the International Astronautical Congress, IAC . International Astronautical Federation (IAF), MEX.

Castaño, Adiel and Fernández-Navarro, Francisco and Riccardi, Annalisa and Hervás-Martínez, Cesar (2016) Enforcement of the principal component analysis - extreme learning machine algorithm by linear discriminant analysis. Neural Computing and Applications, 27 (6). pp. 1749-1760. ISSN 0941-0643

Ortega Absil, Carlos and Riccardi, Annalisa and Vasile, Massimiliano and Tardioli, Chiara (2016) SMART-UQ : uncertainty quantification toolbox for generalised intrusive and non intrusive polynomial algebra. In: 6th International Conference on Astrodynamics Tools and Techniques, 2016-03-14 - 2016-03-17.

Vasile, Massimiliano and Tardioli, Chiara and Riccardi, Annalisa and Yamakawa, Hiroshi; Zanetti, Renato and Russell, Ryan P. and Ozimek, Martin T. and Bowes, Angela L., eds. (2016) Collision avoidance as a robust reachability problem under model uncertainty. In: Spaceflight Mechanics 2016. Univelt Inc, USA, pp. 4049-4064. ISBN 9780877036333

2015

Toso, Federico and Riccardi, Annalisa and Minisci, Edmondo and Maddock, Christie Alisa (2015) Optimisation of ascent and descent trajectories for lifting body space access vehicles. In: 66th International Astronautical Congress, IAC2015, 2015-10-12 - 2015-10-16.

Riccardi, Annalisa and Tardioli, Chiara and Vasile, Massimiliano; Turner, J. D. and Wawrzyniak, G. G. and Cerven, W. T. and Majji, M., eds. (2015) An intrusive approach to uncertainty propagation in orbital mechanics based on Tchebycheff polynomial algebra. In: Astrodynamics 2015. Advances in Astrnautical Sciences . American Astronautical Society, USA, pp. 707-722. ISBN 9780877036296

Tardioli, Chiara and Kubicek, Martin and Vasile, Massimiliano and Minisci, Edmondo and Riccardi, Annalisa; Majji, Manoranjan and Turner, James D. and Wawrzyniak, Geoff G. and Cerven, William Todd, eds. (2015) Comparison of non-intrusive approaches to uncertainty propagation in orbital mechanics. In: Astrodynamics 2015. Advances in Astrnautical Sciences . American Astronautical Society, USA, pp. 3979-3992. ISBN 9780877036296

2014

Riccardi, Annalisa and Fernández-Navarro, Francisco and Carloni, Sante (2014) Cost-sensitive adaboost algorithm for ordinal regression based on extreme learning machine. IEEE Transactions on Cybernetics, 44 (10). pp. 1898-1909. ISSN 2168-2275