[A12] Ludovica Rita La Rocca, Martina Caruso, Arnaldo Stanzione, Nicola Rocco, Tommaso Pellegrino, Daniela Russo, Maria Salatiello, Andrea de Giorgio, Roberta Pastore, Simone Maurea, Arturo Brunetti, Renato Cuocolo, Valeria Romeo. Journal article (2024): Machine learning-based discrimination of benign and malignant breast lesions on US: The contribution of shear-wave elastography. European Journal of Radiology 181, 111795, 2024. DOI: 10.1016/j.ejrad.2024.111795.
Indexed on: ResearchGate, Google Scholar, PubMed, Mendeley.
Metrics: PlumX Metrics, Dimensions.
"European Journal of Radiology" Impact Factor (2025): 3.3.
[A11] Ali Buwaider, Victor Gabriel El-Hajj, Omar Ali Mahdi, Alessandro Iop, Maria Gharios, Andrea de Giorgio, Mario Romero. Journal article (2024): Extended reality in cranial and spinal neurosurgery–a bibliometric analysis. Acta Neurochirurgica 166, no. 1, 194, 2024. DOI: 10.1007/s00701-024-06072-4.
Indexed on: ResearchGate, Google Scholar, PubMed, Mendeley.
Metrics: Altmetric, Dimensions.
"Acta Neurochirurgica" Impact Factor (2024): 1.9.
[A10] Marc Ghanem, Abdul Karim Ghaith, Victor Gabriel El-Hajj, Archis Bhandarkar, Andrea de Giorgio, Adrian Elmi-Terander, Mohamad Bydon. Journal article (2023): Limitations in Evaluating Machine Learning Models for Imbalanced Binary Outcome Classification in Spine Surgery: A Systematic Review. Brain Sciences 13, no. 12, 1723, 2023. DOI: 10.3390/brainsci13121723.
Indexed on: ResearchGate, Google Scholar, PubMed, Mendeley.
Metrics: Altmetric, Dimensions.
"Brain Sciences" Impact Factor (2025): 2.8.
[A9] Andrea de Giorgio, Fabio Marco Monetti, Antonio Maffei, Mario Romero, Lihui Wang. Journal article (2023): Adopting extended reality? A systematic review of manufacturing training and teaching applications. Journal of manufacturing systems 71, 645-663, 2023. DOI: 10.1016/j.jmsy.2023.10.016.
Indexed on: ResearchGate, Google Scholar, Mendeley.
Metrics: PlumX Metrics, Dimensions.
"Journal of Manufacturing Systems" Impact Factor (2025): 14.2.
[A8] Andrea de Giorgio, Gabriele Cola, and Lihui Wang. Journal article (2023): Systematic review of class imbalance problems in manufacturing, Journal of Manufacturing Systems 71, 620-644, 2023. DOI: 10.1016/j.jmsy.2023.10.014.
Indexed on: ResearchGate, Google Scholar, Mendeley.
Metrics: PlumX Metrics, Dimensions.
"Journal of Manufacturing Systems" Impact Factor (2025): 14.2.
[A7] Alessandro Iop, Victor Gabriel El-Hajj, Maria Gharios, Andrea de Giorgio, Fabio Marco Monetti, Erik Edström, Adrian Elmi-Terander, Mario Romero. Journal article (2022): Extended Reality in Neurosurgical Education: A Systematic Review, Sensors, 22(16), 6067, 2022. DOI: 10.3390/s22166067.
Indexed on: ResearchGate, Google Scholar, PubMed, Mendeley.
Metrics: Altmetric, Dimensions.
"Sensors" Impact Factor (2024): 3.5.
[A6] Marcelo Luis Ruiz Rodríguez, Sylvain Kubler, Andrea de Giorgio, Maxime Cordy, Jérémy Robert, Yves Le Traon. Journal article (2022): Multi-agent deep reinforcement learning based Predictive Maintenance on parallel machines, Robotics and Computer-Integrated Manufacturing, vol. 78, p. 102406, 2022. DOI: 10.1016/j.rcim.2022.102406.
Indexed on: ResearchGate, Google Scholar, Mendeley.
Metrics: PlumX Metrics, Dimensions.
"Robotics and Computer-Integrated Manufacturing" Impact Factor (5): 11.4.
[A5] Andrea de Giorgio, Stefania Cacace, Antonio Maffei, Fabio Marco Monetti, Malvina Mauro Onori, Lihui Wang. Journal article (2021): Assessing the influence of expert video aid on assembly learning curves, Journal of Manufacturing Systems, vol. 62, pp. 263-269, 2021. DOI: 10.1016/j.jmsy.2021.11.019.
Indexed on: ResearchGate, Google Scholar, Web of Science, Scopus, Mendeley
Metrics: PlumX Metrics, Altmetric, Dimensions.
"Journal of Manufacturing Systems" Impact Factor (2025): 14.2.
[A4] Andrea de Giorgio, Malvina Roci, Antonio Maffei, Milan Jocevski, Mauro Onori, Lihui Wang. Journal article (2021): Measuring the effect of automatically authored video aid on assembly time for procedural knowledge transfer among operators in adaptive assembly stations, International Journal of Production Research, 2021. DOI: 10.1080/00207543.2021.1970850.
Indexed on: ResearchGate, Google Scholar, Web of Science, Mendeley.
Metrics: PlumX Metrics, Altmetric, Dimensions.
"International Journal of Production Research" Impact Factor (2024): 7.3.
[A3] Andrea de Giorgio, Antonio Maffei, Mauro Onori, Lihui Wang. Journal article (2021): Towards online reinforced learning of assembly sequence planning with interactive guidance systems for industry 4.0 adaptive manufacturing, Journal of Manufacturing Systems, vol. 60, pp. 22-34, 2021. DOI: 10.1016/j.jmsy.2021.05.001.
Indexed on: ResearchGate, Google Scholar, Web of Science, Scopus, Zenodo, Mendeley.
Metrics: PlumX Metrics, Altmetric, Dimensions.
"Journal of Manufacturing Systems" Impact Factor (2025): 14.2.
[A2] Andrea de Giorgio, Lihui Wang. Journal article (2020): Artificial Intelligence Control in 4D Cylindrical Space for Industrial Robotic Applications, IEEE Access, vol. 8, pp. 174833-174844, 2020. DOI: 10.1109/ACCESS.2020.3026193.
Indexed on: ResearchGate, Mendeley, Google Scholar, Web of Science, Zenodo.
Metrics: PlumX Metrics, Altmetric.
Additional resources: Matlab and RAPID code on GitHub, ResearchGate, Zenodo.
Journal "IEEE Access" Impact Factor (2020): 3.745.
[A1] Francesco Donnarumma, Roberto Prevete, Andrea de Giorgio, Guglielmo Montone, Giovanni Pezzulo. Journal article (2016): Learning programs is better than learning dynamics: A programmable neural network hierarchical architecture in a multi-task scenario, Adaptive Behavior 24, no. 1: 27-51, 2016. DOI: 10.1177/1059712315609412.
Indexed on: ResearchGate, Mendeley, Google Scholar, Scopus, Web of Science, Zenodo.
Metrics: PlumX Metrics, Scopus Metrics, Altmetric, Dimensions.
Journal "Adaptive Behavior" Impact Factor (2025): 1.3.
[C6] Andrea de Giorgio, Giacomo Matrone, Antonio Maffei. Conference paper (2025): Detecting Large Language Models in Exam Essays. In 2025 IEEE Engineering Education World Conference (EDUNINE), pp. 1-6. IEEE, 2025. DOI: 10.1109/EDUNINE62377.2025.10981412.
Indexed on: ResearchGate, Google Scholar, Dimensions (no metrics).
[C5] Fabio Marco Monetti, Eleonora Boffa, Andrea de Giorgio, Antonio Maffei. Conference paper (2023): The Impact of Learning Factories on Teaching Lean Principles in an Assembly Environment. In International Conference on Flexible Automation and Intelligent Manufacturing, pp. 271-283. Springer, Cham, 2023. DOI: 10.1007/978-3-031-18326-3_27.
Indexed on: ResearchGate, Google Scholar, Mendeley.
Metrics: Dimensions.
[C4] Fabio Marco Monetti, Andrea de Giorgio, Antonio Maffei. Conference paper (2022): Industrial transformation and assembly technology: context and research trends, Procedia CIRP 107, 1427-1432, 2022. DOI: 10.1016/j.procir.2022.05.169.
Indexed on: ResearchGate, Google Scholar, Scopus, Mendeley.
Metrics: Dimensions
[C3] Fabio Marco Monetti, Andrea de Giorgio, Haisheng Yu, Antonio Maffei, Mario Romero. Conference paper (2022): An experimental study of the impact of virtual reality training on manufacturing operators on industrial robotic tasks, Procedia CIRP 106, 33-38, 2022. DOI: 10.1016/j.procir.2022.02.151.
Indexed on: ResearchGate, Google Scholar, Scopus, Mendeley.
Metrics: PlumX Metrics, Dimensions
[C2] Andrea de Giorgio, Magnus Lundgren, Lihui Wang. Conference paper (2020): Procedural knowledge and function blocks for smart process planning, Procedia Manufacturing 48, 1079-1087, 2020. DOI: 10.1016/j.promfg.2020.05.148.
Indexed on: ResearchGate, Mendeley, Google Scholar, Scopus, Zenodo.
Metrics: PlumX Metrics, Scopus Metrics, Altmetric.
[C1] Andrea de Giorgio, Mario Romero, Mauro Onori, Lihui Wang. Conference paper (2017): Human-machine Collaboration in Virtual Reality for Adaptive Production Engineering, Procedia Manufacturing, Volume 11, 1279-1287, 2017. Keywords: Virtual Reality; Augmented Reality; Unity Game Engine; Human-Robot Collaboration; Industry 4.0; Robotics; Adaptive Production. DOI: 10.1016/j.promfg.2017.07.255.
Indexed on: ResearchGate, Mendeley, Google Scholar, Scopus, Web of Science, Zenodo.
Metrics: PlumX Metrics, Scopus Metrics, Altmetric, Dimensions.
[B1] Diego Brasioli, Laura Guercio, Giovanna Gnerre Landini, Andrea de Giorgio. Edited book (2025): The Routledge Handbook of Artificial Intelligence and International Relations. Routledge, April 2025. DOI: 10.4324/9781003518495.
Indexed on: ResearchGate, Google Scholar.
Metrics: Dimensions
[D3] Andrea de Giorgio. Chapter in book (2025): From Entropy to International Relations: How Research into Artificial Intelligence Is Improving the World. In The Routledge Handbook of Artificial Intelligence and International Relations (pp. 5-18). Routledge. DOI: 10.4324/9781003518495-3.
Indexed on: ResearchGate, Google Scholar.
[D2] Diego Brasioli, Laura Guercio, Giovanna Gnerre Landini, Andrea de Giorgio. Chapter in book (2025): Introduction: The Transformative Impact of Artificial Intelligence on Our World. In The Routledge Handbook of Artificial Intelligence and International Relations (pp. 1-2). Routledge. DOI: 10.4324/9781003518495-1.
Indexed on: ResearchGate, Google Scholar.
[D1] Andrea de Giorgio, Sarah Ouakim. Chapter in book (2019): Preface to Guglielmo Marconi and Enrico Fermi: Two Nobel Prizes seen by the Rotarian Nello Carrara. Amazon, pp. v-vi.
Indexed on: ResearchGate.
[T3] Andrea de Giorgio. Thesis (2021): Introducing a procedural knowledge model for enhancing industrial process adaptiveness, 2021, KTH, Royal Institute of Technology. DOI: 10.13140/RG.2.2.20678.60485.
Indexed on: ResearchGate, Google Scholar.
Metrics: none.
[T2] Andrea de Giorgio. Thesis (2015): A study on the similarities of Deep Belief Networks and Stacked Autoencoders, 2015, KTH, Royal Institute of Technology. DOI: 10.13140/RG.2.1.3502.8883.
Indexed on: ResearchGate, Mendeley, Google Scholar, Zenodo.
Metrics: PlumX Metrics.
[T1] Andrea de Giorgio. Thesis (2013): Apprendimento e Codifica Neurale di Comportamenti Multipli, 2013, Università degli Studi di Napoli Federico II. DOI: 10.13140/RG.2.1.1348.2720.
Indexed on: ResearchGate, Mendeley, Google Scholar, Zenodo.
Metrics: PlumX Metrics.
[R3] Wei Ji, Hongyi Liu, Lihui Wang, Andrea de Giorgio. Technical report (2018): Deliverable 3.4: Minimum programming interface tool. EU project COROMA (Cognitively enhanced robot for flexible manufacturing of metal and composite parts).
[R2] Andrea de Giorgio, Hongyi Liu, Yuquan Wang, Lihui Wang. Technical report (2018): Deliverable 3.2: Safety at all times system. EU project COROMA (Cognitively enhanced robot for flexible manufacturing of metal and composite parts).
[R1] Andrea de Giorgio, Lihui Wang, Abdullah Mohammed. Technical report (2016): Deliverable 2.2: Energy efficient robot trajectory planning. EU project SYMBIO-TIC (Symbiotic Human Robot Collaborative Assembly: Technologies, Innovations and Competitiveness).