| The state-of-the-art on Intellectual Property Analytics (IPA): A literature review on artificial intelligence, machine learning and deep learning methods for analysing … L Aristodemou, F Tietze World Patent Information 55 (December 2018), 37-51, 2018 | 286 | 2018 |
| Crisis-Critical Intellectual Property: Findings From the COVID-19 Pandemic F Tietze, P Vimalnath, L Aristodemou, J Molloy IEEE Transactions on Engineering Management, 2020 | 81 | 2020 |
| Citations as a measure of technological impact: a review of forward citation-based measures L Aristodemou, F Tietze World Patent Information 53, 39-44, 2018 | 81 | 2018 |
| Exploring the Future of Patent Analytics: A Technology Roadmapping approach L Aristodemou, F Tietze, N Athanassopoulou, T Minshall Centre for Technology Management Working Paper Series 201711 (5), 2017 | 34* | 2017 |
| World Corporate Top R&D Investors: Paving the way for Climate Neutrality S Amoroso, L Aristodemou, C Criscuolo, A Dechezleprêtre, H Dernis, ... Publications Office of the European Union, EUJRC-OECD Joint Report, 2021 | 25* | 2021 |
| Stage Gate Decision making: a scoping review of Technology Strategic Selection Criteria for Early Stage Projects L Aristodemou, F Tietze, M Shaw IEEE Engineering Management Review 48 (2), 118-135, 2020 | 24 | 2020 |
| A Literature Review on Technology Development Process (TDP) Models L Aristodemou, F Tietze, E O'Leary, M Shaw Centre for Technology Management Working Paper Series 201901 (6), 2019 | 20 | 2019 |
| Identifying Valuable Patents: A Deep Learning Approach L Aristodemou University of Cambridge, 2020 | 16 | 2020 |
| A novel method for visually mapping intellectual property risks and uncertainties in evolving innovation ecosystems: A design science research approach for the COVID-19 pandemic A Moerchel, F Tietze, L Aristodemou, P Vimalnath IEEE Transactions on Engineering Management 71, 2462-2474, 2022 | 13 | 2022 |
| Technology Strategic Decision Making (SDM): an overview of decision theories, processes and methods L Aristodemou, F Tietze Centre for Technology Management Working Paper Series 201901 (5), 2019 | 7 | 2019 |
| Identifying crisis-critical intellectual property challenges during the Covid-19 pandemic A Moerchel, F Tietze, L Aristodemou, P Vimalnath Academy of Management Proceedings 2021 (1), 15224, 2021 | 5* | 2021 |
| Predicting wine prices based on the weather: Bordeaux vineyards in a changing climate A Roucher, L Aristodemou, F Tietze Frontiers of Environmental Science 10, 2022 | 4 | 2022 |
| Measuring governments’ R&D funding response to COVID-19: An application of the OECD Fundstat infrastructure to the analysis of R&D directionality L Aristodemou, F Galindo-Rueda, K Matsumoto, A Murakami OECD Science, Technology and Industry Working Papers 2023 (06), 68, 2023 | 3* | 2023 |
| Investigation of deep learning architectures and features for adversarial machine learning attacks in modulation classifications M Aristodemou, S Lambotharan, G Zheng, L Aristodemou 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop …, 2022 | 3 | 2022 |
| Identifying Crisis-Critical Intellectual Property Challenges during the Covid-19 Pandemic: A scenario analysis and conceptual extrapolation of innovation ecosystem dynamics … A Moerchel, F Tietze, L Aristodemou, P Vimalnath Centre for Technology Management Working Paper series 202010 (1), 2020 | 3 | 2020 |
| Engineering Management S Liu, W Bauer, S Schimpf, RD Raut, A Gotmare, BE Narkhede, ... | 3 | 2017 |
| Disruptive technologies: characteristics and early identification, using machine learning and text mining from patent data X Li, L Aristodemou, F Tietze, Y Jeong R&D Management Conference 2020, University of Strathclyde, Glasgow, Scotland …, 2020 | 2 | 2020 |
| Exploring disruptive innovation opportunity using patent analysis and deep learning Y Jeong, L Aristodemou, F Tietze R&D Management Conference 2019, Paris, L' École Polytechnique & HEC Paris …, 2019 | 2* | 2019 |
| Chinese innovation system stakeholders’ perception of the importance and use of IP: Lessons from a field trip F Tietze, A Tang, L Aristodemou, M Elsen Centre for Technology Management Working Paper series, 2021 | 1 | 2021 |
| What the United States (US) Intellectual Property (IP) waiver announcement tells us about patent values: A patent premium perspective on Covid-19 vaccine patents F Tietze, L Aristodemou Centre for Technology Management Working Paper series 202105 (1), 2021 | 1 | 2021 |
Frank TietzeProfessor of Innovation Engineering, University of Cambridge, Institute for ManufacturingVerified email at eng.cam.ac.uk