| Prottrans: Toward understanding the language of life through self-supervised learning A Elnaggar, M Heinzinger, C Dallago, G Rehawi, Y Wang, L Jones, ... IEEE transactions on pattern analysis and machine intelligence 44 (10), 7112 …, 2021 | 1803 | 2021 |
| Modeling aspects of the language of life through transfer-learning protein sequences M Heinzinger, A Elnaggar, Y Wang, C Dallago, D Nechaev, F Matthes, ... BMC bioinformatics 20, 1-17, 2019 | 590 | 2019 |
| ProtTrans: Towards cracking the language of Life’s code through self-supervised deep learning and high performance computing. arXiv 2020 A Elnaggar, M Heinzinger, C Dallago, G Rihawi, Y Wang, L Jones, ... arXiv preprint arXiv:2007.06225, 2007 | 122 | 2007 |
| Ankh: Optimized protein language model unlocks general-purpose modelling A Elnaggar, H Essam, W Salah-Eldin, W Moustafa, M Elkerdawy, ... arXiv preprint arXiv:2301.06568, 2023 | 109 | 2023 |
| Codetrans: Towards cracking the language of silicon's code through self-supervised deep learning and high performance computing A Elnaggar, W Ding, L Jones, T Gibbs, T Feher, C Angerer, S Severini, ... arXiv preprint arXiv:2104.02443, 2021 | 81 | 2021 |
| Multi-task deep learning for legal document translation, summarization and multi-label classification A Elnaggar, C Gebendorfer, I Glaser, F Matthes Proceedings of the 2018 Artificial Intelligence and Cloud Computing …, 2018 | 37 | 2018 |
| Digitizing the hand rehabilitation using serious games methodology with user-centered design approach A Elnaggar, D Reichardt 2016 International Conference on Computational Science and Computational …, 2016 | 31 | 2016 |
| A comparative study of game tree searching methods AA Elnaggar, M Gadallah, MA Aziem, H El-Deeb International Journal of Advanced Computer Science and Applications 5 (5), 68-77, 2014 | 26 | 2014 |
| Deep Learning for Named-Entity Linking with Transfer Learning for Legal Documents A Elnaggar, R Otto, F Matthes Proceedings of the 2018 Artificial Intelligence and Cloud Computing …, 2018 | 23* | 2018 |
| Development of a virtual coach scenario for hand therapy using LEAP motion M Sourial, A Elnaggar, D Reichardt 2016 Future Technologies Conference (FTC), 1071-1078, 2016 | 20 | 2016 |
| Stop illegal comments: A multi-task deep learning approach A Elnaggar, B Waltl, I Glaser, J Landthaler, E Scepankova, F Matthes Proceedings of the 2018 artificial intelligence and cloud computing …, 2018 | 19 | 2018 |
| Gamified virtual reality driving simulator for asserting driving behaviors A Ali, A Elnaggarz, D Reichardtz, S Abdennadher 2016 1st International Conference on Game, Game Art, and Gamification …, 2016 | 17 | 2016 |
| End-to-end multitask learning, from protein language to protein features without alignments A Elnaggar, M Heinzinger, C Dallago, B Rost bioRxiv, 864405, 2019 | 16 | 2019 |
| Enhanced parallel NegaMax tree search algorithm on GPU AA Elnaggar, M Gadallah, MA Aziem, H El-Deeb 2014 IEEE International Conference on Progress in Informatics and Computing …, 2014 | 9 | 2014 |
| A machine learning based approach to application landscape documentation J Landthaler, Ö Uludağ, G Bondel, A Elnaggar, S Nair, F Matthes The Practice of Enterprise Modeling: 11th IFIP WG 8.1. Working Conference …, 2018 | 8 | 2018 |
| Autonomous checkers robot using enhanced massive parallel game tree search AA Elnaggar, M Gadallah, MA Aziem, H Aldeeb 2014 9th International Conference on Informatics and Systems, PDC-35-PDC-44, 2014 | 6 | 2014 |
| Analyzing hand therapy success in a web-based therapy system A Elnaggar, D Reichardt Mensch und Computer 2016–Workshopband, 10.18420/muc2016-ws05-0000, 2016 | 4 | 2016 |
| Exploring interactive teaching of a multi-modal emotional expression of a humanoid robot M Anis, A Elnaggar, D Reichardt 2016 Future Technologies Conference (FTC), 908-915, 2016 | 2 | 2016 |
| A Survey of Game Tree Searching Methods AA Elnaggar, M Gadallah, MA Aziem, H El-Deeb International Journal of Computer Applications 975, 8887, 1975 | 2 | 1975 |
| Automated employee objective matching using pre-trained word embeddings M Ghanem, A Elnaggar, A Mckinnon, C Debes, O Boisard, F Matthes 2021 IEEE 25th International Enterprise Distributed Object Computing …, 2021 | 1 | 2021 |
Burkhard RostProfessor of Computer Science, Technical University MunichAdresse e-mail validée de tum.de