Rapid relevance classification of social media posts in disasters and emergencies: A system and evaluation featuring active, incremental and online learning MA Kaufhold, M Bayer, C Reuter Information Processing & Management 57 (1), 102132, 2020 | 84 | 2020 |
A survey on data augmentation for text classification M Bayer, MA Kaufhold, C Reuter ACM Computing Surveys, 2022 | 60 | 2022 |
Data augmentation in natural language processing: a novel text generation approach for long and short text classifiers M Bayer, MA Kaufhold, B Buchhold, M Keller, J Dallmeyer, C Reuter International journal of machine learning and cybernetics, 1-16, 2022 | 17 | 2022 |
Resiliente Digitalisierung der kritischen Infrastruktur Landwirtschaft-mobil, dezentral, ausfallsicher C Reuter, W Schneider, D Eberz, M Bayer, D Hartung, C Kaygusuz Mensch und Computer 2018-Workshopband, 2018 | 14 | 2018 |
Cysecalert: An alert generation system for cyber security events using open source intelligence data T Riebe, T Wirth, M Bayer, P Kühn, MA Kaufhold, V Knauthe, S Guthe, ... Information and Communications Security: 23rd International Conference …, 2021 | 9 | 2021 |
Ovana: An approach to analyze and improve the information quality of vulnerability databases P Kuehn, M Bayer, M Wendelborn, C Reuter Proceedings of the 16th International Conference on Availability …, 2021 | 8 | 2021 |
CYWARN: Strategy and technology development for cross-platform cyber situational awareness and actor-specific cyber threat communication MA Kaufhold, J Fromm, T Riebe, M Mirbabaie, P Kühn, AS Basyurt, ... Mensch und Computer 2021-Workshopband, 2021 | 5 | 2021 |
Information overload in crisis management: Bilingual evaluation of embedding models for clustering social media posts in emergencies M Bayer, MA Kaufhold, C Reuter AIS, 2021 | 4 | 2021 |
CySecBERT: A Domain-Adapted Language Model for the Cybersecurity Domain M Bayer, P Kuehn, R Shanehsaz, C Reuter arXiv preprint arXiv:2212.02974, 2022 | 1 | 2022 |
Multi-Level Fine-Tuning, Data Augmentation, and Few-Shot Learning for Specialized Cyber Threat Intelligence M Bayer, T Frey, C Reuter arXiv preprint arXiv:2207.11076, 2022 | 1 | 2022 |
Design and Evaluation of Deep Learning Models for Real-Time Credibility Assessment in Twitter MA Kaufhold, M Bayer, D Hartung, C Reuter Artificial Neural Networks and Machine Learning–ICANN 2021: 30th …, 2021 | | 2021 |