Übersicht zur Forschung Computer Vision, Natural Language Processing. Information Retrieval in forensic field, Text Mining, Knowledge&Topic Mining, Netzwerk Analysis
Leitung von FORMOBILE - From mobile phones to court - A complete FORensic Investigation chain targeting MOBILE devices gefördert von Europäische Union 2019 - 2022 Entwicklung einer Technologie zur automatisierten, computerforensischen Aufklärung von Urheber- und Verwertungsrechten bei Musikanstalten gefördert von Bundesministerium für Wirtschaft und Energie 2017 - 2019
ausgewählte Veröffentlichungen Journalartikel MoNA: A Forensic Analysis Platform for Mobile Communication. KI - Künstliche Intelligenz. 163-169. 2022 Music Event Detection Leveraging Feature Selection based on Ant Colony Optimization. International Journal on Advances in Intelligent Systems. 36-47. 2020 Konferenzpaper FoSIL at CheckThat! 2022: Using Human Behaviour-Based Optimization for Text Classification. CEUR Workshop Proceedings CLEF 2022 Working Notes. 584-594. 2022 Recommendation of Query Terms for Colloquial Texts in Forensic Text Analysis. INFORMATIK 2022. 35-47. 2022 A Concept for a Comprehensive Understanding of Communication in Mobile Forensics. Proceedings of the Tenth International Conference on Data Analytics. 74-76. 2021 FoSIL - Offensive language classification of German tweets combining SVMs and deep learning techniques. Proceedings of the 15th Conference on Natural Language Processing (KONVENS 2019). 382-386. 2019 Multi-Label Classification of Blurbs with SVM Classifier Chains. Proceedings of the 15th Conference on Natural Language Processing (KONVENS 2019). 293-299. 2019 CNN-Based Offensive Language Detection. Proceedings of the GermEval 2018 Workshop. Hrsg. Ruppenhofer, Josef. 125-129. 2018 Towards an Automated System for Music Event Detection. Proceedings 12th. International Conference on Advances in Semantic Processing (SEMAPRO). Hrsg. Lorenz, Pascal. 22-27. 2018