Publikationen

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Lotfy Abdel Kaliq; Sabine Janzen; Wolfgang Maaß
Unleashing the Unpredictable: Generating Context-Driven Synthetic Black Swans
In: Proceedings of Forty-Fifth International Conference on Information Systems. International Conference on Information Systems (ICIS-2024), December 15-18, Bangkok, Thailand, 12/2024.
Prajvi Saxena; Sabine Janzen; Wolfgang Maaß
Adaptive Knowledge Distillation for Efficient Domain-Specific Language Models.
In: Women in Machine Learning Workshop (WiML 2024) at NeurIPS. Neural Information Processing Systems (NeurIPS-2024), 19th Women in Machine Learning Workshop (WiML 2024), December 10-15, Vancouver, British Columbia, Canada, Women in Machine Learning Workshop (WiML 2024), 12/2024.
Cicy Agnes; Wolfgang Maaß
From Stateless to Adaptive: Dynamic Personalization for Conversational Language Models
In: Women in Machine Learning Workshop (WiML 2024) at NeurIPS. Neural Information Processing Systems (NeurIPS-2024), Thirty-eighth Annual Conference on Neural Information Processing Systems, December 9-15, Vancouver, British Columbia, Canada, Women in Machine Learning Workshop (WiML 2024), 12/2024.
Sabine Janzen; Hannah Stein; Sebastian Baer
GRASPER: Leveraging Knowledge Graphs for Predictive Supply Chain Analytics
In: Proceedings of International Workshop on AI Services and Applications (AISA’2024) at 43th International Conference on Conceptual Modeling (ER). International Conference on Conceptual Modeling (ER-2024), October 28-31, Pittsburgh, USA, 10/2024.
Sabine Janzen; Hannah Stein
Beyond One-Fits-All: A Case Study Approach to AI System Design Methods
In: Proceedings of International Workshop on AI Services and Applications (AISA’2024) at 43th International Conference on Conceptual Modeling (ER). International Conference on Conceptual Modeling (ER-2024), October 28-31, Pittsburgh, USA, 10/2024.
Lotfy Abdel Khaliq; Sabine Janzen; Wolfgang Maaß
REAVER: Real-time Earthquake Prediction with Attention-based Sliding-Window Spectrograms
In: International Joint Conference on Artificial Intelligence 2024. International Joint Conference on Artificial Intelligence (IJCAI-2024), 33rd International Joint Conference on Artificial Intelligence, August 3-9, Jeju, Korea, Republic of, International Joint Conference on Artificial Intelligence, 8/2024.
Prajvi Saxena; Sabine Janzen; Wolfgang Maaß
Newspaper Signaling for Crisis Prediction
In: 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics. Meeting of the North American Chapter of the Association for Computational Linguistics (NAACL-2024), 2024 Annual Conference of the North American Chapter of the Association for Computational Linguistics: System Demonstrations, located at NAACL 2024, June 16-21, Mexico City, Mexico, Association for Computational Linguistics, 6/2024.
Sabine Janzen; Natalie Gdanitz; Merlit Kirchhöfer; Tobias Spanke; Wolfgang Maaß
From Data to Action: A Graph-Based Approach for Decision Support in Civil Protection Operations Planning
In: Proceeding of the 21st Annual Global Conference on Information Systems for Crisis Response and Management. International Conference on Information Systems for Crisis Response and Management (ISCRAM-2024), ISCRAM, 5/2024.
Sabine Janzen; Prajvi Saxena; Sebastian Baer; Wolfgang Maaß
'Listening In': Social Signal Detection for Crisis Prediction
In: Conference Proceedings. Hawaii International Conference on System Sciences (HICSS), USA, HICSS, 1/2024.
Hannah Stein; Sabine Janzen; Benedikt Haida; Wolfgang Maaß
Digital Resilience in Flux: A Comparative Analysis in Manufacturing Pre- and Post-Crisis
In: Hawaii International Conference on System Sciences 2024. Hawaii International Conference on System Sciences (HICSS-2024), USA, HICSS, 1/2024.