Dieter, P., Caron, M., &; Schryen, G. (2023). Integrating driver behavior into last-mile delivery routing: Combining machine learning and optimization in a hybrid decision support framework. European Journal of Operational Research (EJOR), 311(1), 283–300.https://doi.org/10.1016/j.ejor.2023.04.043 
LibreCat: /record/44383
DOI: https://doi.org/10.1016/j.ejor.2023.04.043

Halimeh, H., Caron, M., &; Müller, O. (2023). Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. Hawaii International Conference on System Sciences. Hawaii International Conference on System Sciences.
LibreCat: /record/45270

Reimann, R., &; Caron, M. (2023). Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. Wirtschaftsinformatik. Wirtschaftsinformatik, Paderborn, Germany.
LibreCat: /record/50437

Caron, M., Bartelheimer, C., &; Müller, O. (2022). Towards a Reliable &; Transparent Approach to Data-Driven Brand Valuation. Proceeding of the 28th Americas Conference on Information Systems (AMCIS). 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA.
LibreCat: /record/41486

Caron, M. (2022). Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift. 2022 IEEE International Conference on Big Data (Big Data). 2022 IEEE International Conference on Big Data (Big Data), Osaka, Japan.https://doi.org/10.1109/bigdata55660.2022.10020933 
LibreCat: /record/42631
DOI: 10.1109/bigdata55660.2022.10020933

Caron, M., Bäumer, F. S., &; Müller, O. (2022). Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models. 55th Hawaii International Conference on System Sciences (HICSS). 55th Hawaii International Conference on System Sciences (HICSS), Online.
LibreCat: /record/25113

Müller, O., Caron, M., Döring, M., Heuwinkel, T., &; Baumeister, J. (n.d.). PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data. 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021). European Conference on Machine Learning and Principles and Practice of Knowledge Discovery (ECML PKDD 2021), Online.
LibreCat: /record/24547

Caron, M., Gulenko, M., &; Müller, O. (2021). To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock. 42nd International Conference on Information Systems (ICIS 2021). 42nd International Conference on Information Systems (ICIS 2021), Austin, Texas.
LibreCat: /record/25029

Caron, M., &; Müller, O. (2020). Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility. 2020 IEEE International Conference on Big Data (Big Data), 4383–4391.https://doi.org/10.1109/BigData50022.2020.9378134 
LibreCat: /record/21563
DOI: 10.1109/BigData50022.2020.9378134