9 Publications
2023 | Journal Article | LibreCat-ID: 44383 | 
Dieter P, Caron M, Schryen G. 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). 2023;311(1):283-300. doi:https://doi.org/10.1016/j.ejor.2023.04.043
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2023 | Conference Paper | LibreCat-ID: 45270 |
Halimeh H, Caron M, Müller O. Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. In: Hawaii International Conference on System Sciences. ; 2023.
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2023 | Conference Paper | LibreCat-ID: 50437
Reimann R, Caron M. Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. In: Wirtschaftsinformatik. ; 2023.
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2022 | Conference Paper | LibreCat-ID: 41486
Caron M, Bartelheimer C, Müller O. Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation. In: Proceeding of the 28th Americas Conference on Information Systems (AMCIS). ; 2022.
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2022 | Conference Paper | LibreCat-ID: 42631
Caron M. Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift. In: 2022 IEEE International Conference on Big Data (Big Data). IEEE; 2022. doi:10.1109/bigdata55660.2022.10020933
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2022 | Conference Paper | LibreCat-ID: 25113
Caron M, Bäumer FS, Müller O. Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models. In: 55th Hawaii International Conference on System Sciences (HICSS). ; 2022.
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2021 | Conference Paper | LibreCat-ID: 24547
Müller O, Caron M, Döring M, Heuwinkel T, Baumeister J. PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data. In: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021).
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2021 | Conference Paper | LibreCat-ID: 25029
Caron M, Gulenko M, Müller O. To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock. In: 42nd International Conference on Information Systems (ICIS 2021). ; 2021.
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2020 | Conference Paper | LibreCat-ID: 21563
Caron M, Müller O. Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility. In: 2020 IEEE International Conference on Big Data (Big Data). ; 2020:4383-4391. doi:10.1109/BigData50022.2020.9378134
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9 Publications
2023 | Journal Article | LibreCat-ID: 44383 |
Dieter P, Caron M, Schryen G. 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). 2023;311(1):283-300. doi:https://doi.org/10.1016/j.ejor.2023.04.043
LibreCat
| Files available
| DOI
2023 | Conference Paper | LibreCat-ID: 45270 |
Halimeh H, Caron M, Müller O. Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. In: Hawaii International Conference on System Sciences. ; 2023.
LibreCat
| Files available
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 50437
Reimann R, Caron M. Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. In: Wirtschaftsinformatik. ; 2023.
LibreCat
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 41486
Caron M, Bartelheimer C, Müller O. Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation. In: Proceeding of the 28th Americas Conference on Information Systems (AMCIS). ; 2022.
LibreCat
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 42631
Caron M. Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift. In: 2022 IEEE International Conference on Big Data (Big Data). IEEE; 2022. doi:10.1109/bigdata55660.2022.10020933
LibreCat
| DOI
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 25113
Caron M, Bäumer FS, Müller O. Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models. In: 55th Hawaii International Conference on System Sciences (HICSS). ; 2022.
LibreCat
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 24547
Müller O, Caron M, Döring M, Heuwinkel T, Baumeister J. PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data. In: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021).
LibreCat
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 25029
Caron M, Gulenko M, Müller O. To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock. In: 42nd International Conference on Information Systems (ICIS 2021). ; 2021.
LibreCat
| Download (ext.)
2020 | Conference Paper | LibreCat-ID: 21563
Caron M, Müller O. Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility. In: 2020 IEEE International Conference on Big Data (Big Data). ; 2020:4383-4391. doi:10.1109/BigData50022.2020.9378134
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| DOI
| Download (ext.)