9 Publications
2023 | Journal Article | LibreCat-ID: 44383 | 
Dieter, Peter, et al. “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), vol. 311, no. 1, 2023, pp. 283–300, doi:https://doi.org/10.1016/j.ejor.2023.04.043.
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2023 | Conference Paper | LibreCat-ID: 45270 |
Halimeh, Haya, et al. “Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features.” Hawaii International Conference on System Sciences, 2023.
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2023 | Conference Paper | LibreCat-ID: 50437
Reimann, Raphael, and Matthew Caron. “Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach.” Wirtschaftsinformatik, 2023.
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2022 | Conference Paper | LibreCat-ID: 41486
Caron, Matthew, et al. “Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation.” Proceeding of the 28th Americas Conference on Information Systems (AMCIS), 2022.
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2022 | Conference Paper | LibreCat-ID: 42631
Caron, Matthew. “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), IEEE, 2022, doi:10.1109/bigdata55660.2022.10020933.
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2022 | Conference Paper | LibreCat-ID: 25113
Caron, Matthew, et al. “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models.” 55th Hawaii International Conference on System Sciences (HICSS), 2022.
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2021 | Conference Paper | LibreCat-ID: 24547
Müller, Oliver, et al. “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).
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2021 | Conference Paper | LibreCat-ID: 25029
Caron, Matthew, et al. “To the Moon! Analyzing the Community of ‘Degenerates’ Engaged in the Surge of the GME Stock.” 42nd International Conference on Information Systems (ICIS 2021), 2021.
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2020 | Conference Paper | LibreCat-ID: 21563
Caron, Matthew, and Oliver Müller. “Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility.” 2020 IEEE International Conference on Big Data (Big Data), 2020, pp. 4383–91, doi:10.1109/BigData50022.2020.9378134.
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9 Publications
2023 | Journal Article | LibreCat-ID: 44383 |
Dieter, Peter, et al. “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), vol. 311, no. 1, 2023, pp. 283–300, doi:https://doi.org/10.1016/j.ejor.2023.04.043.
LibreCat
| Files available
| DOI
2023 | Conference Paper | LibreCat-ID: 45270 |
Halimeh, Haya, et al. “Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features.” Hawaii International Conference on System Sciences, 2023.
LibreCat
| Files available
| Download (ext.)
2023 | Conference Paper | LibreCat-ID: 50437
Reimann, Raphael, and Matthew Caron. “Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach.” Wirtschaftsinformatik, 2023.
LibreCat
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 41486
Caron, Matthew, et al. “Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation.” Proceeding of the 28th Americas Conference on Information Systems (AMCIS), 2022.
LibreCat
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 42631
Caron, Matthew. “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), IEEE, 2022, doi:10.1109/bigdata55660.2022.10020933.
LibreCat
| DOI
| Download (ext.)
2022 | Conference Paper | LibreCat-ID: 25113
Caron, Matthew, et al. “Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models.” 55th Hawaii International Conference on System Sciences (HICSS), 2022.
LibreCat
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 24547
Müller, Oliver, et al. “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).
LibreCat
| Download (ext.)
2021 | Conference Paper | LibreCat-ID: 25029
Caron, Matthew, et al. “To the Moon! Analyzing the Community of ‘Degenerates’ Engaged in the Surge of the GME Stock.” 42nd International Conference on Information Systems (ICIS 2021), 2021.
LibreCat
| Download (ext.)
2020 | Conference Paper | LibreCat-ID: 21563
Caron, Matthew, and Oliver Müller. “Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility.” 2020 IEEE International Conference on Big Data (Big Data), 2020, pp. 4383–91, doi:10.1109/BigData50022.2020.9378134.
LibreCat
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| Download (ext.)