@articleDieter_Caron_Schryen_2023, title=Integrating driver behavior into last-mile delivery routing: Combining machine learning and optimization in a hybrid decision support framework, volume=311, DOI=https://doi.org/10.1016/j.ejor.2023.04.043, number=1, journal=European Journal of Operational Research (EJOR), author=Dieter, Peter and Caron, Matthew and Schryen, Guido, year=2023, pages=283–300 
LibreCat: /record/44383
DOI: https://doi.org/10.1016/j.ejor.2023.04.043

@inproceedingsHalimeh_Caron_Müller_2023, title=Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features, booktitle=Hawaii International Conference on System Sciences, author=Halimeh, Haya and Caron, Matthew and Müller, Oliver, year=2023 
LibreCat: /record/45270

@inproceedingsReimann_Caron_2023, title=Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach, booktitle=Wirtschaftsinformatik, author=Reimann, Raphael and Caron, Matthew, year=2023 
LibreCat: /record/50437

@inproceedingsCaron_Bartelheimer_Müller_2022, place=Minneapolis, USA, title=Towards a Reliable &; Transparent Approach to Data-Driven Brand Valuation, booktitle=Proceeding of the 28th Americas Conference on Information Systems (AMCIS), author=Caron, Matthew and Bartelheimer, Christian and Müller, Oliver, year=2022 
LibreCat: /record/41486

@inproceedingsCaron_2022, title=Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift, DOI=10.1109/bigdata55660.2022.10020933, booktitle=2022 IEEE International Conference on Big Data (Big Data), publisher=IEEE, author=Caron, Matthew, year=2022 
LibreCat: /record/42631
DOI: 10.1109/bigdata55660.2022.10020933

@inproceedingsCaron_Bäumer_Müller_2022, title=Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models, booktitle=55th Hawaii International Conference on System Sciences (HICSS), author=Caron, Matthew and Bäumer, Frederik S. and Müller, Oliver, year=2022 
LibreCat: /record/25113

@inproceedingsMüller_Caron_Döring_Heuwinkel_Baumeister, title=PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data, booktitle=8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), author=Müller, Oliver and Caron, Matthew and Döring, Michael and Heuwinkel, Tim and Baumeister, Jochen 
LibreCat: /record/24547

@inproceedingsCaron_Gulenko_Müller_2021, title=To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock, booktitle=42nd International Conference on Information Systems (ICIS 2021), author=Caron, Matthew and Gulenko, Maryna and Müller, Oliver, year=2021 
LibreCat: /record/25029

@inproceedingsCaron_Müller_2020, title=Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility, DOI=10.1109/BigData50022.2020.9378134, booktitle=2020 IEEE International Conference on Big Data (Big Data), author=Caron, Matthew and Müller, Oliver, year=2020, pages=4383–4391 
LibreCat: /record/21563
DOI: 10.1109/BigData50022.2020.9378134