Matthew Caron

Wirtschaftsinformatik, insb. Data Analytics
matthew.caron@uni-paderborn.de
ID
60721

9 Publications

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[9]
2023 | Journal Article | LibreCat-ID: 44383 | OA
@article{Dieter_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 | Files available | DOI
 
[8]
2023 | Conference Paper | LibreCat-ID: 45270 | OA
@inproceedings{Halimeh_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 | Files available | Download (ext.)
 
[7]
2023 | Conference Paper | LibreCat-ID: 50437
@inproceedings{Reimann_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} }
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[6]
2022 | Conference Paper | LibreCat-ID: 41486
@inproceedings{Caron_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} }
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[5]
2022 | Conference Paper | LibreCat-ID: 42631
@inproceedings{Caron_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 | DOI | Download (ext.)
 
[4]
2022 | Conference Paper | LibreCat-ID: 25113
@inproceedings{Caron_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} }
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[3]
2021 | Conference Paper | LibreCat-ID: 24547
@inproceedings{Müller_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} }
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[2]
2021 | Conference Paper | LibreCat-ID: 25029
@inproceedings{Caron_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} }
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[1]
2020 | Conference Paper | LibreCat-ID: 21563
@inproceedings{Caron_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} }
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9 Publications

Mark all

[9]
2023 | Journal Article | LibreCat-ID: 44383 | OA
@article{Dieter_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 | Files available | DOI
 
[8]
2023 | Conference Paper | LibreCat-ID: 45270 | OA
@inproceedings{Halimeh_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 | Files available | Download (ext.)
 
[7]
2023 | Conference Paper | LibreCat-ID: 50437
@inproceedings{Reimann_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 | Download (ext.)
 
[6]
2022 | Conference Paper | LibreCat-ID: 41486
@inproceedings{Caron_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 | Download (ext.)
 
[5]
2022 | Conference Paper | LibreCat-ID: 42631
@inproceedings{Caron_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 | DOI | Download (ext.)
 
[4]
2022 | Conference Paper | LibreCat-ID: 25113
@inproceedings{Caron_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 | Download (ext.)
 
[3]
2021 | Conference Paper | LibreCat-ID: 24547
@inproceedings{Müller_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 | Download (ext.)
 
[2]
2021 | Conference Paper | LibreCat-ID: 25029
@inproceedings{Caron_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 | Download (ext.)
 
[1]
2020 | Conference Paper | LibreCat-ID: 21563
@inproceedings{Caron_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 | DOI | Download (ext.)
 
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