Matthew Caron

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

9 Publications

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[9]
2023 | Conference Paper | LibreCat-ID: 45270 | OA
Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features
H. Halimeh, M. Caron, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
LibreCat | Files available | Download (ext.)
 
[8]
2023 | Conference Paper | LibreCat-ID: 50437
Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach
R. Reimann, M. Caron, in: Wirtschaftsinformatik, 2023.
LibreCat | Download (ext.)
 
[7]
2023 | Journal Article | LibreCat-ID: 44383 | OA
Integrating driver behavior into last-mile delivery routing: Combining machine learning and optimization in a hybrid decision support framework
P. Dieter, M. Caron, G. Schryen, European Journal of Operational Research (EJOR) 311 (2023) 283–300.
LibreCat | Files available | DOI
 
[6]
2022 | Conference Paper | LibreCat-ID: 42631
Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift
M. Caron, in: 2022 IEEE International Conference on Big Data (Big Data), IEEE, 2022.
LibreCat | DOI | Download (ext.)
 
[5]
2022 | Conference Paper | LibreCat-ID: 25113
Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models
M. Caron, F.S. Bäumer, O. Müller, in: 55th Hawaii International Conference on System Sciences (HICSS), 2022.
LibreCat | Download (ext.)
 
[4]
2022 | Conference Paper | LibreCat-ID: 41486
Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation
M. Caron, C. Bartelheimer, O. Müller, in: Proceeding of the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA, 2022.
LibreCat | Download (ext.)
 
[3]
2021 | Conference Paper | LibreCat-ID: 24547
PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data
O. Müller, M. Caron, M. Döring, T. Heuwinkel, J. Baumeister, in: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.
LibreCat | Download (ext.)
 
[2]
2021 | Conference Paper | LibreCat-ID: 25029
To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock
M. Caron, M. Gulenko, O. Müller, in: 42nd International Conference on Information Systems (ICIS 2021), 2021.
LibreCat | Download (ext.)
 
[1]
2020 | Conference Paper | LibreCat-ID: 21563
Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility
M. Caron, O. Müller, in: 2020 IEEE International Conference on Big Data (Big Data), 2020, pp. 4383–4391.
LibreCat | DOI | Download (ext.)
 
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9 Publications

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[9]
2023 | Conference Paper | LibreCat-ID: 45270 | OA
Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features
H. Halimeh, M. Caron, O. Müller, in: Hawaii International Conference on System Sciences, 2023.
LibreCat | Files available | Download (ext.)
 
[8]
2023 | Conference Paper | LibreCat-ID: 50437
Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach
R. Reimann, M. Caron, in: Wirtschaftsinformatik, 2023.
LibreCat | Download (ext.)
 
[7]
2023 | Journal Article | LibreCat-ID: 44383 | OA
Integrating driver behavior into last-mile delivery routing: Combining machine learning and optimization in a hybrid decision support framework
P. Dieter, M. Caron, G. Schryen, European Journal of Operational Research (EJOR) 311 (2023) 283–300.
LibreCat | Files available | DOI
 
[6]
2022 | Conference Paper | LibreCat-ID: 42631
Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift
M. Caron, in: 2022 IEEE International Conference on Big Data (Big Data), IEEE, 2022.
LibreCat | DOI | Download (ext.)
 
[5]
2022 | Conference Paper | LibreCat-ID: 25113
Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models
M. Caron, F.S. Bäumer, O. Müller, in: 55th Hawaii International Conference on System Sciences (HICSS), 2022.
LibreCat | Download (ext.)
 
[4]
2022 | Conference Paper | LibreCat-ID: 41486
Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation
M. Caron, C. Bartelheimer, O. Müller, in: Proceeding of the 28th Americas Conference on Information Systems (AMCIS), Minneapolis, USA, 2022.
LibreCat | Download (ext.)
 
[3]
2021 | Conference Paper | LibreCat-ID: 24547
PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball using Tracking Data
O. Müller, M. Caron, M. Döring, T. Heuwinkel, J. Baumeister, in: 8th Workshop on Machine Learning and Data Mining for Sports Analytics (ECML PKDD 2021), n.d.
LibreCat | Download (ext.)
 
[2]
2021 | Conference Paper | LibreCat-ID: 25029
To the Moon! Analyzing the Community of “Degenerates” Engaged in the Surge of the GME Stock
M. Caron, M. Gulenko, O. Müller, in: 42nd International Conference on Information Systems (ICIS 2021), 2021.
LibreCat | Download (ext.)
 
[1]
2020 | Conference Paper | LibreCat-ID: 21563
Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility
M. Caron, O. Müller, in: 2020 IEEE International Conference on Big Data (Big Data), 2020, pp. 4383–4391.
LibreCat | DOI | Download (ext.)
 
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