Matthew Caron

According to our database, Matthew Caron authored at least 10 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

Integrating driver behavior into last-mile delivery routing: Combining machine learning and optimization in a hybrid decision support framework.

Peter Dieter, Matthew Caron, Guido Schryen

Eur. J. Oper. Res., November, 2023

Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach.

Raphael Reimann, Matthew Caron

Proceedings of the Digital Responsibility: Social, 2023

Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features.

Haya Halimeh, Matthew Caron, Oliver Müller

Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

2022

Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models.

Matthew Caron, Frederik Simon Bäumer, Oliver Müller

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift.

Matthew Caron

Proceedings of the IEEE International Conference on Big Data, 2022

Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation.

Matthew Caron, Christian Bartelheimer, Oliver Müller

Proceedings of the 28th Americas Conference on Information Systems, 2022

2021

PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball Using Tracking Data.

Oliver Müller, Matthew Caron, Michael Döring, Tim Heuwinkel, Jochen Baumeister

Proceedings of the Machine Learning and Data Mining for Sports Analytics, 2021

To the Moon! Analyzing the Community of "Degenerates" Engaged in the Surge of the GME Stock.

Matthew Caron, Maryna Gulenko, Oliver Müller

Proceedings of the 42nd International Conference on Information Systems, 2021

2020

Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility.

Matthew Caron, Oliver Müller

Proceedings of the 2020 IEEE International Conference on Big Data (IEEE BigData 2020), 2020

2018

Back to Basics: Extracting Software Requirements with a Syntactic Approach.

Matthew Caron, Frederik Simon Bäumer, Michaela Geierhos

Proceedings of the Joint Proceedings of REFSQ-2018 Workshops, 2018