Matthew Caron

Publication Activity (10 Years)

Years Active: 2018-2023
Publications (10 Years): 10

Top Topics

Machine Learning

Classification Models

Decision Support

Software Requirements

Top Venues

Publications

Haya Halimeh, Matthew Caron, Oliver Müller
Early Depression Detection with Transformer Models: Analyzing the Relationship between Linguistic and Psychology-Based Features. HICSS (2023)
Raphael Reimann, Matthew Caron
Analyzing the Needs of Ukrainian Refugees on Telegram in Real-Time: A Machine Learning Approach. Wirtschaftsinformatik (2023)
Peter Dieter, Matthew Caron, Guido Schryen
Integrating driver behavior into last-mile delivery routing: Combining machine learning and optimization in a hybrid decision support framework. Eur. J. Oper. Res. 311 (1) (2023)
Matthew Caron
Shortcut Learning in Financial Text Mining: Exposing the Overly Optimistic Performance Estimates of Text Classification Models under Distribution Shift. Big Data (2022)
Matthew Caron, Frederik Simon Bäumer, Oliver Müller
Towards Automated Moderation: Enabling Toxic Language Detection with Transfer Learning and Attention-Based Models. HICSS (2022)
Matthew Caron, Christian Bartelheimer, Oliver Müller
Towards a Reliable & Transparent Approach to Data-Driven Brand Valuation. AMCIS (2022)
Oliver Müller, Matthew Caron, Michael Döring, Tim Heuwinkel, Jochen Baumeister
PIVOT: A Parsimonious End-to-End Learning Framework for Valuing Player Actions in Handball Using Tracking Data. MLSA@PKDD/ECML (2021)
Matthew Caron, Maryna Gulenko, Oliver Müller
To the Moon! Analyzing the Community of "Degenerates" Engaged in the Surge of the GME Stock. ICIS (2021)
Matthew Caron, Oliver Müller
Hardening Soft Information: A Transformer-Based Approach to Forecasting Stock Return Volatility. IEEE BigData (2020)
Matthew Caron, Frederik Simon Bäumer, Michaela Geierhos
Back to Basics: Extracting Software Requirements with a Syntactic Approach. REFSQ Workshops (2018)