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Onderzoeker
Matthias Bogaert
Profiel
Projecten
Publicaties
Activiteiten
Prijzen & Erkenningen
41
Resultaten
2025
Customer experiences and coping behaviors during crisis situations : the role of service adaptation and service transformation
Bart Larivière
Lisa Schetgen
Matthias Bogaert
Dirk Van den Poel
A1
Artikel in een tijdschrift
in
JOURNAL OF BUSINESS RESEARCH
2025
Empulse : a unifying framework for profit-driven and cost-sensitive learning in Python
Shimanto Rahman
Bram Janssens
Matthias Bogaert
C3
Conferentie
2025
Evaluating the stability of model explanations in instance-dependent cost-sensitive credit scoring
Matteo Ballegeer
Matthias Bogaert
Dries Benoit
C3
Conferentie
2025
Evaluating the stability of model explanations in instance-dependent cost-sensitive credit scoring
Matteo Ballegeer
Matthias Bogaert
Dries Benoit
A1
Artikel in een tijdschrift
in
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
2025
Large language models on race commentary : towards granular data in cycling analytics
Bram Janssens
Matthias Bogaert
Steven Verstockt
P1
Conferentie
2025
Making sense of BERTopic : a deep dive into topic reduction techniques
Wannes Janssens
Matthias Bogaert
Dirk Van den Poel
C3
Conferentie
2025
PerfoRank : cluster-based performance ranking for improved performance evaluation and estimation in professional cycling
Bram Janssens
Matthias Bogaert
A1
Artikel in een tijdschrift
in
MACHINE LEARNING
2025
Predicting and explaining post-repair machine failures using machine learning on warranty data
Wannes Janssens
Yaël De Rocker
Brammert Termont
Matthias Bogaert
Dirk Van den Poel
C3
Conferentie
2025
Predicting restaurant hygiene scores : an interpretable machine learning approach
Xiao Wang
Bram Janssens
Matthias Bogaert
C3
Conferentie
2025
Profit-driven pre-processing in B2B customer churn modeling using fairness techniques
Shimanto Rahman
Bram Janssens
Matthias Bogaert
A1
Artikel in een tijdschrift
in
JOURNAL OF BUSINESS RESEARCH
2025
The dual quest for interpretability and performance in credit scoring via spline-rule ensembles
Simon De Lange
Matthias Bogaert
Koen W. De Bock
Dirk Van den Poel
C3
Conferentie
2025
Unseen market shares : exploiting CDR data for telecom insights in a prepaid multi-SIM setting
Yaël De Rocker
Matthias Bogaert
C3
Conferentie
2025
2024
360 Degrees rumor detection : when explanations got some explaining to do
Bram Janssens
Lisa Schetgen
Matthias Bogaert
Matthijs Meire
Dirk Van den Poel
A1
Artikel in een tijdschrift
in
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
2024
A pre-processing approach to strategic high-value customer representation in churn prediction
Shimanto Rahman
Bram Janssens
Matthias Bogaert
C3
Conferentie
2024
B2Boost : instance-dependent profit-driven modelling of B2B churn
Bram Janssens
Matthias Bogaert
Astrid Bagué
Dirk Van den Poel
A1
Artikel in een tijdschrift
in
ANNALS OF OPERATIONS RESEARCH
2024
Determining well-being during a crisis based on social media data using natural language processing
Xiao Wang
Bram Janssens
Matthias Bogaert
Liesel Vanderbauwhede
Lisa Schetgen
C3
Conferentie
2024
Performance measurement 2.0 : towards a data-driven cyclist specialization evaluation
Bram Janssens
Matthias Bogaert
P1
Conferentie
2024
2023
Ensemble methods in customer churn prediction : a comparative analysis of the state-of-the-art
Matthias Bogaert
Lex Delaere
A1
Artikel in een tijdschrift
in
MATHEMATICS
2023
Predicting the next Pogačar : a data analytical approach to detect young professional cycling talents
Bram Janssens
Matthias Bogaert
Mathijs Maton
A1
Artikel in een tijdschrift
in
ANNALS OF OPERATIONS RESEARCH
2023
Profit-driven analytics : how to align machine learning with business objectives
Shimanto Rahman
Matthias Bogaert
Steve Muylle
C3
Conferentie
2023
2022
Clustering of cycling race profiles
Bram Janssens
Jelle De Bock
Steven Verstockt
Matthias Bogaert
C3
Conferentie
2022
Essays on interdisciplinary business analytics : from descriptive to prescriptive analytics
Bram Janssens
Matthias Bogaert
Proefschrift
2022
Imputation of non-participated race results
Bram Janssens
Matthias Bogaert
C1
Conferentie
2022
Investigating parallel implementations of genetic algorithms for stochastic part-of-speech tagging
Shimanto Rahman
Matthias Bogaert
Dirk Van den Poel
C3
Conferentie
2022
Social media analytics for good : assessing the value of social media analytics for businesses and public instances
Lisa Schetgen
Matthias Bogaert
Proefschrift
2022
2021
Box office sales and social media : a cross-platform comparison of predictive ability and mechanisms
Matthias Bogaert
Michel Ballings
Dirk Van den Poel
Asil Oztekin
A1
Artikel in een tijdschrift
in
DECISION SUPPORT SYSTEMS
2021
Developing a detection and interpretation tool for rumors regarding COVID-19 on Twitter
Lisa Schetgen
Bram Janssens
Matthias Bogaert
C3
Conferentie
2021
Evaluating the influence of AirBnb listings’ descriptions on demand
Bram Janssens
Matthias Bogaert
C3
Conferentie
2021
Evaluating the influence of Airbnb listings’ descriptions on demand
Bram Janssens
Matthias Bogaert
Dirk Van den Poel
A1
Artikel in een tijdschrift
in
INTERNATIONAL JOURNAL OF HOSPITALITY MANAGEMENT
2021
Predicting donation behavior : acquisition modeling in the nonprofit sector using Facebook data
Lisa Schetgen
Matthias Bogaert
Dirk Van den Poel
A1
Artikel in een tijdschrift
in
DECISION SUPPORT SYSTEMS
2021
Predicting self‐declared movie watching behavior using Facebook data and information‐fusion sensitivity analysis
Matthias Bogaert
Michel Ballings
Rob Bergmans
Dirk Van den Poel
A1
Artikel in een tijdschrift
in
DECISION SCIENCES
2021
Which ethnic groups to contact first? Impacts of decision makers’ cultural backgrounds on innovation adoption in B2B settings
Bram Janssens
Matthias Bogaert
C3
Conferentie
2021
2019
Acquisition modeling in the nonprofit sector based on Facebook data
Lisa Schetgen
Matthias Bogaert
Dirk Van den Poel
C3
Conferentie
2019
Evaluating multi-label classifiers and recommender systems in the financial service sector
Matthias Bogaert
Justine Lootens
Dirk Van den Poel
Michel Ballings
A1
Artikel in een tijdschrift
in
EUROPEAN JOURNAL OF OPERATIONAL RESEARCH
2019
2018
Evaluating the importance of different communication types in romantic tie prediction on social media
Matthias Bogaert
Michel Ballings
Dirk Van den Poel
A1
Artikel in een tijdschrift
in
ANNALS OF OPERATIONS RESEARCH
2018
Harnessing the power of social media in predictive analytics
Matthias Bogaert
Dirk Van den Poel
Michel Ballings
Proefschrift
2018
2017
Identifying soccer players on Facebook through predictive analytics
Matthias Bogaert
Michel Ballings
Martijn Hosten
Dirk Van den Poel
A1
Artikel in een tijdschrift
in
DECISION ANALYSIS
2017
Predicting Movie Watching Behavior using Facebook data and Information-fusion Sensitivity Analysis
Matthias Bogaert
Michel Ballings
Rob Bergmans
Dirk Van den Poel
C3
Conferentie
2017
2016
Evaluating the Importance of Different Communication Types in Tie Strength Prediction on Social Media
Matthias Bogaert
Michel Ballings
Dirk Van den Poel
C3
Conferentie
2016
Social media optimization: identifying an optimal strategy for increasing network size on Facebook
Michel Ballings
Dirk Van den Poel
Matthias Bogaert
A1
Artikel in een tijdschrift
in
OMEGA-INTERNATIONAL JOURNAL OF MANAGEMENT SCIENCE
2016
The added value of Facebook friends data in event attendance prediction
Matthias Bogaert
Michel Ballings
Dirk Van den Poel
A1
Artikel in een tijdschrift
in
DECISION SUPPORT SYSTEMS
2016