Academic Bibliography

Search 200 years of publications by Ghent University researchers.

dr. Bram Janssens

Faculty of Economics and Business Administration > Department of Marketing, Innovation and Organisation

ORCID iD: 0000-0003-3078-7919

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Large language models on race commentary : towards granular data in cycling analytics

Bram Janssens (UGent) , Matthias Bogaert (UGent) and Steven Verstockt (UGent)

(2025) MACHINE LEARNING AND DATA MINING FOR SPORTS ANALYTICS, MLSA 2024. In Communications in Computer and Information Science 2460. p.14-25
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Predicting restaurant hygiene scores : an interpretable machine learning approach

Xiao Wang (UGent) , Bram Janssens (UGent) and Matthias Bogaert (UGent)

(2025) Joint ORBEL-NGB Conference, Booklet of Abstracts. p.192-193
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Empulse : a unifying framework for profit-driven and cost-sensitive learning in Python

Shimanto Rahman (UGent) , Bram Janssens (UGent) and Matthias Bogaert (UGent)

(2025) Joint ORBEL-NGB Conference, Booklet of Abstracts. p.59-60
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PerfoRank : cluster-based performance ranking for improved performance evaluation and estimation in professional cycling

Bram Janssens (UGent) and Matthias Bogaert (UGent)

(2025) MACHINE LEARNING. 114(1).
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Profit-driven pre-processing in B2B customer churn modeling using fairness techniques

Shimanto Rahman (UGent) , Bram Janssens (UGent) and Matthias Bogaert (UGent)

(2025) JOURNAL OF BUSINESS RESEARCH. 189.
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Determining well-being during a crisis based on social media data using natural language processing

Xiao Wang (UGent) , Bram Janssens (UGent) , Matthias Bogaert (UGent) , Liesel Vanderbauwhede and Lisa Schetgen (UGent)

(2024) ORBEL 38 : 38th annual conference of the Belgian Operational Research Society, Booklet of abstracts. p.64-65
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A pre-processing approach to strategic high-value customer representation in churn prediction

Shimanto Rahman (UGent) , Bram Janssens (UGent) and Matthias Bogaert (UGent)

(2024) ORBEL 38 : 38th annual conference of the Belgian Operational Research Society, Booklet of abstracts. p.152-154
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- Conference Paper
- P1
- open access
Performance measurement 2.0 : towards a data-driven cyclist specialization evaluation

Bram Janssens (UGent) and Matthias Bogaert (UGent)

(2024) Machine learning and data mining for sports analytics : 10th international workshop, MLSA 2023, Revised selected papers. In Communications in computer and information science 2035. p.179-190
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- Journal Article
- A1
- open access
360 Degrees rumor detection : when explanations got some explaining to do

Bram Janssens (UGent) , Lisa Schetgen (UGent) , Matthias Bogaert (UGent) , Matthijs Meire and Dirk Van den Poel (UGent)

(2024) EUROPEAN JOURNAL OF OPERATIONAL RESEARCH. 317(2). p.366-381
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- Journal Article
- A1
- open access
B2Boost : instance-dependent profit-driven modelling of B2B churn

Bram Janssens (UGent) , Matthias Bogaert (UGent) , Astrid Bagué and Dirk Van den Poel (UGent)

(2024) ANNALS OF OPERATIONS RESEARCH. 341. p.267-293

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