Research Explorer

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Researcher

Bram Janssens

Publications & Research Data

Awards & Distinctions

21 Results

2026

Advancing marketing strategies with AI : a granular approach to understanding and enhancing marketer-generated content on peer-to-peer accommodation platforms

Daan RumesXiao WangBram JanssensMatthias Bogaert

Do profit-driven learning methods deliver profit? A policy evaluation study

Shimanto RahmanBram JanssensMatthias Bogaert

The Fragility of Value in Customer Churn: Predict-then-Optimize vs. Predict-and-Optimize Under Dataset Shift

Shimanto RahmanBram JanssensMatthias Bogaert

2025

Empulse : a unifying framework for profit-driven and cost-sensitive learning in Python

Shimanto RahmanBram JanssensMatthias Bogaert

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

Bram JanssensMatthias BogaertSteven Verstockt

PerfoRank : cluster-based performance ranking for improved performance evaluation and estimation in professional cycling

Bram JanssensMatthias Bogaert

A1 Journal Article in MACHINE LEARNING

Predicting restaurant hygiene scores : an interpretable machine learning approach

Xiao WangBram JanssensMatthias Bogaert

Profit-driven pre-processing in B2B customer churn modeling using fairness techniques

Shimanto RahmanBram JanssensMatthias Bogaert

A1 Journal Article in JOURNAL OF BUSINESS RESEARCH

2024

360 Degrees rumor detection : when explanations got some explaining to do

Bram JanssensLisa SchetgenMatthias BogaertMatthijs MeireDirk Van den Poel

A1 Journal Article in EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

A pre-processing approach to strategic high-value customer representation in churn prediction

Shimanto RahmanBram JanssensMatthias Bogaert

B2Boost : instance-dependent profit-driven modelling of B2B churn

Bram JanssensMatthias BogaertAstrid BaguéDirk Van den Poel

A1 Journal Article in ANNALS OF OPERATIONS RESEARCH

Determining well-being during a crisis based on social media data using natural language processing

Xiao WangBram JanssensMatthias BogaertLiesel VanderbauwhedeLisa Schetgen

Performance measurement 2.0 : towards a data-driven cyclist specialization evaluation

Bram JanssensMatthias Bogaert

2023

Predicting the next Pogačar : a data analytical approach to detect young professional cycling talents

Bram JanssensMatthias BogaertMathijs Maton

A1 Journal Article in ANNALS OF OPERATIONS RESEARCH

2022

Clustering of cycling race profiles

Bram JanssensJelle De BockSteven VerstocktMatthias Bogaert

Essays on interdisciplinary business analytics : from descriptive to prescriptive analytics

Bram JanssensMatthias Bogaert

Imputation of non-participated race results

Bram JanssensMatthias Bogaert

2021

Developing a detection and interpretation tool for rumors regarding COVID-19 on Twitter

Lisa SchetgenBram JanssensMatthias Bogaert

Evaluating the influence of AirBnb listings’ descriptions on demand

Bram JanssensMatthias Bogaert

Evaluating the influence of Airbnb listings’ descriptions on demand

Bram JanssensMatthias BogaertDirk Van den Poel

A1 Journal Article in INTERNATIONAL JOURNAL OF HOSPITALITY MANAGEMENT

Which ethnic groups to contact first? Impacts of decision makers’ cultural backgrounds on innovation adoption in B2B settings

Bram JanssensMatthias Bogaert