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Business Informatics (BINF)


Research

Research

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PHD DISSERTATIONS

Finalised PhD dissertations of the research group Business Informatics at Hasselt University

 

2019

Frank VANHOENSHOVEN

Topic: Bringing transparency to time series forecasting using fuzzy cognitive maps

Supervisor: Prof. dr. Koen Vanhoof

Co-supervisor: /

Gert JANSSENSWILLEN

Topic: Unearthing the Real Process Behind the Event Data: The Case for Increased Process Realism

Supervisor: Prof. dr. Benoît Depaire

Co-supervisor: /

2018

Aziz YARAHMADI

Topic: Enhanced Machine Learning approaches in Text Analysis for Business Intelligence: The appealing story of documents

Supervisor: Prof. dr. Koen Vanhoof

Co-supervisor: /

Jeroen CORSTJENS

Topic: A Methodological Framework for Evaluating Metaheuristics: An Application to Vehicle Routing

Supervisor: Prof. dr. An Caris

Co-supervisor: Prof. dr. Benoît Depaire

 Toon JOUCK

Topic: Empirically Evaluating Process Mining Algorithms: Towards Closing the Methodological Gap

Supervisor: Prof. dr Benoît Depaire

Co-supervisor: /

 Marijke SWENNEN

Topic: Using event log knowledge to support operational excellence techniques

Supervisor: Prof. dr. Koen Vanhoof

Co-supervisors: Prof. dr. Mieke Jans, Prof. dr. Benoît Depaire

2017

Niels MARTIN

Topic: Using event log knowledge to support business process simulation model construction

Supervisor: Prof. dr. Benoît Depaire

Co-supervisor: Prof. dr. An Caris

Gonzalo NAPOLES RUIZ

Topic: Rough Cognitive Networks

Supervisor: Prof. dr. Koen Vanhoof

Co-supervisors: Prof. dr. Bart Kuijpers, Prof. dr. Rafael Bello Perez

2016

Nour DAMER

Topic: A flexible compliance auditing framework

Supervisor: Prof. dr. Koen Vanhoof

Co-supervisor: Prof. dr. Benoît Depaire

2014

Katarzyna ANDRZEJUK

Topic: A comparison of the single-product offering approach to the multi-product approach. An application in retail banking

Supervisor: Prof. dr. Koen Vanhoof

Co-supervisor: Prof. dr. Benoît Depaire

Krasimira IVANOVA

Topic: Storing Data using Natural Language Addressing

Supervisor: Prof. dr. Koen Vanhoof

Co-supervisor: Prof. dr. Krassimir Markov

 Antonia ESTRELLA-RAMON

Topic: A model of customer lifetime value and ex poste value-based segmentation: An application in a financial multi-services retailer based on probabilistic and data mining models

Supervisor: Prof. dr. Manuel Sánchez-Pérez

Co-supervisor: Prof. dr. Gilbert Swinnen, Prof. dr. Koen Vanhoof

2013

George SAMMOUR

Topic: Analyzing the Predictive Performance of Scheduler Pro- cess Models of Rule-based Activity-based Models

Supervisor:  Prof. dr. Koen Vanhoof

Co-supervisor: Prof. dr. Tom Bellemans

2012

Maikel LEON ESPINOSA

Topic: A Fuzzy Cognitive Maps Based Model for Individual Travel Behaviour

Supervisor:  Prof. dr. Koen Vanhoof

Co-supervisor: Prof. dr. Rafael Bello Perez

2011

Krassimira IVANOVA

Topic: A novel method for content-based retrieval in art image collections utilizing color semantics

Supervisor: Prof. dr. Koen Vanhoof

Co-supervisor: Prof. dr. Peter Stanchev

 Iliya MITOV

Topic: Class association rule mining using multidimensional numbered information spaces

Supervisor: Prof. dr. Koen Vanhoof

Co-supervisor: Prof. dr. Krassimir Markov

2009

Mieke JANS

Topic: Internal fraud risk reduction by data mining and process mining: framework and case study

Supervisor: Prof. dr. Nadine Lybaert

Co-supervisor: Prof. dr. Koen Vanhoof

Benoît DEPAIRE

Topic: Knowledge discovery techniques for understanding customer behaviour with incomplete data

Supervisor: Prof. dr. Koen Vanhoof

Co-supervisor: /

 José Maria PANGILINAN

Topic: A performance analysis of multi-objective evolutionary algorithms for optimization

Supervisor: Prof. dr. Gerrit Janssens

Co-supervisor: Prof. dr. Koen Vanhoof