W. Lemahieu

Most-cited papers

Collective Intelligence
Paulo J. Garrido, W. Lemahieu
2014Encyclopedia of Social Network Analysis and Mining471 citations
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Deep learning for credit scoring: Do or don't?
B. Gunnarsson, Seppe Vanden Broucke, B. Baesens, M. Óskarsdóttir +1 more
2021European Journal of Operational Research222 citations Open access
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Defining analytics maturity indicators: A survey approach
Jasmien Lismont, J. Vanthienen, B. Baesens, W. Lemahieu
2017International Journal of Information Management126 citations Open access
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On the Definition of Service Granularity and Its Architectural Impact
R. Haesen, M. Snoeck, W. Lemahieu, S. Poelmans
2008International Conference on Advanced Information Systems Engineering88 citations Open access
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Management and enterprise architecture click: The FAD(E)E framework
F. Goethals, M. Snoeck, W. Lemahieu, J. Vandenbulcke
2006Inf. Syst. Frontiers68 citations Open access
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A multidimensional analysis of data quality for credit risk management: New insights and challenges
Helen-Tadesse Moges, K. Dejaeger, W. Lemahieu, B. Baesens
2013Information Manager (The)61 citations
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An Overview of Enterprise Architecture Framework Deliverables
F. Goethals, W. Lemahieu, M. Snoeck, J. Vandenbulcke
200552 citations Open access
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A note on explicit versus implicit information for job recommendation
Michael Reusens, W. Lemahieu, B. Baesens, L. Sels
2017Decision Support Systems48 citations Open access
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A theoretical framework to improve the quality of manually acquired data
Tom Haegemans, M. Snoeck, W. Lemahieu
2019Information Manager (The)41 citations Open access
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On the operational efficiency of different feature types for telco Churn prediction
Sandra Mitrović, B. Baesens, W. Lemahieu, Jochen De Weerdt
2017European Journal of Operational Research41 citations Open access
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ProfARIMA: A profit-driven order identification algorithm for ARIMA models in sales forecasting
T. Van Calster, B. Baesens, W. Lemahieu
2017Applied Soft Computing38 citations Open access
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Two Basic Types of Business-to-Business Integration
F. Goethals, J. Vandenbulcke, W. Lemahieu, M. Snoeck +1 more
2005Int. J. E Bus. Res.38 citations
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Predicting tax avoidance by means of social network analytics
Jasmien Lismont, E. Cardinaels, L. Bruynseels, S. DeGroote +3 more
2018Decision Support Systems35 citations Open access
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A scenario-based verification technique to assess the compatibility of collaborative business processes
M. De Backer, M. Snoeck, G. Monsieur, W. Lemahieu +1 more
2009Data & Knowledge Engineering33 citations
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Determining the use of data quality metadata (DQM) for decision making purposes and its impact on decision outcomes - An exploratory study
Helen-Tadesse Moges, Véronique Van Vlasselaer, W. Lemahieu, B. Baesens
2016Decision Support Systems29 citations Open access
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tcc2vec: RFM-informed representation learning on call graphs for churn prediction
Sandra Mitrović, B. Baesens, W. Lemahieu, Jochen De Weerdt
2019Information Sciences26 citations Open access
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Developing the extended enterprise with the FADEE
F. Goethals, J. Vandenbulcke, W. Lemahieu
2004ACM Symposium on Applied Computing23 citations
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Evaluating recommendation and search in the labor market
Michael Reusens, W. Lemahieu, B. Baesens, L. Sels
2018Knowledge-Based Systems21 citations Open access
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Principles of Database Management
W. Lemahieu, Seppe Vanden Broucke, B. Baesens
201818 citations
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Managing data dependencies in service compositions
G. Monsieur, M. Snoeck, W. Lemahieu
2012Journal of Systems and Software18 citations Open access
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Predicting interpurchase time in a retail environment using customer-product networks: An empirical study and evaluation
Jasmien Lismont, S. Ram, J. Vanthienen, W. Lemahieu +1 more
2018Expert systems with applications17 citations Open access
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Towards a Precise Definition of Data Accuracy and a Justification for its Measure
Tom Haegemans, M. Snoeck, W. Lemahieu
2016MIT International Conference on Information Quality15 citations
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Coordinated Web Services Orchestration
G. Monsieur, M. Snoeck, W. Lemahieu
2007IEEE International Conference on Web Services (ICWS 2007)12 citations
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Coordinating COTS Applications via a Business Event Layer
W. Lemahieu, M. Snoeck, F. Goethals, M. De Backer +3 more
2005IEEE Software12 citations
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Scalable RFM-enriched Representation Learning for Churn Prediction
Sandra Mitrović, Gaurav Singh, B. Baesens, W. Lemahieu +1 more
2017International Conference on Data Science and Advanced Analytics11 citations Open access
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Communication and Enterprise Architecture in Extended Enterprise Integration
F. Goethals, J. Vandenbulcke, W. Lemahieu, M. Snoeck +2 more
2004International Conference on Enterprise Information Systems10 citations Open access
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A total data quality management for credit risk: new insights and challenges
Helen-Tadesse Moges, K. Dejaeger, W. Lemahieu, B. Baesens
2012International Journal of Information Quality9 citations Open access
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The data building blocks of the enterprise architect
F. Goethals, W. Lemahieu, M. Snoeck, J. Vandenbulcke
2007Future generations computer systems9 citations
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Using Web Services in Business-to-Business integration
F. Goethals, J. Vandenbulcke, W. Lemahieu
20088 citations
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Entering data correctly: An empirical evaluation of the theory of planned behaviour in the context of manual data acquisition
Tom Haegemans, M. Snoeck, W. Lemahieu
2018Reliability Engineering & System Safety7 citations
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Churn Prediction Using Dynamic RFM-Augmented Node2vec
Sandra Mitrović, B. Baesens, W. Lemahieu, Jochen De Weerdt
2017PAP@PKDD/ECML7 citations
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Towards a Theoretical Framework to Explain Root Causes of Errors in Manually Acquired Data
Tom Haegemans, M. Snoeck, W. Lemahieu, F. Stumpe +1 more
2016MIT International Conference on Information Quality7 citations
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Closing the Gap Between Experts and Novices Using Analytics-as-a-Service: An Experimental Study
Jasmien Lismont, T. Van Calster, M. Óskarsdóttir, Seppe Vanden Broucke +3 more
2018Business & Information Systems Engineering6 citations Open access
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Options in inter-organizational systems integration
F. Goethals, M. Snoeck, W. Lemahieu
20116 citations
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DEPARTMENT OF DECISION SCIENCES AND INFORMATION MANAGEMENT (KBI)
Monique Snoeck, W. Lemahieu
20106 citations
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Stateless process enactment
R. Haesen, L. De Rore, S. Goedertier, M. Snoeck +2 more
2007Conference on Pattern Languages of Programs5 citations Open access
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Considering (de)centralization in a Web Services World
F. Goethals, M. Snoeck, W. Lemahieu, J. Vandenbulcke
2007International Conference on Internet and Web Applications and Services5 citations
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Active-passive hybrid data collection
R. Haesen, L. De Rore, M. Snoeck, W. Lemahieu +1 more
2006European Conference on Pattern Languages of Programs5 citations
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Structuring the Development of Inter-organizational Systems
F. Goethals, J. Vandenbulcke, W. Lemahieu, M. Snoeck
2004WISE5 citations
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Anticipating delays in recruitment: Explainable machine learning for the prediction of hard-to-fill online job vacancies
Wouter Dossche, Sarah Vansteenkiste, B. Baesens, W. Lemahieu
2025European Journal of Operational Research4 citations
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Data quality for credit risk management: new insights and challenges
Helen-Tadesse Moges, K. Dejaeger, W. Lemahieu, B. Baesens
20114 citations
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SIADBDD: An integrated tool to design distributed databases
Abel Rodríguez Morffi, Carlos Ernesto, García González, W. Lemahieu +1 more
2009Revista Facultad De Ingenieria-universidad De Antioquia4 citations Open access
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Existence Dependency-Based Domain Modeling for Improving Stateless Process Enactment
R. Haesen, M. Snoeck, W. Lemahieu, S. Poelmans
2009Infotech@Aerospace Conference4 citations Open access
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Real agility and transparency requires a combination of BPM/SOA, EDA and BRA
L. Hermans, W. Lemahieu, J. Vanthienen
20074 citations
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PIM to PSM transformations for an event driven architecture in an educational tool
G. Monsieur, M. Snoeck, R. Haesen, W. Lemahieu
20064 citations
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Identifying dependencies in business processes
F. Goethals, M. De Backer, W. Lemahieu, M. Snoeck +1 more
20054 citations
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Interpretable and Accurate Identification of Job Seekers at Risk of Long-Term Unemployment: Explainable ML-Based Profiling
Wouter Dossche, Sarah Vansteenkiste, B. Baesens, W. Lemahieu
2024SN Computer Science3 citations Open access
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Handling transactional business services
G. Monsieur, L. De Rore, M. Snoeck, W. Lemahieu
20083 citations Open access
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Different Types of Business-to-Business Integration: Extended Enterprise Integration vs Market B2B Integration
F. Goethals, J. Vandenbulcke, W. Lemahieu, M. Snoeck
20083 citations
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Dependencies Between Data Decisions
F. Goethals, W. Lemahieu, M. Snoeck, J. Vandenbulcke
2006SPW/ProSim3 citations
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