Bart Baesens

KU Leuven - Faculty of Business and Economics (FEB)

Naamsestraat 69

Leuven, B-3000

Belgium

SCHOLARLY PAPERS

18

DOWNLOADS
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Top 31,603

in Total Papers Downloads

3,076

SSRN CITATIONS

12

CROSSREF CITATIONS

2

Scholarly Papers (18)

1.

Time to Default in Credit Scoring Using Survival Analysis: A Benchmark Study

Number of pages: 27 Posted: 22 Sep 2015
Lore Dirick, Gerda Claeskens and Bart Baesens
KU Leuven - Faculty of Business and Economics (FEB), KU Leuven - Department of Economics and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 607 (85,015)
Citation 6

Abstract:

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Benchmarking; Credit risk modeling; Competing risks; Mixture cure model; Survival analysis

2.

Using Rule Extraction to Improve the Comprehensibility of Predictive Models

K.U. Leuven KBI Working Paper No. 0612
Number of pages: 56 Posted: 06 Feb 2007
Johan Huysmans, Bart Baesens and Jan Vanthienen
KU Leuven - Faculty of Business and Economics (FEB), KU Leuven - Faculty of Business and Economics (FEB) and Katholieke Universiteit Leuven (K.U.Leuven)
Downloads 459 (119,954)
Citation 37

Abstract:

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Models, Model, Algorithms, Criteria, Opportunities, Research, Learning, Neural networks, Networks, Performance, Benchmarking, Studies, Area, Credit, Credit scoring, Behavior, Time

3.

Software Defect Prediction Based on Association Rule Classification

Number of pages: 8 Posted: 16 Mar 2011
School of Business and Management, Shanghai International Studies University, Catholic University of Leuven (KUL). Faculty of Business and Economics (FBE)., Katholieke Universiteit Leuven (K.U.Leuven) and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 321 (179,112)
Citation 5

Abstract:

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Software defect prediction, association rule classification, CBA2, AUC

4.

Advances in Rule-Based Process Mining: Applications for Enterprise Risk Management and Auditing

KU Leuven - Faculty of Economics and Business Working Paper No. KBI 1305
Number of pages: 28 Posted: 09 Apr 2013
Filip Caron, Jan Vanthienen and Bart Baesens
KU Leuven - Faculty of Business and Economics (FBE), Katholieke Universiteit Leuven (K.U.Leuven) and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 275 (210,465)
Citation 3

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Business Rules, Compliance Checking, Risk Management, Process Mining, Process-Aware Information Systems

5.

Predicting Business/ICT Alignment with AntMiner+

Number of pages: 29 Posted: 15 Feb 2008
Katholieke Universiteit Leuven. KUL. Faculty of Business and Economics, K.U.Leuven.Department of Decision Sciences and Information Management, Catholic University of Leuven (KUL) - Faculty of Economics and Applied Economics, VLEKHO Business School, KU Leuven - Department of Applied Economics, Vlerick Leuven Gent Management School, KU Leuven - Faculty of Business and Economics (FEB) and KU Leuven - Faculty of Economics & Business
Downloads 213 (269,795)

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Alignment, Artificial ant systems, Business, Business/ICT alignment, Data; Data mining, Framework, Investment, Investments, Management, Management practices, Managers, Practical guidelines, Processes, Requirements, Rules, Structure, Studies, Systems

6.

Straightforward Petri Net-based Event Log Generation in ProM

Number of pages: 14 Posted: 31 Aug 2014
KU Leuven. Faculty of Business and Economics (FBE), Katholieke Universiteit Leuven (K.U.Leuven) and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 198 (288,438)
Citation 1

Abstract:

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process mining, event log generation, petri net simulation, ProM

7.

A Comprehensive Framework for the Application of Process Mining in Risk Management and Compliance Checking

KU Leuven Faculty of Business and Economics KBI 1226
Number of pages: 42 Posted: 05 Apr 2013
Filip Caron, Jan Vanthienen and Bart Baesens
KU Leuven - Faculty of Business and Economics (FBE), Katholieke Universiteit Leuven (K.U.Leuven) and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 184 (308,046)
Citation 2

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Process Mining, Process-Aware Information Systems, Risk Management, Auditing, Compliance Checking

8.

Assessment of Latent Semantic Analysis (LSA) Text Mining Algorithms for Large Scale Mapping of Patent and Scientific Publication Documents

Number of pages: 78 Posted: 03 Jul 2012
KU Leuven - Department of Economics, KU Leuven - Faculty of Business and Economics (FEB), KU Leuven and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 154 (359,363)
Citation 4

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9.

Beyond the Hype: Cloud Computing in Analytics

Number of pages: 8 Posted: 23 Oct 2012
Catholic University of Leuven (KUL). Faculty of Business and Economics (FBE)., KU Leuven - Faculty of Business and Economics (FEB), KU Leuven. Faculty of Business and Economics (FBE), Techila Technologies,, affiliation not provided to SSRN and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 111 (462,999)
Citation 1

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machine learning, cloud computing, Microsoft Windows Azure, Techila Technologies

10.

An Improved Process Event Log Artificial Negative Event Generator

Number of pages: 18 Posted: 22 Oct 2012
KU Leuven. Faculty of Business and Economics (FBE), KU Leuven. Faculty of Business and Economics, Katholieke Universiteit Leuven (K.U.Leuven) and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 110 (466,067)
Citation 6

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process mining, process discovery, event logs, negative events

11.

Mining Telecommunication Networks to Enhance Customer Lifetime Predictions

Number of pages: 14 Posted: 12 Mar 2014
Backiel Aimée, Bart Baesens and Gerda Claeskens
KU Leuven - Faculty of Business and Economics (FEB), KU Leuven - Faculty of Business and Economics (FEB) and KU Leuven - Department of Economics
Downloads 94 (519,130)
Citation 1

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12.

An Akaike Information Criterion for Multiple Event Mixture Cure Models

Number of pages: 30 Posted: 13 Sep 2014
Lore Dirick, Gerda Claeskens and Bart Baesens
KU Leuven - Faculty of Business and Economics (FEB), KU Leuven - Department of Economics and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 93 (522,715)
Citation 2

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Akaike information criterion, Competing risks, EM-algorithm, Mixture cure model, Model selection.

13.

Benchmark Study for Flemish Twitter Sentiment Analysis

Number of pages: 40 Posted: 29 Apr 2022
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, KU Leuven. Faculty of Business and Economics (FBE) and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 84 (556,908)

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Sentiment analysis, Big Data, Preprocessing, Word embeddings, Bidirectional LSTM, bert

14.

Leveraging Process Discovery with Trace Clustering and Text Mining for Intelligent Analysis of Incident Management Processes

Number of pages: 9 Posted: 22 Oct 2012
KU Leuven. Faculty of Business and Economics, KU Leuven. Faculty of Business and Economics (FBE), Katholieke Universiteit Leuven (K.U.Leuven) and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 68 (627,480)
Citation 1

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15.

Investigating Associative Classification for Software Fault Prediction: An Experimental Perspective

International Journal of Software Engineering and Knowledge Engineering, Vol. 24, No. 1, pp. 61-90, 2014
Number of pages: 30 Posted: 19 Oct 2014
School of Business and Management, Shanghai International Studies University, Beijing Institute of Technology - School of Computer Science & Technology, Tsinghua University - School of Economics & Management, Beijing Institute of Technology - School of Management and Economics and KU Leuven - Faculty of Business and Economics (FEB)
Downloads 56 (690,793)

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software fault prediction, associative classification, prediction performance, comprehensibility, cross project validation

16.

Understanding Recommendation Quality Using Embeddings

KU Leuven, Faculty of Economics and Business, KBI_1712
Number of pages: 12 Posted: 17 Oct 2017
KU Leuven - Faculty of Business and Economics (FEB), KU Leuven - Faculty of Business and Economics (FEB), KU Leuven - Faculty of Business and Economics (FEB), KU Leuven - Faculty of Economics & Business, KU Leuven - Faculty of Business and Economics (FEB) and Katholieke Universiteit Leuven - Faculty of Business and Economics (FBE)
Downloads 49 (733,243)

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17.

A Modified Pareto/NBD Approach for Predicting Customer Lifetime Value

Posted: 20 Nov 2007
Nicolas Glady, Bart Baesens and Christophe Croux
KU Leuven - Faculty of Business and Economics (FEB), KU Leuven - Faculty of Business and Economics (FEB) and KU Leuven - Faculty of Business and Economics (FEB)

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Customer lifetime value, Value, Yield, Companies, Order, Model, Product, Expected

18.

Modeling Churn Using Customer Lifetime Value

K.U. Leuven KBI Working Paper No. 0618
Posted: 09 Mar 2007 Last Revised: 07 Jul 2008
Nicolas Glady, Bart Baesens and Christophe Croux
KU Leuven - Faculty of Business and Economics (FEB), KU Leuven - Faculty of Business and Economics (FEB) and KU Leuven - Faculty of Business and Economics (FEB)

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Churn prediction, Classification, Customer lifetime value, Prediction models