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Jan Vanthienen

Katholieke Universiteit Leuven (K.U.Leuven)

Dept of Decision Sciences & Information Management

Naamsestraat 69

B-3000 Leuven

Belgium

  • Katholieke Universiteit Leuven (K.U.Leuven)

SCHOLARLY PAPERS

14

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3,189

TOTAL CITATIONS

113

Scholarly Papers (14)

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1.

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 520 (134,007)
Citation 45

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

2.

Comprehensible Credit Scoring Models Using Rule Extraction from Support Vector Machines

Number of pages: 21 Posted: 27 Jan 2006
David Martens, Bart Baesens, Tony Van Gestel and Jan Vanthienen
K.U.Leuven.Department of Decision Sciences and Information Management, KU Leuven - Department of Applied Economics, Dexia Group. Credit Risk Modelling. Group Risk Management and Katholieke Universiteit Leuven (K.U.Leuven)
Downloads 469 (151,898)
Citation 15

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3.

Software Defect Prediction Based on Association Rule Classification

Number of pages: 8 Posted: 16 Mar 2011
Baojun Ma, Karel Dejaeger, Jan Vanthienen and Bart Baesens
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 410 (178,078)
Citation 5

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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 308 (245,173)
Citation 3

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

5.

Straightforward Petri Net-based Event Log Generation in ProM

Number of pages: 14 Posted: 31 Aug 2014
Seppe Vanden Broucke, 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 266 (286,114)
Citation 1

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

6.

EM-BrA2CE v0.1: A Vocabulary and Execution Model for Declarative Business Process Modeling

Number of pages: 75 Posted: 21 Jan 2008
Stijn Goedertier, Raf Haesen and Jan Vanthienen
KUleuven. Faculty of Economics and Business, Kuleuven, Faculty of Economics and Business and Katholieke Universiteit Leuven (K.U.Leuven)
Downloads 225 (339,185)
Citation 14

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Business modeling, Business process management, SBVR, Service-orineted architecture, Service modeling

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 220 (348,255)
Citation 2

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

8.

A New Approach for Discovering Business Process Models from Event Logs

Number of pages: 20 Posted: 14 Feb 2008
Stijn Goedertier, David Martens, Bart Baesens, Raf Haesen and Jan Vanthienen
KUleuven. Faculty of Economics and Business, K.U.Leuven.Department of Decision Sciences and Information Management, University of Southampton - School of Management, VLEKHO Business School and Katholieke Universiteit Leuven (K.U.Leuven)
Downloads 170 (442,467)
Citation 5

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Credit, Credit scoring, Models, Model, Applications, Performance, Space, Decision, Yield, Real life, Risk, Evaluation, Rules, Neural networks, Networks, Classification, Research, Business, Processes, Event, Information, Information systems, Systems, Learning, Data, Behavior, Patterns, IT, Event calc

9.

An Improved Process Event Log Artificial Negative Event Generator

Number of pages: 18 Posted: 22 Oct 2012
Seppe Vanden Broucke, Jochen De Weerdt, Jan Vanthienen and Bart Baesens
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 149 (497,070)
Citation 6

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process mining, process discovery, event logs, negative events

10.

An Illustration of Five Principles for Integrated Process and Decision Modelling (5PDM)

Number of pages: 10 Posted: 09 Dec 2017
Faruk Hasić, Johannes De Smedt 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 129 (561,789)
Citation 8

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Decision Modelling, DMN, Process Modelling, BPMN, Integrated Modelling, Separation of Concerns

11.

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

Number of pages: 9 Posted: 22 Oct 2012
Jochen De Weerdt, Seppe Vanden Broucke, Jan Vanthienen and Bart Baesens
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 98 (699,467)
Citation 1

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12.

A Full R/I-Net Construct Lexicon for Declare Constraints

Number of pages: 22 Posted: 03 Mar 2015
Johannes De Smedt, Seppe Vanden Broucke, Jochen De Weerdt and Jan Vanthienen
KU Leuven - Faculty of Business and Economics (FEB), KU Leuven. Faculty of Business and Economics (FBE), KU Leuven. Faculty of Business and Economics and Katholieke Universiteit Leuven (K.U.Leuven)
Downloads 92 (730,864)
Citation 4

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Declare, conversion, weighted R/I-nets, formalization, execution semantics, reset arcs, inhibitor arcs

13.

On Replaying Process Execution Traces Containing Positive and Negative Events

Number of pages: 18 Posted: 16 Jan 2014
Seppe Vanden Broucke, Joachim De Weerdt, Jan Vanthienen and Bart Baesens
KU Leuven. Faculty of Business and Economics (FBE), University of Antwerp - Institute of Development Policy and Management, Katholieke Universiteit Leuven (K.U.Leuven) and KU Leuven - Department of Applied Economics
Downloads 75 (837,727)
Citation 2

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14.

Multi-Paradigm Process Mining: Retrieving Better Models by Combining Rules and Sequences

Number of pages: 14 Posted: 10 Jul 2014
Johannes De Smedt, Jochen De Weerdt and Jan Vanthienen
KU Leuven - Faculty of Business and Economics (FEB), KU Leuven. Faculty of Business and Economics and Katholieke Universiteit Leuven (K.U.Leuven)
Downloads 58 (980,173)
Citation 2

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Business Process mining, Mixed-Paradigm mining, Causal Nets, Declare