January 01, 2026 conference-paper Aachen paper

Discriminative Rule Learning for Outcome-Guided Process Model Discovery

Lecture notes in computer science, pp. 15–32

DOI: 10.1007/978-3-032-15538-2_2 OpenAlex

Authors 2

Ali Norouzifar corresponding Aachen

RWTH Aachen University

Affiliation as printed

RWTH University, Aachen, Germany
Wil M. P. van der Aalst Aachen

RWTH Aachen University

Affiliation as printed

RWTH University, Aachen, Germany

Cited by 0 stored of 0

No patents citing this paper on Lens.org (checked 2026-10-06).

References 18

Fast Effective Rule Induction
1995 Elsevier eBooks book-chapter Computer Science Machine Learning and Data Classification

3,809

citations
Discovering Block-Structured Process Models from Event Logs Containing Infrequent Behaviour
2014 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

434

citations
Outcome-Oriented Predictive Process Monitoring
2019 ACM Transactions on Knowledge Discovery from Data article Business, Management and Accounting Business Process Modeling and Analysis

355

citations
Conformance Checking
2018 Springer eBooks book Computer Science Formal Methods in Verification

327

citations
Split miner: automated discovery of accurate and simple business process models from event logs
2018 Knowledge and Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

229

citations
Active Trace Clustering for Improved Process Discovery
2013 IEEE Transactions on Knowledge and Data Engineering article Business, Management and Accounting Business Process Modeling and Analysis

185

citations
A Survey on Concept Drift in Process Mining
2021 ACM Computing Surveys article Business, Management and Accounting Business Process Modeling and Analysis Open access

119

citations
On the Discovery of Declarative Control Flows for Artful Processes
2015 ACM Transactions on Management Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

113

citations
Process variant comparison: Using event logs to detect differences in behavior and business rules
2017 Information Systems article Business, Management and Accounting Business Process Modeling and Analysis

62

citations
Incorporating negative information to process discovery of complex systems
2017 Information Sciences article Business, Management and Accounting Business Process Modeling and Analysis Open access

14

citations
Business Process Deviance Mining with Sequential and Declarative Patterns
2025 Business & Information Systems Engineering article Business, Management and Accounting Business Process Modeling and Analysis Open access

11

citations
Process Discovery on Deviant Traces and Other Stranger Things
2022 IEEE Transactions on Knowledge and Data Engineering article Business, Management and Accounting Business Process Modeling and Analysis Open access

7

citations
Discovering Process Models that Support Desired Behavior and Avoid Undesired Behavior
2023 ACM/SIGAPP Symposium on Applied Computing (SAC) conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

5

citations
Shape Your Process: Discovering Declarative Business Processes from Positive and Negative Traces Taking into Account User Preferences
2022 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

5

citations
Imposing Rules in Process Discovery: An Inductive Mining Approach
2024 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

4

citations
Extracting Rules from Event Data for Study Planning
2024 Lecture notes in business information processing conference-paper Computer Science Online Learning and Analytics

3

citations
Process Variant Analysis Across Continuous Features: A Novel Framework
2024 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

2

citations
Foundations and practice of binary process discovery
2023 Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

2

citations

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