A Generic Framework for Attribute-Driven Hierarchical Trace Clustering

• Efficient Event Sequence Predictions by Leveraging Event Context Clustering

  2026 Lecture notes in computer science conference-paper

  0

  citations
• Data Imputation for Business Process Event Logs

  2026 SN Computer Science article Business, Management and Accounting Business Process Modeling and Analysis Open access

  1

  citations
• Framework for grouping local process models

  2026 Journal of Intelligent Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

  1

  citations
• Bridging the Interpretability Gap in Process Mining: A Comprehensive Approach Combining Explainable Clustering and Generative AI

  2025 Communications in computer and information science conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

  2

  citations
• Enhancing explainability in process variant analysis: a framework for detecting and interpreting control-flow changes

  2025 Software & Systems Modeling article Business, Management and Accounting Business Process Modeling and Analysis Open access

  1

  citations
• ReACMe: Repetition Aware Clustering Methodology for Business Process Log Collections

  2025 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  0

  citations
• An interactive approach for group-based event log exploration

  2025 Information Systems article Business, Management and Accounting Business Process Modeling and Analysis Open access

  3

  citations
• Getting the Data in Shape for Your Process Mining Analysis: An In-Depth Analysis of the Pre-Analysis Stage

  2025 ACM Computing Surveys article Business, Management and Accounting Business Process Modeling and Analysis Open access

  13

  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
• PM4Py: A process mining library for Python

  2023 Software Impacts article Business, Management and Accounting Business Process Modeling and Analysis Open access

  174

  citations
• A TRACE CLUSTERING FRAMEWORK FOR IMPROVING THE BEHAVIORAL AND STRUCTURAL QUALITY OF PROCESS MODELS IN PROCESS MINING

  2023 Malaysian Journal of Computer Science article Business, Management and Accounting Business Process Modeling and Analysis Open access

  2

  citations
• Optimizing Decision Making on Business Processes Using a Combination of Process Mining, Job Shop, and Multivariate Resource Clustering

  2023 Applied Computational Intelligence and Soft Computing article Engineering Scheduling and Optimization Algorithms Open access

  5

  citations
• Complex Process Modeling in Process Mining: A Systematic Review

  2022 IEEE Access review Business, Management and Accounting Business Process Modeling and Analysis Open access

  23

  citations
• Online Incremental Mining Based on Trusted Behavior Interval

  2021 IEEE Access article Business, Management and Accounting Business Process Modeling and Analysis Open access

  7

  citations
• Business Process Management Workshops

  2020 Lecture notes in business information processing book Business, Management and Accounting Business Process Modeling and Analysis

  27

  citations

15 results

• Binary codes capable of correcting deletions, insertions and reversals

  1965 Soviet physics. Doklady article Biochemistry, Genetics and Molecular Biology DNA and Biological Computing

  10,291

  citations
• Algorithms for hierarchical clustering: an overview

  2011 Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery article Computer Science Advanced Clustering Algorithms Research

  1,921

  citations
• Data Science in Action

  2016 Springer eBooks book-chapter Business, Management and Accounting Business Process Modeling and Analysis

  466

  citations
• Automated Discovery of Process Models from Event Logs: Review and Benchmark

  2018 IEEE Transactions on Knowledge and Data Engineering article Business, Management and Accounting Business Process Modeling and Analysis Open access

  444

  citations
• Trace Clustering in Process Mining

  2009 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  357

  citations
• Discovering expressive process models by clustering log traces

  2006 IEEE Transactions on Knowledge and Data Engineering article Business, Management and Accounting Business Process Modeling and Analysis

  323

  citations
• Algorithms for hierarchical clustering: an overview, II

  2017 Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery article Computer Science Advanced Clustering Algorithms Research Open access

  292

  citations
• Context Aware Trace Clustering: Towards Improving Process Mining Results

  2009 SIAM International Conference on Data Mining conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  247

  citations
• Model-Based Clustering and Visualization of Navigation Patterns on a Web Site

  2003 Data Mining and Knowledge Discovery article Computer Science Web Data Mining and Analysis

  238

  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
• Filtering Out Infrequent Behavior from Business Process Event Logs

  2016 IEEE Transactions on Knowledge and Data Engineering article Business, Management and Accounting Business Process Modeling and Analysis

  163

  citations
• Trace Clustering Based on Conserved Patterns: Towards Achieving Better Process Models

  2010 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  147

  citations
• Approaching Process Mining with Sequence Clustering: Experiments and Findings

  2007 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  126

  citations
• Process Mining Based on Clustering: A Quest for Precision

  2008 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  125

  citations
• Filtering out infrequent behavior from business process event logs

  2017 QUT ePrints (Queensland University of Technology) article Business, Management and Accounting Business Process Modeling and Analysis Open access

  92

  citations
• A comparative study of dimensionality reduction techniques to enhance trace clustering performances

  2013 Expert Systems with Applications article Business, Management and Accounting Business Process Modeling and Analysis

  78

  citations
• Applying Clustering in Process Mining to Find Different Versions of a Business Process That Changes over Time

  2012 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  77

  citations
• Improving Process Discovery Results by Filtering Outliers Using Conditional Behavioural Probabilities

  2018 Lecture notes in business information processing conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  68

  citations
• Discovering deviating cases and process variants using trace clustering

  2015 TU/e Research Portal conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access

  49

  citations
• Hierarchical Clustering of Business Process Models

  2009 article Business, Management and Accounting Business Process Modeling and Analysis

  42

  citations