Articles | Conferences | Books | Book Chapters | Workshops | Invited | Extended Abstracts | Dissertations
Journal Articles
- Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
Optimal Event Log Sanitization for Privacy-Preserving Process Mining
Data & Knowledge Engineering, accepted for publication - Stephan A. Fahrenkrog-Petersen, Martin Kabierski, Han van der Aa, Matthias Weidlich
Semantics-aware Mechanisms for Control-flow Anonymization in Process Mining
Information Systems, 114: 102169, 2023 - Bernhard Schäfer, Han van der Aa, Henrik Leopold, Heiner Stuckenschmidt
Sketch2Process: End-to-end BPMN Sketch Recognition Based on Neural Networks
IEEE Transactions on Software Engineering, accepted for publication (2022) - Adrian Rebmann, Han van der Aa
Enabling Semantics-aware Process Mining through the Automatic Annotation of Event Logs
Information Systems, 110: 102111, 2022 - Diana Sola, Han van der Aa, Christian Meilicke, Heiner Stuckenschmidt
Exploiting Label Semantics for Rule-based Activity Recommendation in Business Process Modeling
Information Systems, 108: 101666, 2022 - Martin Bauer, Han van der Aa, Matthias Weidlich
Sampling and Approximation Techniques for Efficient Process Conformance Checking
Information Systems, 104: 101666, 2022 - Han van der Aa, Adrian Rebmann, Henrik Leopold
Natural Language-based Detection of Semantic Execution Anomalies in Event Logs
Information Systems, 102: 101824, 2021. - Han van der Aa, Henrik Leopold, Matthias Weidlich
Partial Order Resolution of Event Logs for Process Conformance Checking
Decision Support Systems, 136: 113347, 2020. - Nimrod Busany, Han van der Aa, Arik Senderovich, Avigdor Gal, Matthias Weidlich
Interval-based Queries over Lossy IoT Event Streams
ACM Transactions on Data Science, 1(4): 1-27, 2020. - Han van der Aa, Henrik Leopold, Hajo A. Reijers
Efficient Process Conformance Checking on the Basis of Uncertain Event-to-Activity Mappings
IEEE Transactions on Knowledge and Data Engineering, 32(5): 927-940, 2020. - Henrik Leopold, Han van der Aa, Jelmer Offenberg, Hajo A. Reijers
Using Hidden Markov Models for the Accurate Linguistic Analysis of Process Model Activity Labels
Information Systems, 83: 30-39, 2019. - Henrik Leopold, Han van der Aa, Fabian Pittke, Manuel Raffel, Jan Mendling, Hajo A. Reijers
Searching Textual and Model-based Process Descriptions based on a Unified Data Format
Software and Systems Modeling, 18(2):1179-1194, 2019. - Josep Sànchez-Ferreres, Han van der Aa, Josep Carmona, Lluís Padro
Aligning Textual and Model-Based Process Descriptions
Data & Knowledge Engineering, 118: 24-40, 2018. - Elena Kuss, Henrik Leopold, Han van der Aa, Heiner Stuckenschmidt, Hajo A. Reijers
A Probabilistic Evaluation Procedure for Process Model Matching Techniques
Data & Knowledge Engineering, 117: 393-406, 2018. - Han van der Aa, Henrik Leopold, Hajo A. Reijers
Checking Process Compliance against Natural Language Specifications using Behavioral Spaces
Information Systems, 78: 83-95, 2018. - Han van der Aa, Henrik Leopold, Adela del-Rio-Ortega, Manuel Resinas, Hajo A. Reijers
Transforming Unstructured Natural Language Descriptions into Measurable Process Performance Indicators Using Hidden Markov Models
Information Systems, 71: 27-39, 2017. - Han van der Aa, Henrik Leopold, Hajo A. Reijers
Comparing Textual Descriptions to Process Models – The Automatic Detection of Inconsistencies
Information Systems, 64: 447-460, 2017. - Claudio Di Ciccio, Han van der Aa, Cristina Cabanillas, Jan Mendling, Johannes Prescher
Detecting Flight Trajectory Anomalies and Predicting Diversions in Freight Transportation
Decision Support Systems, 88(1): 1-17, 2016. - Han van der Aa, Hajo A. Reijers, Irene Vanderfeesten
Designing Like a Pro: The Automated Composition of Workflow Activities
Computers in Industry, 75(1): 162-177, 2016.
Conference Papers
- Keyvan Amiri Elyasi, Han van der Aa, Heiner Stuckenschmidt
PGTNet: A Process Graph Transformer Network for Remaining Time Prediction of Business Process Instances
International Conference on Advanced Information Systems Engineering (CAISE 2024) - Julian Caspary, Adrian Rebmann, Han van der Aa
Does This Make Sense? Machine Learning-based Detection of Semantic Anomalies in Business Processes
International Conference on Business Process Management (BPM 2023) - Manuel Resinas, Adela del-Rio-Ortega, Han van der Aa
From Text to Performance Measurement: Automatically Computing Process Performance using Textual Descriptions and Event Logs
International Conference on Business Process Management (BPM 2023) - Laura Johanna Oberle, Han van der Aa
DDPS: A Project Methodology for Data-driven Process Simulation
Americas Conference on Information Systems (AMCIS 2023) - Adrian Rebmann, Han van der Aa
Unsupervised Task Recognition from User Interaction Streams
International Conference on Advanced Information Systems Engineering (CAiSE 2023) - Diana Sola, Han van der Aa, Christian Meilicke and Heiner Stuckenschmidt
Activity Recommendation for Business Process Modeling with Pre-trained Language Models
Extended Semantic Web Conference (ESWC 2023) - Hoang Vu, Henrik Leopold, Han van der Aa:
What is Business Process Automation Anyway?
Hawaii International Conference on System Sciences (HICSS 2023) - Adrian Rebmann, Jana-Rebecca Rehse, Han van der Aa
Uncovering Object-centric Data in Classical Event Logs for the Automated Transformation from XES to OCEL
International Conference on Business Process Management (BPM 2022) - Luka Abb, Carsten Bormann, Han van der Aa, Jana-Rebecca Rehse
Trace Clustering for User Behavior Mining
European Conference on Information Systems (ECIS 2022) - Adrian Rebmann, Matthias Weidlich, Han van der Aa
GECCO: Constraint-driven Abstraction of Low-level Event Logs
IEEE International Conference on Data Engineering (ICDE 2022) - Stephan A. Fahrenkrog-Petersen, Martin Kabierski, Fabian Rösel, Han van der Aa, Matthias Weidlich
SaCoFa: Semantics-aware Control-flow Anonymization for Process Mining
International Conference on Process Mining (ICPM 2021) - Bo Zhao, Han van der Aa, Nguyen Thanh Tam, Nguyen Quoc Viet Hung, Matthias Weidlich
EIRES: Efficient Integration of Remote Data in Event Stream Processing
ACM SIGMOD International Conference on Management of Data (SIGMOD 2021) - Adrian Rebmann, Han van der Aa
Extracting Semantic Process Information from the Natural Language in Event Logs
International Conference on Advanced Information Systems Engineering (CAiSE 2021) - Bernhard Schäfer, Han van der Aa, Henrik Leopold, Heiner Stuckenschmidt
Sketch2BPMN: Automatic Recognition of Hand-drawn BPMN Models
International Conference on Advanced Information Systems Engineering (CAiSE 2021) - Diana Sola, Christian Meilicke, Han van der Aa, Heiner Stuckenschmidt
A Rule-based Recommendation Approach for Business Process Modeling
International Conference on Advanced Information Systems Engineering (CAiSE 2021) - Karolin Winter, Han van der Aa, Stefanie Rinderle-Ma, Matthias Weidlich
Assessing the Compliance of Business Process Models with Regulatory Documents
International Conference on Conceptual Modeling (ER 2020) - Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information
International Conference on Business Process Management (BPM 2020) - Martin Bauer, Han van der Aa, Matthias Weidlich
Estimating Process Conformance by Trace Sampling and Result Approximation
International Conference on Business Process Management (BPM 2019) - Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
PRETSA: Event Log Sanitization for Privacy-aware Process Discovery
International Conference on Process Mining (ICPM 2019) - Han van der Aa, Claudio Di Ciccio, Henrik Leopold, Hajo A. Reijers
Extracting Declarative Process Models from Natural Language
International Conference on Advanced Information Systems Engineering (CAiSE 2019) - Han van der Aa, Josep Carmona, Henrik Leopold, Jan Mendling, Lluis Padro
Challenges and Opportunities of Applying Natural Language Processing in Business Process Management
International Conference on Computational Linguistics (COLING 2018) - Han van der Aa, Henrik Leopold, Inge van de Weerd, Hajo A. Reijers
Causes and Consequences of Fragmented Process Information: Insights from a Case Study
Americas Conference on Information Systems (AMCIS 2017) - Han van der Aa, Avigdor Gal, Henrik Leopold, Hajo A. Reijers, Tomer Sagi, Roee Shraga
Instance-Based Process Matching using Event-Log Information
International Conference on Advanced Information Systems Engineering (CAiSE 2017) - Han van der Aa, Henrik Leopold, Hajo A. Reijers
Checking Process Compliance on the Basis of Uncertain Event-to-Activity Mappings
International Conference on Advanced Information Systems Engineering (CAiSE 2017) - Elena Kuss, Henrik Leopold, Han van der Aa, Heiner Stuckenschmidt, Hajo A. Reijers
Probabilistic Evaluation of Process Model Matching Techniques
International Conference on Conceptual Modeling (ER 2016) - Han van der Aa, Henrik Leopold, Hajo A. Reijers
Dealing with Behavioral Ambiguity in Textual Process Descriptions
International Conference on Business Process Management (BPM 2016) - Ermeson Andrade, Han van der Aa, Henrik Leopold, Steven Alter, Hajo A. Reijers
Factors Leading to Business Process Noncompliance and its Positive and Negative Effects: Empirical Insights from a Case Study
Americas Conference on Information Systems (AMCIS 2016) - Han van der Aa, Adela del-Rio-Ortega, Manuel Resinas, Henrik Leopold, Antonio Ruiz-Cortés, Jan Mendling, Hajo A. Reijers
Narrowing the Business-IT Gap in Process Performance Measurement
International Conference on Advanced Information Systems Engineering (CAiSE 2016) - Han van der Aa, Henrik Leopold, Hajo A. Reijers
Detecting Inconsistencies between Process Models and Textual Descriptions
International Conference on Business Process Management (BPM 2015) - Han van der Aa, Hajo A. Reijers, Irene Vanderfeesten
Composing Workflow Activities on the Basis of Data-flow Structures
International Conference on Business Process Management (BPM 2013)
Book and Edited Proceedings
- Han van der Aa, Dominik Bork, Henderik A. Proper, Rainer Schmidt (Editors)
Enterprise, Business-Process and Information Systems Modeling: 24th International Conference, BPMDS 2023, and 28th International Conference, EMMSAD 2023, Zaragoza, Spain, June 12–13, 2023, Proceedings
Springer Cham, 2023 - Han van der Aa
Comparing and Aligning Process Representations: Foundations and Technical Solutions
Lecture Notes on Business Information Processing (LNBIP), Vol. 323, Springer-Verlag, 2018.
Book Chapters
- Han van der Aa, Alexander Artikis, Matthias Weidlich
Complex Event Processing Methods for Process Querying
Process Querying Methods, Springer, 2022. - Han van der Aa and Henrik Leopold
Automatically Identifying Process Automation Candidates Using Natural Language Processing
Blockchain and Robotic Process Automation, Springer, 2021. - Han van der Aa and Henrik Leopold
Supporting Robotic Process Automation through Natural Language Processing
Robotic Process Automation, De Gruyter STEM, 2021.
Workshop & Working Conference Papers
- Florian Lang, Din Hida, Yingjie Bian, Adrian Rebmann, Han van der Aa
IM-viz: A Tool for the Step-by-step Visualization of the Inductive Miner
Demo track of the International Conference on Process Mining (ICPM 2023) - Alexandre Goossens, Adrian Rebmann, Johannes De Smedt, Jan Vanthienen, Han van der Aa
From OCEL to DOCEL – Datasets and Automated Transformation
International Workshop on Event Data and Behavioral Analytics (EdbA 2023) - Patrizio Bellan, Chiara Ghidini, Mauro Dragoni, Simone Paolo Ponzetto, Han van der Aa
Process Extraction from Natural Language Text: the PET Dataset and Annotation Guidelines
Workshop on Natural Language for Artificial Intelligence (NL4AI 2022) - Adrian Rebmann, Peter Pfeiffer, Peter Fettke, Han van der Aa
Multi-perspective Identification of Event Groups for Event Abstraction
International Workshop on Event Data and Behavioral Analytics (EdbA 2022) - Henrik Kirchmann, Stephan A. Fahrenkrog-Petersen, Martin Kabierski, Han van der Aa, Matthias Weidlich
Privacy-Preserving Process Mining with PM4Py
Demo track of the International Conference on Process Mining (ICPM Demos 2022) - Justus Grimm, Alexander Kraus, Han van der Aa
CDLG: A Tool for the Generation of Event Logs with Concept Drifts
Demo track of the International Conference on Business Process Management (BPM demos 2022) - Patrizio Bellan, Han van der Aa, Mauro Dragoni, Chiara Ghidini, Simone Paolo Ponzetto
PET: An Annotated Dataset for Process Extraction from Natural Language Text Tasks
Workshop on Natural Language Processing for Business Process Management (NLP4BPM 2022) - Diana Sola, Christian Meilicke, Han van der Aa, Heiner Stuckenschmidt
On the Use of Knowledge Graph Completion Methods for Activity Recommendation in Business Process Modeling
International Workshop in Artificial Intelligence for Business Process Management (AI4BPM 2021) - Fabian Rösel, Stephan A. Fahrenkrog-Petersen, Han van der Aa, and Matthias Weidlich
A Distance Measure for Privacy-preserving Process Mining based on Feature Learning
International Workshop on Business Process Intelligence (BPI 2021) - Anti Alman, Karl Johannes Balder, Fabrizio M. Maggi, Han van der Aa
Declo: A Chatbot for User-friendly Specification of Declarative Process Models
International conference on Business Process Management demos (BPM demos 2020) - Han van der Aa, Karl Johannes Balder, Fabrizio M. Maggi, Alexander Nolte
Say It In Your Own Words: Defining Declarative Process Models Using Speech Recognition
BPM Forum (2020) - Martin Bauer, Stephan A. Fahrenkrog-Petersen, Agnes Koschmider, Felix Mannhardt, Han van der Aa, Matthias Weidlich
ELPaaS: Event Log Privacy as a Service
International Conference on Business Process Management demos (BPM demos 2019) - Jan Mendling, Henrik Leopold, Lucinéia Heloisa Thom, Han van der Aa
Natural Language Processing with Process Models
Workshop on Natural Language Processing for Requirements Engineering & NLP Tool Showcase (REFSQ workshops 2019) - Michael Offel, Han van der Aa, Matthias Weidlich
Towards Net-based Formal Methods for Complex Event Processing
Large-scale Data Management and Processing – Applications in Research and Industry (LWDA 2018) - Henrik Leopold, Han van der Aa, Hajo A. Reijers
Identifying Candidate Tasks for Robotic Process Automation in Textual Process Descriptions
BPMDS’18 Working Conference (BPMDS 2018) - Henrik Leopold, Han van der Aa, Fabian Pittke, Manuel Raffel, Jan Mendling, Hajo A. Reijers
Integrating Textual and Model-based Process Descriptions for Comprehensive Process Search
BPMDS’16 Working Conference (BPMDS 2016) - Han van der Aa, Henrik Leopold, Kimon Batoulis, Mathias Weske, Hajo A. Reijers
Integrated Process and Decision Modeling for Data-Driven Processes
International Workshop on Decision Mining & Modeling for Business Processes (DeMiMoP 2015) - Han van der Aa, Henrik Leopold, Felix Mannhardt, Hajo A. Reijers
On the Fragmentation of Process Information: Challenges, Solutions, and Outlook
BPMDS’15 Working Conference (BPMDS 2015)
Invited Article
- Han van der Aa
Complex Event Processing for Event-Based Process Querying
4th International Workshop on Process Querying (2019).
Extended Abstracts
- Anti Alman, Claudio Di Ciccio, Fabrizio Maria Maggi, Marco Montali, Han van der Aa
RuM: Declarative Process Mining, Distilled (Extended Abstract)
BPM Tutorial 2021 - Han van der Aa, Henrik Leopold, Matthias Weidlich
Partial Order Resolution of Event Logs for Process Conformance Checking (Extended Abstract) EMISA 2021 - Martin Bauer, Han van der Aa, Matthias Weidlich
Sampling and Approximation Techniques for Efficient Process Conformance Checking (Extended Abstract) EMISA 2020 - Han van der Aa
Comparing and Aligning Process Representations (Extended Thesis Abstract) Int. Conf. on Business Process Management 2018 - Claudio Di Ciccio, Han van der Aa, Cristina Cabanillas, Jan Mendling, Johannes Prescher
Detecting Flight Trajectory Anomalies and Predicting Diversions in Freight Transportation (Extended Abstract) EMISA 2016
Dissertations
- Han van der Aa
Comparing and Aligning Process Representations
PhD Thesis, Vrije Universiteit Amsterdam (2018). - Han van der Aa
Composing Workflow Activities
Master’s Thesis, Eindhoven University of Technology (2013).