Han van der Aa

Orcid: 0000-0002-4200-4937

Affiliations:
  • University of Vienna, Austria
  • University of Mannheim, Germany (former)
  • Humboldt University of Berlin, Germany (former)


According to our database1, Han van der Aa authored at least 79 papers between 2013 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Online presence:

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Bibliography

2024
Introduction to the Minitrack on Business Process Technology.
Proceedings of the 57th Hawaii International Conference on System Sciences, 2024

2023
Call for Papers, Issue 3/2025.
Bus. Inf. Syst. Eng., October, 2023

Optimal event log sanitization for privacy-preserving process mining.
Data Knowl. Eng., May, 2023

Sketch2Process: End-to-End BPMN Sketch Recognition Based on Neural Networks.
IEEE Trans. Software Eng., April, 2023

Semantics-aware mechanisms for control-flow anonymization in process mining.
Inf. Syst., March, 2023

Large Process Models: Business Process Management in the Age of Generative AI.
CoRR, 2023

From OCEL to DOCEL - Datasets and Automated Transformation.
Proceedings of the Process Mining Workshops, 2023

M-viz: A Tool for the Step-by-step Visualization of the Inductive Miner.
Proceedings of the Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining 2023 co-located with the 5th International Conference on Process Mining (ICPM 2023), 2023

What is Business Process Automation Anyway?
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Introduction to the Minitrack on Business Process Technology.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Activity Recommendation for Business Process Modeling with Pre-trained Language Models.
Proceedings of the Semantic Web - 20th International Conference, 2023

Unsupervised Task Recognition from User Interaction Streams.
Proceedings of the Advanced Information Systems Engineering, 2023

From Text to Performance Measurement: Automatically Computing Process Performance Using Textual Descriptions and Event Logs.
Proceedings of the Business Process Management - 21st International Conference, 2023

Does This Make Sense? Machine Learning-Based Detection of Semantic Anomalies in Business Processes.
Proceedings of the Business Process Management - 21st International Conference, 2023

DDPS: A Project Methodology for Data-Driven Process Simulation.
Proceedings of the 29th Americas Conference on Information Systems, 2023

2022
Exploiting label semantics for rule-based activity recommendation in business process modeling.
Inf. Syst., 2022

Enabling semantics-aware process mining through the automatic annotation of event logs.
Inf. Syst., 2022

Sampling and approximation techniques for efficient process conformance checking.
Inf. Syst., 2022

PET: A new Dataset for Process Extraction from Natural Language Text.
CoRR, 2022

Multi-perspective Identification of Event Groups for Event Abstraction.
Proceedings of the Process Mining Workshops, 2022

Privacy-Preserving Process Mining with PM4Py (Extended Abstract).
Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), 2022

GECCO: Constraint-driven Abstraction of Low-level Event Logs.
Proceedings of the 38th IEEE International Conference on Data Engineering, 2022

Trace Clustering for User Behavior Mining.
Proceedings of the 30th European Conference on Information Systems, 2022

Uncovering Object-Centric Data in Classical Event Logs for the Automated Transformation from XES to OCEL.
Proceedings of the Business Process Management - 20th International Conference, 2022

CDLG: A Tool for the Generation of Event Logs with Concept Drifts.
Proceedings of the Best Dissertation Award, 2022

PET: An Annotated Dataset for Process Extraction from Natural Language Text Tasks.
Proceedings of the Business Process Management Workshops, 2022

Process Extraction from Natural Language Text: the PET Dataset and Annotation Guidelines.
Proceedings of the Sixth Workshop on Natural Language for Artificial Intelligence (NL4AI 2022) co-located with 21th International Conference of the Italian Association for Artificial Intelligence (AI*IA 2022), 2022

Complex Event Processing Methods for Process Querying.
Proceedings of the Process Querying Methods, 2022

2021
Natural language-based detection of semantic execution anomalies in event logs.
Inf. Syst., 2021

Partial Order Resolution of Event Logs for Process Conformance Checking (Extended abstract).
EMISA Forum, 2021

EIRES: Efficient Integration of Remote Data in Event Stream Processing.
Proceedings of the SIGMOD '21: International Conference on Management of Data, 2021

SaCoFa: Semantics-aware Control-flow Anonymization for Process Mining.
Proceedings of the 3rd International Conference on Process Mining, 2021

A Rule-Based Recommendation Approach for Business Process Modeling.
Proceedings of the Advanced Information Systems Engineering, 2021

Sketch2BPMN: Automatic Recognition of Hand-Drawn BPMN Models.
Proceedings of the Advanced Information Systems Engineering, 2021

Extracting Semantic Process Information from the Natural Language in Event Logs.
Proceedings of the Advanced Information Systems Engineering, 2021

On the Use of Knowledge Graph Completion Methods for Activity Recommendation in Business Process Modeling.
Proceedings of the Business Process Management Workshops, 2021

A Distance Measure for Privacy-Preserving Process Mining Based on Feature Learning.
Proceedings of the Business Process Management Workshops, 2021

RuM: Declarative Process Mining, Distilled.
Proceedings of the Business Process Management - 19th International Conference, 2021

2020
Efficient Process Conformance Checking on the Basis of Uncertain Event-to-Activity Mappings.
IEEE Trans. Knowl. Data Eng., 2020

Interval-based Queries over Lossy IoT Event Streams.
Trans. Data Sci., 2020

Estimating Process Conformance by Trace Sampling and Result Approximation.
EMISA Forum, 2020

Partial order resolution of event logs for process conformance checking.
Decis. Support Syst., 2020

Assessing the Compliance of Business Process Models with Regulatory Documents.
Proceedings of the Conceptual Modeling - 39th International Conference, 2020

PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information.
Proceedings of the Business Process Management - 18th International Conference, 2020

Declo: A Chatbot for User-friendly Specification of Declarative Process Models.
Proceedings of the Best Dissertation Award, 2020

Say It in Your Own Words: Defining Declarative Process Models Using Speech Recognition.
Proceedings of the Business Process Management Forum, 2020

2019
Searching textual and model-based process descriptions based on a unified data format.
Softw. Syst. Model., 2019

Using Hidden Markov Models for the accurate linguistic analysis of process model activity labels.
Inf. Syst., 2019

PRETSA: Event Log Sanitization for Privacy-aware Process Discovery - (Extended Abstract).
Inform. Spektrum, 2019

Natural Language Processing with Process Models (NLP4RE Report Paper).
Proceedings of the Joint Proceedings of REFSQ-2019 Workshops, 2019

PRETSA: Event Log Sanitization for Privacy-aware Process Discovery.
Proceedings of the International Conference on Process Mining, 2019

Extracting Declarative Process Models from Natural Language.
Proceedings of the Advanced Information Systems Engineering, 2019

Complex Event Processing for Event-Based Process Querying.
Proceedings of the Business Process Management Workshops, 2019

ELPaaS: Event Log Privacy as a Service.
Proceedings of the Dissertation Award, 2019

2018
Comparing and Aligning Process Representations - Foundations and Technical Solutions
Lecture Notes in Business Information Processing 323, Springer, ISBN: 978-3-319-94633-7, 2018

Checking process compliance against natural language specifications using behavioral spaces.
Inf. Syst., 2018

Aligning textual and model-based process descriptions.
Data Knowl. Eng., 2018

A probabilistic evaluation procedure for process model matching techniques.
Data Knowl. Eng., 2018

Towards Net-based Formal Methods for Complex Event Processing.
Proceedings of the Conference "Lernen, Wissen, Daten, Analysen", 2018

Challenges and Opportunities of Applying Natural Language Processing in Business Process Management.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Identifying Candidate Tasks for Robotic Process Automation in Textual Process Descriptions.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2018

Comparing and Aligning Process Representations.
Proceedings of the Dissertation Award, 2018

2017
Transforming unstructured natural language descriptions into measurable process performance indicators using Hidden Markov Models.
Inf. Syst., 2017

Comparing textual descriptions to process models - The automatic detection of inconsistencies.
Inf. Syst., 2017

Checking Process Compliance on the Basis of Uncertain Event-to-Activity Mappings.
Proceedings of the Advanced Information Systems Engineering, 2017

Instance-Based Process Matching Using Event-Log Information.
Proceedings of the Advanced Information Systems Engineering, 2017

Causes and Consequences of Fragmented Process Information: Insights from a Case Study.
Proceedings of the 23rd Americas Conference on Information Systems, 2017

2016
Detecting flight trajectory anomalies and predicting diversions in freight transportation.
Decis. Support Syst., 2016

Designing like a Pro: The automated composition of workflow activities.
Comput. Ind., 2016

Probabilistic Evaluation of Process Model Matching Techniques.
Proceedings of the Conceptual Modeling - 35th International Conference, 2016

Detecting Flight Trajectory Anomalies and Predicting Diversions in Freight Transportation (Extended Abstract).
Proceedings of the 7th International Workshop on Enterprise Modeling and Information Systems Architectures, 2016

Integrating Textual and Model-Based Process Descriptions for Comprehensive Process Search.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2016

Narrowing the Business-IT Gap in Process Performance Measurement.
Proceedings of the Advanced Information Systems Engineering, 2016

Dealing with Behavioral Ambiguity in Textual Process Descriptions.
Proceedings of the Business Process Management - 14th International Conference, 2016

Factors Leading to Business Process Noncompliance and its Positive and Negative Effects: Empirical Insights from a Case Study.
Proceedings of the 22nd Americas Conference on Information Systems, 2016

2015
On the Fragmentation of Process Information: Challenges, Solutions, and Outlook.
Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2015

Detecting Inconsistencies Between Process Models and Textual Descriptions.
Proceedings of the Business Process Management - 13th International Conference, 2015

Integrated Process and Decision Modeling for Data-Driven Processes.
Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015

2013
Composing Workflow Activities on the Basis of Data-Flow Structures.
Proceedings of the Business Process Management - 11th International Conference, 2013


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