Matthias Weidlich

ORCID

Publication Activity (10 Years)

Years Active: 2007-2023
Publications (10 Years): 140

Top Venues

University of Potsdam (PHD)

Education History

University of Potsdam

PHD

Publications

Sarah Kleest-Meißner, Rebecca Sattler, Markus L. Schmid, Nicole Schweikardt, Matthias Weidlich
Discovering Multi-Dimensional Subsequence Queries from Traces - From Theory to Practice. BTW (2023)
Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Matthias Weidlich, Thanh Thi Nguyen, Son Thai Mai, Quoc Viet Hung Nguyen
Detecting rumours with latency guarantees using massive streaming data. VLDB J. 32 (2) (2023)
Martin Kabierski, Stephan A. Fahrenkrog-Petersen, Matthias Weidlich
Hiding in the forest: Privacy-preserving process performance indicators. Inf. Syst. 112 (2023)
Felix Busch, Lina Xu, Dmitry Sushko, Matthias Weidlich, Daniel Truhn, Gustav Müller-Franzes, Maurice M. Heimer, Stefan Markus Niehues, Marcus R. Makowski, Markus Hinsche, Janis Lucas Vahldiek, Hugo J. W. L. Aerts, Lisa C. Adams, Keno K. Bressem
Dual center validation of deep learning for automated multi-label segmentation of thoracic anatomy in bedside chest radiographs. Comput. Methods Programs Biomed. 234 (2023)
Stephan A. Fahrenkrog-Petersen, Martin Kabierski, Han van der Aa, Matthias Weidlich
Semantics-aware mechanisms for control-flow anonymization in process mining. Inf. Syst. 114 (2023)
Ryan Hildebrant, Stephan A. Fahrenkrog-Petersen, Matthias Weidlich, Shangping Ren
PMDG: Privacy for Multi-Perspective Process Mining through Data Generalization. CoRR (2023)
Thanh Trung Huynh, Minh Hieu Nguyen, Thanh Tam Nguyen, Phi Le Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction. WSDM (2023)
Chi Thang Duong, Thanh Tam Nguyen, Trung-Dung Hoang, Hongzhi Yin, Matthias Weidlich, Quoc Viet Hung Nguyen
Deep MinCut: Learning Node Embeddings by Detecting Communities. Pattern Recognit. 134 (2023)
Thanh Tam Nguyen, Thanh Cong Phan, Minh Hieu Nguyen, Matthias Weidlich, Hongzhi Yin, Jun Jo, Quoc Viet Hung Nguyen
Model-Agnostic and Diverse Explanations for Streaming Rumour Graphs. CoRR (2022)
Stephan A. Fahrenkrog-Petersen, Niek Tax, Irene Teinemaa, Marlon Dumas, Massimiliano de Leoni, Fabrizio Maria Maggi, Matthias Weidlich
Fire now, fire later: alarm-based systems for prescriptive process monitoring. Knowl. Inf. Syst. 64 (2) (2022)
Martin Bauer, Han van der Aa, Matthias Weidlich
Sampling and approximation techniques for efficient process conformance checking. Inf. Syst. 104 (2022)
Chi Thang Duong, Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Son Thai Mai, Karl Aberer, Quoc Viet Hung Nguyen
Efficient and Effective Multi-Modal Queries Through Heterogeneous Network Embedding. IEEE Trans. Knowl. Data Eng. 34 (11) (2022)
Thanh Tam Nguyen, Thanh Trung Huynh, Hongzhi Yin, Matthias Weidlich, Thanh Thi Nguyen, Son Thai Mai, Quoc Viet Hung Nguyen
Detecting Rumours with Latency Guarantees using Massive Streaming Data. CoRR (2022)
Thanh Trung Huynh, Minh Hieu Nguyen, Thanh Tam Nguyen, Phi Le Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement Prediction. CoRR (2022)
Steven Purtzel, Samira Akili, Matthias Weidlich
Predicate-based push-pull communication for distributed CEP. DEBS (2022)
Sarah Kleest-Meißner, Rebecca Sattler, Markus L. Schmid, Nicole Schweikardt, Matthias Weidlich
Discovering Event Queries from Traces: Laying Foundations for Subsequence-Queries with Wildcards and Gap-Size Constraints. ICDT (2022)
Thanh Cong Phan, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Jun Jo, Quoc Viet Hung Nguyen
exRumourLens: Auditable Rumour Detection with Multi-View Explanations. ICDE (2022)
Mehdi Acheli, Daniela Grigori, Matthias Weidlich
Discovering and Analyzing Contextual Behavioral Patterns From Event Logs. IEEE Trans. Knowl. Data Eng. 34 (12) (2022)
Roee Shraga, Avigdor Gal, Dafna Schumacher, Arik Senderovich, Matthias Weidlich
Process discovery with context-aware process trees. Inf. Syst. 106 (2022)
Henrik Kirchmann, Stephan A. Fahrenkrog-Petersen, Martin Kabierski, Han van der Aa, Matthias Weidlich
Privacy-Preserving Process Mining with PM4Py (Extended Abstract). ICPM Doctoral Consortium / Demo (2022)
Adrian Rebmann, Matthias Weidlich, Han van der Aa
GECCO: Constraint-driven Abstraction of Low-level Event Logs. ICDE (2022)
Martin Kabierski, Stephan A. Fahrenkrog-Petersen, Glenn Dittmann, Matthias Weidlich
PaPPI: Privacy-aware Process Performance Indicators (Extended Abstract). ICPM Doctoral Consortium / Demo (2022)
Thanh Tam Nguyen, Thanh Cong Phan, Minh Hieu Nguyen, Matthias Weidlich, Hongzhi Yin, Jun Jo, Quoc Viet Hung Nguyen
Model-agnostic and diverse explanations for streaming rumour graphs. Knowl. Based Syst. 253 (2022)
Stephan A. Fahrenkrog-Petersen, Martin Kabierski, Fabian Rösel, Han van der Aa, Matthias Weidlich
SaCoFa: Semantics-aware Control-flow Anonymization for Process Mining. ICPM (2021)
Martin Kabierski, Hoang Lam Nguyen, Lars Grunske, Matthias Weidlich
Sampling What Matters: Relevance-guided Sampling of Event Logs. ICPM (2021)
Fabian Rösel, Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
A Distance Measure for Privacy-Preserving Process Mining Based on Feature Learning. Business Process Management Workshops (2021)
Adrian Rebmann, Matthias Weidlich, Han van der Aa
GECCO: Constraint-driven Abstraction of Low-level Event Logs. CoRR (2021)
Chi Thang Duong, Dung Hoang, Hongzhi Yin, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
Scalable Robust Graph Embedding with Spark. Proc. VLDB Endow. 15 (4) (2021)
Chi Thang Duong, Dung Hoang, Hongzhi Yin, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
Efficient Streaming Subgraph Isomorphism with Graph Neural Networks. Proc. VLDB Endow. 14 (5) (2021)
Bo Zhao, Han van der Aa, Thanh Tam Nguyen, Quoc Viet Hung Nguyen, Matthias Weidlich
EIRES: Efficient Integration of Remote Data in Event Stream Processing. SIGMOD Conference (2021)
Stephan A. Fahrenkrog-Petersen, Martin Kabierski, Fabian Rösel, Han van der Aa, Matthias Weidlich
SaCoFa: Semantics-aware Control-flow Anonymization for Process Mining. CoRR (2021)
Samira Akili, Matthias Weidlich
Reasoning on the Efficiency of Distributed Complex Event Processing. Fundam. Informaticae 179 (2) (2021)
Samira Akili, Matthias Weidlich
MuSE Graphs for Flexible Distribution of Event Stream Processing in Networks. SIGMOD Conference (2021)
Fabian Rösel, Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
A Distance Measure for Privacy-preserving Process Mining based on Feature Learning. CoRR (2021)
Martin Kabierski, Stephan A. Fahrenkrog-Petersen, Matthias Weidlich
Privacy-Aware Process Performance Indicators: Framework and Release Mechanisms. CAiSE (2021)
Martin Kabierski, Stephan A. Fahrenkrog-Petersen, Matthias Weidlich
Privacy-aware Process Performance Indicators: Framework and Release Mechanisms. CoRR (2021)
Ulf Leser, Marcus Hilbrich, Claudia Draxl, Peter Eisert, Lars Grunske, Patrick Hostert, Dagmar Kainmüller, Odej Kao, Birte Kehr, Timo Kehrer, Christoph Koch, Volker Markl, Henning Meyerhenke, Tilmann Rabl, Alexander Reinefeld, Knut Reinert, Kerstin Ritter, Björn Scheuermann, Florian Schintke, Nicole Schweikardt, Matthias Weidlich
The Collaborative Research Center FONDA. Datenbank-Spektrum 21 (3) (2021)
Ahmed Awad, Kristo Raun, Matthias Weidlich
Efficient Approximate Conformance Checking Using Trie Data Structures. ICPM (2021)
Artem Polyvyanyy, Andreas Solti, Matthias Weidlich, Claudio Di Ciccio, Jan Mendling
Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems. ACM Trans. Softw. Eng. Methodol. 29 (3) (2020)
Kiarash Diba, Kimon Batoulis, Matthias Weidlich, Mathias Weske
Extraction, correlation, and abstraction of event data for process mining. WIREs Data Mining Knowl. Discov. 10 (3) (2020)
Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich
Quantifying the Re-identication Risk of Event Logs for Process Mining. EMISA Forum 40 (1) (2020)
Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information. BPM (2020)
Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich
Quantifying the Re-identification Risk of Event Logs for Process Mining - Empiricial Evaluation Paper. CAiSE (2020)
Han van der Aa, Henrik Leopold, Matthias Weidlich
Partial order resolution of event logs for process conformance checking. Decis. Support Syst. 136 (2020)
Ahmed Awad, Matthias Weidlich, Sherif Sakr
Process Mining over Unordered Event Streams. ICPM (2020)
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Marlon Dumas, Peeter Laud, Alisa Pankova, Matthias Weidlich
Secure Multi-party Computation for Inter-organizational Process Mining. BPMDS/EMMSAD@CAiSE (2020)
Martin Bauer, Han van der Aa, Matthias Weidlich
Estimating Process Conformance by Trace Sampling and Result Approximation. EMISA Forum 40 (1) (2020)
Artem Polyvyanyy, Hanan Alkhammash, Claudio Di Ciccio, Luciano García-Bañuelos, Anna A. Kalenkova, Sander J. J. Leemans, Jan Mendling, Alistair Moffat, Matthias Weidlich
Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining. ICPM Doctoral Consortium / Tools (2020)
Saskia Nuñez von Voigt, Stephan A. Fahrenkrog-Petersen, Dominik Janssen, Agnes Koschmider, Florian Tschorsch, Felix Mannhardt, Olaf Landsiedel, Matthias Weidlich
Quantifying the Re-identification Risk of Event Logs for Process Mining. CoRR (2020)
Guy Berkenstadt, Avigdor Gal, Arik Senderovich, Roee Shraga, Matthias Weidlich
Queueing Inference for Process Performance Analysis with Missing Life-Cycle Data. ICPM (2020)
Han van der Aa, Henrik Leopold, Matthias Weidlich
Partial Order Resolution of Event Logs for Process Conformance Checking. CoRR (2020)
Chi Thang Duong, Hongzhi Yin, Dung Hoang, Minn Hung Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
Graph Embeddings for One-pass Processing of Heterogeneous Queries. ICDE (2020)
Artem Polyvyanyy, Hanan Alkhammash, Claudio Di Ciccio, Luciano García-Bañuelos, Anna A. Kalenkova, Sander J. J. Leemans, Jan Mendling, Alistair Moffat, Matthias Weidlich
Entropia: A Family of Entropy-Based Conformance Checking Measures for Process Mining. CoRR (2020)
Karolin Winter, Han van der Aa, Stefanie Rinderle-Ma, Matthias Weidlich
Assessing the Compliance of Business Process Models with Regulatory Documents. ER (2020)
Bo Zhao, Nguyen Quoc Viet Hung, Matthias Weidlich
Load Shedding for Complex Event Processing: Input-based and State-based Techniques. ICDE (2020)
Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information. CoRR (2020)
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Marlon Dumas, Peeter Laud, Alisa Pankova, Matthias Weidlich
Shareprom: A Tool for Privacy-Preserving Inter-Organizational Process Mining. BPM (PhD/Demos) (2020)
Thanh Trung Huynh, Van Vinh Tong, Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Nguyen Quoc Viet Hung
Adaptive Network Alignment with Unsupervised and Multi-order Convolutional Networks. ICDE (2020)
Nimrod Busany, Han van der Aa, Arik Senderovich, Avigdor Gal, Matthias Weidlich
Interval-based Queries over Lossy IoT Event Streams. Trans. Data Sci. 1 (4) (2020)
Artem Polyvyanyy, Andreas Solti, Matthias Weidlich, Claudio Di Ciccio, Jan Mendling
Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems. EMISA Forum 40 (1) (2020)
Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Bolong Zheng, Quang Huy Nguyen, Quoc Viet Hung Nguyen
FactCatch: Incremental Pay-as-You-Go Fact Checking with Minimal User Effort. SIGIR (2020)
Nguyen Quoc Viet Hung, Matthias Weidlich, Thanh Tam Nguyen, Zoltán Miklós, Karl Aberer, Avigdor Gal, Bela Stantic
Handling probabilistic integrity constraints in pay-as-you-go reconciliation of data models. Inf. Syst. 83 (2019)
Arik Senderovich, Matthias Weidlich, Avigdor Gal
Context-aware temporal network representation of event logs: Model and methods for process performance analysis. Inf. Syst. 84 (2019)
David M. Eyers, Avigdor Gal, Hans-Arno Jacobsen, Matthias Weidlich
Introduction to the Special Issue on Integrating Process-oriented and Event-based Systems. Inf. Syst. 81 (2019)
Martin Bauer, Stephan A. Fahrenkrog-Petersen, Agnes Koschmider, Felix Mannhardt, Han van der Aa, Matthias Weidlich
ELPaaS: Event Log Privacy as a Service. BPM (PhD/Demos) (2019)
Agnes Koschmider, Martin Degeling, Matthias Weidlich
Process Analytics over IoT-based Event Streams with Privacy Guarantees. Inform. Spektrum 42 (5) (2019)
Chi Thang Duong, Hongzhi Yin, Thanh Dat Hoang, Truong Giang Le Ba, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer
Parallel Computation of Graph Embeddings. CoRR (2019)
Josep Carmona, Matthias Weidlich, Boudewijn F. van Dongen
Actionable Conformance Checking: From Intuitions to Code. eBISS (2019)
Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
PRETSA: Event Log Sanitization for Privacy-aware Process Discovery. ICPM (2019)
Thanh Tam Nguyen, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Quoc Viet Hung Nguyen, Bela Stantic
From Anomaly Detection to Rumour Detection using Data Streams of Social Platforms. Proc. VLDB Endow. 12 (9) (2019)
Alexandros Koliousis, Pijika Watcharapichat, Matthias Weidlich, Luo Mai, Paolo Costa, Peter R. Pietzuch
Crossbow: Scaling Deep Learning with Small Batch Sizes on Multi-GPU Servers. Proc. VLDB Endow. 12 (11) (2019)
Roee Shraga, Avigdor Gal, Dafna Schumacher, Arik Senderovich, Matthias Weidlich
Inductive Context-aware Process Discovery. ICPM (2019)
Felix Mannhardt, Agnes Koschmider, Nathalie Baracaldo, Matthias Weidlich, Judith Michael
Privacy-Preserving Process Mining - Differential Privacy for Event Logs. Bus. Inf. Syst. Eng. 61 (5) (2019)
Thanh Tam Nguyen, Hongzhi Yin, Matthias Weidlich, Bolong Zheng, Quoc Viet Hung Nguyen, Bela Stantic
User Guidance for Efficient Fact Checking. Proc. VLDB Endow. 12 (8) (2019)
Alexandros Koliousis, Pijika Watcharapichat, Matthias Weidlich, Luo Mai, Paolo Costa, Peter R. Pietzuch
CROSSBOW: Scaling Deep Learning with Small Batch Sizes on Multi-GPU Servers. CoRR (2019)
Felix Mannhardt, Agnes Koschmider, Nathalie Baracaldo, Matthias Weidlich, Judith Michael
Privacy-preserving Process Mining: Differential - Privacy for Event Logs (Extended Abstract). Inform. Spektrum 42 (5) (2019)
Gamal Elkoumy, Stephan A. Fahrenkrog-Petersen, Marlon Dumas, Peeter Laud, Alisa Pankova, Matthias Weidlich
Secure Multi-Party Computation for Inter-Organizational Process Mining. CoRR (2019)
Matthias Weidlich
What spreadsheets are to numbers, process mining is to events. Inform. Spektrum 42 (5) (2019)
Mehdi Acheli, Daniela Grigori, Matthias Weidlich
Efficient Discovery of Compact Maximal Behavioral Patterns from Event Logs. CAiSE (2019)
Stephan A. Fahrenkrog-Petersen, Niek Tax, Irene Teinemaa, Marlon Dumas, Massimiliano de Leoni, Fabrizio Maria Maggi, Matthias Weidlich
Fire Now, Fire Later: Alarm-Based Systems for Prescriptive Process Monitoring. CoRR (2019)
Arik Senderovich, J. Christopher Beck, Avigdor Gal, Matthias Weidlich
Congestion Graphs for Automated Time Predictions. AAAI (2019)
Martin Bauer, Han van der Aa, Matthias Weidlich
Estimating Process Conformance by Trace Sampling and Result Approximation. BPM (2019)
Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich
PRETSA: Event Log Sanitization for Privacy-aware Process Discovery - (Extended Abstract). Inform. Spektrum 42 (5) (2019)
Arik Senderovich, Alexander Shleyfman, Matthias Weidlich, Avigdor Gal, Avishai Mandelbaum
To aggregate or to eliminate? Optimal model simplification for improved process performance prediction. Inf. Syst. 78 (2018)
Michael Offel, Han van der Aa, Matthias Weidlich
Towards Net-based Formal Methods for Complex Event Processing. LWDA (2018)
Avigdor Gal, Arik Senderovich, Matthias Weidlich
Challenge Paper: Data Quality Issues in Queue Mining. ACM J. Data Inf. Qual. 9 (4) (2018)
Artem Polyvyanyy, Jan Sürmeli, Matthias Weidlich
Interleaving isotactics - An equivalence notion on behaviour abstractions. Theor. Comput. Sci. 737 (2018)
Martin Bauer, Arik Senderovich, Avigdor Gal, Lars Grunske, Matthias Weidlich
How Much Event Data Is Enough? A Statistical Framework for Process Discovery. CAiSE (2018)
Quoc Viet Hung Nguyen, Huynh Huu Viet, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Xiaofang Zhou
Computing Crowd Consensus with Partial Agreement. ICDE (2018)
Quoc Viet Hung Nguyen, Kai Zheng, Matthias Weidlich, Bolong Zheng, Hongzhi Yin, Thanh Tam Nguyen, Bela Stantic
What-If Analysis with Conflicting Goals: Recommending Data Ranges for Exploration. ICDE (2018)
Nguyen Quoc Viet Hung, Huynh Huu Viet, Thanh Tam Nguyen, Matthias Weidlich, Hongzhi Yin, Xiaofang Zhou
Computing Crowd Consensus with Partial Agreement. IEEE Trans. Knowl. Data Eng. 30 (1) (2018)
Raul Castro Fernandez, William Culhane, Pijika Watcharapichat, Matthias Weidlich, Victoria Lopez Morales, Peter R. Pietzuch
Meta-Dataflows: Efficient Exploratory Dataflow Jobs. SIGMOD Conference (2018)
Jan Mendling, Ingo Weber, Wil M. P. van der Aalst, Jan vom Brocke, Cristina Cabanillas, Florian Daniel, Søren Debois, Claudio Di Ciccio, Marlon Dumas, Schahram Dustdar, Avigdor Gal, Luciano García-Bañuelos, Guido Governatori, Richard Hull, Marcello La Rosa, Henrik Leopold, Frank Leymann, Jan Recker, Manfred Reichert, Hajo A. Reijers, Stefanie Rinderle-Ma, Andreas Solti, Michael Rosemann, Stefan Schulte, Munindar P. Singh, Tijs Slaats, Mark Staples, Barbara Weber, Matthias Weidlich, Mathias Weske, Xiwei Xu, Liming Zhu
Blockchains for Business Process Management - Challenges and Opportunities. ACM Trans. Manag. Inf. Syst. 9 (1) (2018)
Artem Polyvyanyy, Andreas Solti, Matthias Weidlich, Claudio Di Ciccio, Jan Mendling
Monotone Precision and Recall Measures for Comparing Executions and Specifications of Dynamic Systems. CoRR (2018)
Matthias Weidlich
Formal Analysis of Complex Event Processing - Potential and Challenges. CS&P (2018)
Andrea Burattin, Pnina Soffer, Dirk Fahland, Jan Mendling, Hajo A. Reijers, Irene T. P. Vanderfeesten, Matthias Weidlich, Barbara Weber
Who Is Behind the Model? Classifying Modelers Based on Pragmatic Model Features. BPM (2018)
Matthias J. Sax, Guozhang Wang, Matthias Weidlich, Johann-Christoph Freytag
Streams and Tables: Two Sides of the Same Coin. BIRTE (2018)
Avigdor Gal, Arik Senderovich, Matthias Weidlich
Online Temporal Analysis of Complex Systems Using IoT Data Sensing. ICDE (2018)
Yossi Dahari, Avigdor Gal, Arik Senderovich, Matthias Weidlich
Fusion-Based Process Discovery. CAiSE (2018)
Matthias Weidlich
A self-portrayal of GI Junior Fellow Matthias Weidlich: Event-driven analysis of service processes. it Inf. Technol. 60 (1) (2018)

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Publication Activity (10 Years)

Top Topics

Top Venues

Matthias Weidlich