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Matthias Weidlich 0001
Person information
- affiliation: Humboldt-University Berlin, Germany
Other persons with the same name
- Matthias Weidlich 0002
— Charité - Universitätsmedizin Berlin, Germany
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2020 – today
- 2025
- [j75]Thanh Toan Nguyen, Nguyen Quoc Viet Hung, Thanh Tam Nguyen, Thanh Trung Huynh, Thanh Thi Nguyen, Matthias Weidlich, Hongzhi Yin:
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures. ACM Comput. Surv. 57(1): 3:1-3:39 (2025) - [j74]Martin Kabierski, Markus Richter, Matthias Weidlich:
Quantifying and relating the completeness and diversity of process representations using species estimation. Inf. Syst. 130: 102512 (2025) - [j73]Thanh Tam Nguyen, Thanh Toan Nguyen, Matthias Weidlich, Jun Jo, Quoc Viet Hung Nguyen, Hongzhi Yin, Alan Wee-Chung Liew:
Handling Low Homophily in Recommender Systems With Partitioned Graph Transformer. IEEE Trans. Knowl. Data Eng. 37(1): 334-350 (2025) - 2024
- [j72]Steven Purtzel, Samira Akili, Matthias Weidlich:
Efficient multi-query evaluation for distributed CEP through predicate-based push-pull plans. Inf. Syst. 120: 102250 (2024) - [j71]Samira Akili
, Steven Purtzel
, Matthias Weidlich
:
DecoPa: Query Decomposition for Parallel Complex Event Processing. Proc. ACM Manag. Data 2(3): 132 (2024) - [c141]Steven Purtzel
, Samira Akili
, Matthias Weidlich
:
On-Demand Pattern Aggregation in Event Networks. BiDEDE@SIGMOD 2024: 1:1-1:6 - [c140]Ali J. Alaee, Matthias Weidlich, Arik Senderovich:
Data-Driven Decision Support for Business Processes: Causal Reasoning and Discovery. BPM (Forum) 2024: 90-106 - [c139]Martin Kabierski, Christian Imenkamp, Agnes Koschmider, Matthias Weidlich:
SpeciAL4PM: Species Analysis of Event Logs for Process Mining. BPM (Demos / Resources Forum) 2024: 136-140 - [c138]Christoffer Rubensson
, Jan Mendling
, Matthias Weidlich
:
Variants of Variants: Context-Based Variant Analysis for Process Mining. CAiSE 2024: 387-402 - [c137]Martin Kabierski, Markus Richter, Matthias Weidlich:
Addressing the Log Representativeness Problem using Species Discovery (Extended Abstract). EMISA 2024 - [c136]Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich:
Privacy-Aware Analysis based on Data Series. ICDE 2024: 5365-5370 - [c135]Nourhan Elfaramawy, Fatma Deniz, Lars Grunske, Marcus Hilbrich, Timo Kehrer, Anna-Lena Lamprecht, Jan Mendling, Matthias Weidlich:
On Managing Large Collections of Scientific Workflows. Modellierung (Workshops) 2024: 12 - [c134]Thanh Trung Huynh, Trong Bang Nguyen, Phi Le Nguyen, Thanh Tam Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer:
Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience. ECML/PKDD (5) 2024: 55-72 - [c133]Sebastian Pohl
, Nourhan Elfaramawy
, Artur Miling
, Kedi Cao
, Birte Kehr
, Matthias Weidlich
:
How Do Users Design Scientific Workflows? The Case of Snakemake and Nextflow. SSDBM 2024: 10:1-10:12 - [i29]Mehdi Acheli, Daniela Grigori, Matthias Weidlich:
Mining a Minimal Set of Behavioral Patterns using Incremental Evaluation. CoRR abs/2402.02921 (2024) - [i28]Thanh Toan Nguyen, Quoc Viet Hung Nguyen, Thanh Tam Nguyen, Thanh Trung Huynh, Thanh Thi Nguyen, Matthias Weidlich, Hongzhi Yin:
Manipulating Recommender Systems: A Survey of Poisoning Attacks and Countermeasures. CoRR abs/2404.14942 (2024) - [i27]Thanh Trung Huynh, Trong Bang Nguyen, Phi Le Nguyen, Thanh Tam Nguyen, Matthias Weidlich, Quoc Viet Hung Nguyen, Karl Aberer:
Fast-FedUL: A Training-Free Federated Unlearning with Provable Skew Resilience. CoRR abs/2405.18040 (2024) - [i26]Henrik Kirchmann, Stephan A. Fahrenkrog-Petersen, Felix Mannhardt, Matthias Weidlich:
Control-flow Reconstruction Attacks on Business Process Models. CoRR abs/2409.10986 (2024) - 2023
- [j70]Stephan A. Fahrenkrog-Petersen
, Han van der Aa
, Matthias Weidlich:
Optimal event log sanitization for privacy-preserving process mining. Data Knowl. Eng. 145: 102175 (2023) - [j69]Martin Kabierski, Stephan A. Fahrenkrog-Petersen
, Matthias Weidlich:
Hiding in the forest: Privacy-preserving process performance indicators. Inf. Syst. 112: 102127 (2023) - [j68]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: 102169 (2023) - [j67]Thanh Toan Nguyen, Thanh Trung Huynh, Matthias Weidlich
, Quan Thanh Tho, Hongzhi Yin
, Karl Aberer
, Quoc Viet Hung Nguyen
:
Scalable maximal subgraph mining with backbone-preserving graph convolutions. Inf. Sci. 644: 119287 (2023) - [j66]Samira Akili
, Steven Purtzel
, Matthias Weidlich
:
INEv: In-Network Evaluation for Event Stream Processing. Proc. ACM Manag. Data 1(1): 101:1-101:26 (2023) - [j65]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: 109126 (2023) - [j64]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): 369-387 (2023) - [c132]Stephan A. Fahrenkrog-Petersen
, Arik Senderovich, Alexandra Tichauer, Ali Kaan Tutak, J. Christopher Beck, Matthias Weidlich:
Privacy Attacks on Schedule-Driven Data. AAAI 2023: 11972-11979 - [c131]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: 511-533 - [c130]Ryan Hildebrant, Stephan A. Fahrenkrog-Petersen, Matthias Weidlich, Shangping Ren:
PMDG: Privacy for Multi-perspective Process Mining Through Data Generalization. CAiSE 2023: 506-521 - [c129]Kedi Cao, Nourhan Elfaramawy, Matthias Weidlich, Birte Kehr:
From Program Chains to Exploratory Workflows: PopinSnake for Genomic Insertion Detection. e-Science 2023: 1-7 - [c128]Thanh Tam Nguyen, Chi Thang Duong, Hongzhi Yin, Matthias Weidlich, Son Thai Mai, Karl Aberer, Quoc Viet Hung Nguyen:
Efficient and Effective Multi-Modal Queries through Heterogeneous Network Embedding (Extended Abstract). ICDE 2023: 3791-3792 - [c127]Martin Kabierski, Markus Richter, Matthias Weidlich:
Addressing the Log Representativeness Problem using Species Discovery. ICPM 2023: 65-72 - [c126]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: 850-858 - [e11]Marco Montali
, Arik Senderovich
, Matthias Weidlich
:
Process Mining Workshops - ICPM 2022 International Workshops, Bozen-Bolzano, Italy, October 23-28, 2022, Revised Selected Papers. Lecture Notes in Business Information Processing 468, Springer 2023, ISBN 978-3-031-27814-3 [contents] - [i25]Ryan Hildebrant, Stephan A. Fahrenkrog-Petersen, Matthias Weidlich, Shangping Ren:
PMDG: Privacy for Multi-Perspective Process Mining through Data Generalization. CoRR abs/2305.00960 (2023) - [i24]Timotheus Kampik, Christian Warmuth, Adrian Rebmann, Ron Agam, Lukas N. P. Egger, Andreas Gerber, Johannes Hoffart, Jonas Kolk, Philipp Herzig, Gero Decker, Han van der Aa, Artem Polyvyanyy, Stefanie Rinderle-Ma, Ingo Weber, Matthias Weidlich:
Large Process Models: Business Process Management in the Age of Generative AI. CoRR abs/2309.00900 (2023) - [i23]Sebastian Pohl, Nourhan Elfaramawy, Kedi Cao, Birte Kehr, Matthias Weidlich:
How do users design scientific workflows? The Case of Snakemake. CoRR abs/2309.14097 (2023) - [i22]Ivan Donadello, Jonghyeon Ko
, Fabrizio Maria Maggi, Jan Mendling, Francesco Riva, Matthias Weidlich:
Knowledge-Driven Modulation of Neural Networks with Attention Mechanism for Next Activity Prediction. CoRR abs/2312.08847 (2023) - 2022
- [j63]Martin Bauer, Han van der Aa
, Matthias Weidlich
:
Sampling and approximation techniques for efficient process conformance checking. Inf. Syst. 104: 101666 (2022) - [j62]Roee Shraga
, Avigdor Gal, Dafna Schumacher, Arik Senderovich, Matthias Weidlich
:
Process discovery with context-aware process trees. Inf. Syst. 106: 101533 (2022) - [j61]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): 559-587 (2022) - [j60]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: 109438 (2022) - [j59]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): 5307-5320 (2022) - [j58]Mehdi Acheli
, Daniela Grigori
, Matthias Weidlich
:
Discovering and Analyzing Contextual Behavioral Patterns From Event Logs. IEEE Trans. Knowl. Data Eng. 34(12): 5708-5721 (2022) - [c125]Steven Purtzel, Samira Akili, Matthias Weidlich:
Predicate-based push-pull communication for distributed CEP. DEBS 2022: 31-42 - [c124]Adrian Rebmann, Matthias Weidlich, Han van der Aa
:
GECCO: Constraint-driven Abstraction of Low-level Event Logs. ICDE 2022: 150-163 - [c123]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: 3174-3177 - [c122]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: 18:1-18:21 - [c121]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: 85-89 - [c120]Martin Kabierski, Stephan A. Fahrenkrog-Petersen
, Glenn Dittmann, Matthias Weidlich:
PaPPI: Privacy-aware Process Performance Indicators (Extended Abstract). ICPM Doctoral Consortium / Demo 2022: 113-117 - [p5]Josep Carmona, Boudewijn F. van Dongen, Matthias Weidlich:
Conformance Checking: Foundations, Milestones and Challenges. Process Mining Handbook 2022: 155-190 - [p4]Han van der Aa, Alexander Artikis, Matthias Weidlich:
Complex Event Processing Methods for Process Querying. Process Querying Methods 2022: 479-510 - [i21]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 abs/2205.06580 (2022) - [i20]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 abs/2207.08098 (2022) - [i19]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 abs/2211.07400 (2022) - 2021
- [j57]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): 255-260 (2021) - [j56]Han van der Aa, Henrik Leopold, Matthias Weidlich:
Partial Order Resolution of Event Logs for Process Conformance Checking (Extended abstract). EMISA Forum 41(1): 23-24 (2021) - [j55]Samira Akili, Matthias Weidlich
:
Reasoning on the Efficiency of Distributed Complex Event Processing. Fundam. Informaticae 179(2): 113-134 (2021) - [j54]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): 730-742 (2021) - [j53]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): 914-922 (2021) - [c119]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: 73-85 - [c118]Martin Kabierski, Stephan A. Fahrenkrog-Petersen
, Matthias Weidlich
:
Privacy-Aware Process Performance Indicators: Framework and Release Mechanisms. CAiSE 2021: 19-36 - [c117]Ahmed Awad
, Kristo Raun, Matthias Weidlich:
Efficient Approximate Conformance Checking Using Trie Data Structures. ICPM 2021: 1-8 - [c116]Martin Kabierski, Hoang Lam Nguyen, Lars Grunske, Matthias Weidlich:
Sampling What Matters: Relevance-guided Sampling of Event Logs. ICPM 2021: 64-71 - [c115]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: 72-79 - [c114]Samira Akili, Matthias Weidlich
:
MuSE Graphs for Flexible Distribution of Event Stream Processing in Networks. SIGMOD Conference 2021: 10-22 - [c113]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: 2128-2141 - [p3]Matthias Weidlich:
Abweichungsanalyse (Conformance Checking). Prozessmanagement und Process-Mining - Grundlagen 2021: 199-234- - [e10]Ladjel Bellatreche
, Marlon Dumas
, Panagiotis Karras
, Raimundas Matulevicius
, Ahmed Awad
, Matthias Weidlich
, Mirjana Ivanovic
, Olaf Hartig
:
New Trends in Database and Information Systems - ADBIS 2021 Short Papers, Doctoral Consortium and Workshops: DOING, SIMPDA, MADEISD, MegaData, CAoNS, Tartu, Estonia, August 24-26, 2021, Proceedings. Communications in Computer and Information Science 1450, Springer 2021, ISBN 978-3-030-85081-4 [contents] - [i18]Martin Kabierski, Stephan A. Fahrenkrog-Petersen, Matthias Weidlich:
Privacy-aware Process Performance Indicators: Framework and Release Mechanisms. CoRR abs/2103.11740 (2021) - [i17]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 abs/2107.06578 (2021) - [i16]Stephan A. Fahrenkrog-Petersen, Martin Kabierski, Fabian Rösel, Han van der Aa, Matthias Weidlich:
SaCoFa: Semantics-aware Control-flow Anonymization for Process Mining. CoRR abs/2109.08501 (2021) - [i15]Adrian Rebmann, Matthias Weidlich, Han van der Aa:
GECCO: Constraint-driven Abstraction of Low-level Event Logs. CoRR abs/2112.01897 (2021) - 2020
- [j52]Han van der Aa
, Henrik Leopold
, Matthias Weidlich
:
Partial order resolution of event logs for process conformance checking. Decis. Support Syst. 136: 113347 (2020) - [j51]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): 15-16 (2020) - [j50]Martin Bauer, Han van der Aa, Matthias Weidlich:
Estimating Process Conformance by Trace Sampling and Result Approximation. EMISA Forum 40(1): 17-18 (2020) - [j49]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): 23-24 (2020) - [j48]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): 27:1-27:27 (2020) - [j47]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): 17:1-17:41 (2020) - [j46]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) - [c112]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: 72-76 - [c111]Stephan A. Fahrenkrog-Petersen
, Han van der Aa
, Matthias Weidlich
:
PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information. BPM 2020: 111-128 - [c110]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: 166-181 - [c109]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: 252-267 - [c108]Karolin Winter
, Han van der Aa
, Stefanie Rinderle-Ma, Matthias Weidlich
:
Assessing the Compliance of Business Process Models with Regulatory Documents. ER 2020: 189-203 - [c107]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: 85-96 - [c106]Bo Zhao
, Nguyen Quoc Viet Hung
, Matthias Weidlich
:
Load Shedding for Complex Event Processing: Input-based and State-based Techniques. ICDE 2020: 1093-1104 - [c105]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: 1994-1997 - [c104]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: 39-42 - [c103]Guy Berkenstadt, Avigdor Gal, Arik Senderovich, Roee Shraga, Matthias Weidlich
:
Queueing Inference for Process Performance Analysis with Missing Life-Cycle Data. ICPM 2020: 57-64 - [c102]Ahmed Awad
, Matthias Weidlich
, Sherif Sakr:
Process Mining over Unordered Event Streams. ICPM 2020: 81-88 - [c101]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: 2165-2168 - [i14]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 abs/2003.10707 (2020) - [i13]Stephan A. Fahrenkrog-Petersen, Han van der Aa, Matthias Weidlich:
PRIPEL: Privacy-Preserving Event Log Publishing Including Contextual Information. CoRR abs/2006.12856 (2020) - [i12]Han van der Aa, Henrik Leopold, Matthias Weidlich:
Partial Order Resolution of Event Logs for Process Conformance Checking. CoRR abs/2007.02416 (2020) - [i11]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 abs/2008.09558 (2020)
2010 – 2019
- 2019
- [j45]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): 595-614 (2019) - [j44]Agnes Koschmider, Martin Degeling, Matthias Weidlich
:
Process Analytics over IoT-based Event Streams with Privacy Guarantees. Inform. Spektrum 42(5): 323 (2019) - [j43]Matthias Weidlich
:
What spreadsheets are to numbers, process mining is to events. Inform. Spektrum 42(5): 327-331 (2019) - [j42]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): 349-351 (2019) - [j41]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): 352-353 (2019) - [j40]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: 179-180 (2019) - [j39]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: 166-180 (2019) - [j38]Arik Senderovich, Matthias Weidlich
, Avigdor Gal:
Context-aware temporal network representation of event logs: Model and methods for process performance analysis. Inf. Syst. 84: 240-254 (2019) - [j37]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): 850-863 (2019) - [j36]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): 1016-1029 (2019) - [j35]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): 1399-1413 (2019) - [c100]Arik Senderovich, J. Christopher Beck, Avigdor Gal, Matthias Weidlich:
Congestion Graphs for Automated Time Predictions. AAAI 2019: 4854-4861 - [c99]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: 159-163 - [c98]Martin Bauer, Han van der Aa
, Matthias Weidlich
:
Estimating Process Conformance by Trace Sampling and Result Approximation. BPM 2019: 179-197 - [c97]Mehdi Acheli
, Daniela Grigori, Matthias Weidlich
:
Efficient Discovery of Compact Maximal Behavioral Patterns from Event Logs. CAiSE 2019: 579-594 - [c96]Josep Carmona, Matthias Weidlich
, Boudewijn F. van Dongen:
Actionable Conformance Checking: From Intuitions to Code. eBISS 2019: 1-24 - [c95]Stephan A. Fahrenkrog-Petersen
, Han van der Aa
, Matthias Weidlich
:
PRETSA: Event Log Sanitization for Privacy-aware Process Discovery. ICPM 2019: 1-8 - [c94]Roee Shraga, Avigdor Gal, Dafna Schumacher, Arik Senderovich, Matthias Weidlich
:
Inductive Context-aware Process Discovery. ICPM 2019: 33-40 - [e9]