Lambda Architecture for Anomaly Detection in Online Process Mining Using Autoencoders

Advances in Computational Collective Intelligence - Communications in Computer and Information Science ◽

10.1007/978-3-030-63119-2_47 ◽

2020 ◽

pp. 579-589

Author(s):

Philippe Krajsic ◽

Bogdan Franczyk

Keyword(s):

Anomaly Detection ◽

Process Mining ◽

Lambda Architecture ◽

Online Process

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Variational Autoencoder for Anomaly Detection in Event Data in Online Process Mining

Proceedings of the 23rd International Conference on Enterprise Information Systems ◽

10.5220/0010375905670574 ◽

2021 ◽

Author(s):

Philippe Krajsic ◽

Bogdan Franczyk

Keyword(s):

Anomaly Detection ◽

Process Mining ◽

Event Data ◽

Variational Autoencoder ◽

Online Process

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Augmented Time Regularized Generative Adversarial Network (ATR-GAN) for Data Augmentation in Online Process Anomaly Detection

IEEE Transactions on Automation Science and Engineering ◽

10.1109/tase.2021.3118635 ◽

2021 ◽

pp. 1-18

Author(s):

Yuxuan Li ◽

Zhangyue Shi ◽

Chenang Liu ◽

Wenmeng Tian ◽

Zhenyu Kong ◽

...

Keyword(s):

Anomaly Detection ◽

Data Augmentation ◽

Generative Adversarial Network ◽

Adversarial Network ◽

Online Process

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Overlapping Analytic Stages in Online Process Mining

2019 IEEE International Conference on Services Computing (SCC) ◽

10.1109/scc.2019.00037 ◽

2019 ◽

Author(s):

Gabriel Marques Tavares ◽

Paolo Ceravolo ◽

Victor G. Turrisi Da Costa ◽

Ernesto Damiani ◽

Sylvio Barbon Junior

Keyword(s):

Process Mining ◽

Online Process

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Process mining-based anomaly detection of additive manufacturing process activities using a game theory modeling approach

Computers & Industrial Engineering ◽

10.1016/j.cie.2020.106584 ◽

2020 ◽

Vol 146 ◽

pp. 106584

Author(s):

Shideh Saraeian ◽

Babak Shirazi

Keyword(s):

Game Theory ◽

Additive Manufacturing ◽

Anomaly Detection ◽

Manufacturing Process ◽

Process Mining ◽

Modeling Approach

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Process Mining Encoding via Meta-learning for an Enhanced Anomaly Detection

New Trends in Database and Information Systems - Communications in Computer and Information Science ◽

10.1007/978-3-030-85082-1_15 ◽

2021 ◽

pp. 157-168

Author(s):

Gabriel Marques Tavares ◽

Sylvio Barbon Junior

Keyword(s):

Anomaly Detection ◽

Process Mining ◽

Meta Learning

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An Innovative Online Process Mining Framework for Supporting Incremental GDPR Compliance of Business Processes

2019 IEEE International Conference on Big Data (Big Data) ◽

10.1109/bigdata47090.2019.9005705 ◽

2019 ◽

Cited By ~ 1

Author(s):

Rashid Zaman ◽

Alfredo Cuzzocrea ◽

Marwan Hassani

Keyword(s):

Business Processes ◽

Process Mining ◽

Online Process

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Anomaly Detection Using Process Mining

Enterprise, Business-Process and Information Systems Modeling - Lecture Notes in Business Information Processing ◽

10.1007/978-3-642-01862-6_13 ◽

2009 ◽

pp. 149-161 ◽

Cited By ~ 24

Author(s):

Fábio Bezerra ◽

Jacques Wainer ◽

W. M. P. van der Aalst

Keyword(s):

Anomaly Detection ◽

Process Mining

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Online Process Mining

Encyclopedia of Big Data Technologies ◽

10.1007/978-3-319-77525-8_100246 ◽

2019 ◽

pp. 1218-1218

Keyword(s):

Process Mining ◽

Online Process

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Evaluation Goals for Online Process Mining: a Concept Drift Perspective

IEEE Transactions on Services Computing ◽

10.1109/tsc.2020.3004532 ◽

2020 ◽

pp. 1-1

Author(s):

Paolo Ceravolo ◽

Gabriel Marques Tavares ◽

Sylvio Barbon Junior ◽

Ernesto Damiani

Keyword(s):

Process Mining ◽

Concept Drift ◽

Online Process

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Anomaly detection for industrial control systems using process mining

Computers & Security ◽

10.1016/j.cose.2018.06.002 ◽

2018 ◽

Vol 78 ◽

pp. 103-125 ◽

Cited By ~ 18

Author(s):

David Myers ◽

Suriadi Suriadi ◽

Kenneth Radke ◽

Ernest Foo

Keyword(s):

Anomaly Detection ◽

Control Systems ◽

Process Mining ◽

Industrial Control ◽

Industrial Control Systems

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