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Process Mining
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A Novel Token-Based Replay Technique to Speed Up Conformance Checking and Process Enhancement
Accepted at Petri Nets and Other Models of Concurrency (ToPNoC)
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Extracting Multiple Viewpoint Models from Relational Databases
Accepted at SIMPDA 2018-2019 postproceedings (Springer, Lecture Notes in Business Information Processing)
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PM4Py Web Services: Easy Development, Integration and Deployment of Process Mining Features in any Application Stack
Accepted at BPM 2019 Demo Track (BPM 2019, 04 September 2019)
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Increasing Scalability of Process Mining using Event Dataframes: How Data Structure Matters
Preprint
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Filtering Toolkit: Interactively Filter Event Logs to Improve the Quality of Discovered Models
Accepted at BPM 2019 Demo Track (BPM 2019, 04 September 2019)
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Process Mining on Event Graphs: a Framework to Extensively Support Projects
Accepted at BPM 2019 Doctoral Consortium (BPM 2019, 01 September 2019)
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Reviving Token-based Replay: Increasing Speed While Improving Diagnostics
Accepted at ATAED 2019 Workshop (ICPM 2019, 25 June 2019)
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Process Mining for Python (PM4Py): Bridging the Gap Between Process- and Data Science
Accepted at ICPM 2019 Demo Track (ICPM 2019, 26 June 2019)
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StarStar Models: Using Events at Database Level for Process Analysis
(Presented at SIMPDA 2018, Sevilla 13-14 December 2018, CEUR Workshop Proceedings Vol. 2270, ISSN 1613-0073)
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StarStar Models: Process Analysis on top of Databases
(Pre-print (arXiv))
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Statistical Sampling in Process Mining Discovery
(Presented at IARIA eKNOW 2017, Nice 19-23 March 2017, ISSN 2308-4375, ISBN 978-1-61208-542-5)
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Mining Weighted Leaders and Peripheral Workers in Organizational Social Networks based on Event Logs
(Presented at IARIA HUSO 2016, Barcelona 13-17 November 2017, ISSN 2519-8351, ISBN 978-1-61208-519-7)
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Improving Process Mining Prediction Results in Processes that Change over Time
(Presented at IARIA Data Analytics 2016, Venice 09-13 May 2016, ISSN 2308-4464, ISBN 978-1-61208-510-4)
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Using Recurrent Boltzmann Machines in the detection of process drifts using several Process Mining perspectives
(Presented at IARIA IMMM 2016, Valencia 22-26 May 2016, ISSN 2326-9332, ISBN 978-1-61208-477-0)
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Social Network Analysis
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A Novel Criterion for Overlapping Communities Detection and Clustering Improvement
(Presented at CIDM 2014 IEEE Conference (Orlando, 09-12 Dec 2014), ISBN 978-1-4799-4518-4
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