Laura Genga

Proceedings of the Process Mining Workshops, 2023

Automated Analysis with Event Log Enrichment of the European Public Procurement Processes.

[BibT_eX]

[DOI]

Roberto Nai

Emilio Sulis

Mozhgan Vazifehdoostirani

Proceedings of the Advances in Conceptual Modeling, 2023

Interactive Multi-interest Process Pattern Discovery.

[BibT_eX]

[DOI]

Xixi Lu

Rob Verhoeven

Hanneke van Laarhoven

Proceedings of the Business Process Management - 21st International Conference, 2023

BIG GUI: A Tool for Building and Analysing Instance Graphs.

[BibT_eX]

[DOI]

Proceedings of the Best Dissertation Award, 2023

2022

Association Rule Mining Meets Regression Analysis: An Automated Approach to Unveil Systematic Biases in Decision-Making Processes.

[BibT_eX]

[DOI]

Luca Allodi

Mozhgan Vazifehdoostirani

J. Cybersecur. Priv., March, 2022

Optimizing the workload of production units of a make-to-order manufacturing system.

[BibT_eX]

[DOI]

Comput. Oper. Res., 2022

Fuzzy multi-perspective conformance checking for business processes.

[BibT_eX]

[DOI]

Appl. Soft Comput., 2022

Encoding High-Level Control-Flow Construct Information for Process Outcome Prediction.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Process Mining, 2022

Towards next-location prediction for process executions.

[BibT_eX]

[DOI]

Proceedings of the 4th International Conference on Process Mining, 2022

Embedding Process Structure in Activities for Process Mapping and Comparison.

[BibT_eX]

[DOI]

Proceedings of the New Trends in Database and Information Systems, 2022

2021

Towards Multi-perspective Conformance Checking with Fuzzy Sets.

[BibT_eX]

[DOI]

Int. J. Interact. Multim. Artif. Intell., 2021

Online Multimodal Transportation Planning using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Amirreza Farahani

Proceedings of the 2021 IEEE International Conference on Systems, Man, and Cybernetics, 2021

Towards Evidence-Based Analysis of Palliative Treatments for Stomach and Esophageal Cancer Patients: a Process Mining Approach.

[BibT_eX]

[DOI]

Pam Pijnenborg

Rob Verhoeven

Murat Firat

Hanneke van Laarhoven

Proceedings of the 3rd International Conference on Process Mining, 2021

Tackling Uncertainty in Online Multimodal Transportation Planning Using Deep Reinforcement Learning.

[BibT_eX]

[DOI]

Amirreza Farahani

Proceedings of the Computational Logistics - 12th International Conference, 2021

2020

A Latitudinal Study on the Use of Sequential and Concurrency Patterns in Deviance Mining.

[BibT_eX]

[DOI]

Proceedings of the Complex Pattern Mining - New Challenges, Methods and Applications, 2020

Towards Multi-perspective conformance checking with fuzzy sets.

[BibT_eX]

[DOI]

CoRR, 2020

Towards Multi-perspective Conformance Checking with Aggregation Operations.

[BibT_eX]

[DOI]

Proceedings of the Information Processing and Management of Uncertainty in Knowledge-Based Systems, 2020

2019

Discovering reliable evidence of data misuse by exploiting rule redundancy.

[BibT_eX]

[DOI]

Anna Cinzia Squicciarini

Comput. Secur., 2019

Unveiling Systematic Biases in Decisional Processes: An Application to Discrimination Discovery.

[BibT_eX]

[DOI]

Luca Allodi

Proceedings of the 2019 ACM Asia Conference on Computer and Communications Security, 2019

Predicting Critical Behaviors in Business Process Executions: When Evidence Counts.

[BibT_eX]

[DOI]

Chiara Di Francescomarino

Chiara Ghidini

Proceedings of the Business Process Management Forum, 2019

2018

Discovering anomalous frequent patterns from partially ordered event logs.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2018

Towards a Systematic Process-aware Behavioral Analysis for Security.

[BibT_eX]

[DOI]

Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018

2017

Students' careers analysis: a process mining approach.

[BibT_eX]

[DOI]

Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, 2017

On the Use of Hierarchical Subtrace Mining for Efficient Local Process Model Mining.

[BibT_eX]

[DOI]

Niek Tax

Proceedings of the 7th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2017), 2017

Mining Local Process Models and Their Correlations.

[BibT_eX]

[DOI]

Niek Tax

Proceedings of the Data-Driven Process Discovery and Analysis, 2017

Tell the student: evidence-based advantages of prerequisites.

[BibT_eX]

[DOI]

Proceedings of the 25th Italian Symposium on Advanced Database Systems, 2017

Discovering Mobility Patterns of Instagram Users through Process Mining Techniques.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Information Reuse and Integration, 2017

APD tool: Mining Anomalous Patterns from Event Logs.

[BibT_eX]

[DOI]

Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

2016

Behavioral process mining for unstructured processes.

[BibT_eX]

[DOI]

J. Intell. Inf. Syst., 2016

Building instance graphs for highly variable processes.

[BibT_eX]

[DOI]

Wil M. P. van der Aalst

Expert Syst. Appl., 2016

Subgraph Mining for Anomalous Pattern Discovery in Event Logs.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - 5th International Workshop, 2016

Understanding knowlegde-intensive processes: From traces to instance graphs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on High Performance Computing & Simulation, 2016

2015

Towards Process Instances Building for Spaghetti Processes.

[BibT_eX]

Wil M. P. van der Aalst

Proceedings of the 23rd Italian Symposium on Advanced Database Systems, 2015

ESub: Mining and exploring substructures in knowledge-intensive processes.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on High Performance Computing & Simulation, 2015

Towards a customizable user-centered model for data analytics.

[BibT_eX]

[DOI]

Proceedings of the 2015 International Conference on Collaboration Technologies and Systems, 2015

ESub: Exploration of Subgraphs. A tool for exploring models generated by Graph Mining algorithms.

[BibT_eX]

[DOI]

Proceedings of the BPM Demo Session 2015 Co-located with the 13th International Conference on Business Process Management (BPM 2015), 2015

2014

A composite methodology for supporting collaboration pattern discovery via semantic enrichment and multidimensional analysis.

[BibT_eX]

[DOI]

Proceedings of the 6th International Conference of Soft Computing and Pattern Recognition, 2014

A semi-automatic methodology for the design of performance monitoring systems.

[BibT_eX]

Proceedings of the 22nd Italian Symposium on Advanced Database Systems, 2014

Discovering Behavioural Patterns in Knowledge-Intensive Collaborative Processes.

[BibT_eX]

[DOI]

Proceedings of the New Frontiers in Mining Complex Patterns - Third International Workshop, 2014

Collaborative Building of an Ontology of Key Performance Indicators.

[BibT_eX]

[DOI]

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2014 Conferences, 2014

A methodology for building log of collaboration processes.

[BibT_eX]

[DOI]

Proceedings of the 2014 International Conference on Collaboration Technologies and Systems, 2014

2013

A Preliminary Survey on Innovation Process Management Systems.

[BibT_eX]

[DOI]

Proceedings of the Model and Data Engineering - Third International Conference, 2013

Application of process mining techniques for innovation analysis and support.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Conference on Collaboration Technologies and Systems, 2013

Innovation pattern analysis.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Conference on Collaboration Technologies and Systems, 2013

Pattern discovery from innovation processes.

[BibT_eX]

[DOI]

Proceedings of the 2013 International Conference on Collaboration Technologies and Systems, 2013

2012

Approximation of the Gradient of the Error Probability for Vector Quantizers.

[BibT_eX]

[DOI]