Xixi Lu

According to our database, Xixi Lu authored at least 45 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Explainable and Effective Process Remaining Time Prediction Using Feature-Informed Cascade Prediction Model.

Na Guo, Cong Liu, Caihong Li, Qingtian Zeng, Chun Ouyang, Qingzhi Liu, Xixi Lu

IEEE Trans. Serv. Comput., 2024

HOEG: A New Approach for Object-Centric Predictive Process Monitoring.

Tim K. Smit, Hajo A. Reijers, Xixi Lu

Proceedings of the Advanced Information Systems Engineering, 2024

Improving Simplicity by Discovering Nested Groups in Declarative Models.

Vlad Paul Cosma, Axel Kjeld Fjelrad Christfort, Thomas T. Hildebrandt, Xixi Lu, Hajo A. Reijers, Tijs Slaats

Proceedings of the Advanced Information Systems Engineering, 2024

Uncovering Patterns for Local Explanations in Outcome-Based Predictive Process Monitoring.

Andrei Buliga, Mozhgan Vazifehdoostirani, Laura Genga, Xixi Lu, Remco M. Dijkman, Chiara Di Francescomarino, Chiara Ghidini, Hajo A. Reijers

Proceedings of the Business Process Management - 22nd International Conference, 2024

2023

Partial-order-based process mining: a survey and outlook.

Sander J. J. Leemans, Sebastiaan J. van Zelst, Xixi Lu

Knowl. Inf. Syst., January, 2023

Generating Process Anomalies with Markov Chains: A Pattern-Driven Approach.

Jochem Veldman, Xixi Lu, Wouter van der Waal, Marcus Dees, Inge van de Weerd

Proceedings of the Process Mining Workshops, 2023

IMPresseD: Outcome-Oriented Interactive Multi-Interest Process Pattern Discovery Tool.

Mozhgan Vazifehdoostirani, Laura Genga, Xixi Lu, Remco M. Dijkman

Proceedings of the Doctoral Consortium and Demo Track 2023 at the International Conference on Process Mining 2023 co-located with the 5th International Conference on Process Mining (ICPM 2023), 2023

Turning Logs into Lumber: Preprocessing Tasks in Process Mining.

Ying Liu, Vinicius Stein Dani, Iris Beerepoot, Xixi Lu

Proceedings of the Process Mining Workshops, 2023

Measuring the Stability of Process Outcome Predictions in Online Settings.

Suhwan Lee, Marco Comuzzi, Xixi Lu, Hajo A. Reijers

Proceedings of the 5th International Conference on Process Mining, 2023

A Window of Opportunity: Active Window Tracking for Mining Work Practices.

Iris Beerepoot, Daniël Barenholz, Stijn Beekhuis, Jens Gulden, Suhwan Lee, Xixi Lu, Sietse Overbeek, Inge van de Weerd, Jan Martijn E. M. van der Werf, Hajo A. Reijers

Proceedings of the 5th International Conference on Process Mining, 2023

Getting Your RPA Priorities Straight with Process Mining: The PLOST Framework.

Hilde E. Jongeling, Xixi Lu, Iris Beerepoot, Inge van de Weerd, Hajo A. Reijers

Proceedings of the 31st European Conference on Information Systems, 2023

CREATED: Generating Viable Counterfactual Sequences for Predictive Process Analytics.

Olusanmi Hundogan, Xixi Lu, Yupei Du, Hajo A. Reijers

Proceedings of the Advanced Information Systems Engineering, 2023

Context-Based Activity Label-Splitting.

Sebastiaan J. van Zelst, Jonas Tai, Moritz Langenberg, Xixi Lu

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

Using Reinforcement Learning to Optimize Responses in Care Processes: A Case Study on Aggression Incidents.

Bart J. Verhoef, Xixi Lu

Proceedings of the Business Process Management Workshops, 2023

Interactive Multi-interest Process Pattern Discovery.

Mozhgan Vazifehdoostirani, Laura Genga, Xixi Lu, Rob Verhoeven, Hanneke van Laarhoven, Remco M. Dijkman

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

2022

Process mining for healthcare: Characteristics and challenges.

Jorge Munoz-Gama, Niels Martin, Carlos Fernández-Llatas, Owen A. Johnson, Marcos Sepúlveda, Emmanuel Helm, Victor Galvez-Yanjari, Eric Rojas, Antonio Martinez-Millana, Davide Aloini, Ilaria Angela Amantea, Robert Andrews, Michael Arias, Iris Beerepoot, Elisabetta Benevento, Andrea Burattin, Daniel Capurro, Josep Carmona, Marco Comuzzi, Benjamin Dalmas, Rene de la Fuente, Chiara Di Francescomarino, Claudio Di Ciccio, Roberto Gatta, Chiara Ghidini, Fernanda Gonzalez-Lopez, Gema Ibáñez-Sánchez, Hilda B. Klasky, Angelina Prima Kurniati, Xixi Lu, Felix Mannhardt, Ronny Mans, Mar Marcos, Renata Medeiros de Carvalho, Marco Pegoraro, Simon K. Poon, Luise Pufahl, Hajo A. Reijers, Simon Remy, Stefanie Rinderle-Ma, Lucia Sacchi, Fernando Seoane, Minseok Song, Alessandro Stefanini, Emilio Sulis, Arthur H. M. ter Hofstede, Pieter J. Toussaint, Vicente Traver, Zoe Valero-Ramon, Inge van de Weerd, Wil M. P. van der Aalst, Rob J. B. Vanwersch, Mathias Weske, Moe Thandar Wynn, Francesca Zerbato

J. Biomed. Informatics, 2022

From action to response to effect: Mining statistical relations in work processes.

Jelmer Jan Koorn, Xixi Lu, Henrik Leopold, Hajo A. Reijers

Inf. Syst., 2022

The Analysis of Online Event Streams: Predicting the Next Activity for Anomaly Detection.

Suhwan Lee, Xixi Lu, Hajo A. Reijers

Proceedings of the Research Challenges in Information Science, 2022

Mining Statistical Relations for Better Decision Making in Healthcare Processes.

Jelmer Jan Koorn, Xixi Lu, Henrik Leopold, Niels Martin, Sam Verboven, Hajo A. Reijers

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

Uncovering Complex Relations in Patient Pathways based on Statistics: the Impact of Clinical Actions.

Jelmer Jan Koorn, Xixi Lu, Felix Mannhardt, Henrik Leopold, Hajo Alexander Reijers

Proceedings of the 55th Hawaii International Conference on System Sciences, 2022

2021

Interactive clustering: a scoping review.

Thais Neubauer, Sarajane Marques Peres, Marcelo Fantinato, Xixi Lu, Hajo A. Reijers

Artif. Intell. Rev., 2021

Active Anomaly Detection for Key Item Selection in Process Auditing.

Ruben Post, Iris Beerepoot, Xixi Lu, Stijn Kas, Sebastiaan Wiewel, Angelique Koopman, Hajo A. Reijers

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

Continuous Performance Evaluation for Business Process Outcome Monitoring.

Suhwan Lee, Marco Comuzzi, Xixi Lu

Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

Bringing Rigor to the Qualitative Evaluation of Process Mining Findings: An Analysis and a Proposal.

Jelmer Jan Koorn, Iris Beerepoot, Vinicius Stein Dani, Xixi Lu, Inge van de Weerd, Henrik Leopold, Hajo A. Reijers

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

Seeing the Signs of Workarounds: A Mixed-Methods Approach to the Detection of Nurses' Process Deviations.

Iris Beerepoot, Xixi Lu, Inge van de Weerd, Hajo A. Reijers

Proceedings of the 54th Hawaii International Conference on System Sciences, 2021

DEUCE: A Methodology for Detecting Unauthorized Access of Electronic Health Records Using Process Mining.

Victor van Andel, Iris Beerepoot, Xixi Lu, Inge van de Weerd, Hajo A. Reijers

Proceedings of the 29th European Conference on Information Systems, 2021

Towards Understanding the Role of the Human in Event Log Extraction.

Vinicius Stein Dani, Henrik Leopold, Jan Martijn E. M. van der Werf, Xixi Lu, Iris Beerepoot, Jelmer Jan Koorn, Hajo A. Reijers

Proceedings of the Business Process Management Workshops, 2021

2020

Discovering Hierarchical Processes Using Flexible Activity Trees for Event Abstraction.

Xixi Lu, Avigdor Gal, Hajo A. Reijers

Proceedings of the 2nd International Conference on Process Mining, 2020

Looking for Meaning: Discovering Action-Response-Effect Patterns in Business Processes.

Jelmer Jan Koorn, Xixi Lu, Henrik Leopold, Hajo A. Reijers

Proceedings of the Business Process Management - 18th International Conference, 2020

2019

Automated Robotic Process Automation: A Self-Learning Approach.

Junxiong Gao, Sebastiaan J. van Zelst, Xixi Lu, Wil M. P. van der Aalst

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Conferences, 2019

Identifying Patient Groups based on Frequent Patterns of Patient Samples.

Seyed Amin Tabatabaei, Xixi Lu, Mark Hoogendoorn, Hajo A. Reijers

Proceedings of the 2019 IEEE International Conference on E-health Networking, 2019

Towards Understanding Aggressive Behavior in Residential Care Facilities Using Process Mining.

Jelmer Jan Koorn, Xixi Lu, Henrik Leopold, Hajo A. Reijers

Proceedings of the Advances in Conceptual Modeling, 2019

Trace Clustering on Very Large Event Data in Healthcare Using Frequent Sequence Patterns.

Xixi Lu, Seyed Amin Tabatabaei, Mark Hoogendoorn, Hajo A. Reijers

Proceedings of the Business Process Management - 17th International Conference, 2019

2018

The imprecisions of precision measures in process mining.

Niek Tax, Xixi Lu, Natalia Sidorova, Dirk Fahland, Wil M. P. van der Aalst

Inf. Process. Lett., 2018

Linking data and process perspectives for conformance analysis.

Mahdi Alizadeh, Xixi Lu, Dirk Fahland, Nicola Zannone, Wil M. P. van der Aalst

Comput. Secur., 2018

2017

A Conceptual Framework for Understanding Event Data Quality for Behavior Analysis.

Xixi Lu, Dirk Fahland

Proceedings of the 9th Central European Workshop on Services and their Composition (ZEUS 2017), 2017

Semi-supervised Log Pattern Detection and Exploration Using Event Concurrence and Contextual Information.

Xixi Lu, Dirk Fahland, Robert Andrews, Suriadi Suriadi, Moe Thandar Wynn, Arthur H. M. ter Hofstede, Wil M. P. van der Aalst

Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017

2016

Discovering Interacting Artifacts from ERP Systems (Extended Abstract).

Dirk Fahland, Xixi Lu, Marijn Nagelkerke, Dennis van de Wiel

EMISA Forum, 2016

Handling Duplicated Tasks in Process Discovery by Refining Event Labels.

Xixi Lu, Dirk Fahland, Frank J. H. M. van den Biggelaar, Wil M. P. van der Aalst

Proceedings of the Business Process Management - 14th International Conference, 2016

Interactively Exploring Logs and Mining Models with Clustering, Filtering, and Relabeling.

Xixi Lu, Dirk Fahland, Wil M. P. van der Aalst

Proceedings of the BPM Demo Track 2016 Co-located with the 14th International Conference on Business Process Management (BPM 2016), 2016

2015

Discovering Interacting Artifacts from ERP Systems.

Xixi Lu, Marijn Nagelkerke, Dennis van de Wiel, Dirk Fahland

IEEE Trans. Serv. Comput., 2015

PM ^2 : A Process Mining Project Methodology.

Maikel L. van Eck, Xixi Lu, Sander J. J. Leemans, Wil M. P. van der Aalst

Proceedings of the Advanced Information Systems Engineering, 2015

Detecting Deviating Behaviors Without Models.

Xixi Lu, Dirk Fahland, Frank J. H. M. van den Biggelaar, Wil M. P. van der Aalst

Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015

2014

Conformance checking in healthcare based on partially ordered event data.

Xixi Lu, Ronny Mans, Dirk Fahland, Wil M. P. van der Aalst

Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

Conformance Checking Based on Partially Ordered Event Data.

Xixi Lu, Dirk Fahland, Wil M. P. van der Aalst

Proceedings of the Business Process Management Workshops, 2014