Andrea Burattin

Alceste Scalas

Proceedings of the Coordination Models and Languages, 2024

2023

Complexity in declarative process models: Metrics and multi-modal assessment of cognitive load.

[BibT_eX]

[DOI]

Expert Syst. Appl., December, 2023

Appendix to "A Distributed Architecture for Process Mining: Controlled Sharing of Data and Algorithms".

[BibT_eX]

[DOI]

Dataset, December, 2023

Beamline: A comprehensive toolkit for research and development of streaming process mining.

[BibT_eX]

[DOI]

Softw. Impacts, September, 2023

Ambiguity Taxonomy Development Iterations.

[BibT_eX]

[DOI]

Dataset, August, 2023

A Characterization of Ambiguity in BPM.

[BibT_eX]

[DOI]

Dataset, May, 2023

The biggest business process management problems to solve before we die.

[BibT_eX]

[DOI]

Comput. Ind., April, 2023

CvAMoS - Event Abstraction Using Contextual Information.

[BibT_eX]

[DOI]

Future Internet, March, 2023

LLMs and Process Mining: Challenges in RPA - Task Grouping, Labelling and Connector Recommendation.

[BibT_eX]

[DOI]

Mohammadreza Fani Sani

Michal Sroka

Proceedings of the Process Mining Workshops, 2023

I-PALIA: Discovering BPMN Processes with Duplicated Activities for Healthcare Domains.

[BibT_eX]

[DOI]

Carlos Fernández-Llatas

Proceedings of the Process Mining Workshops, 2023

Identifying Variation in Personal Daily Routine Through Process Mining: A Case Study.

[BibT_eX]

[DOI]

Carlos Fernández-Llatas

Zahra Ahmadi

Mohsen Shirali

Proceedings of the Process Mining Workshops, 2023

Tiramisù: A Recipe for Visual Sensemaking of Multi-faceted Process Information.

[BibT_eX]

[DOI]

Proceedings of the Process Mining Workshops, 2023

A Characterisation of Ambiguity in BPM.

[BibT_eX]

[DOI]

Proceedings of the Conceptual Modeling - 42nd International Conference, 2023

Behavioral Recommender System for Process Automation Steps.

[BibT_eX]

[DOI]

Mohammadreza Fani Sani

Fatemeh Nikraftar

Michal Sroka

Proceedings of the 12th International Conference on Data Science, 2023

Supporting Provenance and Data Awareness in Exploratory Process Mining.

[BibT_eX]

[DOI]

Proceedings of the Advanced Information Systems Engineering, 2023

C-3PA: Streaming Conformance, Confidence and Completeness in Prefix-Alignments.

[BibT_eX]

[DOI]

Proceedings of the Advanced Information Systems Engineering, 2023

Viola: Detecting Violations of Behaviors from Streams of Sensor Data.

[BibT_eX]

[DOI]

Giovanni Meroni

Chiara Di Francescomarino

Proceedings of the Business Process Management Workshops, 2023

2022

Process mining for healthcare: Characteristics and challenges.

[BibT_eX]

[DOI]

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

Claudio Di Ciccio

Roberto Gatta

Chiara Ghidini

Fernanda Gonzalez-Lopez

Gema Ibáñez-Sánchez

Hilda B. Klasky

Angelina Prima Kurniati

Renata Medeiros de Carvalho

Arthur H. M. ter Hofstede

J. Biomed. Informatics, 2022

A Monitoring and Discovery Approach for Declarative Processes Based on Streams.

[BibT_eX]

[DOI]

Hugo A. López

Lasse Starklit

CoRR, 2022

Online Soft Conformance Checking: Any Perspective Can Indicate Deviations.

[BibT_eX]

[DOI]

CoRR, 2022

Do You Behave Always the Same? - A Process Mining Approach.

[BibT_eX]

[DOI]

Proceedings of the Process Mining Workshops, 2022

Streaming Process Mining with Beamline (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), 2022

Uncovering Change: A Streaming Approach for Declarative Processes.

[BibT_eX]

[DOI]

Hugo A. López

Lasse Starklit

Proceedings of the Process Mining Workshops, 2022

PURPLE: a PURPose-guided Log GEnerator (Extended Abstract).

[BibT_eX]

[DOI]

Proceedings of the ICPM Doctoral Consortium and Demo Track 2022 co-located with 4th International Conference on Process Mining (ICPM 2022), 2022

vAMoS: eVent Abstraction via Motifs Search.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Workshops, 2022

Process Mining Meets Statistical Model Checking: Towards a Novel Approach to Model Validation and Enhancement.

[BibT_eX]

[DOI]

Roberto Casaluce

Francesca Chiaromonte

Andrea Vandin

Proceedings of the Business Process Management Workshops, 2022

A Purpose-Guided Log Generation Framework.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management - 20th International Conference, 2022

Streaming Process Mining.

[BibT_eX]

[DOI]

Proceedings of the Process Mining Handbook, 2022

2021

Unleashing textual descriptions of business processes.

[BibT_eX]

[DOI]

Josep Sànchez-Ferreres

Softw. Syst. Model., 2021

Exploring how users engage with hybrid process artifacts based on declarative process models: a behavioral analysis based on eye-tracking and think-aloud.

[BibT_eX]

[DOI]

Francesca Zerbato

Tijs Slaats

Thomas T. Hildebrandt

Softw. Syst. Model., 2021

Orientation and conformance: A HMM-based approach to online conformance checking.

[BibT_eX]

[DOI]

Inf. Syst., 2021

On the Declarative Paradigm in Hybrid Business Process Representations: A Conceptual Framework and a Systematic Literature Study (Extended Abstract).

[BibT_eX]

EMISA Forum, 2021

Special issue on business process intelligence.

[BibT_eX]

[DOI]

Jochen De Weerdt

Jan Claes

Computing, 2021

Linac: A Smart Environment Simulator of Human Activities.

[BibT_eX]

[DOI]

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

Granularity in Process Mining: Can We Fix It?

[BibT_eX]

[DOI]

Proceedings of the International Workshop on BPM Problems to Solve Before We Die (PROBLEMS 2021) co-located with the 19th International Conference on Business Process Management (BPM 2021), 2021

Human Behavior as a Process Model: Which Language to Use?

[BibT_eX]

[DOI]

Marco Montali

Proceedings of the 1st Italian Forum on Business Process Management co-located with the 19th International Conference of Business Process Management (BPM 2021), 2021

Exploring the Conformance Space (Extended abstract).

[BibT_eX]

[DOI]

Proceedings of the 1st Italian Forum on Business Process Management co-located with the 19th International Conference of Business Process Management (BPM 2021), 2021

2020

Supporting the Process of Learning and Teaching Process Models.

[BibT_eX]

[DOI]

Josep Sànchez-Ferreres

Luis Delicado

Guillermo Calderón-Ruiz

Josep Carmona

Lluís Padró

IEEE Trans. Learn. Technol., 2020

Mining reading patterns from eye-tracking data: method and demonstration.

[BibT_eX]

[DOI]

Softw. Syst. Model., 2020

From analytical purposes to data visualizations: a decision process guided by a conceptual framework and eye tracking.

[BibT_eX]

[DOI]

Jens Gulden

Softw. Syst. Model., 2020

On the declarative paradigm in hybrid business process representations: A conceptual framework and a systematic literature study.

[BibT_eX]

[DOI]

Inf. Syst., 2020

Towards Online Discovery of Data-Aware Declarative Process Models from Event Streams.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Analysis of Information-Seeking Conversations with Process Mining.

[BibT_eX]

[DOI]

Alexander Holstrup

Lasse Starklit

Proceedings of the 2020 International Joint Conference on Neural Networks, 2020

Towards IoT-driven Process Event Log Generation for Conformance Checking in Smart Factories.

[BibT_eX]

[DOI]

Ronny Seiger

Francesca Zerbato

Proceedings of the 24th IEEE International Enterprise Distributed Object Computing Workshop, 2020

MQTT-XES: Real-time Telemetry for Process Event Data.

[BibT_eX]

[DOI]

Proceedings of the Best Dissertation Award, 2020

Understanding Quality in Declarative Process Modeling Through the Mental Models of Experts.

[BibT_eX]

[DOI]

Christopher John Davis

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

2019

Streaming Process Discovery and Conformance Checking.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Big Data Technologies., 2019

Learning process modeling phases from modeling interactions and eye tracking data.

[BibT_eX]

[DOI]

Data Knowl. Eng., 2019

Discovering high-level BPMN process models from event data.

[BibT_eX]

[DOI]

Anna A. Kalenkova

Bus. Process. Manag. J., 2019

Fifty Shades of Green: How Informative is a Compliant Process Trace?

[BibT_eX]

[DOI]

Proceedings of the Advanced Information Systems Engineering, 2019

Exploring the Understandability of a Hybrid Process Design Artifact Based on DCR Graphs.

[BibT_eX]

[DOI]

Anette Chelina Møller Petersen

Tijs Slaats

Thomas T. Hildebrandt

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2019

Formal Reasoning on Natural Language Descriptions of Processes.

[BibT_eX]

[DOI]

Josep Sànchez-Ferreres

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

A Data Driven Agent Elicitation Pipeline for Prediction Models.

[BibT_eX]

[DOI]

John Bruntse Larsen

Christopher John Davis

Rasmus Hjardem-Hansen

Jørgen Villadsen

Proceedings of the Business Process Management Workshops, 2019

Integrated, Ubiquitous and Collaborative Process Mining with Chat Bots.

[BibT_eX]

[DOI]

Proceedings of the Dissertation Award, 2019

2018

Detection and quantification of flow consistency in business process models.

[BibT_eX]

[DOI]

Softw. Syst. Model., 2018

OSSINT - Open Source Social Network Intelligence: An efficient and effective way to uncover "private" information in OSN profiles.

[BibT_eX]

[DOI]

Luigi Vincenzo Mancini

Online Soc. Networks Media, 2018

Time and activity sequence prediction of business process instances.

[BibT_eX]

[DOI]

Mirko Polato

Computing, 2018

Mining Developers' Workflows from IDE Usage.

[BibT_eX]

[DOI]

Constantina Ioannou

Proceedings of the Advanced Information Systems Engineering Workshops, 2018

Toward an Automated Labeling of Event Log Attributes.

[BibT_eX]

[DOI]

Proceedings of the Enterprise, Business-Process and Information Systems Modeling, 2018

Analysis of Emergency Room Episodes Duration Through Process Mining.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Workshops, 2018

Online Conformance Checking Using Behavioural Patterns.

[BibT_eX]

[DOI]

Sebastiaan J. van Zelst

Abel Armas-Cervantes

Josep Carmona

Proceedings of the Business Process Management - 16th International Conference, 2018

Who Is Behind the Model? Classifying Modelers Based on Pragmatic Model Features.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management - 16th International Conference, 2018

Evaluating the Understandability of Hybrid Process Model Representations Using Eye Tracking: First Insights.

[BibT_eX]

[DOI]

Tijs Slaats

Thomas T. Hildebrandt

Proceedings of the Business Process Management Workshops, 2018

2017

The Internet-of-Things Meets Business Process Management: Mutual Benefits and Challenges.

[BibT_eX]

[DOI]

CoRR, 2017

Designing Visual Decision Making Support with the Help of Eye-tracking.

[BibT_eX]

[DOI]

Jens Gulden

Proceedings of the Joint Proceedings of the Radar tracks at the 18th International Working Conference on Business Process Modeling, 2017

WoPeD - A "Proof-of-Concept" Platform for Experimental BPM Research Projects.

[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

A Framework for Online Conformance Checking.

[BibT_eX]

[DOI]

Josep Carmona

Proceedings of the Business Process Management Workshops, 2017

Online Conformance Checking for Petri Nets and Event Streams.

[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

Conformance checking based on multi-perspective declarative process models.

[BibT_eX]

[DOI]

Fabrizio Maria Maggi

Expert Syst. Appl., 2016

Visualization of the Evolution of Layout Metrics for Business Process Models.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Workshops, 2016

Eye Tracking Meets the Process of Process Modeling: A Visual Analytic Approach.

[BibT_eX]

[DOI]

Proceedings of the Business Process Management Workshops, 2016

PLG2: Multiperspective Process Randomization with Online and Offline Simulations.

[BibT_eX]

[DOI]

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

2015

Process Mining Techniques in Business Environments - Theoretical Aspects, Algorithms, Techniques and Open Challenges in Process Mining

[BibT_eX]

[DOI]

Lecture Notes in Business Information Processing 207, Springer, ISBN: 978-3-319-17481-5, 2015

Online Discovery of Declarative Process Models from Event Streams.

[BibT_eX]

[DOI]

IEEE Trans. Serv. Comput., 2015

PLG2: Multiperspective Processes Randomization and Simulation for Online and Offline Settings.

[BibT_eX]

[DOI]

CoRR, 2015

Toward an Anonymous Process Mining.

[BibT_eX]

[DOI]

Mauro Conti

Daniele Turato

Proceedings of the 3rd International Conference on Future Internet of Things and Cloud, 2015

2014

Data-aware remaining time prediction of business process instances.

[BibT_eX]

[DOI]

Mirko Polato

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

SocialSpy: Browsing (Supposedly) Hidden Information in Online Social Networks.

[BibT_eX]

[DOI]

Giuseppe Cascavilla

Mauro Conti

Proceedings of the Risks and Security of Internet and Systems, 2014

A novel criterion for overlapping communities detection and clustering improvement.

[BibT_eX]

[DOI]

Alessandro Berti

Proceedings of the 2014 IEEE Symposium on Computational Intelligence and Data Mining, 2014

Control-flow discovery from event streams.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2014

Data Streams in ProM 6: A Single-node Architecture.

[BibT_eX]

[DOI]

Sebastiaan J. van Zelst

H. M. W. Verbeek

Proceedings of the BPM Demo Sessions 2014 Co-located with the 12th International Conference on Business Process Management (BPM 2014), 2014

Lights, Camera, Action! Business Process Movies for Online Process Discovery.

[BibT_eX]

[DOI]

Marta Cimitile

Fabrizio Maria Maggi

Proceedings of the Business Process Management Workshops, 2014

2013

Applicability of Process Mining Techniques in Business Environments.

[BibT_eX]

[DOI]

PhD thesis, 2013

Online Process Discovery to Detect Concept Drifts in LTL-Based Declarative Process Models.

[BibT_eX]

[DOI]

Proceedings of the On the Move to Meaningful Internet Systems: OTM 2013 Conferences, 2013

Business models enhancement through discovery of roles.

[BibT_eX]

[DOI]

Marco Veluscek

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2013

2012

Heuristics Miners for Streaming Event Data

[BibT_eX]

[DOI]

CoRR, 2012

Techniques for a Posteriori Analysis of Declarative Processes.

[BibT_eX]

[DOI]

Fabrizio Maria Maggi

Proceedings of the 16th IEEE International Enterprise Distributed Object Computing Conference, 2012

2011

A framework for semi-automated process instance discovery from decorative attributes.

[BibT_eX]

[DOI]

Roberto Vigo

Proceedings of the IEEE Symposium on Computational Intelligence and Data Mining, 2011

A Business Process Metric Based on the Alpha Algorithm Relations.

[BibT_eX]

[DOI]

Fabio Aiolli

Proceedings of the Business Process Management Workshops, 2011

Process Mining Manifesto.

[BibT_eX]

[DOI]

Ana Karla Alves de Medeiros

Arya Adriansyah

Franco Arcieri

Thomas Baier

Tobias Blickle

R. P. Jagadeesh Chandra Bose

Pavlos Delias

Arthur H. M. ter Hofstede

Hamid R. Motahari Nezhad

Proceedings of the Business Process Management Workshops, 2011

2010

Simon says the color: the digital evolution of an outdoor kids game.

[BibT_eX]

[DOI]

Proceedings of the 3rd International Conference on Simulation Tools and Techniques, 2010

Heuristics Miner for Time Intervals.

[BibT_eX]

[DOI]

Proceedings of the 18th European Symposium on Artificial Neural Networks, 2010

Automatic determination of parameters' values for Heuristics Miner++.

[BibT_eX]

[DOI]

Proceedings of the IEEE Congress on Evolutionary Computation, 2010

PLG: A Framework for the Generation of Business Process Models and Their Execution Logs.

[BibT_eX]

[DOI]