Robert Andrews

35 papers A 2B 2Journal 15Unranked 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Domain experts in the loop: Leveraging generative artificial intelligence for interactive data validation in process mining.
Inf. Syst.
Julian Armin Dormehl, Robert Andrews, Wolfgang Kratsch, Maximilian Röglinger, Moe Thandar Wynn, Felix Zetzsche
2026 J jnl
Paper title: Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs.
Inf. Syst.
Robert Andrews, Moe Thandar Wynn
2025 J jnl
Case ID Revealed HERE: Hybrid Elusive Case Repair Method for Transformer-Driven Business Process Event Log Enhancement.
Bus. Inf. Syst. Eng.
Felix Zetzsche, Robert Andrews, Arthur H. M. ter Hofstede, Maximilian Röglinger, Sebastian Johannes Schmid, Moe Thandar Wynn
2025 B conf
Discovering the Influence of Exogenous Data on Decisions in Processes.
Petri Nets
Adam Banham, Yannis Bertrand, Robert Andrews, Moe Thandar Wynn, Sander J. J. Leemans
2024 J jnl
Comparing Conformance Checking for Decision Mining: An Axiomatic Approach.
IEEE Access
Adam Banham, Arthur H. M. ter Hofstede, Sander J. J. Leemans, Felix Mannhardt, Robert Andrews, Moe Thandar Wynn
2024 — conf
Differentially Private Event Logs with Case Attributes.
ICPM Workshops
Hannes Ueck, Robert Andrews, Moe Thandar Wynn, Sander J. J. Leemans
2023 — conf
Digital Health Data Imperfection Patterns and Their Manifestations in an Australian Digital Hospital.
HICSS
Kanika Goel, Sareh Sadeghianasl, Robert Andrews, Arthur H. M. ter Hofstede, Moe Wynn, Dakshi Kapugama Geeganage, Sander J. J. Leemans, James M. McGree, Rebekah Eden, Andrew Staib, Rob Eley, Raelene Donovan
2023 J jnl
Process-Data Quality: The True Frontier of Process Mining.
ACM J. Data Inf. Qual.
Arthur H. M. ter Hofstede, Agnes Koschmider, Andrea Marrella, Robert Andrews, Dominik Andreas Fischer, Sareh Sadeghianasl, Moe Thandar Wynn, Marco Comuzzi, Jochen De Weerdt, Kanika Goel, Niels Martin, Pnina Soffer
2023 — conf
Revealing the Root Causes of Digital Health Data Quality Issues: A Qualitative Investigation of the Odigos Framework.
HICSS
Rebekah Eden, Rehan Syed, Tendai Makasi, Robert Andrews, Arthur H. M. ter Hofstede, Moe Wynn, Raelene Donovan, Robert Eley, Andrew Staib
2022 J jnl
Process data analytics for hospital case-mix planning.
J. Biomed. Informatics
Robert Andrews, Kanika Goel, Paul Corry, Robert L. Burdett, Moe Thandar Wynn, Donna Callow
2022 J jnl
Process mining for healthcare: Characteristics and challenges.
J. Biomed. Informatics
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
2022 J jnl
Towards interactive event log forensics: Detecting and quantifying timestamp imperfections.
Inf. Syst.
Dominik Andreas Fischer, Kanika Goel, Robert Andrews, Christopher G. J. van Dun, Moe Thandar Wynn, Maximilian Röglinger
2022 J jnl
xPM: Enhancing exogenous data visibility.
Artif. Intell. Medicine
Adam Banham, Sander J. J. Leemans, Moe Thandar Wynn, Robert Andrews, Kevin B. Laupland, Lucy Shinners
2021 J jnl
Extracting Best-Practice Using Mixed-Methods.
Bus. Inf. Syst. Eng.
Erik Poppe, Anastasiia Pika, Moe Thandar Wynn, Rebekah Eden, Robert Andrews, Arthur H. M. ter Hofstede
2021 — conf
xPM: A Framework for Process Mining with Exogenous Data.
ICPM Workshops
Adam Banham, Sander J. J. Leemans, Moe Thandar Wynn, Robert Andrews
2020 — conf
Alohomora: Unlocking Data Quality Causes Through Event Log Context.
ECIS
Fahame Emamjome, Robert Andrews, Arthur H. M. ter Hofstede, Hajo A. Reijers
2020 B conf
An Expert Lens on Data Quality in Process Mining.
ICPM
Robert Andrews, Fahame Emamjome, Arthur H. M. ter Hofstede, Hajo A. Reijers
2020 A conf
Enhancing Event Log Quality: Detecting and Quantifying Timestamp Imperfections.
BPM
Dominik Andreas Fischer, Kanika Goel, Robert Andrews, Christopher G. J. van Dun, Moe Thandar Wynn, Maximilian Röglinger
2020 J jnl
Quality-informed semi-automated event log generation for process mining.
Decis. Support Syst.
Robert Andrews, Christopher G. J. van Dun, Moe Thandar Wynn, Wolfgang Kratsch, Maximilian Röglinger, Arthur H. M. ter Hofstede
2020 — conf
Signpost - a Semiotics-based Process Mining Methodology.
ECIS
Fahame Emamjome, Robert Andrews, Arthur H. M. ter Hofstede, Hajo A. Reijers
2019 — conf
A Case Study Lens on Process Mining in Practice.
OTM Conferences
Fahame Emamjome, Robert Andrews, Arthur H. M. ter Hofstede
2019 — conf
Grounding Process Data Analytics in Domain Knowledge: A Mixed-Method Approach to Identifying Best Practice.
BPM Forum
Moe Thandar Wynn, Suriadi Suriadi, Rebekah Eden, Erik Poppe, Anastasiia Pika, Robert Andrews, Arthur H. M. ter Hofstede
2018 A conf
Detection and Interactive Repair of Event Ordering Imperfection in Process Logs.
CAiSE
Prabhakar M. Dixit, Suriadi Suriadi, Robert Andrews, Moe Thandar Wynn, Arthur H. M. ter Hofstede, Joos C. A. M. Buijs, Wil M. P. van der Aalst
2018 — ch.
Exposing Impediments to Insurance Claims Processing.
Business Process Management Cases
Robert Andrews, Moe Wynn, Arthur H. M. ter Hofstede, Jingxin Xu, Kylie Horton, Paul Taylor, Sue Plunkett-Cole
2018 — ch.
Improving Patient Flows at St. Andrew's War Memorial Hospital's Emergency Department Through Process Mining.
Business Process Management Cases
Robert Andrews, Suriadi Suriadi, Moe Wynn, Arthur H. M. ter Hofstede, Sean Rothwell
2018 — conf
Pre-hospital Retrieval and Transport of Road Trauma Patients in Queensland - A Process Mining Analysis.
Business Process Management Workshops
Robert Andrews, Moe Thandar Wynn, Kirsten Vallmuur, Arthur H. M. ter Hofstede, Emma Bosley, Mark Elcock, Stephen Rashford
2018 — conf
Towards Event Log Querying for Data Quality - Let's Start with Detecting Log Imperfections.
OTM Conferences (1)
Robert Andrews, Suriadi Suriadi, Chun Ouyang, Erik Poppe
2017 J jnl
Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs.
Inf. Syst.
Suriadi Suriadi, Robert Andrews, Arthur H. M. ter Hofstede, Moe Thandar Wynn
2017 — conf
Semi-supervised Log Pattern Detection and Exploration Using Event Concurrence and Contextual Information.
OTM Conferences (1)
Xixi Lu, Dirk Fahland, Robert Andrews, Suriadi Suriadi, Moe Thandar Wynn, Arthur H. M. ter Hofstede, Wil M. P. van der Aalst
2017 — conf
Shelf Time Analysis in CTP Insurance Claims Processing.
PAKDD (Workshops)
Robert Andrews, Moe Thandar Wynn
2002 J jnl
Rule extraction from local cluster neural nets.
Neurocomputing
Robert Andrews, Shlomo Geva
1998 — conf
Lessons from Past, Current Issues, and Future Research Directions in Extracting the Knowledge Embedded in Artificial Neural Networks.
Hybrid Neural Systems
Alan B. Tickle, Frédéric Maire, Guido Bologna, Robert Andrews, Joachim Diederich
1998 J jnl
The truth will come to light: directions and challenges in extracting the knowledge embedded within trained artificial neural networks.
IEEE Trans. Neural Networks
Alan B. Tickle, Robert Andrews, Mostefa Golea, Joachim Diederich
1997 — conf
Refining Expert Knowledge with an Artificial Neural Network.
ICONIP (2)
Robert Andrews, Shlomo Geva
1995 J jnl
Survey and critique of techniques for extracting rules from trained artificial neural networks.
Knowl. Based Syst.
Robert Andrews, Joachim Diederich, Alan B. Tickle