Robert Andrews

Publication Activity (10 Years)

Years Active: 1995-2023
Publications (10 Years): 22

Top Topics

Clinical Pathway

Top Venues

OTM Conferences (1)

J. Biomed. Informatics

Publications

Rebekah Eden, Rehan Syed, Tendai Makasi, Robert Andrews, Arthur H. M. ter Hofstede, Moe Wynn, Raelene Donovan, Robert Eley, Andrew Staib
Revealing the Root Causes of Digital Health Data Quality Issues: A Qualitative Investigation of the Odigos Framework. HICSS (2023)
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
Digital Health Data Imperfection Patterns and Their Manifestations in an Australian Digital Hospital. HICSS (2023)
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
Process-Data Quality: The True Frontier of Process Mining. ACM J. Data Inf. Qual. 15 (3) (2023)
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
Process mining for healthcare: Characteristics and challenges. J. Biomed. Informatics 127 (2022)
Dominik Andreas Fischer, Kanika Goel, Robert Andrews, Christopher G. J. van Dun, Moe Thandar Wynn, Maximilian Röglinger
Towards interactive event log forensics: Detecting and quantifying timestamp imperfections. Inf. Syst. 109 (2022)
Adam Banham, Sander J. J. Leemans, Moe Thandar Wynn, Robert Andrews, Kevin B. Laupland, Lucy Shinners
xPM: Enhancing exogenous data visibility. Artif. Intell. Medicine 133 (2022)
Robert Andrews, Kanika Goel, Paul Corry, Robert L. Burdett, Moe Thandar Wynn, Donna Callow
Process data analytics for hospital case-mix planning. J. Biomed. Informatics 129 (2022)
Adam Banham, Sander J. J. Leemans, Moe Thandar Wynn, Robert Andrews
xPM: A Framework for Process Mining with Exogenous Data. ICPM Workshops (2021)
Erik Poppe, Anastasiia Pika, Moe Thandar Wynn, Rebekah Eden, Robert Andrews, Arthur H. M. ter Hofstede
Extracting Best-Practice Using Mixed-Methods. Bus. Inf. Syst. Eng. 63 (6) (2021)
Dominik Andreas Fischer, Kanika Goel, Robert Andrews, Christopher G. J. van Dun, Moe Thandar Wynn, Maximilian Röglinger
Enhancing Event Log Quality: Detecting and Quantifying Timestamp Imperfections. BPM (2020)
Fahame Emamjome, Robert Andrews, Arthur H. M. ter Hofstede, Hajo A. Reijers
Signpost - a Semiotics-based Process Mining Methodology. ECIS (2020)
Robert Andrews, Christopher G. J. van Dun, Moe Thandar Wynn, Wolfgang Kratsch, Maximilian Röglinger, Arthur H. M. ter Hofstede
Quality-informed semi-automated event log generation for process mining. Decis. Support Syst. 132 (2020)
Fahame Emamjome, Robert Andrews, Arthur H. M. ter Hofstede, Hajo A. Reijers
Alohomora: Unlocking Data Quality Causes Through Event Log Context. ECIS (2020)
Robert Andrews, Fahame Emamjome, Arthur H. M. ter Hofstede, Hajo A. Reijers
An Expert Lens on Data Quality in Process Mining. ICPM (2020)
Fahame Emamjome, Robert Andrews, Arthur H. M. ter Hofstede
A Case Study Lens on Process Mining in Practice. OTM Conferences (2019)
Moe Thandar Wynn, Suriadi Suriadi, Rebekah Eden, Erik Poppe, Anastasiia Pika, Robert Andrews, Arthur H. M. ter Hofstede
Grounding Process Data Analytics in Domain Knowledge: A Mixed-Method Approach to Identifying Best Practice. BPM Forum (2019)
Robert Andrews, Suriadi Suriadi, Chun Ouyang, Erik Poppe
Towards Event Log Querying for Data Quality - Let's Start with Detecting Log Imperfections. OTM Conferences (1) (2018)
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
Detection and Interactive Repair of Event Ordering Imperfection in Process Logs. CAiSE (2018)
Robert Andrews, Moe Thandar Wynn, Kirsten Vallmuur, Arthur H. M. ter Hofstede, Emma Bosley, Mark Elcock, Stephen Rashford
Pre-hospital Retrieval and Transport of Road Trauma Patients in Queensland - A Process Mining Analysis. Business Process Management Workshops (2018)
Suriadi Suriadi, Robert Andrews, Arthur H. M. ter Hofstede, Moe Thandar Wynn
Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs. Inf. Syst. 64 (2017)
Xixi Lu, Dirk Fahland, Robert Andrews, Suriadi Suriadi, Moe Thandar Wynn, Arthur H. M. ter Hofstede, Wil M. P. van der Aalst
Semi-supervised Log Pattern Detection and Exploration Using Event Concurrence and Contextual Information. OTM Conferences (1) (2017)
Robert Andrews, Moe Thandar Wynn
Shelf Time Analysis in CTP Insurance Claims Processing. PAKDD (Workshops) (2017)
Robert Andrews, Shlomo Geva
Rule extraction from local cluster neural nets. Neurocomputing 47 (1-4) (2002)
Alan B. Tickle, Robert Andrews, Mostefa Golea, Joachim Diederich
The truth will come to light: directions and challenges in extracting the knowledge embedded within trained artificial neural networks. IEEE Trans. Neural Networks 9 (6) (1998)
Alan B. Tickle, Frédéric Maire, Guido Bologna, Robert Andrews, Joachim Diederich
Lessons from Past, Current Issues, and Future Research Directions in Extracting the Knowledge Embedded in Artificial Neural Networks. Hybrid Neural Systems (1998)
Robert Andrews, Shlomo Geva
Refining Expert Knowledge with an Artificial Neural Network. ICONIP (2) (1997)
Robert Andrews, Joachim Diederich, Alan B. Tickle
Survey and critique of techniques for extracting rules from trained artificial neural networks. Knowl. Based Syst. 8 (6) (1995)