Robert Andrews

Orcid: 0000-0001-7743-5772

Affiliations:
  • Queensland University of Technology, Brisbane, Australia


According to our database1, Robert Andrews authored at least 29 papers between 1995 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2023
Process-Data Quality: The True Frontier of Process Mining.
ACM J. Data Inf. Qual., September, 2023

Revealing the Root Causes of Digital Health Data Quality Issues: A Qualitative Investigation of the Odigos Framework.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

Digital Health Data Imperfection Patterns and Their Manifestations in an Australian Digital Hospital.
Proceedings of the 56th Hawaii International Conference on System Sciences, 2023

2022
Process mining for healthcare: Characteristics and challenges.
J. Biomed. Informatics, 2022

Process data analytics for hospital case-mix planning.
J. Biomed. Informatics, 2022

Towards interactive event log forensics: Detecting and quantifying timestamp imperfections.
Inf. Syst., 2022

xPM: Enhancing exogenous data visibility.
Artif. Intell. Medicine, 2022

2021
Extracting Best-Practice Using Mixed-Methods.
Bus. Inf. Syst. Eng., 2021

xPM: A Framework for Process Mining with Exogenous Data.
Proceedings of the Process Mining Workshops - ICPM 2021 International Workshops, Eindhoven, The Netherlands, October 31, 2021

2020
Quality-informed semi-automated event log generation for process mining.
Decis. Support Syst., 2020

An Expert Lens on Data Quality in Process Mining.
Proceedings of the 2nd International Conference on Process Mining, 2020

Signpost - a Semiotics-based Process Mining Methodology.
Proceedings of the 28th European Conference on Information Systems, 2020

Alohomora: Unlocking Data Quality Causes Through Event Log Context.
Proceedings of the 28th European Conference on Information Systems, 2020

Enhancing Event Log Quality: Detecting and Quantifying Timestamp Imperfections.
Proceedings of the Business Process Management - 18th International Conference, 2020

2019
A Case Study Lens on Process Mining in Practice.
Proceedings of the On the Move to Meaningful Internet Systems: OTM 2019 Conferences, 2019

Grounding Process Data Analytics in Domain Knowledge: A Mixed-Method Approach to Identifying Best Practice.
Proceedings of the Business Process Management Forum, 2019

2018
Towards Event Log Querying for Data Quality - Let's Start with Detecting Log Imperfections.
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2018 Conferences, 2018

Detection and Interactive Repair of Event Ordering Imperfection in Process Logs.
Proceedings of the Advanced Information Systems Engineering, 2018

Pre-hospital Retrieval and Transport of Road Trauma Patients in Queensland - A Process Mining Analysis.
Proceedings of the Business Process Management Workshops, 2018

Exposing Impediments to Insurance Claims Processing.
Proceedings of the Business Process Management Cases, 2018

Improving Patient Flows at St. Andrew's War Memorial Hospital's Emergency Department Through Process Mining.
Proceedings of the Business Process Management Cases, 2018

2017
Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs.
Inf. Syst., 2017

Shelf Time Analysis in CTP Insurance Claims Processing.
Proceedings of the Trends and Applications in Knowledge Discovery and Data Mining, 2017

Semi-supervised Log Pattern Detection and Exploration Using Event Concurrence and Contextual Information.
Proceedings of the On the Move to Meaningful Internet Systems. OTM 2017 Conferences, 2017

2002
Rule extraction from local cluster neural nets.
Neurocomputing, 2002

1998
The truth will come to light: directions and challenges in extracting the knowledge embedded within trained artificial neural networks.
IEEE Trans. Neural Networks, 1998

Lessons from Past, Current Issues, and Future Research Directions in Extracting the Knowledge Embedded in Artificial Neural Networks.
Proceedings of the Hybrid Neural Systems, 1998

1997
Refining Expert Knowledge with an Artificial Neural Network.
Proceedings of the Progress in Connectionist-Based Information Systems: Proceedings of the 1997 International Conference on Neural Information Processing and Intelligent Information Systems, 1997

1995
Survey and critique of techniques for extracting rules from trained artificial neural networks.
Knowl. Based Syst., 1995


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