Robert Andrews

2.8k total citations · 1 hit paper
39 papers, 1.3k citations indexed

About

Robert Andrews is a scholar working on Management Information Systems, Management Science and Operations Research and Artificial Intelligence. According to data from OpenAlex, Robert Andrews has authored 39 papers receiving a total of 1.3k indexed citations (citations by other indexed papers that have themselves been cited), including 16 papers in Management Information Systems, 15 papers in Management Science and Operations Research and 9 papers in Artificial Intelligence. Recurrent topics in Robert Andrews's work include Data Quality and Management (14 papers), Business Process Modeling and Analysis (13 papers) and Big Data and Business Intelligence (7 papers). Robert Andrews is often cited by papers focused on Data Quality and Management (14 papers), Business Process Modeling and Analysis (13 papers) and Big Data and Business Intelligence (7 papers). Robert Andrews collaborates with scholars based in Australia, Germany and Netherlands. Robert Andrews's co-authors include Joachim Diederich, Alan Tickle, Mostefa Golea, Shlomo Geva, Arthur H. M. ter Hofstede, Moe Thandar Wynn, Emma Bosley, Kanika Goel, Kirsten Vallmuur and Maximilian Röglinger and has published in prestigious journals such as PLoS ONE, IEEE Access and International Journal of Environmental Research and Public Health.

In The Last Decade

Robert Andrews

33 papers receiving 1.1k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

Survey and critique of techniques for extracting rules from trained artificial neural networks

1995 745 citations Robert Andrews et al. profile →

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Robert Andrews Australia	10	840	241	200	130	125	39	1.3k
Man Leung Wong Hong Kong	18	667 0.8×	157 0.7×	164 0.8×	95 0.7×	55 0.4×	45	999
H. Altay Güvenir Türkiye	17	576 0.7×	85 0.4×	136 0.7×	161 1.2×	60 0.5×	48	1.1k
Lidong Wang China	15	335 0.4×	138 0.6×	157 0.8×	220 1.7×	49 0.4×	88	995
Majid Mohammadi Iran	17	333 0.4×	320 1.3×	61 0.3×	223 1.7×	68 0.5×	73	1.1k
Georg Peters Germany	12	521 0.6×	400 1.7×	247 1.2×	312 2.4×	28 0.2×	34	994
Marco Zaffalon Switzerland	24	1.2k 1.4×	409 1.7×	100 0.5×	372 2.9×	26 0.2×	120	1.8k
Ramasamy Uthurusamy United States	11	569 0.7×	199 0.8×	478 2.4×	103 0.8×	59 0.5×	23	1.2k
Mark J. Wierman United States	12	571 0.7×	493 2.0×	214 1.1×	524 4.0×	38 0.3×	45	1.5k
Roman Kern Austria	19	523 0.6×	119 0.5×	231 1.2×	41 0.3×	27 0.2×	130	1.3k
Azuraliza Abu Bakar Malaysia	21	961 1.1×	164 0.7×	409 2.0×	118 0.9×	23 0.2×	153	1.7k

Countries citing papers authored by Robert Andrews

Since Specialization

Citations

This map shows the geographic impact of Robert Andrews's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Robert Andrews with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Robert Andrews more than expected).

Fields of papers citing papers by Robert Andrews

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Robert Andrews. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Robert Andrews. The network helps show where Robert Andrews may publish in the future.

Co-authorship network of co-authors of Robert Andrews

This figure shows the co-authorship network connecting the top 25 collaborators of Robert Andrews. A scholar is included among the top collaborators of Robert Andrews based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Robert Andrews. Robert Andrews is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Andrews, Robert, et al.. (2025). Case ID Revealed HERE: Hybrid Elusive Case Repair Method for Transformer-Driven Business Process Event Log Enhancement. Business & Information Systems Engineering. 67(3). 311–337.

Hofstede, Arthur H. M. ter, et al.. (2024). Comparing Conformance Checking for Decision Mining: An Axiomatic Approach. IEEE Access. 12. 60276–60298.

Hofstede, Arthur H. M. ter, Agnes Koschmider, Andrea Marrella, et al.. (2023). Process-Data Quality: The True Frontier of Process Mining. Journal of Data and Information Quality. 15(3). 1–21. 8 indexed citations

Syed, Rehan, Rebekah Eden, Sander J. J. Leemans, et al.. (2023). Digital Health Data Quality Issues: Systematic Review. Journal of Medical Internet Research. 25. e42615–e42615. 38 indexed citations

Clement, Mathew, Kristin Ladell, Kelly L. Miners, et al.. (2023). Inhibitory IL-10-producing CD4+ T cells are T-bet-dependent and facilitate cytomegalovirus persistence via coexpression of arginase-1. eLife. 12. 4 indexed citations

Andrews, Robert, et al.. (2022). Process data analytics for hospital case-mix planning. Journal of Biomedical Informatics. 129. 104056–104056. 9 indexed citations

Leemans, Sander J. J., et al.. (2022). xPM: Enhancing exogenous data visibility. Artificial Intelligence in Medicine. 133. 102409–102409. 2 indexed citations

Andrews, Robert, et al.. (2021). Trauma by‐pass guideline: A data‐driven conformance analysis for road trauma cases in Queensland. Emergency Medicine Australasia. 33(6). 1059–1065. 1 indexed citations

Ponsford, Mark, Palwasha Khan, Robert Andrews, et al.. (2021). Examining the utility of extended laboratory panel testing in the emergency department for risk stratification of patients with COVID-19: a single-centre retrospective service evaluation. Journal of Clinical Pathology. 75(4). 255–262.

10.

Andrews, Robert, et al.. (2020). An Expert Lens on Data Quality in Process Mining. 49–56. 3 indexed citations

11.

Andrews, Robert, Moe Thandar Wynn, Kirsten Vallmuur, Arthur H. M. ter Hofstede, & Emma Bosley. (2020). A Comparative Process Mining Analysis of Road Trauma Patient Pathways. International Journal of Environmental Research and Public Health. 17(10). 3426–3426. 14 indexed citations

12.

Andrews, Robert, et al.. (2020). Alohomora: Unlocking data quality causes through event log context. QUT ePrints (Queensland University of Technology). 4 indexed citations

13.

Andrews, Robert, Moe Thandar Wynn, Kirsten Vallmuur, et al.. (2019). Leveraging Data Quality to Better Prepare for Process Mining: An Approach Illustrated Through Analysing Road Trauma Pre-Hospital Retrieval and Transport Processes in Queensland. International Journal of Environmental Research and Public Health. 16(7). 1138–1138. 24 indexed citations

14.

Andrews, Robert, et al.. (2016). Comparing static and dynamic aspects of patient flows via process model visualisations. Information and Software Technology. 1 indexed citations

15.

Stewart, Glenn, Guy G. Gable, Robert Andrews, Michael Rosemann, & Taizan Chan. (1999). Lessons from the field: A reflection on teaching SAP R/3 and ERP implementation issues. Journal of the Association for Information Systems. 14 indexed citations

16.

Belford, R. Linn, et al.. (1999). The Rough Guide to Italy. Medical Entomology and Zoology. 5 indexed citations

17.

Andrews, Robert, et al.. (1998). Port of Oakland Inner Harbor Waterway Design Considerations. 1268–1276. 1 indexed citations

18.

Andrews, Robert & Shlomo Geva. (1997). Refining Expert Knowledge with an Artificial Neural Network.. International Conference on Neural Information Processing. 847–850. 5 indexed citations

19.

Andrews, Robert & Shlomo Geva. (1996). Rules and Local Function Networks. 4 indexed citations

20.

Andrews, Robert & Charles Beauchamp. (1989). A clinical database management system for improved integration of the veterans affairs hospital information system. Journal of Medical Systems. 13(6). 309–320. 6 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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