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Robert Andrews
Robert Andrews
Senior Research Fellow, Queensland University of Technology
Overená e-mailová adresa na: qut.edu.au
Názov
Citované v
Citované v
Rok
Survey and critique of techniques for extracting rules from trained artificial neural networks
R Andrews, J Diederich, AB Tickle
Knowledge-based systems 8 (6), 373-389, 1995
17661995
The truth will come to light: Directions and challenges in extracting the knowledge embedded within trained artificial neural networks
AB Tickle, R Andrews, M Golea, J Diederich
IEEE transactions on neural networks 9 (6), 1057-1068, 1998
5981998
Event log imperfection patterns for process mining: Towards a systematic approach to cleaning event logs
S Suriadi, R Andrews, AHM ter Hofstede, MT Wynn
Information systems 64, 132-150, 2017
3242017
Process mining for healthcare: Characteristics and challenges
Journal of Biomedical Informatics 127, 103994, 2022
2712022
Quality-informed semi-automated event log generation for process mining
R Andrews, CGJ van Dun, MT Wynn, W Kratsch, MKE Röglinger, ...
Decision Support Systems 132, 113265, 2020
972020
Rule extraction from a constrained error back propagation MLP
R Andrews, S Geva
Australian Conference on Neural Networks, Brisbane, Queensland, 9-12, 1994
901994
A case study lens on process mining in practice
F Emamjome, R Andrews, AHM ter Hofstede
On the Move to Meaningful Internet Systems: OTM 2019 Conferences …, 2019
652019
Leveraging data quality to better prepare for process mining: an approach illustrated through analysing road trauma pre-hospital retrieval and transport processes in Queensland
R Andrews, MT Wynn, K Vallmuur, AHM Ter Hofstede, E Bosley, M Elcock, ...
International journal of environmental research and public health 16 (7), 1138, 2019
642019
Rule extraction from local cluster neural nets
R Andrews, S Geva
Neurocomputing 47 (1-4), 1-20, 2002
632002
Detection and interactive repair of event ordering imperfection in process logs
PM Dixit, S Suriadi, R Andrews, MT Wynn, AHM ter Hofstede, JCAM Buijs, ...
Advanced Information Systems Engineering: 30th International Conference …, 2018
572018
Inserting and extracting knowledge from constrained error back-propagation networks.
R Andrews
Proceedings of the 6th Australian Conference on Neural Networks, 1995
561995
RULEX & CEBP Networks as the Basis for a Rule Refinement System
R Andrews, S Geva
Hybrid problems, hybrid solutions 27, 1, 1995
551995
Digital health data quality issues: systematic review
R Syed, R Eden, T Makasi, I Chukwudi, A Mamudu, M Kamalpour, ...
Journal of medical Internet research 25, e42615, 2023
422023
Enhancing event log quality: Detecting and quantifying timestamp imperfections
DA Fischer, K Goel, R Andrews, CGJ van Dun, MT Wynn, M Röglinger
Business Process Management: 18th International Conference, BPM 2020 …, 2020
422020
Towards event log querying for data quality: Let’s start with detecting log imperfections
R Andrews, S Suriadi, C Ouyang, E Poppe
On the Move to Meaningful Internet Systems. OTM 2018 Conferences …, 2018
402018
Improving patient flows at St. Andrew’s War Memorial Hospital’s emergency department through process mining
R Andrews, S Suriadi, M Wynn, AHM ter Hofstede, S Rothwell
Business process management cases: digital innovation and business …, 2018
322018
An evaluation and comparison of techniques for extracting and refining rules from artificial neural networks
R Andrews, R Cable, J Diederich, S Geva, M Golea, R Hayward, ...
QUT NRC (February 1996), 1996
321996
A comparative process mining analysis of road trauma patient pathways
R Andrews, MT Wynn, K Vallmuur, AHM Ter Hofstede, E Bosley
International journal of environmental research and public health 17 (10), 3426, 2020
302020
Lessons from past, current issues, and future research directions in extracting the knowledge embedded in artificial neural networks
AB Tickle, F Maire, G Bologna, R Andrews, J Diederich
Hybrid neural systems, 226-239, 2000
302000
Rules and local function networks
R Andrews, S Geva
Proceedings of the Workshop on Rule Extraction From Trained Artificial …, 1996
301996
Systém momentálne nemôže vykonať operáciu. Skúste to neskôr.
Články 1–20