Ilya Verenich
Ilya Verenich
School of Computing and Information Systems, University of Melbourne
Verified email at unimelb.edu.au - Homepage
TitleCited byYear
Predictive business process monitoring with LSTM neural networks
N Tax, I Verenich, M La Rosa, M Dumas
International Conference on Advanced Information Systems Engineering, 477-492, 2017
1072017
Complex symbolic sequence clustering and multiple classifiers for predictive process monitoring
I Verenich, M Dumas, M La Rosa, FM Maggi, C Di Francescomarino
International Conference on Business Process Management, 218-229, 2016
292016
Minimizing overprocessing waste in business processes via predictive activity ordering
I Verenich, M Dumas, M La Rosa, FM Maggi, C Di Francescomarino
International Conference on Advanced Information Systems Engineering, 186-202, 2016
142016
White-box prediction of process performance indicators via flow analysis
I Verenich, H Nguyen, M La Rosa, M Dumas
Proceedings of the 2017 International Conference on Software and System …, 2017
92017
Nirdizati: A web-based tool for predictive process monitoring
K Jorbina, A Rozumnyi, I Verenich, C Di Francescomarino, M Dumas, ...
72017
Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring
I Verenich, M Dumas, ML Rosa, FM Maggi, I Teinemaa
ACM Transactions on Intelligent Systems and Technology (TIST) 10 (4), 34, 2019
62019
A general framework for predictive business process monitoring
I Verenich
52016
Predictive process monitoring in apromore
I Verenich, S Moškovski, S Raboczi, M Dumas, M La Rosa, FM Maggi
International Conference on Advanced Information Systems Engineering, 244-253, 2018
22018
Predicting process performance: A white‐box approach based on process models
I Verenich, M Dumas, M La Rosa, H Nguyen
Journal of Software: Evolution and Process 31 (6), e2170, 2019
12019
Tell me what’s ahead? Predicting remaining activity sequences of business process instances
I Verenich, M Dumas, M La Rosa, FM Maggi, D Chasovskyi, A Rozumnyi
12016
Combining propensity and influence models for product adoption prediction
I Verenich, R Kikas, M Dumas, D Melnikov
Proceedings of the 2015 IEEE/ACM International Conference on Advances in …, 2015
12015
Планарные и координатные трассировщики на практике
ИЮ Веренич, ЮВ Лысенко
Вестник Южно-Уральского государственного университета. Серия: Компьютерные …, 2011
12011
Explainable predictive monitoring of temporal measures of business processes
I Verenich
Queensland University of Technology, 2018
2018
Predicting process performance: A white-box approach
I Verenich, M Dumas, M La Rosa, H Nguyen, AHM ter Hofstede
Predicting Process Performance: A White-Box Approach, 2017
2017
Predictive business process monitoring with LSTMs
N Tax, I Verenich, M La Rosa, M Dumas
Benelearn 2017: Proceedings of the Twenty-Sixth Benelux Conference on …, 2017
2017
A framework for crowdrating quality evaluation in the statistical machine translation
D Chasovskyi, I Verenich
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Articles 1–16