Ilya Verenich

15 papers A 3B 2Journal 5Unranked 5
YearRankTypeTitle / Venue / Authors
2020 A conf
Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction.
BPM
Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani, Zahra Dasht Bozorgi, Ilya Verenich
2020 J jnl
Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction.
CoRR
Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani, Zahra Dasht Bozorgi, Ilya Verenich
2019 — conf
Explainable Predictive Monitoring of Temporal Measures of Business Processes.
BPM (PhD/Demos)
Ilya Verenich
2019 J jnl
Predicting process performance: A white-box approach based on process models.
J. Softw. Evol. Process.
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Hoang Nguyen
2019 J jnl
Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring.
ACM Trans. Intell. Syst. Technol.
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Irene Teinemaa
2018 — conf
Predictive Process Monitoring in Apromore.
CAiSE Forum
Ilya Verenich, Stanislav Mõskovski, Simon Raboczi, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
2018 J jnl
Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring.
CoRR
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Irene Teinemaa
2017 — conf
Nirdizati: A Web-Based Tool for Predictive Process Monitoring.
BPM (Demos)
Kerwin Jorbina, Andrii Rozumnyi, Ilya Verenich, Chiara Di Francescomarino, Marlon Dumas, Chiara Ghidini, Fabrizio Maria Maggi, Marcello La Rosa, Simon Raboczi
2017 A conf
Predictive Business Process Monitoring with LSTM Neural Networks.
CAiSE
Niek Tax, Ilya Verenich, Marcello La Rosa, Marlon Dumas
2017 B conf
White-box prediction of process performance indicators via flow analysis.
ICSSP
Ilya Verenich, Hoang Nguyen, Marcello La Rosa, Marlon Dumas
2016 — conf
A General Framework for Predictive Business Process Monitoring.
CAiSE (Doctoral Consortium)
Ilya Verenich
2016 A conf
Minimizing Overprocessing Waste in Business Processes via Predictive Activity Ordering.
CAiSE
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Chiara Di Francescomarino
2016 J jnl
Predictive Business Process Monitoring with LSTM Neural Networks.
CoRR
Niek Tax, Ilya Verenich, Marcello La Rosa, Marlon Dumas
2015 B conf
Combining Propensity and Influence Models for Product Adoption Prediction.
ASONAM
Ilya Verenich, Riivo Kikas, Marlon Dumas, Dmitri Melnikov
2015 — conf
Complex Symbolic Sequence Clustering and Multiple Classifiers for Predictive Process Monitoring.
Business Process Management Workshops
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Chiara Di Francescomarino