Ilya Verenich

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 13

Top Topics

Inter Organizational

Business Process

Top Venues

Publications

Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani, Zahra Dasht Bozorgi, Ilya Verenich
Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction. BPM (2020)
Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani, Zahra Dasht Bozorgi, Ilya Verenich
Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction. CoRR (2020)
Ilya Verenich
Explainable Predictive Monitoring of Temporal Measures of Business Processes. BPM (PhD/Demos) (2019)
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Irene Teinemaa
Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring. ACM Trans. Intell. Syst. Technol. 10 (4) (2019)
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Hoang Nguyen
Predicting process performance: A white-box approach based on process models. J. Softw. Evol. Process. 31 (6) (2019)
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Irene Teinemaa
Survey and cross-benchmark comparison of remaining time prediction methods in business process monitoring. CoRR (2018)
Ilya Verenich, Stanislav Mõskovski, Simon Raboczi, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi
Predictive Process Monitoring in Apromore. CAiSE Forum (2018)
Ilya Verenich, Hoang Nguyen, Marcello La Rosa, Marlon Dumas
White-box prediction of process performance indicators via flow analysis. ICSSP (2017)
Kerwin Jorbina, Andrii Rozumnyi, Ilya Verenich, Chiara Di Francescomarino, Marlon Dumas, Chiara Ghidini, Fabrizio Maria Maggi, Marcello La Rosa, Simon Raboczi
Nirdizati: A Web-Based Tool for Predictive Process Monitoring. BPM (Demos) (2017)
Niek Tax, Ilya Verenich, Marcello La Rosa, Marlon Dumas
Predictive Business Process Monitoring with LSTM Neural Networks. CAiSE (2017)
Ilya Verenich
A General Framework for Predictive Business Process Monitoring. CAiSE (Doctoral Consortium) (2016)
Niek Tax, Ilya Verenich, Marcello La Rosa, Marlon Dumas
Predictive Business Process Monitoring with LSTM Neural Networks. CoRR (2016)
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Chiara Di Francescomarino
Minimizing Overprocessing Waste in Business Processes via Predictive Activity Ordering. CAiSE (2016)
Ilya Verenich, Riivo Kikas, Marlon Dumas, Dmitri Melnikov
Combining Propensity and Influence Models for Product Adoption Prediction. ASONAM (2015)
Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Chiara Di Francescomarino
Complex Symbolic Sequence Clustering and Multiple Classifiers for Predictive Process Monitoring. Business Process Management Workshops (2015)