Ilya Verenich

According to our database, Ilya Verenich authored at least 12 papers between 2015 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Predictive Business Process Monitoring via Generative Adversarial Nets: The Case of Next Event Prediction.

Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani, Zahra Dasht Bozorgi, Ilya Verenich

Proceedings of the Business Process Management - 18th International Conference, 2020

2019

Survey and Cross-benchmark Comparison of Remaining Time Prediction Methods in Business Process Monitoring.

Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Irene Teinemaa

ACM Trans. Intell. Syst. Technol., 2019

Predicting process performance: A white-box approach based on process models.

Ilya Verenich, Marlon Dumas, Marcello La Rosa, Hoang Nguyen

J. Softw. Evol. Process., 2019

Explainable Predictive Monitoring of Temporal Measures of Business Processes.

Ilya Verenich

Proceedings of the Dissertation Award, 2019

2018

Predictive Process Monitoring in Apromore.

Ilya Verenich, Stanislav Mõskovski, Simon Raboczi, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi

Proceedings of the Information Systems in the Big Data Era, 2018

2017

White-box prediction of process performance indicators via flow analysis.

Ilya Verenich, Hoang Nguyen, Marcello La Rosa, Marlon Dumas

Proceedings of the 2017 International Conference on Software and System Process, 2017

Predictive Business Process Monitoring with LSTM Neural Networks.

Niek Tax, Ilya Verenich, Marcello La Rosa, Marlon Dumas

Proceedings of the Advanced Information Systems Engineering, 2017

Nirdizati: A Web-Based Tool for Predictive Process Monitoring.

Kerwin Jorbina, Andrii Rozumnyi, Ilya Verenich, Chiara Di Francescomarino, Marlon Dumas, Chiara Ghidini, Fabrizio Maria Maggi, Marcello La Rosa, Simon Raboczi

Proceedings of the BPM Demo Track and BPM Dissertation Award co-located with 15th International Conference on Business Process Modeling (BPM 2017), 2017

2016

Minimizing Overprocessing Waste in Business Processes via Predictive Activity Ordering.

Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Chiara Di Francescomarino

Proceedings of the Advanced Information Systems Engineering, 2016

A General Framework for Predictive Business Process Monitoring.

Ilya Verenich

Proceedings of CAiSE 2016 Doctoral Consortium co-located with 28th International Conference on Advanced Information Systems Engineering (CAiSE 2016), 2016

2015

Complex Symbolic Sequence Clustering and Multiple Classifiers for Predictive Process Monitoring.

Ilya Verenich, Marlon Dumas, Marcello La Rosa, Fabrizio Maria Maggi, Chiara Di Francescomarino

Proceedings of the Business Process Management Workshops - BPM 2015, 13th International Workshops, Innsbruck, Austria, August 31, 2015

Combining Propensity and Influence Models for Product Adoption Prediction.

Ilya Verenich, Riivo Kikas, Marlon Dumas, Dmitri Melnikov

Proceedings of the 2015 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2015