Combining Propensity and Influence Models for Product Adoption Prediction. - Ilya Verenich; Riivo Kikas; Marlon Dumas; Dmitri Melnikov (ASONAM, 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 (Business Process Management Workshops, 2015)

A General Framework for Predictive Business Process Monitoring. - Ilya Verenich (CAiSE (Doctoral Consortium), 2016)

Minimizing Overprocessing Waste in Business Processes via Predictive Activity Ordering. - Ilya Verenich; Marlon Dumas; Marcello La Rosa; Fabrizio Maria Maggi; Chiara Di Francescomarino (CAiSE, 2016)

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 (BPM (Demos), 2017)

Predictive Business Process Monitoring with LSTM Neural Networks. - Niek Tax; Ilya Verenich; Marcello La Rosa; Marlon Dumas (CAiSE, 2017)

White-box prediction of process performance indicators via flow analysis. - Ilya Verenich; Hoang Nguyen; Marcello La Rosa; Marlon Dumas (ICSSP, 2017)

Predictive Process Monitoring in Apromore. - Ilya Verenich; Stanislav Mõskovski; Simon Raboczi; Marlon Dumas; Marcello La Rosa; Fabrizio Maria Maggi (CAiSE Forum, 2018)

Explainable Predictive Monitoring of Temporal Measures of Business Processes. - Ilya Verenich (BPM (PhD/Demos), 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)

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)

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 (BPM, 2020)