Farbod Taymouri

According to our database, Farbod Taymouri authored at least 15 papers between 2016 and 2022.

Collaborative distances:

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

2022

Discovering Unseen Behaviour from Event Logs.

Abel Armas-Cervantes, Farbod Taymouri

Proceedings of the Application and Theory of Petri Nets and Concurrency, 2022

2021

Business process variant analysis: Survey and classification.

Farbod Taymouri, Marcello La Rosa, Marlon Dumas, Fabrizio Maria Maggi

Knowl. Based Syst., 2021

A Deep Adversarial Model for Suffix and Remaining Time Prediction of Event Sequences.

Farbod Taymouri, Marcello La Rosa, Sarah M. Erfani

Proceedings of the 2021 SIAM International Conference on Data Mining, 2021

2020

Computing Alignments of Well-Formed Process Models using Local Search.

Farbod Taymouri, Josep Carmona

ACM Trans. Softw. Eng. Methodol., 2020

Encoder-Decoder Generative Adversarial Nets for Suffix Generation and Remaining Time Predication of Business Process Models.

Farbod Taymouri, Marcello La Rosa

CoRR, 2020

Business Process Variant Analysis Based on Mutual Fingerprints of Event Logs.

Farbod Taymouri, Marcello La Rosa, Josep Carmona

Proceedings of the Advanced Information Systems Engineering, 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

Light Methods for Conformance Checking of Business Processes.

Farbod Taymouri

Proceedings of the Dissertation Award, 2019

Structural Computation of Alignments of Business Processes Over Partial Orders.

Farbod Taymouri, Josep Carmona

Proceedings of the 19th International Conference on Application of Concurrency to System Design, 2019

2018

Light methods for conformance checking of business processes.

Farbod Taymouri

PhD thesis, 2018

An Evolutionary Technique to Approximate Multiple Optimal Alignments.

Farbod Taymouri, Josep Carmona

Proceedings of the Business Process Management - 16th International Conference, 2018

2017

Log- and Model-Based Techniques for Security-Sensitive Tackling of Obstructed Workflow Executions.

Julius Holderer, Josep Carmona, Farbod Taymouri, Günter Müller

Trans. Petri Nets Other Model. Concurr., 2017

Aligning Modeled and Observed Behavior: A Compromise Between Computation Complexity and Quality.

Boudewijn F. van Dongen, Josep Carmona, Thomas Chatain, Farbod Taymouri

Proceedings of the Advanced Information Systems Engineering, 2017

2016

Model and Event Log Reductions to Boost the Computation of Alignments.

Farbod Taymouri, Josep Carmona

Proceedings of the 6th International Symposium on Data-driven Process Discovery and Analysis (SIMPDA 2016), 2016

A Recursive Paradigm for Aligning Observed Behavior of Large Structured Process Models.

Farbod Taymouri, Josep Carmona

Proceedings of the Business Process Management - 14th International Conference, 2016