Amin Jalali

Advancing object-centric process mining with multi-dimensional data operations

Abstract Analyzing process data at varying levels of granularity is important to derive actionable insights and support informed decision-making. Object-Centric Event Data (OCED) enhance process mining by capturing interactions among events and multiple objects, leading to the di...

An empirical study on the effectiveness of decision trees and decision tables for source-based decision validation

Effective decision-making requires models that are both understandable to users and capable of representing complex logic. Decision trees and decision tables are widely used graphical notations, yet prior research reports inconsistent findings on their relative effectiveness. Thi...