no code implementations • 20 Nov 2023 • Izack Cohen
A planner in charge of project planning has to select a set of activities to perform, determine their precedence constraints, and schedule them according to temporal project constraints.
no code implementations • 19 Jul 2022 • Danit Shifman Abukasis, Izack Cohen, Xiaochen Xian, Kejun Huang, Gonen Singer
Resource-constrained classification tasks are common in real-world applications such as allocating tests for disease diagnosis, hiring decisions when filling a limited number of positions, and defect detection in manufacturing settings under a limited inspection budget.
no code implementations • 25 Jun 2022 • Eli Bogdanov, Izack Cohen, Avigdor Gal
Developments in machine learning together with the increasing usage of sensor data challenge the reliance on deterministic logs, requiring new process mining solutions for uncertain, and in particular stochastically known, logs.
no code implementations • 14 Mar 2022 • Eli Bogdanov, Izack Cohen, Avigdor Gal
We envision the proposed stochastic conformance checking approach as a viable process mining component for future analysis of stochastic event logs.
no code implementations • 7 Jun 2021 • Izack Cohen, Avigdor Gal
The first includes conformance checking of a stochastically known log with respect to a given process model.