Search Results for author: Izack Cohen

Found 5 papers, 0 papers with code

Data-driven project planning: An integrated network learning and constraint relaxation approach in favor of scheduling

no code implementations20 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.

Decision Making Scheduling

Adaptive Learning for the Resource-Constrained Classification Problem

no code implementations19 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.

Classification Defect Detection

SKTR: Trace Recovery from Stochastically Known Logs

no code implementations25 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.

Decision Making

Conformance Checking Over Stochastically Known Logs

no code implementations14 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.

Uncertain Process Data with Probabilistic Knowledge: Problem Characterization and Challenges

no code implementations7 Jun 2021 Izack Cohen, Avigdor Gal

The first includes conformance checking of a stochastically known log with respect to a given process model.

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