Search Results for author: Hadi A. Khorshidi

Found 4 papers, 1 papers with code

Modeling of Whole Genomic Sequencing Implementation using System Dynamics and Game Theory

no code implementations2 Oct 2022 Marzieh Soltanolkottabi, Hadi A. Khorshidi, Maarten J. IJzerman

Biomarker testing is a laboratory test in oncology that is used in the selection of targeted cancer treatments and helping to avoid ineffective treatments.

Decision Making

Machine learning with incomplete datasets using multi-objective optimization models

no code implementations4 Dec 2020 Hadi A. Khorshidi, Michael Kirley, Uwe Aickelin

We investigate the reliability and robustness of the proposed model using experiments by defining several scenarios in dealing with missing values and classification.

BIG-bench Machine Learning General Classification +2

Multicriteria Group Decision-Making Under Uncertainty Using Interval Data and Cloud Models

no code implementations1 Dec 2020 Hadi A. Khorshidi, Uwe Aickelin

The proposed MCGDM algorithm aggregates the data, determines the optimal weights for criteria and ranks alternatives with no further input.

Decision Making Decision Making Under Uncertainty

A Synthetic Over-sampling method with Minority and Majority classes for imbalance problems

2 code implementations9 Nov 2020 Hadi A. Khorshidi, Uwe Aickelin

Moreover, existing methods that generate synthetic instances using the majority class distributional information cannot perform effectively when the majority class has a multi-modal distribution.

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