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Amir Ahmad

affiliation not provided to SSRN

SCHOLARLY PAPERS

3

DOWNLOADS

226

TOTAL CITATIONS

0

Scholarly Papers (3)

1.

Improving Mixed Data Imputation Methods Using Generative Adversarial Networks

Number of pages: 28 Posted: 29 Mar 2022
affiliation not provided to SSRN, United Arab Emirates University (UAEU), affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and United Arab Emirates University (UAEU)
Downloads 127 (569,079)

Abstract:

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Mixed data imputation, Missing data, GANs, Miss Forest, MICE, Denoising Auto Encoders

2.

Reinforced Domain Adaptation for Medical Semantic Segmentation: Style Adaptation and Boundary Enhancement

Number of pages: 28 Posted: 30 Aug 2023
affiliation not provided to SSRN, affiliation not provided to SSRN, affiliation not provided to SSRN and United Arab Emirates University (UAEU)
Downloads 88 (753,595)

Abstract:

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Semantic Segmentation, Cross-Modal Medicine, Reinforcement Learning, Style
Adaptation, Boundary Enhancement

3.

Analyzing the Impact of Feature Transformations on One-Class Classification for Categorical Data

Number of pages: 16 Posted: 02 Apr 2026
Shehroz Khan and Amir Ahmad
University of Toronto - Toronto Rehabilitation Institute and affiliation not provided to SSRN
Downloads 11 (1,555,090)

Abstract:

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one-class classification, Anomaly Detection, categorical data, feature transformation