Waleed A. Yousef | DeepAI

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Featured Co-authors

William Briguglio
6 publications
Issa Traore
5 publications
Mohammad Mamun
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Sameh K. Mohamed
4 publications
Ahmed A. Abouelkahire
2 publications
Omar S. Marzouk
2 publications
Waleed A. Mustafa
2 publications
Deyaaeldeen Almahallawi
2 publications
Parisa Moghaddam
1 publication
Hisham E. Mohammed
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Andrew A. Naguib
1 publication

∙ 01/11/2022

JSOL: JavaScript Open-source Library for Grammar of Graphics

In this paper, we introduce the JavaScript Open-source Library (), a hig...

0 Waleed A. Yousef, et al. ∙

∙ 11/19/2021

UN-AVOIDS: Unsupervised and Nonparametric Approach for Visualizing Outliers and Invariant Detection Scoring

The visualization and detection of anomalies (outliers) are of crucial i...

0 Waleed A. Yousef, et al. ∙

∙ 02/09/2021

Classifier Calibration: with implications to threat scores in cybersecurity

This paper explores the calibration of a classifier output score in bina...

0 Waleed A. Yousef, et al. ∙

∙ 02/05/2021

Machine Learning in Precision Medicine to Preserve Privacy via Encryption

Precision medicine is an emerging approach for disease treatment and pre...

0 William Briguglio, et al. ∙

∙ 10/30/2019

Assessment of Multiple-Biomarker Classifiers: fundamental principles and a proposed strategy

The multiple-biomarker classifier problem and its assessment are reviewe...

0 Waleed A. Yousef, et al. ∙

∙ 08/26/2019

Method and System for Image Analysis to Detect Cancer

Breast cancer is the most common cancer and is the leading cause of canc...

0 Waleed A. Yousef, et al. ∙

∙ 08/01/2019

Estimating the Standard Error of Cross-Validation-Based Estimators of Classification Rules Performance

First, we analyze the variance of the Cross Validation (CV)-based estima...

0 Waleed A. Yousef, et al. ∙

∙ 07/31/2019

A Leisurely Look at Versions and Variants of the Cross Validation Estimator

Many versions of cross-validation (CV) exist in the literature; and each...

0 Waleed A. Yousef, et al. ∙

∙ 07/30/2019

Prudence When Assuming Normality: an advice for machine learning practitioners

In a binary classification problem the feature vector (predictor) is the...

3 Waleed A. Yousef, et al. ∙

∙ 07/30/2019

AUC: Nonparametric Estimators and Their Smoothness

Nonparametric estimation of a statistic, in general, and of the error ra...

0 Waleed A. Yousef, et al. ∙

∙ 06/27/2019

DVP: Data Visualization Platform

We identify two major steps in data analysis, data exploration for under...

0 Waleed A. Yousef, et al. ∙

∙ 06/24/2019

A Review of Statistical Learning Machines from ATR to DNA Microarrays: design, assessment, and advice for practitioners

Statistical Learning is the process of estimating an unknown probabilist...

0 Waleed A. Yousef, et al. ∙

∙ 06/24/2019

Statistical Learning Machines from ATR to DNA Microarrays: design, assessment, and advice for practitioners

Statistical Learning is the process of estimating an unknown probabilist...

0 Waleed A. Yousef, et al. ∙

∙ 06/23/2019

Nested Cavity Classifier: performance and remedy

Nested Cavity Classifier (NCC) is a classification rule that pursues par...

0 Waleed A. Mustafa, et al. ∙

∙ 05/07/2019

Learning meters of Arabic and English poems with Recurrent Neural Networks: a step forward for language understanding and synthesis

Recognizing a piece of writing as a poem or prose is usually easy for th...

0 Waleed A. Yousef, et al. ∙

∙ 05/03/2019

Matlab vs. OpenCV: A Comparative Study of Different Machine Learning Algorithms

Scientific Computing relies on executing computer algorithms coded in so...

0 Ahmed A. Elsayed, et al. ∙

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