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01/11/2022
JSOL: JavaScript Open-source Library for Grammar of Graphics
In this paper, we introduce the JavaScript Open-source Library (), a hig...
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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...
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02/09/2021
Classifier Calibration: with implications to threat scores in cybersecurity
This paper explores the calibration of a classifier output score in bina...
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02/05/2021
Machine Learning in Precision Medicine to Preserve Privacy via Encryption
Precision medicine is an emerging approach for disease treatment and pre...
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10/30/2019
Assessment of Multiple-Biomarker Classifiers: fundamental principles and a proposed strategy
The multiple-biomarker classifier problem and its assessment are reviewe...
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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...
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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...
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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...
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07/30/2019
Prudence When Assuming Normality: an advice for machine learning practitioners
In a binary classification problem the feature vector (predictor) is the...
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07/30/2019
AUC: Nonparametric Estimators and Their Smoothness
Nonparametric estimation of a statistic, in general, and of the error ra...
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06/27/2019
DVP: Data Visualization Platform
We identify two major steps in data analysis, data exploration for under...
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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...
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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...
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06/23/2019
Nested Cavity Classifier: performance and remedy
Nested Cavity Classifier (NCC) is a classification rule that pursues par...
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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...
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05/03/2019