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Anomaly Detection Methods for Categorical Data: A Review

ACM computing surveys, 2019-05, Vol.52 (2), p.1-35, Article 38

2019

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Effect of Zataria multiflora on fatty liver disease

Complementary therapies in medicine, 2019-02, Vol.42, p.270-270

2019

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The Efficacy of Rosa damascena on Liver Enzymes in Nonalcoholic Fatty Liver Disease: A Randomized Double-Blind Clinical Trial

Evidence-based complementary and alternative medicine, 2021, Vol.2021, p.6628911-6

2021

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BACON: blocked adaptive computationally efficient outlier nominators

Computational statistics & data analysis, 2000-09, Vol.34 (3), p.279-298

2000

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Procedures for the identification of multiple influential observations in linear regression

Journal of applied statistics, 2014-06, Vol.41 (6), p.1315-1331

2014

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Pair-wise association measures for categorical and mixed data

Information sciences, 2016-06, Vol.346-347, p.73-89

2016

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Fitting the Generalized Pareto Distribution to Data

Journal of the American Statistical Association, 1997-12, Vol.92 (440), p.1609-1620

1997

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Regression analysis by example, fourth edition

4th ed., 2006

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Regression Analysis by Example

4th ed., 2006

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Fuzzy Multivariate Outliers with Application on BACON Algorithm

2020 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 2020, p.1-7

2020

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A new distance between multivariate clusters of varying locations, elliptical shapes, and directions

Pattern recognition, 2022-09, Vol.129, p.108780, Article 108780

Hadi, Ali S.

2022

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Some Cautionary Notes on the Use of Principal Components Regression

The American statistician, 1998-02, Vol.52 (1), p.15-19

1998

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Questions Regarding the Diagnosis of Malignant Hyperthermia

Anesthesiology (Philadelphia), 2015-09, Vol.123 (3), p.731-732

2015

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Some notes on the consequences of pretreatment of multivariate data

Information sciences, 2025-02, Vol.690, p.121580, Article 121580

2025

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Influential Observations, High Leverage Points, and Outliers in Linear Regression

Statistical science, 1986-08, Vol.1 (3), p.379-393

1986

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Identification of multiple high leverage points in logistic regression

Journal of applied statistics, 2013-12, Vol.40 (12), p.2601-2616

2013

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Multi-Class Data Exploration Using Space Transformed Visualization Plots

Journal of computational and graphical statistics, 2011-06, Vol.20 (2), p.298-315

2011

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Semi-parametric nonlinear regression and transformation using functional networks

Computational statistics & data analysis, 2008-01, Vol.52 (4), p.2129-2157

2008

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A Modification of a Method for the Detection of Outliers in Multivariate Samples

Journal of the Royal Statistical Society. Series B, Statistical methodology, 1994, Vol.56 (2), p.393-396

Hadi, Ali S.

1994

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Identifying Multiple Outliers in Multivariate Data

Journal of the Royal Statistical Society. Series B, Statistical methodology, 1992-07, Vol.54 (3), p.761-771

Hadi, Ali S.

1992

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COVID-19 and Periodontitis: A Reality to Live with

The journal of contemporary dental practice, 2020-12, Vol.21 (12), p.1398-1403

2020

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Iterative Least Squares Functional Networks Classifier

IEEE transaction on neural networks and learning systems, 2007-05, Vol.18 (3), p.844-850

2007

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Improving parameter estimation using constrained optimization methods

Journal of statistical computation and simulation, 2012-10, Vol.82 (10), p.1471-1499

2012

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A multiple association-based unsupervised feature selection algorithm for mixed data sets

Expert systems with applications, 2023-02, Vol.212, p.118718, Article 118718

2023

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Identification of Multiple Outliers in Logistic Regression

Communications in statistics. Theory and methods, 2008-05, Vol.37 (11), p.1697-1709

2008

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Anomaly Detection Methods for Categorical Data: A Review

Effect of Zataria multiflora on fatty liver disease

The Efficacy of Rosa damascena on Liver Enzymes in Nonalcoholic Fatty Liver Disease: A Randomized Double-Blind Clinical Trial

BACON: blocked adaptive computationally efficient outlier nominators

Procedures for the identification of multiple influential observations in linear regression

Pair-wise association measures for categorical and mixed data

Fitting the Generalized Pareto Distribution to Data

Regression analysis by example, fourth edition

Regression Analysis by Example

Fuzzy Multivariate Outliers with Application on BACON Algorithm

A new distance between multivariate clusters of varying locations, elliptical shapes, and directions

Some Cautionary Notes on the Use of Principal Components Regression

Questions Regarding the Diagnosis of Malignant Hyperthermia

Some notes on the consequences of pretreatment of multivariate data

Influential Observations, High Leverage Points, and Outliers in Linear Regression

Identification of multiple high leverage points in logistic regression

Multi-Class Data Exploration Using Space Transformed Visualization Plots

Semi-parametric nonlinear regression and transformation using functional networks

A Modification of a Method for the Detection of Outliers in Multivariate Samples

Identifying Multiple Outliers in Multivariate Data

COVID-19 and Periodontitis: A Reality to Live with

Iterative Least Squares Functional Networks Classifier

Improving parameter estimation using constrained optimization methods

A multiple association-based unsupervised feature selection algorithm for mixed data sets

Identification of Multiple Outliers in Logistic Regression

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