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ArticlesPeer ReviewedFull Text
Classification assessment methods
Author / Creator:Tharwat, Alaa
Publisher:Bingley: Elsevier B.V
Journal title:Applied computing & informatics, 2021-01, Vol.17 (1), p.168-192
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ArticlesPeer ReviewedFull Text
Independent component analysis: An introduction
Author / Creator:Tharwat, Alaa
Publisher:Bingley: Elsevier B.V
Journal title:Applied computing & informatics, 2021-04, Vol.17 (2), p.222-249
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ArticlesPeer ReviewedFull Text
Parameters optimization of support vector machines for imbalanced data using social ski driver algorithm
Author / Creator:Tharwat, Alaa ; Gabel, Thomas
Publisher:London: Springer London
Journal title:Neural computing & applications, 2020-06, Vol.32 (11), p.6925-6938
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ArticlesPeer ReviewedFull Text
A Survey on Active Learning: State-of-the-Art, Practical Challenges and Research Directions
Author / Creator:Tharwat, Alaa ; Schenck, Wolfram
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2023-02, Vol.11 (4), p.820
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ArticlesPeer ReviewedFull Text
Chaotic dragonfly algorithm: an improved metaheuristic algorithm for feature selection
Author / Creator:Sayed, Gehad Ismail ; Tharwat, Alaa ; Hassanien, Aboul Ella
Publisher:New York: Springer US
Journal title:Applied intelligence (Dordrecht, Netherlands), 2019-01, Vol.49 (1), p.188-205
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ArticlesPeer ReviewedFull Text
Intelligent Bézier curve-based path planning model using Chaotic Particle Swarm Optimization algorithm
Author / Creator:Tharwat, Alaa ; Elhoseny, Mohamed ; Hassanien, Aboul Ella ; Gabel, Thomas ; Kumar, Arun
Publisher:New York: Springer US
Journal title:Cluster computing, 2019-03, Vol.22 (Suppl 2), p.4745-4766
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ArticlesPeer ReviewedFull Text
A Novel Low-Query-Budget Active Learner with Pseudo-Labels for Imbalanced Data
Author / Creator:Tharwat, Alaa ; Schenck, Wolfram
Publisher:Basel: MDPI AG
Journal title:Mathematics (Basel), 2022-04, Vol.10 (7), p.1068
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ArticlesPeer ReviewedFull Text
Using Optimization Algorithms for Effective Missing-Data Imputation: A Case Study of Tabular Data Derived from Video Surveillance
Author / Creator:Eid, Mahmoud M. ; ElDahshan, Kamal ; Abouali, Abdelatif H. ; Tharwat, Alaa
Publisher:Basel: MDPI AG
Journal title:Algorithms, 2025-03, Vol.18 (3), p.119
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ArticlesPeer ReviewedFull Text
Parameter investigation of support vector machine classifier with kernel functions
Author / Creator:Tharwat, Alaa
Publisher:London: Springer London
Journal title:Knowledge and information systems, 2019-12, Vol.61 (3), p.1269-1302
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ArticlesPeer ReviewedFull Text
Chaotic antlion algorithm for parameter optimization of support vector machine
Author / Creator:Tharwat, Alaa ; Hassanien, Aboul Ella
Publisher:New York: Springer US
Journal title:Applied intelligence (Dordrecht, Netherlands), 2018-03, Vol.48 (3), p.670-686
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ArticlesPeer ReviewedFull Text
Linear discriminant analysis: A detailed tutorial
Author / Creator:Tharwat, Alaa ; Gaber, Tarek ; Ibrahim, Abdelhameed ; Hassanien, Aboul Ella
Publisher:London, England: SAGE Publications
Journal title:Ai communications, 2017-01, Vol.30 (2), p.169-190
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ArticlesPeer ReviewedFull Text
MOGOA algorithm for constrained and unconstrained multi-objective optimization problems
Author / Creator:Tharwat, Alaa ; Houssein, Essam H. ; Ahmed, Mohammed M. ; Hassanien, Aboul Ella ; Gabel, Thomas
Publisher:New York: Springer US
Journal title:Applied intelligence (Dordrecht, Netherlands), 2018-08, Vol.48 (8), p.2268-2283
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ArticlesPeer ReviewedFull Text
A Predictive Model for Toxicity Effects Assessment of Biotransformed Hepatic Drugs Using Iterative Sampling Method
Author / Creator:Tharwat, Alaa ; Moemen, Yasmine S. ; Hassanien, Aboul Ella
Publisher:London: Nature Publishing Group UK
Journal title:Scientific reports, 2016-12, Vol.6 (1), p.38660, Article 38660
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ArticlesFull Text
Behavioral analysis of support vector machine classifier with Gaussian kernel and imbalanced data
Author / Creator:Tharwat, Alaa
Publisher:Ithaca: Cornell University Library, arXiv.org
Journal title:arXiv.org, 2020-07
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Classification assessment methods

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Independent component analysis: An introduction

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Parameters optimization of support vector machines for imbalanced data using social ski driver algorithm

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A Survey on Active Learning: State-of-the-Art, Practical Challenges and Research Directions

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Chaotic dragonfly algorithm: an improved metaheuristic algorithm for feature selection

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Intelligent Bézier curve-based path planning model using Chaotic Particle Swarm Optimization algorithm

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A Novel Low-Query-Budget Active Learner with Pseudo-Labels for Imbalanced Data

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Using Optimization Algorithms for Effective Missing-Data Imputation: A Case Study of Tabular Data Derived from Video Surveillance

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Parameter investigation of support vector machine classifier with kernel functions

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Chaotic antlion algorithm for parameter optimization of support vector machine

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Linear discriminant analysis: A detailed tutorial

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MOGOA algorithm for constrained and unconstrained multi-objective optimization problems

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A Predictive Model for Toxicity Effects Assessment of Biotransformed Hepatic Drugs Using Iterative Sampling Method

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Behavioral analysis of support vector machine classifier with Gaussian kernel and imbalanced data

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