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Classification assessment methods

Applied computing & informatics, 2021-01, Vol.17 (1), p.168-192

Tharwat, Alaa

2021

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Independent component analysis: An introduction

Applied computing & informatics, 2021-04, Vol.17 (2), p.222-249

Tharwat, Alaa

2021

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

Neural computing & applications, 2020-06, Vol.32 (11), p.6925-6938

2020

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Chaotic dragonfly algorithm: an improved metaheuristic algorithm for feature selection

Applied intelligence (Dordrecht, Netherlands), 2019-01, Vol.49 (1), p.188-205

2019

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Bezier Curve Based Path Planning in a Dynamic Field using Modified Genetic Algorithm

Journal of computational science, 2018-03, Vol.25, p.339-350

2018

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

Mathematics (Basel), 2023-02, Vol.11 (4), p.820

2023

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

Cluster computing, 2019-03, Vol.22 (Suppl 2), p.4745-4766

2019

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Parameter investigation of support vector machine classifier with kernel functions

Knowledge and information systems, 2019-12, Vol.61 (3), p.1269-1302

Tharwat, Alaa

2019

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Linear vs. quadratic discriminant analysis classifier: a tutorial

International Journal of Applied Pattern Recognition, 2016, Vol.3 (2), p.145

Tharwat, Alaa

2016

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

Mathematics (Basel), 2022-04, Vol.10 (7), p.1068

2022

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A conceptual and practical comparison of PSO-style optimization algorithms

Expert systems with applications, 2021-04, Vol.167, p.114430, Article 114430

2021

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Principal component analysis - a tutorial

International Journal of Applied Pattern Recognition, 2016, Vol.3 (3), p.197

Tharwat, Alaa

2016

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A Wheelchair Control System Using Human-Machine Interaction: Single-Modal and Multimodal Approaches

Journal of intelligent systems, 2019-01, Vol.28 (1), p.115-132

2019

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Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget

IEEE transactions on knowledge and data engineering, 2024-08, Vol.36 (8), p.4317-4330

2024

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Active Learning for Handling Missing Data

IEEE transaction on neural networks and learning systems, 2024-01, Vol.PP, p.1-15

2024

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The Global Environmental Effects During and Beyond COVID-19: Intelligent Computing Solutions

1st Edition 2021, 2021

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Chaotic antlion algorithm for parameter optimization of support vector machine

Applied intelligence (Dordrecht, Netherlands), 2018-03, Vol.48 (3), p.670-686

2018

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Balancing Exploration and Exploitation: A novel active learner for imbalanced data

Knowledge-based systems, 2020-12, Vol.210, p.106500, Article 106500

2020

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Population initialization techniques for evolutionary algorithms for single-objective constrained optimization problems: Deterministic vs. stochastic techniques

Swarm and evolutionary computation, 2021-12, Vol.67, p.100952, Article 100952

2021

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Personal Identification Using Ears Based on Statistical Features

Electronic letters on computer vision and image analysis, 2015, Vol.14 (3), p.9-10

Othman, Alaa Tharwat

2015

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Optimizing K-coverage of mobile WSNs

Expert systems with applications, 2018-02, Vol.92, p.142-153

2018

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Quantum-Behaved Particle Swarm Optimization for Parameter Optimization of Support Vector Machine

Journal of classification, 2019-10, Vol.36 (3), p.576-598

2019

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Recognizing human activity in mobile crowdsensing environment using optimized k-NN algorithm

Expert systems with applications, 2018-10, Vol.107, p.32-44

2018

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Linear discriminant analysis: A detailed tutorial

Ai communications, 2017-01, Vol.30 (2), p.169-190

2017

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Biometric cattle identification approach based on Weber’s Local Descriptor and AdaBoost classifier

Computers and electronics in agriculture, 2016-03, Vol.122, p.55-66

2016

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Classification assessment methods

Independent component analysis: An introduction

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

Chaotic dragonfly algorithm: an improved metaheuristic algorithm for feature selection

Bezier Curve Based Path Planning in a Dynamic Field using Modified Genetic Algorithm

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

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

Parameter investigation of support vector machine classifier with kernel functions

Linear vs. quadratic discriminant analysis classifier: a tutorial

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

A conceptual and practical comparison of PSO-style optimization algorithms

Principal component analysis - a tutorial

A Wheelchair Control System Using Human-Machine Interaction: Single-Modal and Multimodal Approaches

Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget

Active Learning for Handling Missing Data

The Global Environmental Effects During and Beyond COVID-19: Intelligent Computing Solutions

Chaotic antlion algorithm for parameter optimization of support vector machine

Balancing Exploration and Exploitation: A novel active learner for imbalanced data

Population initialization techniques for evolutionary algorithms for single-objective constrained optimization problems: Deterministic vs. stochastic techniques

Personal Identification Using Ears Based on Statistical Features

Optimizing K-coverage of mobile WSNs

Quantum-Behaved Particle Swarm Optimization for Parameter Optimization of Support Vector Machine

Recognizing human activity in mobile crowdsensing environment using optimized k-NN algorithm

Linear discriminant analysis: A detailed tutorial

Biometric cattle identification approach based on Weber’s Local Descriptor and AdaBoost classifier

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