Alaa Tharwat

According to our database, Alaa Tharwat authored at least 55 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Tutorial: Interactive Adaptive Learning.

Marek Herde, Tuan Pham Minh, Alaa Tharwat, Bernhard Sick

Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2024), 2024

2023

Tutorial: Interactive Adaptive Learning.

Mirko Bunse, Georg Krempl, Alaa Tharwat, Amal Saadallah

Proceedings of the Workshop on Interactive Adaptive Learning co-located with European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD 2023), 2023

2021

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

Alaa Tharwat, Wolfram Schenck

Swarm Evol. Comput., 2021

A conceptual and practical comparison of PSO-style optimization algorithms.

Alaa Tharwat, Wolfram Schenck

Expert Syst. Appl., 2021

2020

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

Alaa Tharwat, Thomas Gabel

Neural Comput. Appl., 2020

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

Alaa Tharwat, Wolfram Schenck

Knowl. Based Syst., 2020

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

Alaa Tharwat

CoRR, 2020

Rough sets and social ski-driver optimization for drug toxicity analysis.

Alaa Tharwat, Ashraf Darwish, Aboul Ella Hassanien

Comput. Methods Programs Biomed., 2020

How to Label? Combining Experts' Knowledge for German Text Classification.

David Pelkmann, Alaa Tharwat, Wolfram Schenck

Proceedings of the 7th Swiss Conference on Data Science, 2020

2019

Optimizing Support Vector Machine Parameters Using Bat Optimization Algorithm.

Alaa Tharwat, Aboul Ella Hassanien

Proceedings of the Machine Learning Paradigms: Theory and Application, 2019

Parameter investigation of support vector machine classifier with kernel functions.

Alaa Tharwat

Knowl. Inf. Syst., 2019

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

Mohamed K. Shahin, Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien

J. Intell. Syst., 2019

Neutrosophic rule-based prediction system for toxicity effects assessment of biotransformed hepatic drugs.

Sameh H. Basha, Alaa Tharwat, Areeg Abdalla, Aboul Ella Hassanien

Expert Syst. Appl., 2019

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

Alaa Tharwat, Mohamed Elhoseny, Aboul Ella Hassanien, Thomas Gabel, Arun Kumar Sangaiah

Clust. Comput., 2019

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

Alaa Tharwat, Aboul Ella Hassanien

J. Classif., 2019

Chaotic dragonfly algorithm: an improved metaheuristic algorithm for feature selection.

Gehad Ismail Sayed, Alaa Tharwat, Aboul Ella Hassanien

Appl. Intell., 2019

2018

Optimized superpixel and AdaBoost classifier for human thermal face recognition.

Abdelhameed Ibrahim, Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien

Signal Image Video Process., 2018

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

Mohamed Elhoseny, Alaa Tharwat, Aboul Ella Hassanien

J. Comput. Sci., 2018

Recognizing human activity in mobile crowdsensing environment using optimized <i>k</i>-NN algorithm.

Alaa Tharwat, Hani Mahdi, Mohamed Elhoseny, Aboul Ella Hassanien

Expert Syst. Appl., 2018

Optimizing K-coverage of mobile WSNs.

Mohamed Elhoseny, Alaa Tharwat, Xiaohui Yuan, Aboul Ella Hassanien

Expert Syst. Appl., 2018

Automated toxicity test model based on a bio-inspired technique and AdaBoost classifier.

Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien, Mohamed Elhoseny

Comput. Electr. Eng., 2018

MOGOA algorithm for constrained and unconstrained multi-objective optimization problems.

Alaa Tharwat, Essam H. Houssein, Mohammed M. Ahmed, Aboul Ella Hassanien, Thomas Gabel

Appl. Intell., 2018

Chaotic antlion algorithm for parameter optimization of support vector machine.

Alaa Tharwat, Aboul Ella Hassanien

Appl. Intell., 2018

Communication in Soccer Simulation: On the Use of Wiretapping Opponent Teams.

Thomas Gabel, Philipp Klöppner, Eicke Godehardt, Alaa Tharwat

Proceedings of the RoboCup 2018: Robot World Cup XXII [Montreal, 2018

Personal Identification Based on Mobile-Based Keystroke Dynamics.

Alaa Tharwat, Abdelhameed Ibrahim, Tarek Gaber, Aboul Ella Hassanien

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2018

A Predictive Model for Seminal Quality Using Neutrosophic Rule-Based Classification System.

Sameh H. Basha, Alaa Tharwat, Khaled Ahmed, Aboul Ella Hassanien

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2018

2017

A BA-based algorithm for parameter optimization of Support Vector Machine.

Alaa Tharwat, Aboul Ella Hassanien, Basem E. Elnaghi

Pattern Recognit. Lett., 2017

Classification of toxicity effects of biotransformed hepatic drugs using whale optimized support vector machines.

Alaa Tharwat, Yasmine S. Moemen, Aboul Ella Hassanien

J. Biomed. Informatics, 2017

One-dimensional vs. two-dimensional based features: Plant identification approach.

Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien

J. Appl. Log., 2017

Computational model for vitamin D deficiency using hair mineral analysis.

Aboul Ella Hassanien, Alaa Tharwat, Hala S. Own

Comput. Biol. Chem., 2017

Linear discriminant analysis: A detailed tutorial.

Alaa Tharwat, Tarek Gaber, Abdelhameed Ibrahim, Aboul Ella Hassanien

AI Commun., 2017

Eavesdropping Opponent Agent Communication Using Deep Learning.

Thomas Gabel, Alaa Tharwat, Eicke Godehardt

Proceedings of the Multiagent System Technologies - 15th German Conference, 2017

Combining evolutionary algorithms and case-based reasoning for learning high-quality shooting strategies in AI birds.

Suleyman Gemici, Thomas Gabel, Benjamin Loffler, Alaa Tharwat

Proceedings of the 2017 Evolving and Adaptive Intelligent Systems, 2017

Parameter Optimization of Support Vector Machine Using Dragonfly Algorithm.

Alaa Tharwat, Thomas Gabel, Aboul Ella Hassanien

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2017, 2017

Classification of Toxicity Effects of Biotransformed Hepatic Drugs Using Optimized Support Vector Machine.

Alaa Tharwat, Thomas Gabel, Aboul Ella Hassanien

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics 2017, 2017

2016

Principal component analysis - a tutorial.

Alaa Tharwat

Int. J. Appl. Pattern Recognit., 2016

Linear vs. quadratic discriminant analysis classifier: a tutorial.

Alaa Tharwat

Int. J. Appl. Pattern Recognit., 2016

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

Tarek Gaber, Alaa Tharwat, Aboul Ella Hassanien, Václav Snásel

Comput. Electron. Agric., 2016

A Fully-Automated Zebra Animal Identification Approach Based on SIFT Features.

Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien, Gerald Schaefer, Jeng-Shyang Pan

Proceedings of the Genetic and Evolutionary Computing, 2016

Plant Recommender System Based on Multi-label Classification.

Alaa Tharwat, Hani Mahdi, Aboul Ella Hassanien

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2016

Meta-Heuristic Algorithm Inspired by Grey Wolves for Solving Function Optimization Problems.

Alaa Tharwat, Basem E. Elnaghi, Aboul Ella Hassanien

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2016

Automatically Human Age Estimation Approach via Two-Dimensional Facial Image Analysis.

Alaa Tharwat, Basem E. Elnaghi, Ahmed M. Ghanem, Aboul Ella Hassanien

Proceedings of the International Conference on Advanced Intelligent Systems and Informatics, 2016

2015

Plant Identification: Two Dimensional-Based Vs. One Dimensional-Based Feature Extraction Methods.

Tarek Gaber, Alaa Tharwat, Václav Snásel, Aboul Ella Hassanien

Proceedings of the 10th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2015

Face sketch recognition using local invariant features.

Alaa Tharwat, Hani Mahdi, Adel El-Hennawy, Aboul Ella Hassanien

Proceedings of the 7th International Conference of Soft Computing and Pattern Recognition, 2015

Ear Recognition Using Block-Based Principal Component Analysis and Decision Fusion.

Alaa Tharwat, Abdelhameed Ibrahim, Aboul Ella Hassanien, Gerald Schaefer

Proceedings of the Pattern Recognition and Machine Intelligence, 2015

Human Thermal Face Recognition Based on Random Linear Oracle (RLO) Ensembles.

Tarek Gaber, Alaa Tharwat, Abdelhameed Ibrahim, Václav Snásel, Aboul Ella Hassanien

Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 2015

Muzzle-Based Cattle Identification Using Speed up Robust Feature Approach.

Shaimaa Ahmed El-Said, Tarek Gaber, Alaa Tharwat, Aboul Ella Hassanien, Václav Snásel

Proceedings of the 2015 International Conference on Intelligent Networking and Collaborative Systems, 2015

Improving Enzyme Function Classification Performance Based on Score Fusion Method.

Alaa Tharwat, Mahir M. Sharif, Aboul Ella Hassanien, Hesham A. Hefny

Proceedings of the Hybrid Artificial Intelligent Systems - 10th International Conference, 2015

Automated Enzyme Function Classification Based on Pairwise Sequence Alignment Technique.

Mahir M. Sharif, Alaa Tharwat, Aboul Ella Hassanien, Hesham A. Hefny

Proceedings of the Intelligent Data Analysis and Applications, 2015

Face Sketch Synthesis and Recognition Based on Linear Regression Transformation and Multi-Classifier Technique.

Alaa Tharwat, Hani Mahdi, Adel El-Hennawy, Aboul Ella Hassanien

Proceedings of the 1st International Conference on Advanced Intelligent System and Informatics, 2015

Plants Identification Using Feature Fusion Technique and Bagging Classifier.

Alaa Tharwat, Tarek Gaber, Yasser Mahmoud Awad, Nilanjan Dey, Aboul Ella Hassanien

Proceedings of the 1st International Conference on Advanced Intelligent System and Informatics, 2015

2014

Fruit-Based Tomato Grading System Using Features Fusion and Support Vector Machine.

Noura A. Semary, Alaa Tharwat, Esraa Elhariri, Aboul Ella Hassanien

Proceedings of the Intelligent Systems'2014, 2014

Cattle Identification Using Muzzle Print Images Based on Texture Features Approach.

Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien, Hassan A. Hassanien, Mohamed F. Tolba

Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014

Cattle Identification Based on Muzzle Images Using Gabor Features and SVM Classifier.

Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien

Proceedings of the Advanced Machine Learning Technologies and Applications, 2014

SIFT-Based Arabic Sign Language Recognition System.

Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien, Mohamed K. Shahin, Basma Refaat

Proceedings of the Afro-European Conference for Industrial Advancement, 2014