SIFT-Based Arabic Sign Language Recognition System. - Alaa Tharwat; Tarek Gaber; Aboul Ella Hassanien; Mohamed K. Shahin; Basma Refaat (AECIA, 2014)

Cattle Identification Based on Muzzle Images Using Gabor Features and SVM Classifier. - Alaa Tharwat; Tarek Gaber; Aboul Ella Hassanien (AMLTA, 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 001 (IBICA, 2014)

Fruit-Based Tomato Grading System Using Features Fusion and Support Vector Machine. - Noura A. Semary; Alaa Tharwat; Esraa Elhariri; Aboul Ella Hassanien (IEEE Conf. on Intelligent Systems (2), 2014)

Plants Identification Using Feature Fusion Technique and Bagging Classifier. - Alaa Tharwat; Tarek Gaber; Yasser Mahmoud Awad; Nilanjan Dey; Aboul Ella Hassanien (AISI, 2015)

Face Sketch Synthesis and Recognition Based on Linear Regression Transformation and Multi-Classifier Technique. - Alaa Tharwat; Hani Mahdi 001; Adel El-Hennawy; Aboul Ella Hassanien (AISI, 2015)

Automated Enzyme Function Classification Based on Pairwise Sequence Alignment Technique. - Mahir M. Sharif; Alaa Tharwat; Aboul Ella Hassanien; Hesham A. Hefny (ECC, 2015)

Improving Enzyme Function Classification Performance Based on Score Fusion Method. - Alaa Tharwat; Mahir M. Sharif; Aboul Ella Hassanien; Hesham A. Hefny (HAIS, 2015)

Muzzle-Based Cattle Identification Using Speed up Robust Feature Approach. - Shaimaa Ahmed El-Said; Tarek Gaber; Alaa Tharwat; Aboul Ella Hassanien; Václav Snásel (INCoS, 2015)

Human Thermal Face Recognition Based on Random Linear Oracle (RLO) Ensembles. - Tarek Gaber; Alaa Tharwat; Abdelhameed Ibrahim; Václav Snásel; Aboul Ella Hassanien (INCoS, 2015)

Ear Recognition Using Block-Based Principal Component Analysis and Decision Fusion. - Alaa Tharwat; Abdelhameed Ibrahim; Aboul Ella Hassanien; Gerald Schaefer (PReMI, 2015)

Face sketch recognition using local invariant features. - Alaa Tharwat; Hani Mahdi 001; Adel El-Hennawy; Aboul Ella Hassanien (SoCPaR, 2015)

Plant Identification: Two Dimensional-Based Vs. One Dimensional-Based Feature Extraction Methods. - Tarek Gaber; Alaa Tharwat; Václav Snásel; Aboul Ella Hassanien (SOCO, 2015)

Automatically Human Age Estimation Approach via Two-Dimensional Facial Image Analysis. - Alaa Tharwat; Basem E. Elnaghi; Ahmed M. Ghanem; Aboul Ella Hassanien (AISI, 2016)

Meta-Heuristic Algorithm Inspired by Grey Wolves for Solving Function Optimization Problems. - Alaa Tharwat; Basem E. Elnaghi; Aboul Ella Hassanien (AISI, 2016)

Plant Recommender System Based on Multi-label Classification. - Alaa Tharwat; Hani Mahdi 001; Aboul Ella Hassanien (AISI, 2016)

A Fully-Automated Zebra Animal Identification Approach Based on SIFT Features. - Alaa Tharwat; Tarek Gaber; Aboul Ella Hassanien; Gerald Schaefer; Jeng-Shyang Pan 001 (ICGEC, 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)

Linear vs. quadratic discriminant analysis classifier: a tutorial. - Alaa Tharwat (Int. J. Appl. Pattern Recognit., 2016)

Principal component analysis - a tutorial. - Alaa Tharwat (Int. J. Appl. Pattern Recognit., 2016)

Classification of Toxicity Effects of Biotransformed Hepatic Drugs Using Optimized Support Vector Machine. - Alaa Tharwat; Thomas Gabel; Aboul Ella Hassanien (AISI, 2017)

Parameter Optimization of Support Vector Machine Using Dragonfly Algorithm. - Alaa Tharwat; Thomas Gabel; Aboul Ella Hassanien (AISI, 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 (EAIS, 2017)

Eavesdropping Opponent Agent Communication Using Deep Learning. - Thomas Gabel; Alaa Tharwat; Eicke Godehardt (MATES, 2017)

Linear discriminant analysis: A detailed tutorial. - Alaa Tharwat; Tarek Gaber; Abdelhameed Ibrahim; Aboul Ella Hassanien (AI Commun., 2017)

Computational model for vitamin D deficiency using hair mineral analysis. - Aboul Ella Hassanien; Alaa Tharwat; Hala S. Own (Comput. Biol. Chem., 2017)

One-dimensional vs. two-dimensional based features: Plant identification approach. - Alaa Tharwat; Tarek Gaber; Aboul Ella Hassanien (J. Appl. Log., 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)

A BA-based algorithm for parameter optimization of Support Vector Machine. - Alaa Tharwat; Aboul Ella Hassanien; Basem E. Elnaghi (Pattern Recognit. Lett., 2017)

A Predictive Model for Seminal Quality Using Neutrosophic Rule-Based Classification System. - Sameh H. Basha; Alaa Tharwat; Khaled Ahmed 001; Aboul Ella Hassanien (AISI, 2018)

Personal Identification Based on Mobile-Based Keystroke Dynamics. - Alaa Tharwat; Abdelhameed Ibrahim; Tarek Gaber; Aboul Ella Hassanien (AISI, 2018)

Communication in Soccer Simulation: On the Use of Wiretapping Opponent Teams. - Thomas Gabel; Philipp Klöppner; Eicke Godehardt; Alaa Tharwat (RoboCup, 2018)

Chaotic antlion algorithm for parameter optimization of support vector machine. - Alaa Tharwat; Aboul Ella Hassanien (Appl. Intell., 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)

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)

Optimizing K-coverage of mobile WSNs. - Mohamed Elhoseny; Alaa Tharwat; Xiaohui Yuan 001; Aboul Ella Hassanien (Expert Syst. Appl., 2018)

Recognizing human activity in mobile crowdsensing environment using optimized k-NN algorithm. - Alaa Tharwat; Hani Mahdi 001; Mohamed Elhoseny; Aboul Ella Hassanien (Expert Syst. Appl., 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)

Optimized superpixel and AdaBoost classifier for human thermal face recognition. - Abdelhameed Ibrahim; Alaa Tharwat; Tarek Gaber; Aboul Ella Hassanien (Signal Image Video Process., 2018)

Chaotic dragonfly algorithm: an improved metaheuristic algorithm for feature selection. - Gehad Ismail Sayed; Alaa Tharwat; Aboul Ella Hassanien (Appl. Intell., 2019)

Quantum-Behaved Particle Swarm Optimization for Parameter Optimization of Support Vector Machine. - Alaa Tharwat; Aboul Ella Hassanien (J. Classif., 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)

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)

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)

Parameter investigation of support vector machine classifier with kernel functions. - Alaa Tharwat (Knowl. Inf. Syst., 2019)

Optimizing Support Vector Machine Parameters Using Bat Optimization Algorithm. - Alaa Tharwat; Aboul Ella Hassanien (Machine Learning Paradigms, 2019)

How to Label? Combining Experts' Knowledge for German Text Classification. - David Pelkmann; Alaa Tharwat; Wolfram Schenck (SDS, 2020)

Rough sets and social ski-driver optimization for drug toxicity analysis. - Alaa Tharwat; Ashraf Darwish; Aboul Ella Hassanien (Comput. Methods Programs Biomed., 2020)

Behavioral analysis of support vector machine classifier with Gaussian kernel and imbalanced data. - Alaa Tharwat (CoRR, 2020)

Balancing Exploration and Exploitation: A novel active learner for imbalanced data. - Alaa Tharwat; Wolfram Schenck (Knowl. Based Syst., 2020)

Parameters optimization of support vector machines for imbalanced data using social ski driver algorithm. - Alaa Tharwat; Thomas Gabel (Neural Comput. Appl., 2020)

A conceptual and practical comparison of PSO-style optimization algorithms. - Alaa Tharwat; Wolfram Schenck (Expert Syst. Appl., 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)

Tutorial: Interactive Adaptive Learning. - Mirko Bunse; Georg Krempl; Alaa Tharwat; Amal Saadallah (IAL@PKDD/ECML, 2023)

Tutorial: Interactive Adaptive Learning. - Marek Herde; Tuan Pham Minh; Alaa Tharwat; Bernhard Sick (IAL@PKDD/ECML, 2024)

Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget. - Alaa Tharwat; Wolfram Schenck (IEEE Trans. Knowl. Data Eng., 2024)

Active Learning for Handling Missing Data. - Alaa Tharwat; Wolfram Schenck (IEEE Trans. Neural Networks Learn. Syst., 2025)