Alaa Tharwat

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 40

Top Topics

Adaboost Classifier

Parameter Optimization

Support Vector Machine

Top Venues

Expert Syst. Appl.

Publications

Mirko Bunse, Georg Krempl, Alaa Tharwat, Amal Saadallah
Tutorial: Interactive Adaptive Learning. IAL@PKDD/ECML (2023)
Alaa Tharwat, Wolfram Schenck
A conceptual and practical comparison of PSO-style optimization algorithms. Expert Syst. Appl. 167 (2021)
Alaa Tharwat, Wolfram Schenck
Population initialization techniques for evolutionary algorithms for single-objective constrained optimization problems: Deterministic vs. stochastic techniques. Swarm Evol. Comput. 67 (2021)
Alaa Tharwat, Thomas Gabel
Parameters optimization of support vector machines for imbalanced data using social ski driver algorithm. Neural Comput. Appl. 32 (11) (2020)
Alaa Tharwat, Wolfram Schenck
Balancing Exploration and Exploitation: A novel active learner for imbalanced data. Knowl. Based Syst. 210 (2020)
Alaa Tharwat
Behavioral analysis of support vector machine classifier with Gaussian kernel and imbalanced data. CoRR (2020)
David Pelkmann, Alaa Tharwat, Wolfram Schenck
How to Label? Combining Experts' Knowledge for German Text Classification. SDS (2020)
Alaa Tharwat, Ashraf Darwish, Aboul Ella Hassanien
Rough sets and social ski-driver optimization for drug toxicity analysis. Comput. Methods Programs Biomed. 197 (2020)
Alaa Tharwat, Mohamed Elhoseny, Aboul Ella Hassanien, Thomas Gabel, Arun Kumar Sangaiah
Intelligent Bézier curve-based path planning model using Chaotic Particle Swarm Optimization algorithm. Clust. Comput. 22 (Supplement) (2019)
Sameh H. Basha, Alaa Tharwat, Areeg Abdalla, Aboul Ella Hassanien
Neutrosophic rule-based prediction system for toxicity effects assessment of biotransformed hepatic drugs. Expert Syst. Appl. 121 (2019)
Alaa Tharwat, Aboul Ella Hassanien
Quantum-Behaved Particle Swarm Optimization for Parameter Optimization of Support Vector Machine. J. Classif. 36 (3) (2019)
Alaa Tharwat
Parameter investigation of support vector machine classifier with kernel functions. Knowl. Inf. Syst. 61 (3) (2019)
Gehad Ismail Sayed, Alaa Tharwat, Aboul Ella Hassanien
Chaotic dragonfly algorithm: an improved metaheuristic algorithm for feature selection. Appl. Intell. 49 (1) (2019)
Mohamed K. Shahin, Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien
A Wheelchair Control System Using Human-Machine Interaction: Single-Modal and Multimodal Approaches. J. Intell. Syst. 28 (1) (2019)
Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien, Mohamed Elhoseny
Automated toxicity test model based on a bio-inspired technique and AdaBoost classifier. Comput. Electr. Eng. 71 (2018)
Thomas Gabel, Philipp Klöppner, Eicke Godehardt, Alaa Tharwat
Communication in Soccer Simulation: On the Use of Wiretapping Opponent Teams. RoboCup (2018)
Sameh H. Basha, Alaa Tharwat, Khaled Ahmed, Aboul Ella Hassanien
A Predictive Model for Seminal Quality Using Neutrosophic Rule-Based Classification System. AISI (2018)
Alaa Tharwat, Abdelhameed Ibrahim, Tarek Gaber, Aboul Ella Hassanien
Personal Identification Based on Mobile-Based Keystroke Dynamics. AISI (2018)
Alaa Tharwat, Aboul Ella Hassanien
Chaotic antlion algorithm for parameter optimization of support vector machine. Appl. Intell. 48 (3) (2018)
Abdelhameed Ibrahim, Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien
Optimized superpixel and AdaBoost classifier for human thermal face recognition. Signal Image Video Process. 12 (4) (2018)
Mohamed Elhoseny, Alaa Tharwat, Xiaohui Yuan, Aboul Ella Hassanien
Optimizing K-coverage of mobile WSNs. Expert Syst. Appl. 92 (2018)
Alaa Tharwat, Hani Mahdi, Mohamed Elhoseny, Aboul Ella Hassanien
-NN algorithm. Expert Syst. Appl. 107 (2018)
Alaa Tharwat, Essam H. Houssein, Mohammed M. Ahmed, Aboul Ella Hassanien, Thomas Gabel
MOGOA algorithm for constrained and unconstrained multi-objective optimization problems. Appl. Intell. 48 (8) (2018)
Mohamed Elhoseny, Alaa Tharwat, Aboul Ella Hassanien
Bezier Curve Based Path Planning in a Dynamic Field using Modified Genetic Algorithm. J. Comput. Sci. 25 (2018)
Alaa Tharwat, Tarek Gaber, Abdelhameed Ibrahim, Aboul Ella Hassanien
Linear discriminant analysis: A detailed tutorial. AI Commun. 30 (2) (2017)
Alaa Tharwat, Yasmine S. Moemen, Aboul Ella Hassanien
Classification of toxicity effects of biotransformed hepatic drugs using whale optimized support vector machines. J. Biomed. Informatics 68 (2017)
Alaa Tharwat, Thomas Gabel, Aboul Ella Hassanien
Parameter Optimization of Support Vector Machine Using Dragonfly Algorithm. AISI (2017)
Alaa Tharwat, Thomas Gabel, Aboul Ella Hassanien
Classification of Toxicity Effects of Biotransformed Hepatic Drugs Using Optimized Support Vector Machine. AISI (2017)
Thomas Gabel, Alaa Tharwat, Eicke Godehardt
Eavesdropping Opponent Agent Communication Using Deep Learning. MATES (2017)
Suleyman Gemici, Thomas Gabel, Benjamin Loffler, Alaa Tharwat
Combining evolutionary algorithms and case-based reasoning for learning high-quality shooting strategies in AI birds. EAIS (2017)
Aboul Ella Hassanien, Alaa Tharwat, Hala S. Own
Computational model for vitamin D deficiency using hair mineral analysis. Comput. Biol. Chem. 70 (2017)
Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien
One-dimensional vs. two-dimensional based features: Plant identification approach. J. Appl. Log. 24 (2017)
Alaa Tharwat, Aboul Ella Hassanien, Basem E. Elnaghi
A BA-based algorithm for parameter optimization of Support Vector Machine. Pattern Recognit. Lett. 93 (2017)
Tarek Gaber, Alaa Tharwat, Aboul Ella Hassanien, Václav Snásel
Biometric cattle identification approach based on Weber's Local Descriptor and AdaBoost classifier. Comput. Electron. Agric. 122 (2016)
Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien, Gerald Schaefer, Jeng-Shyang Pan
A Fully-Automated Zebra Animal Identification Approach Based on SIFT Features. ICGEC (2016)
Alaa Tharwat, Hani Mahdi, Aboul Ella Hassanien
Plant Recommender System Based on Multi-label Classification. AISI (2016)
Alaa Tharwat, Basem E. Elnaghi, Aboul Ella Hassanien
Meta-Heuristic Algorithm Inspired by Grey Wolves for Solving Function Optimization Problems. AISI (2016)
Alaa Tharwat, Basem E. Elnaghi, Ahmed M. Ghanem, Aboul Ella Hassanien
Automatically Human Age Estimation Approach via Two-Dimensional Facial Image Analysis. AISI (2016)
Alaa Tharwat
Linear vs. quadratic discriminant analysis classifier: a tutorial. Int. J. Appl. Pattern Recognit. 3 (2) (2016)
Alaa Tharwat
Principal component analysis - a tutorial. Int. J. Appl. Pattern Recognit. 3 (3) (2016)
Alaa Tharwat, Tarek Gaber, Yasser Mahmoud Awad, Nilanjan Dey, Aboul Ella Hassanien
Plants Identification Using Feature Fusion Technique and Bagging Classifier. AISI (2015)
Shaimaa Ahmed El-Said, Tarek Gaber, Alaa Tharwat, Aboul Ella Hassanien, Václav Snásel
Muzzle-Based Cattle Identification Using Speed up Robust Feature Approach. INCoS (2015)
Alaa Tharwat, Abdelhameed Ibrahim, Aboul Ella Hassanien, Gerald Schaefer
Ear Recognition Using Block-Based Principal Component Analysis and Decision Fusion. PReMI (2015)
Mahir M. Sharif, Alaa Tharwat, Aboul Ella Hassanien, Hesham A. Hefny
Automated Enzyme Function Classification Based on Pairwise Sequence Alignment Technique. ECC (2015)
Tarek Gaber, Alaa Tharwat, Václav Snásel, Aboul Ella Hassanien
Plant Identification: Two Dimensional-Based Vs. One Dimensional-Based Feature Extraction Methods. SOCO (2015)
Alaa Tharwat, Mahir M. Sharif, Aboul Ella Hassanien, Hesham A. Hefny
Improving Enzyme Function Classification Performance Based on Score Fusion Method. HAIS (2015)
Tarek Gaber, Alaa Tharwat, Abdelhameed Ibrahim, Václav Snásel, Aboul Ella Hassanien
Human Thermal Face Recognition Based on Random Linear Oracle (RLO) Ensembles. INCoS (2015)
Alaa Tharwat, Hani Mahdi, Adel El-Hennawy, Aboul Ella Hassanien
Face sketch recognition using local invariant features. SoCPaR (2015)
Alaa Tharwat, Hani Mahdi, Adel El-Hennawy, Aboul Ella Hassanien
Face Sketch Synthesis and Recognition Based on Linear Regression Transformation and Multi-Classifier Technique. AISI (2015)
Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien
Cattle Identification Based on Muzzle Images Using Gabor Features and SVM Classifier. AMLTA (2014)
Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien, Mohamed K. Shahin, Basma Refaat
SIFT-Based Arabic Sign Language Recognition System. AECIA (2014)
Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien, Hassan A. Hassanien, Mohamed F. Tolba
Cattle Identification Using Muzzle Print Images Based on Texture Features Approach. IBICA (2014)
Noura A. Semary, Alaa Tharwat, Esraa Elhariri, Aboul Ella Hassanien
Fruit-Based Tomato Grading System Using Features Fusion and Support Vector Machine. IEEE Conf. on Intelligent Systems (2) (2014)