Alaa Tharwat - RankMe

61 papers C 1Misc 1Journal 31Unranked 25

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Active learning evaluation metrics for classification and regression frameworks. Eng. Appl. Artif. Intell. Alaa Tharwat, Bjarne Jaster, Wolfram Schenck, Martin Kohlhase
2025	J	`jnl`	Active Learning for Handling Missing Data. IEEE Trans. Neural Networks Learn. Syst. Alaa Tharwat, Wolfram Schenck
2025	J	`jnl`	Using Optimization Algorithms for Effective Missing-Data Imputation: A Case Study of Tabular Data Derived from Video Surveillance. Algorithms Mahmoud M. Eid, Kamal ElDahshan, Abdel-Latief H. Abou-Ali, Alaa Tharwat
2024	—	`ed.`	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), Vilnius, Lithuania, September 9th, 2024. IAL@PKDD/ECML Mirko Bunse, Marek Herde, Georg Krempl, Vincent Lemaire, Alaa Tharwat, Minh Tuan Pham, Amal Saadallah
2024	—	`conf`	Tutorial: Interactive Adaptive Learning. IAL@PKDD/ECML Marek Herde, Tuan Pham Minh, Alaa Tharwat, Bernhard Sick
2024	J	`jnl`	Using Methods From Dimensionality Reduction for Active Learning With Low Query Budget. IEEE Trans. Knowl. Data Eng. Alaa Tharwat, Wolfram Schenck
2023	—	`ed.`	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), Torino, Italy, September 22nd, 2023. IAL@PKDD/ECML Mirko Bunse, Barbara Hammer, Georg Krempl, Vincent Lemaire, Alaa Tharwat, Amal Saadallah
2023	—	`conf`	Tutorial: Interactive Adaptive Learning. IAL@PKDD/ECML Mirko Bunse, Georg Krempl, Alaa Tharwat, Amal Saadallah
2021	J	`jnl`	A conceptual and practical comparison of PSO-style optimization algorithms. Expert Syst. Appl. Alaa Tharwat, Wolfram Schenck
2021	J	`jnl`	Population initialization techniques for evolutionary algorithms for single-objective constrained optimization problems: Deterministic vs. stochastic techniques. Swarm Evol. Comput. Alaa Tharwat, Wolfram Schenck
2020	J	`jnl`	Balancing Exploration and Exploitation: A novel active learner for imbalanced data. Knowl. Based Syst. Alaa Tharwat, Wolfram Schenck
2020	J	`jnl`	Behavioral analysis of support vector machine classifier with Gaussian kernel and imbalanced data. CoRR Alaa Tharwat
2020	—	`conf`	How to Label? Combining Experts' Knowledge for German Text Classification. SDS David Pelkmann, Alaa Tharwat, Wolfram Schenck
2020	J	`jnl`	Parameters optimization of support vector machines for imbalanced data using social ski driver algorithm. Neural Comput. Appl. Alaa Tharwat, Thomas Gabel
2020	J	`jnl`	Rough sets and social ski-driver optimization for drug toxicity analysis. Comput. Methods Programs Biomed. Alaa Tharwat, Ashraf Darwish, Aboul Ella Hassanien
2019	J	`jnl`	A Wheelchair Control System Using Human-Machine Interaction: Single-Modal and Multimodal Approaches. J. Intell. Syst. Mohamed K. Shahin, Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien
2019	J	`jnl`	Chaotic dragonfly algorithm: an improved metaheuristic algorithm for feature selection. Appl. Intell. Gehad Ismail Sayed, Alaa Tharwat, Aboul Ella Hassanien
2019	J	`jnl`	Intelligent Bézier curve-based path planning model using Chaotic Particle Swarm Optimization algorithm. Clust. Comput. Alaa Tharwat, Mohamed Elhoseny, Aboul Ella Hassanien, Thomas Gabel, Arun Kumar Sangaiah
2019	J	`jnl`	Neutrosophic rule-based prediction system for toxicity effects assessment of biotransformed hepatic drugs. Expert Syst. Appl. Sameh H. Basha, Alaa Tharwat, Areeg Abdalla, Aboul Ella Hassanien
2019	—	`ch.`	Optimizing Support Vector Machine Parameters Using Bat Optimization Algorithm. Machine Learning Paradigms Alaa Tharwat, Aboul Ella Hassanien
2019	J	`jnl`	Parameter investigation of support vector machine classifier with kernel functions. Knowl. Inf. Syst. Alaa Tharwat
2019	J	`jnl`	Quantum-Behaved Particle Swarm Optimization for Parameter Optimization of Support Vector Machine. J. Classif. Alaa Tharwat, Aboul Ella Hassanien
2018	—	`conf`	A Predictive Model for Seminal Quality Using Neutrosophic Rule-Based Classification System. AISI Sameh H. Basha, Alaa Tharwat, Khaled Ahmed, Aboul Ella Hassanien
2018	J	`jnl`	Automated toxicity test model based on a bio-inspired technique and AdaBoost classifier. Comput. Electr. Eng. Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien, Mohamed Elhoseny
2018	J	`jnl`	Bezier Curve Based Path Planning in a Dynamic Field using Modified Genetic Algorithm. J. Comput. Sci. Mohamed Elhoseny, Alaa Tharwat, Aboul Ella Hassanien
2018	J	`jnl`	Chaotic antlion algorithm for parameter optimization of support vector machine. Appl. Intell. Alaa Tharwat, Aboul Ella Hassanien
2018	C	`conf`	Communication in Soccer Simulation: On the Use of Wiretapping Opponent Teams. RoboCup Thomas Gabel, Philipp Klöppner, Eicke Godehardt, Alaa Tharwat
2018	J	`jnl`	MOGOA algorithm for constrained and unconstrained multi-objective optimization problems. Appl. Intell. Alaa Tharwat, Essam H. Houssein, Mohammed M. Ahmed, Aboul Ella Hassanien, Thomas Gabel
2018	J	`jnl`	Optimized superpixel and AdaBoost classifier for human thermal face recognition. Signal Image Video Process. Abdelhameed Ibrahim, Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien
2018	J	`jnl`	Optimizing K-coverage of mobile WSNs. Expert Syst. Appl. Mohamed Elhoseny, Alaa Tharwat, Xiaohui Yuan, Aboul Ella Hassanien
2018	—	`conf`	Personal Identification Based on Mobile-Based Keystroke Dynamics. AISI Alaa Tharwat, Abdelhameed Ibrahim, Tarek Gaber, Aboul Ella Hassanien
2018	J	`jnl`	Recognizing human activity in mobile crowdsensing environment using optimized Expert Syst. Appl. Alaa Tharwat, Hani Mahdi, Mohamed Elhoseny, Aboul Ella Hassanien
2017	J	`jnl`	A BA-based algorithm for parameter optimization of Support Vector Machine. Pattern Recognit. Lett. Alaa Tharwat, Aboul Ella Hassanien, Basem E. Elnaghi
2017	—	`conf`	Classification of Toxicity Effects of Biotransformed Hepatic Drugs Using Optimized Support Vector Machine. AISI Alaa Tharwat, Thomas Gabel, Aboul Ella Hassanien
2017	J	`jnl`	Classification of toxicity effects of biotransformed hepatic drugs using whale optimized support vector machines. J. Biomed. Informatics Alaa Tharwat, Yasmine S. Moemen, Aboul Ella Hassanien
2017	—	`conf`	Combining evolutionary algorithms and case-based reasoning for learning high-quality shooting strategies in AI birds. EAIS Suleyman Gemici, Thomas Gabel, Benjamin Loffler, Alaa Tharwat
2017	J	`jnl`	Computational model for vitamin D deficiency using hair mineral analysis. Comput. Biol. Chem. Aboul Ella Hassanien, Alaa Tharwat, Hala S. Own
2017	—	`conf`	Eavesdropping Opponent Agent Communication Using Deep Learning. MATES Thomas Gabel, Alaa Tharwat, Eicke Godehardt
2017	J	`jnl`	Linear discriminant analysis: A detailed tutorial. AI Commun. Alaa Tharwat, Tarek Gaber, Abdelhameed Ibrahim, Aboul Ella Hassanien
2017	J	`jnl`	One-dimensional vs. two-dimensional based features: Plant identification approach. J. Appl. Log. Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien
2017	—	`conf`	Parameter Optimization of Support Vector Machine Using Dragonfly Algorithm. AISI Alaa Tharwat, Thomas Gabel, Aboul Ella Hassanien
2016	—	`conf`	A Fully-Automated Zebra Animal Identification Approach Based on SIFT Features. ICGEC Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien, Gerald Schaefer, Jeng-Shyang Pan
2016	—	`conf`	Automatically Human Age Estimation Approach via Two-Dimensional Facial Image Analysis. AISI Alaa Tharwat, Basem E. Elnaghi, Ahmed M. Ghanem, Aboul Ella Hassanien
2016	J	`jnl`	Biometric cattle identification approach based on Weber's Local Descriptor and AdaBoost classifier. Comput. Electron. Agric. Tarek Gaber, Alaa Tharwat, Aboul Ella Hassanien, Václav Snásel
2016	J	`jnl`	Linear vs. quadratic discriminant analysis classifier: a tutorial. Int. J. Appl. Pattern Recognit. Alaa Tharwat
2016	—	`conf`	Meta-Heuristic Algorithm Inspired by Grey Wolves for Solving Function Optimization Problems. AISI Alaa Tharwat, Basem E. Elnaghi, Aboul Ella Hassanien
2016	—	`conf`	Plant Recommender System Based on Multi-label Classification. AISI Alaa Tharwat, Hani Mahdi, Aboul Ella Hassanien
2016	J	`jnl`	Principal component analysis - a tutorial. Int. J. Appl. Pattern Recognit. Alaa Tharwat
2015	—	`conf`	Automated Enzyme Function Classification Based on Pairwise Sequence Alignment Technique. ECC Mahir M. Sharif, Alaa Tharwat, Aboul Ella Hassanien, Hesham A. Hefny
2015	—	`conf`	Ear Recognition Using Block-Based Principal Component Analysis and Decision Fusion. PReMI Alaa Tharwat, Abdelhameed Ibrahim, Aboul Ella Hassanien, Gerald Schaefer
2015	—	`conf`	Face Sketch Synthesis and Recognition Based on Linear Regression Transformation and Multi-Classifier Technique. AISI Alaa Tharwat, Hani Mahdi, Adel El-Hennawy, Aboul Ella Hassanien
2015	—	`conf`	Face sketch recognition using local invariant features. SoCPaR Alaa Tharwat, Hani Mahdi, Adel El-Hennawy, Aboul Ella Hassanien
2015	—	`conf`	Human Thermal Face Recognition Based on Random Linear Oracle (RLO) Ensembles. INCoS Tarek Gaber, Alaa Tharwat, Abdelhameed Ibrahim, Václav Snásel, Aboul Ella Hassanien
2015	Misc	`conf`	Improving Enzyme Function Classification Performance Based on Score Fusion Method. HAIS Alaa Tharwat, Mahir M. Sharif, Aboul Ella Hassanien, Hesham A. Hefny
2015	—	`conf`	Muzzle-Based Cattle Identification Using Speed up Robust Feature Approach. INCoS Shaimaa Ahmed El-Said, Tarek Gaber, Alaa Tharwat, Aboul Ella Hassanien, Václav Snásel
2015	—	`conf`	Plant Identification: Two Dimensional-Based Vs. One Dimensional-Based Feature Extraction Methods. SOCO Tarek Gaber, Alaa Tharwat, Václav Snásel, Aboul Ella Hassanien
2015	—	`conf`	Plants Identification Using Feature Fusion Technique and Bagging Classifier. AISI Alaa Tharwat, Tarek Gaber, Yasser Mahmoud Awad, Nilanjan Dey, Aboul Ella Hassanien
2014	—	`conf`	Cattle Identification Based on Muzzle Images Using Gabor Features and SVM Classifier. AMLTA Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien
2014	—	`conf`	Cattle Identification Using Muzzle Print Images Based on Texture Features Approach. IBICA Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien, Hassan A. Hassanien, Mohamed F. Tolba
2014	—	`conf`	Fruit-Based Tomato Grading System Using Features Fusion and Support Vector Machine. IEEE Conf. on Intelligent Systems (2) Noura A. Semary, Alaa Tharwat, Esraa Elhariri, Aboul Ella Hassanien
2014	—	`conf`	SIFT-Based Arabic Sign Language Recognition System. AECIA Alaa Tharwat, Tarek Gaber, Aboul Ella Hassanien, Mohamed K. Shahin, Basma Refaat