Ashraf M. Abdelbar

81 papers A 1B 23C 2Misc 2Journal 27Unranked 26

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	PSO-Style social influence in an ant colony algorithm for continuous-domain optimization. Memetic Comput. Ashraf M. Abdelbar, Donald C. Wunsch
2025	J	`jnl`	Training neural networks with a self-adaptive ant colony algorithm. Neural Comput. Appl. Ashraf M. Abdelbar, Donald C. Wunsch
2022	—	`conf`	An Extension of the iMOACO$\mathbb {_R}$ Algorithm Based on Layer-Set Selection. ANTS Conference Ashraf M. Abdelbar, Thomas Humphries, Jesús Guillermo Falcón-Cardona, Carlos A. Coello Coello
2019	J	`jnl`	Parameter Self-Adaptation in an Ant Colony Algorithm for Continuous Optimization. IEEE Access Ashraf M. Abdelbar, Khalid M. Salama
2018	—	`conf`	An Adaptive Recombination-Based Extension of the iMOACOR Algorithm. SSCI Ashraf M. Abdelbar, Khalid M. Salama, Jesús Guillermo Falcón-Cardona, Carlos A. Coello Coello
2018	—	`conf`	Does the ACO \mathbb _R Algorithm Benefit from the Use of Crossover? ANTS Conference Ashraf M. Abdelbar, Khalid M. Salama
2018	B	`conf`	Matrix Factorization Based Collaborative Filtering With Resilient Stochastic Gradient Descent. IJCNN Ashraf M. Abdelbar, Islam El-Nabarawy, Khalid M. Salama, Donald C. Wunsch
2017	—	`conf`	A sugeno-based search width decay schedule in the ACOR algorithm. SSCI Ashraf M. Abdelbar, Khalid M. Salama
2017	J	`jnl`	Instance-based classification with Ant Colony Optimization. Intell. Data Anal. Khalid M. Salama, Ashraf M. Abdelbar, Ayah M. Helal, Alex Alves Freitas
2017	—	`conf`	Integrated particle swarm and evolutionary algorithm approaches to the quadratic assignment problem. SSCI Ayah M. Helal, Enas Jawdat, Islam El-Nabarawy, Donald C. Wunsch, Ashraf M. Abdelbar
2017	J	`jnl`	Learning cluster-based classification systems with ant colony optimization algorithms. Swarm Intell. Khalid M. Salama, Ashraf M. Abdelbar
2017	—	`conf`	Solution recombination in an indicator-based many-objective ant colony optimizer for continuous search spaces. SSCI Ashraf M. Abdelbar, Khalid M. Salama
2017	—	`conf`	The effect of the number of ants parameter in the ACOR algorithm: A run-time profiling study. SSCI Ashraf M. Abdelbar, Khalid M. Salama
2016	B	`conf`	An extension of the ACOR algorithm with time-decaying search width, with application to neural network training. CEC Ashraf M. Abdelbar, Khalid M. Salama
2016	—	`conf`	Ant Colony Optimization applied to the regularization process of a High Order neural Network. SSCI Ashraf M. Abdelbar, Khalid M. Salama
2016	B	`conf`	Biclustering ARTMAP collaborative filtering recommender system. IJCNN Islam El-Nabarawy, Donald C. Wunsch II, Ashraf M. Abdelbar
2016	J	`jnl`	Data reduction for classification with ant colony algorithms. Intell. Data Anal. Khalid M. Salama, Ashraf M. Abdelbar, Ismail M. Anwar
2016	—	`conf`	Using Ant Colony Optimization to Build Cluster-Based Classification Systems. ANTS Conference Khalid M. Salama, Ashraf M. Abdelbar
2015	—	`conf`	A Gradient-Guided ACO Algorithm for Neural Network Learning. SSCI Ashraf M. Abdelbar, Khalid M. Salama
2015	B	`conf`	ADR-Miner: An ant-based data reduction algorithm for classification. CEC Ismail M. Anwar, Khalid M. Salama, Ashraf M. Abdelbar
2015	B	`conf`	An improved Particle Swarm Optimization/Tabu search approach to the Quadratic Assignment Problem. CEC Ayah M. Helal, Enas Jawdat, Ashraf M. Abdelbar
2015	—	`conf`	Instance Selection with Ant Colony Optimization. INNS Conference on Big Data Ismail M. Anwar, Khalid M. Salama, Ashraf M. Abdelbar
2015	—	`conf`	Investigating Evaluation Measures in Ant Colony Algorithms for Learning Decision Tree Classifiers. SSCI Khalid M. Salama, Ashraf M. Abdelbar, Fernando E. B. Otero
2015	J	`jnl`	Learning neural network structures with ant colony algorithms. Swarm Intell. Khalid M. Salama, Ashraf M. Abdelbar
2014	—	`conf`	A Novel Ant Colony Algorithm for Building Neural Network Topologies. ANTS Conference Khalid M. Salama, Ashraf M. Abdelbar
2014	J	`jnl`	A bare-bones ant colony optimization algorithm that performs competitively on the sequential ordering problem. Memetic Comput. Ahmed Ezzat, Ashraf M. Abdelbar, Donald C. Wunsch II
2014	J	`jnl`	Advanced learning methods and exponent regularization applied to a high order neural network. Neural Comput. Appl. Islam El-Nabarawy, Ashraf M. Abdelbar
2014	—	`conf`	An extended EigenAnt colony system applied to the sequential ordering problem. SIS Ahmed Ezzat, Ashraf M. Abdelbar, Donald C. Wunsch II
2014	—	`conf`	Exploring the Impact of Different Classification Quality Functions in an ACO Algorithm for Learning Neural Network Structures. IJCCI (ECTA) Khalid M. Salama, Ashraf M. Abdelbar
2014	J	`jnl`	Incorporating domain-specific heuristics in a particle swarm optimization approach to the quadratic assignment problem. Memetic Comput. Ayah M. Helal, Ashraf M. Abdelbar
2013	B	`conf`	A less exploitative variation of the Enhanced Ant Colony System applied to SOP. IEEE Congress on Evolutionary Computation Ahmed Ezzat, Ashraf M. Abdelbar
2013	B	`conf`	Levenberg-Marquardt and Conjugate Gradient methods applied to a high-order neural network. IJCNN Islam El-Nabarawy, Ashraf M. Abdelbar, Donald C. Wunsch
2013	J	`jnl`	Search Context Awareness in Several Ant Colony Optimization Models. Int. J. Comput. Their Appl. Ashraf M. Abdelbar, Donald C. Wunsch II
2013	J	`jnl`	Utilizing multiple pheromones in an ant-based algorithm for continuous-attribute classification rule discovery. Appl. Soft Comput. Khalid M. Salama, Ashraf M. Abdelbar, Fernando E. B. Otero, Alex Alves Freitas
2012	J	`jnl`	Alpha-Beta Pruning and Althöfer's Pathology-Free Negamax Algorithm. Algorithms Ashraf M. Abdelbar
2012	—	`conf`	Improving the performance of MAX-MIN ant system on the TSP using stubborn ants. GECCO (Companion) Ashraf M. Abdelbar, Donald C. Wunsch
2012	A	`conf`	Is there a computational advantage to representing evaporation rate in ant colony optimization as a gaussian random variable? GECCO Ashraf M. Abdelbar
2012	—	`conf`	Promoting Search Diversity in Ant Colony Optimization with Stubborn Ants. Complex Adaptive Systems Ashraf M. Abdelbar, Donald C. Wunsch II
2011	—	`conf`	Exploring different rule quality evaluation functions in ACO-based classification algorithms. SWIS Khalid M. Salama, Ashraf M. Abdelbar
2011	J	`jnl`	Multiple pheromone types and other extensions to the Ant-Miner classification rule discovery algorithm. Swarm Intell. Khalid M. Salama, Ashraf M. Abdelbar, Alex Alves Freitas
2010	—	`conf`	Extensions to the Ant-Miner Classification Rule Discovery Algorithm. ANTS Conference Khalid M. Salama, Ashraf M. Abdelbar
2009	—	`conf`	Incorporating swarm behavior into the adaptation mechanism of an order-driven artificial financial market. SIS Ashraf M. Abdelbar, Eskandar Tooma, Sherif Ragab
2008	—	`conf`	Stubborn ants. SIS Ashraf M. Abdelbar
2007	Misc	`conf`	A Self-Adaptive Evolutionary Algorithm Applied to Bayesian Networks. CATA Ashraf M. Abdelbar, Manar Ibrahim Hosny
2007	B	`conf`	An Evolutionary Optimization Approach to Cost-Based Abduction, with Comparison to PSO. IJCNN Shawn T. Chivers, Gene A. Tagliarini, Ashraf M. Abdelbar
2007	—	`conf`	Finding Least Cost Proofs Using a Hierarchical PSO. SIS Shawn T. Chivers, Gene A. Tagliarini, Ashraf M. Abdelbar
2007	B	`conf`	Gaussian Versus Cauchy Membership Functions in Fuzzy PSO. IJCNN Ashraf M. Abdelbar, Suzan Abdelshahid, Donald C. Wunsch II
2006	J	`jnl`	Exploring the fitness landscape and the run-time behaviour of an iterated local search algorithm for cost-based abduction. J. Exp. Theor. Artif. Intell. Ashraf M. Abdelbar, Sarah H. Gheita, Heba A. Amer
2006	J	`jnl`	Receptive field optimization for ensemble encoding. Neural Comput. Appl. Ashraf M. Abdelbar, Deena Hassan, Gene A. Tagliarini, Sridhar Narayan
2005	J	`jnl`	An efficient LP-based admissible heuristic for cost-based abduction. J. Exp. Theor. Artif. Intell. Ashraf M. Abdelbar, Mohamed Hefny
2005	B	`conf`	An evolved Seega player capable of strong novice-level play. IJCNN Ashraf M. Abdelbar, Ossama Soliman, Sherif Kinawy, Hisham Sayed
2005	B	`conf`	Experimental evaluation of a hybrid method for configuring ensemble encoding receptors. IJCNN Ashraf M. Abdelbar, Deena Hassan, Gene A. Tagliarini, Sridhar Narayan
2005	J	`jnl`	Finding MAPs for Large Belief Networks Using Evolutionary Computation. Int. J. Comput. Their Appl. Ashraf M. Abdelbar, Sahar Attia
2005	B	`conf`	Fuzzy PSO: a generalization of particle swarm optimization. IJCNN Ashraf M. Abdelbar, Suzan Abdelshahid, Donald C. Wunsch II
2005	C	`conf`	Mapping faults to failures in SQL manipulation commands. AICCSA Ashraf M. Abdelbar, Plínio Roberto Souza Vilela, Mário Jino
2005	B	`conf`	Negative reinforcement and backtrack-points for recurrent neural networks for cost-based abduction. IJCNN Ashraf M. Abdelbar, Mostafa A. El-Hemaly, Emad A. M. Andrews, Donald C. Wunsch II
2005	J	`jnl`	Recurrent neural networks with backtrack-points and negative reinforcement applied to cost-based abduction. Neural Networks Ashraf M. Abdelbar, Mostafa A. El-Hemaly, Emad A. M. Andrews, Donald C. Wunsch II
2005	C	`conf`	Towards an improved twin-page method for rapid transaction undo recovery. AICCSA Ashraf M. Abdelbar
2004	J	`jnl`	Approximating cost-based abduction is NP-hard . Artif. Intell. Ashraf M. Abdelbar
2004	B	`conf`	Co-evolutionary particle swarm optimization applied to the 7×7 Seega game. IJCNN Ashraf M. Abdelbar, Sherif Ragab, Sara Mitri
2004	—	`conf`	Effective Stock Market Prediction with Neural Networks Optimized by Population-Oriented Simulated Annealing. IASSE M. Mohy Mahmoud, Ashraf M. Abdelbar, Maha Bali, Mohamed El Hagry
2004	B	`conf`	Instinct-based PSO with local search applied to satisfiability. IJCNN Ashraf M. Abdelbar, Suzan Abdelshahid
2003	B	`conf`	A k-elitist max-min ant system approach to cost-based abduction. IEEE Congress on Evolutionary Computation Ashraf M. Abdelbar, M. Mokhtar
2003	J	`jnl`	Abductive reasoning with recurrent neural networks. Neural Networks Ashraf M. Abdelbar, Emad A. M. Andrews, Donald C. Wunsch II
2003	B	`conf`	Applying Guided Evolutionary Simulated Annealing to cost-based abduction. IJCNN Ashraf M. Abdelbar, Heba A. Amer
2003	B	`conf`	Finding least cost proofs using high order recurrent networks. IJCNN Ashraf M. Abdelbar, Emad A. M. Andrews, Gene A. Tagliarini
2003	B	`conf`	Swarm optimization with instinct-driven particles. IEEE Congress on Evolutionary Computation Ashraf M. Abdelbar, Suzan Abdelshahid
2003	B	`conf`	Three heuristics for receptive field optimization for ensemble encoding. IJCNN Ashraf M. Abdelbar, Deena Hassan, Gene A. Taglianni, Sridhar Narayan
2002	J	`jnl`	A hybridization of Bayesian and neural learning. Neurocomputing Ashraf M. Abdelbar, Sahar Attia, Gene A. Tagliarini
2001	Misc	`conf`	A Hybrid Annealing-Neural Approach to Knowledge Discovery in Databases. IRI Ashraf M. Abdelbar, Awad H. Khalil, Emad A. M. Andrews
2000	J	`jnl`	The complexity of approximating MAPs for belief networks with bounded probabilities. Artif. Intell. Ashraf M. Abdelbar, Stephen T. Hedetniemi, Sandra Mitchell Hedetniemi
1999	B	`conf`	A linear constraint satisfaction approach to Bayesian networks. IJCNN Ashraf M. Abdelbar
1999	B	`conf`	Recurrent high-order networks for probabilistic explanation. IJCNN Ashraf M. Abdelbar, Murad Assaggaf
1999	B	`conf`	Using simulated annealing to optimize receptive fields for MLP networks with ensemble encoding. IJCNN Ashraf M. Abdelbar, Sridhar Narayan
1998	—	`conf`	A Mahalanobis Distance Error Measure for Backpropagation Neural Networks. NC Amr Goneid, Ibrahim Farag, Ashraf M. Abdelbar, Abear Kamel
1998	J	`jnl`	Achieving superior generalisation with a high order neural network. Neural Comput. Appl. Ashraf M. Abdelbar
1998	J	`jnl`	An Algorithm for Finding MAPs for Belief Networks Through Cost-Based Abduction. Artif. Intell. Ashraf M. Abdelbar
1998	J	`jnl`	Approximating MAPs for Belief Networks is NP-Hard and Other Theorems. Artif. Intell. Ashraf M. Abdelbar, Sandra Mitchell Hedetniemi
1998	J	`jnl`	Using neural network learning in an Othello evaluation function. J. Exp. Theor. Artif. Intell. Ashraf M. Abdelbar, Gene A. Tagliarini
1997	—	`conf`	A parallel hybrid genetic algorithm simulated annealing approach to finding most probable explanations on Bayesian belief networks. ICNN Ashraf M. Abdelbar, Sandra Mitchell Hedetniemi
1996	—	`conf`	HONEST: a new high order feedforward neural network. ICNN Ashraf M. Abdelbar, Gene A. Tagliarini