Extensions to the Ant-Miner Classification Rule Discovery Algorithm. - Khalid M. Salama; Ashraf M. Abdelbar (ANTS Conference, 2010)

Exploring different rule quality evaluation functions in ACO-based classification algorithms. - Khalid M. Salama; Ashraf M. Abdelbar (SWIS, 2011)

Multiple pheromone types and other extensions to the Ant-Miner classification rule discovery algorithm. - Khalid M. Salama; Ashraf M. Abdelbar; Alex Alves Freitas (Swarm Intell., 2011)

ABC-Miner: An Ant-Based Bayesian Classification Algorithm. - Khalid M. Salama; Alex Alves Freitas (ANTS, 2012)

Exploring Different Functions for Heuristics, Discretization, and Rule Quality Evaluation in Ant-Miner. - Khalid M. Salama; Fernando E. B. Otero (ANTS, 2012)

Investigating the impact of various classification quality measures in the predictive accuracy of ABC-Miner. - Khalid M. Salama; Alex Alves Freitas (IEEE Congress on Evolutionary Computation, 2013)

Clustering-based Bayesian Multi-net Classifier construction with Ant Colony Optimization. - Khalid M. Salama; Alex Alves Freitas (IEEE Congress on Evolutionary Computation, 2013)

Using a unified measure function for heuristics, discretization, and rule quality evaluation in Ant-Miner. - Khalid M. Salama; Fernando E. B. Otero (IEEE Congress on Evolutionary Computation, 2013)

ACO-Based Bayesian Network Ensembles for the Hierarchical Classification of Ageing-Related Proteins. - Khalid M. Salama; Alex Alves Freitas (EvoBIO, 2013)

Evaluating the use of different measure functions in the predictive quality of ABC-miner. - Khalid M. Salama; Alex Alves Freitas (GECCO (Companion), 2013)

Extending the ABC-Miner Bayesian Classification Algorithm. - Khalid M. Salama; Alex Alves Freitas (NICSO, 2013)

Utilizing multiple pheromones in an ant-based algorithm for continuous-attribute classification rule discovery. - Khalid M. Salama; Ashraf M. Abdelbar; Fernando E. B. Otero; Alex Alves Freitas (Appl. Soft Comput., 2013)

Learning Bayesian network classifiers using ant colony optimization. - Khalid M. Salama; Alex Alves Freitas (Swarm Intell., 2013)

A Novel Ant Colony Algorithm for Building Neural Network Topologies. - Khalid M. Salama; Ashraf M. Abdelbar (ANTS Conference, 2014)

Exploring the Impact of Different Classification Quality Functions in an ACO Algorithm for Learning Neural Network Structures. - Khalid M. Salama; Ashraf M. Abdelbar (IJCCI (ECTA), 2014)

Learning Multi-tree Classification Models with Ant Colony Optimization. - Khalid M. Salama; Fernando E. B. Otero (IJCCI (ECTA), 2014)

ABC-Miner+: constructing Markov blanket classifiers with ant colony algorithms. - Khalid M. Salama; Alex Alves Freitas (Memetic Comput., 2014)

Classification with cluster-based Bayesian multi-nets using Ant Colony Optimisation. - Khalid M. Salama; Alex Alves Freitas (Swarm Evol. Comput., 2014)

ADR-Miner: An ant-based data reduction algorithm for classification. - Ismail M. Anwar; Khalid M. Salama; Ashraf M. Abdelbar (CEC, 2015)

Instance Selection with Ant Colony Optimization. - Ismail M. Anwar; Khalid M. Salama; Ashraf M. Abdelbar (INNS Conference on Big Data, 2015)

A Gradient-Guided ACO Algorithm for Neural Network Learning. - Ashraf M. Abdelbar; Khalid M. Salama (SSCI, 2015)

Investigating Evaluation Measures in Ant Colony Algorithms for Learning Decision Tree Classifiers. - Khalid M. Salama; Ashraf M. Abdelbar; Fernando E. B. Otero (SSCI, 2015)

Ant colony algorithms for constructing Bayesian multi-net classifiers. - Khalid M. Salama; Alex Alves Freitas (Intell. Data Anal., 2015)

Learning neural network structures with ant colony algorithms. - Khalid M. Salama; Ashraf M. Abdelbar (Swarm Intell., 2015)

Using Ant Colony Optimization to Build Cluster-Based Classification Systems. - Khalid M. Salama; Ashraf M. Abdelbar (ANTS Conference, 2016)

An extension of the ACOR algorithm with time-decaying search width, with application to neural network training. - Ashraf M. Abdelbar; Khalid M. Salama (CEC, 2016)

Ant Colony Optimization applied to the regularization process of a High Order neural Network. - Ashraf M. Abdelbar; Khalid M. Salama (SSCI, 2016)

Data reduction for classification with ant colony algorithms. - Khalid M. Salama; Ashraf M. Abdelbar; Ismail M. Anwar (Intell. Data Anal., 2016)

The effect of the number of ants parameter in the ACOR algorithm: A run-time profiling study. - Ashraf M. Abdelbar; Khalid M. Salama (SSCI, 2017)

A sugeno-based search width decay schedule in the ACOR algorithm. - Ashraf M. Abdelbar; Khalid M. Salama (SSCI, 2017)

Solution recombination in an indicator-based many-objective ant colony optimizer for continuous search spaces. - Ashraf M. Abdelbar; Khalid M. Salama (SSCI, 2017)

Instance-based classification with Ant Colony Optimization. - Khalid M. Salama; Ashraf M. Abdelbar; Ayah M. Helal; Alex Alves Freitas (Intell. Data Anal., 2017)

Learning cluster-based classification systems with ant colony optimization algorithms. - Khalid M. Salama; Ashraf M. Abdelbar (Swarm Intell., 2017)

Does the ACO mathbb _R Algorithm Benefit from the Use of Crossover? - Ashraf M. Abdelbar; Khalid M. Salama (ANTS Conference, 2018)

Matrix Factorization Based Collaborative Filtering With Resilient Stochastic Gradient Descent. - Ashraf M. Abdelbar; Islam El-Nabarawy; Khalid M. Salama; Donald C. Wunsch (IJCNN, 2018)

An Adaptive Recombination-Based Extension of the iMOACOR Algorithm. - Ashraf M. Abdelbar; Khalid M. Salama; Jesús Guillermo Falcón-Cardona; Carlos A. Coello Coello (SSCI, 2018)

Parameter Self-Adaptation in an Ant Colony Algorithm for Continuous Optimization. - Ashraf M. Abdelbar; Khalid M. Salama (IEEE Access, 2019)

Using deep learning to associate human genes with age-related diseases. - Fabio Fabris; Daniel Palmer; Khalid M. Salama; João Pedro de Magalhães; Alex Alves Freitas (Bioinform., 2020)