Khalid M. Salama

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 20

Top Topics

Quality Evaluation

Top Venues

Intell. Data Anal.

IEEE Congress on Evolutionary Computation

Publications

Fabio Fabris, Daniel Palmer, Khalid M. Salama, João Pedro de Magalhães, Alex Alves Freitas
Using deep learning to associate human genes with age-related diseases. Bioinform. 36 (7) (2020)
Ashraf M. Abdelbar, Khalid M. Salama
Parameter Self-Adaptation in an Ant Colony Algorithm for Continuous Optimization. IEEE Access 7 (2019)
Ashraf M. Abdelbar, Khalid M. Salama
Does the ACO \mathbb _R Algorithm Benefit from the Use of Crossover? ANTS Conference (2018)
Ashraf M. Abdelbar, Khalid M. Salama, Jesús Guillermo Falcón-Cardona, Carlos A. Coello Coello
An Adaptive Recombination-Based Extension of the iMOACOR Algorithm. SSCI (2018)
Ashraf M. Abdelbar, Islam El-Nabarawy, Khalid M. Salama, Donald C. Wunsch
Matrix Factorization Based Collaborative Filtering With Resilient Stochastic Gradient Descent. IJCNN (2018)
Khalid M. Salama, Ashraf M. Abdelbar, Ayah M. Helal, Alex Alves Freitas
Instance-based classification with Ant Colony Optimization. Intell. Data Anal. 21 (4) (2017)
Ashraf M. Abdelbar, Khalid M. Salama
The effect of the number of ants parameter in the ACOR algorithm: A run-time profiling study. SSCI (2017)
Ashraf M. Abdelbar, Khalid M. Salama
A sugeno-based search width decay schedule in the ACOR algorithm. SSCI (2017)
Khalid M. Salama, Ashraf M. Abdelbar
Learning cluster-based classification systems with ant colony optimization algorithms. Swarm Intell. 11 (3-4) (2017)
Ashraf M. Abdelbar, Khalid M. Salama
Solution recombination in an indicator-based many-objective ant colony optimizer for continuous search spaces. SSCI (2017)
Khalid M. Salama, Ashraf M. Abdelbar
Using Ant Colony Optimization to Build Cluster-Based Classification Systems. ANTS Conference (2016)
Ashraf M. Abdelbar, Khalid M. Salama
Ant Colony Optimization applied to the regularization process of a High Order neural Network. SSCI (2016)
Khalid M. Salama, Ashraf M. Abdelbar, Ismail M. Anwar
Data reduction for classification with ant colony algorithms. Intell. Data Anal. 20 (5) (2016)
Ashraf M. Abdelbar, Khalid M. Salama
An extension of the ACOR algorithm with time-decaying search width, with application to neural network training. CEC (2016)
Khalid M. Salama, Ashraf M. Abdelbar
Learning neural network structures with ant colony algorithms. Swarm Intell. 9 (4) (2015)
Ismail M. Anwar, Khalid M. Salama, Ashraf M. Abdelbar
ADR-Miner: An ant-based data reduction algorithm for classification. CEC (2015)
Khalid M. Salama, Ashraf M. Abdelbar, Fernando E. B. Otero
Investigating Evaluation Measures in Ant Colony Algorithms for Learning Decision Tree Classifiers. SSCI (2015)
Khalid M. Salama, Alex Alves Freitas
Ant colony algorithms for constructing Bayesian multi-net classifiers. Intell. Data Anal. 19 (2) (2015)
Ashraf M. Abdelbar, Khalid M. Salama
A Gradient-Guided ACO Algorithm for Neural Network Learning. SSCI (2015)
Ismail M. Anwar, Khalid M. Salama, Ashraf M. Abdelbar
Instance Selection with Ant Colony Optimization. INNS Conference on Big Data (2015)
Khalid M. Salama, Ashraf M. Abdelbar
Exploring the Impact of Different Classification Quality Functions in an ACO Algorithm for Learning Neural Network Structures. IJCCI (ECTA) (2014)
Khalid M. Salama, Alex Alves Freitas
Classification with cluster-based Bayesian multi-nets using Ant Colony Optimisation. Swarm Evol. Comput. 18 (2014)
Khalid M. Salama, Ashraf M. Abdelbar
A Novel Ant Colony Algorithm for Building Neural Network Topologies. ANTS Conference (2014)
Khalid M. Salama, Alex Alves Freitas
ABC-Miner+: constructing Markov blanket classifiers with ant colony algorithms. Memetic Comput. 6 (3) (2014)
Khalid M. Salama, Fernando E. B. Otero
Learning Multi-tree Classification Models with Ant Colony Optimization. IJCCI (ECTA) (2014)
Khalid M. Salama, Alex Alves Freitas
Extending the ABC-Miner Bayesian Classification Algorithm. NICSO (2013)
Khalid M. Salama, Alex Alves Freitas
ACO-Based Bayesian Network Ensembles for the Hierarchical Classification of Ageing-Related Proteins. EvoBIO (2013)
Khalid M. Salama, Fernando E. B. Otero
Using a unified measure function for heuristics, discretization, and rule quality evaluation in Ant-Miner. IEEE Congress on Evolutionary Computation (2013)
Khalid M. Salama, Alex Alves Freitas
Evaluating the use of different measure functions in the predictive quality of ABC-miner. GECCO (Companion) (2013)
Khalid M. Salama, Alex Alves Freitas
Learning Bayesian network classifiers using ant colony optimization. Swarm Intell. 7 (2-3) (2013)
Khalid M. Salama, Ashraf M. Abdelbar, Fernando E. B. Otero, Alex Alves Freitas
Utilizing multiple pheromones in an ant-based algorithm for continuous-attribute classification rule discovery. Appl. Soft Comput. 13 (1) (2013)
Khalid M. Salama, Alex Alves Freitas
Investigating the impact of various classification quality measures in the predictive accuracy of ABC-Miner. IEEE Congress on Evolutionary Computation (2013)
Khalid M. Salama, Alex Alves Freitas
Clustering-based Bayesian Multi-net Classifier construction with Ant Colony Optimization. IEEE Congress on Evolutionary Computation (2013)
Khalid M. Salama, Alex Alves Freitas
ABC-Miner: An Ant-Based Bayesian Classification Algorithm. ANTS (2012)
Khalid M. Salama, Fernando E. B. Otero
Exploring Different Functions for Heuristics, Discretization, and Rule Quality Evaluation in Ant-Miner. ANTS (2012)
Khalid M. Salama, Ashraf M. Abdelbar, Alex Alves Freitas
Multiple pheromone types and other extensions to the Ant-Miner classification rule discovery algorithm. Swarm Intell. 5 (3-4) (2011)
Khalid M. Salama, Ashraf M. Abdelbar
Exploring different rule quality evaluation functions in ACO-based classification algorithms. SWIS (2011)
Khalid M. Salama, Ashraf M. Abdelbar
Extensions to the Ant-Miner Classification Rule Discovery Algorithm. ANTS Conference (2010)