Khalid M. Salama

38 papers B 6Journal 12Unranked 20
YearRankTypeTitle / Venue / Authors
2020 J jnl
Using deep learning to associate human genes with age-related diseases.
Bioinform.
Fabio Fabris, Daniel Palmer, Khalid M. Salama, João Pedro de Magalhães, Alex Alves Freitas
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 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 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 J jnl
Ant colony algorithms for constructing Bayesian multi-net classifiers.
Intell. Data Anal.
Khalid M. Salama, Alex Alves Freitas
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
ABC-Miner+: constructing Markov blanket classifiers with ant colony algorithms.
Memetic Comput.
Khalid M. Salama, Alex Alves Freitas
2014 J jnl
Classification with cluster-based Bayesian multi-nets using Ant Colony Optimisation.
Swarm Evol. Comput.
Khalid M. Salama, Alex Alves Freitas
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 — conf
Learning Multi-tree Classification Models with Ant Colony Optimization.
IJCCI (ECTA)
Khalid M. Salama, Fernando E. B. Otero
2013 — conf
ACO-Based Bayesian Network Ensembles for the Hierarchical Classification of Ageing-Related Proteins.
EvoBIO
Khalid M. Salama, Alex Alves Freitas
2013 B conf
Clustering-based Bayesian Multi-net Classifier construction with Ant Colony Optimization.
IEEE Congress on Evolutionary Computation
Khalid M. Salama, Alex Alves Freitas
2013 — conf
Evaluating the use of different measure functions in the predictive quality of ABC-miner.
GECCO (Companion)
Khalid M. Salama, Alex Alves Freitas
2013 — conf
Extending the ABC-Miner Bayesian Classification Algorithm.
NICSO
Khalid M. Salama, Alex Alves Freitas
2013 B conf
Investigating the impact of various classification quality measures in the predictive accuracy of ABC-Miner.
IEEE Congress on Evolutionary Computation
Khalid M. Salama, Alex Alves Freitas
2013 J jnl
Learning Bayesian network classifiers using ant colony optimization.
Swarm Intell.
Khalid M. Salama, Alex Alves Freitas
2013 B conf
Using a unified measure function for heuristics, discretization, and rule quality evaluation in Ant-Miner.
IEEE Congress on Evolutionary Computation
Khalid M. Salama, Fernando E. B. Otero
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 — conf
ABC-Miner: An Ant-Based Bayesian Classification Algorithm.
ANTS
Khalid M. Salama, Alex Alves Freitas
2012 — conf
Exploring Different Functions for Heuristics, Discretization, and Rule Quality Evaluation in Ant-Miner.
ANTS
Khalid M. Salama, Fernando E. B. Otero
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