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ORCIDKhalid M. Salama
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Journal Articles
- 2020
[j12]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): 2202-2208 (2020)- 2019
- [j11]Ashraf M. Abdelbar, Khalid M. Salama:
Parameter Self-Adaptation in an Ant Colony Algorithm for Continuous Optimization. IEEE Access 7: 18464-18479 (2019) - 2017
- [j10]Khalid M. Salama, Ashraf M. Abdelbar, Ayah M. Helal, Alex Alves Freitas:
Instance-based classification with Ant Colony Optimization. Intell. Data Anal. 21(4): 913-944 (2017) - [j9]Khalid M. Salama, Ashraf M. Abdelbar:
Learning cluster-based classification systems with ant colony optimization algorithms. Swarm Intell. 11(3-4): 211-242 (2017) - 2016
- [j8]Khalid M. Salama, Ashraf M. Abdelbar, Ismail M. Anwar:
Data reduction for classification with ant colony algorithms. Intell. Data Anal. 20(5): 1021-1059 (2016) - 2015
- [j7]Khalid M. Salama, Alex Alves Freitas:
Ant colony algorithms for constructing Bayesian multi-net classifiers. Intell. Data Anal. 19(2): 233-257 (2015) - [j6]Khalid M. Salama, Ashraf M. Abdelbar:
Learning neural network structures with ant colony algorithms. Swarm Intell. 9(4): 229-265 (2015) - 2014
- [j5]Khalid M. Salama, Alex Alves Freitas:
ABC-Miner+: constructing Markov blanket classifiers with ant colony algorithms. Memetic Comput. 6(3): 183-206 (2014) - [j4]Khalid M. Salama, Alex Alves Freitas:
Classification with cluster-based Bayesian multi-nets using Ant Colony Optimisation. Swarm Evol. Comput. 18: 54-70 (2014) - 2013
- [j3]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): 667-675 (2013) - [j2]Khalid M. Salama, Alex Alves Freitas:
Learning Bayesian network classifiers using ant colony optimization. Swarm Intell. 7(2-3): 229-254 (2013) - 2011
- [j1]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): 149-182 (2011)
Conference and Workshop Papers
- 2018
- [c26]Ashraf M. Abdelbar, Khalid M. Salama:
Does the ACO \mathbb _R Algorithm Benefit from the Use of Crossover? ANTS Conference 2018: 342-350 - [c25]Ashraf M. Abdelbar, Islam El-Nabarawy, Khalid M. Salama, Donald C. Wunsch:
Matrix Factorization Based Collaborative Filtering With Resilient Stochastic Gradient Descent. IJCNN 2018: 1-7 - [c24]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: 735-742 - 2017
- [c23]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: 1-8 - [c22]Ashraf M. Abdelbar, Khalid M. Salama:
A sugeno-based search width decay schedule in the ACOR algorithm. SSCI 2017: 1-8 - [c21]Ashraf M. Abdelbar, Khalid M. Salama:
Solution recombination in an indicator-based many-objective ant colony optimizer for continuous search spaces. SSCI 2017: 1-8 - 2016
- [c20]Khalid M. Salama, Ashraf M. Abdelbar:
Using Ant Colony Optimization to Build Cluster-Based Classification Systems. ANTS Conference 2016: 210-222 - [c19]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: 2360-2366 - [c18]Ashraf M. Abdelbar, Khalid M. Salama:
Ant Colony Optimization applied to the regularization process of a High Order neural Network. SSCI 2016: 1-8 - 2015
- [c17]Ismail M. Anwar, Khalid M. Salama, Ashraf M. Abdelbar:
ADR-Miner: An ant-based data reduction algorithm for classification. CEC 2015: 515-521 - [c16]Ismail M. Anwar, Khalid M. Salama, Ashraf M. Abdelbar:
Instance Selection with Ant Colony Optimization. INNS Conference on Big Data 2015: 248-256 - [c15]Ashraf M. Abdelbar, Khalid M. Salama:
A Gradient-Guided ACO Algorithm for Neural Network Learning. SSCI 2015: 1133-1140 - [c14]Khalid M. Salama, Ashraf M. Abdelbar, Fernando E. B. Otero:
Investigating Evaluation Measures in Ant Colony Algorithms for Learning Decision Tree Classifiers. SSCI 2015: 1146-1153 - 2014
- [c13]Khalid M. Salama, Ashraf M. Abdelbar:
A Novel Ant Colony Algorithm for Building Neural Network Topologies. ANTS Conference 2014: 1-12 - [c12]Khalid M. Salama, Fernando E. B. Otero:
Learning Multi-tree Classification Models with Ant Colony Optimization. IJCCI (ECTA) 2014: 38-48 - [c11]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: 137-144 - 2013
- [c10]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: 900-907 - [c9]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: 2321-2328 - [c8]Khalid M. Salama, Alex Alves Freitas:
Clustering-based Bayesian Multi-net Classifier construction with Ant Colony Optimization. IEEE Congress on Evolutionary Computation 2013: 3079-3086 - [c7]Khalid M. Salama, Alex Alves Freitas:
ACO-Based Bayesian Network Ensembles for the Hierarchical Classification of Ageing-Related Proteins. EvoBIO 2013: 80-91 - [c6]Khalid M. Salama, Alex Alves Freitas:
Evaluating the use of different measure functions in the predictive quality of ABC-miner. GECCO (Companion) 2013: 15-16 - [c5]Khalid M. Salama, Alex Alves Freitas:
Extending the ABC-Miner Bayesian Classification Algorithm. NICSO 2013: 1-12 - 2012
- [c4]Khalid M. Salama, Alex Alves Freitas:
ABC-Miner: An Ant-Based Bayesian Classification Algorithm. ANTS 2012: 13-24 - [c3]Khalid M. Salama, Fernando E. B. Otero:
Exploring Different Functions for Heuristics, Discretization, and Rule Quality Evaluation in Ant-Miner. ANTS 2012: 344-345 - 2011
- [c2]Khalid M. Salama, Ashraf M. Abdelbar:
Exploring different rule quality evaluation functions in ACO-based classification algorithms. SWIS 2011: 88-95 - 2010
- [c1]Khalid M. Salama, Ashraf M. Abdelbar:
Extensions to the Ant-Miner Classification Rule Discovery Algorithm. ANTS Conference 2010: 167-178
Coauthor Index
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