Publications

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2023
Taha, A., A. S. Hadi, B. Cosgrave, and S. Mckeever, "A Multiple Association-Based Unsupervised Feature Selection Algorithm for Mixed Data Sets", Expert Systems With Applications, vol. 212, pp. 1-14, 2023.
2022
Elaraby, A., and A. Taha, "An approach for cross-modality guided quality enhancement of liver image", International Journal of Electrical and Computer Engineering (IJECE), vol. 12, issue 2, pp. 1449-1455, 2022.
application/pdf iconan_approach_for_cross-modality_guided_quality_enhancement.pdf
Taha, A., B. Cosgrave, and S. Mckeever, "Using Feature Selection with Machine Learning for Generation of Insurance Insights", Applied Sciences, MDPI, vol. 12, issue 6, pp. 1-16, 2022. 1.pdf
2021
Elaraby, A., and A. Taha, "A Framework for Cross-Modality Guided Contrast Enhancement of CT Liver Using MRI", Traitement du Signal, vol. 38, issue 6, pp. 1671-1675, 2021.
application/pdf icona_framework_for_cross-modality_guided_contrast_enhancement_of_ct_liver_using_mri.pdf
El-Taher, F. E. - Z., A. Taha, J. Courtney, and S. Mckeever, "A systematic review of urban navigation systems for visually impaired people", Sensors, vol. 21, issue 9, 2021.
2020
Hendawi, A., J. A. Stankovic, A. Taha, S. El-Sappagh, A. A. Ahmadain, and M. Ali, "Road Network Simplification For Location-Based Services", GeoInformatica, vol. 24, pp. 801–826 , 2020.
2019
Taha, A., and A. S. Hadi, "Anomaly Detection Methods for Categorical Data: A Review", ACM Computing Surveys (CSUR), vol. 52, issue 2, pp. 38:1-38-35, 2019.
Ahmed, M. M., E. H. Houssein, A. E. Hassanien, A. Taha, and E. Hassanien, "Maximizing the lifetime of large-scale wireless sensor networks using multi-objective whale optimization algorithm", Telecommunication Systems, vol. 40, issue 8, pp. 102–114, 2019.
2018
Ahmed, M. M., A. E. Hassanien, A. Taha, and E. Hassanien, An Optimized K-Nearest Neighbor Algorithm for Extending Wireless Sensor Network Lifetime, , 2018.
2017
Ahmed, M. M., E. H. Houssein, A. E. Hassanien, A. Taha, and E. Hassanien, "Maximizing lifetime of wireless sensor networks based on whale optimization algorithm", International conference on advanced intelligent systems and informatics, 2017.
2016
Taha, A., and A. S. Hadi, "Pair-wise association measures for categorical and mixed data", Information Sciences, vol. 346–347, issue 1, pp. 73–89, 2016.
2015
Ahmed Yehia, Mohamed Saleh, A. T., and H. El-Shishiny, "Measuring Eigenvalues' Sensitivities via Kernel Canonical Correlation Analysis", System Dynamics Conference, vol. 33, MIT, USA, System Dynamics Society, July 2015. Abstractsystem_dyanmics_conference_paper_2015.pdf

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2014
Yehia, A., M. Saleh, A. Taha, and H. El-Shishiny, "Novel Sensitivity Analysis for Dynamic Models", International Conference of the System Dynamics Society, vol. 32, Delft, Netherland, 2014. Abstractextending_mic_2014.pdf

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2013
Taha, A., and A. S.Hadi, "A General Approach for Automating Outliers Identification in Categorical Data", THE 10th ACS/IEEE INTERNATIONAL CONFERENCE ON COMPUTER SYSTEMS AND APPLICATIONS, Fes, Morocco, 2013. AbstractCritical value estimation IEEE/ACS2013 .pdf

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2010
Taha, A., and O. M. Hegazy, "A proposed outliers identification algorithm for categorical data sets", Informatics and Systems (INFOS), 2010 The 7th International Conference on, Cairo, Egypt, IEEE, pp. 1–5, 2010. Abstractoutliers_identification_infos_2010.pdf

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