Publications

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Conference Paper
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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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.
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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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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Ahmed, M. M., A. E. Hassanien, A. Taha, and E. Hassanien, An Optimized K-Nearest Neighbor Algorithm for Extending Wireless Sensor Network Lifetime, , 2018.
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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Journal Article
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.
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.
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.
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.
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.
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.
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