| Efficient machine learning for big data: A review OY Al-Jarrah, PD Yoo, S Muhaidat, GK Karagiannidis, K Taha Big Data Research 2 (3), 87-93, 2015 | 763 | 2015 |
| Deep abstraction and weighted feature selection for Wi-Fi impersonation detection ME Aminanto, R Choi, HC Tanuwidjaja, PD Yoo, K Kim IEEE Transactions on Information Forensics and Security 13 (3), 621-636, 2017 | 251 | 2017 |
| From intrusion detection to attacker attribution: A comprehensive survey of unsupervised methods A Nisioti, A Mylonas, PD Yoo, V Katos IEEE Communications Surveys & Tutorials 20 (4), 3369-3388, 2018 | 233 | 2018 |
| Machine learning techniques and use of event information for stock market prediction: A survey and evaluation PD Yoo, MH Kim, T Jan International conference on computational intelligence for modelling …, 2005 | 199 | 2005 |
| Data randomization and cluster-based partitioning for botnet intrusion detection OY Al-Jarrah, O Alhussein, PD Yoo, S Muhaidat, K Taha, K Kim IEEE transactions on cybernetics 46 (8), 1796-1806, 2015 | 156 | 2015 |
| Deep-structured machine learning model for the recognition of mixed-defect patterns in semiconductor fabrication processes G Tello, OY Al-Jarrah, PD Yoo, Y Al-Hammadi, S Muhaidat, U Lee IEEE Transactions on Semiconductor Manufacturing 31 (2), 315-322, 2018 | 135 | 2018 |
| Machine-learning-based feature selection techniques for large-scale network intrusion detection OY Al-Jarrah, A Siddiqui, M Elsalamouny, PD Yoo, S Muhaidat, K Kim 2014 IEEE 34th international conference on distributed computing systems …, 2014 | 109 | 2014 |
| The intelligent campus (iCampus): end-to-end learning lifecycle of a knowledge ecosystem JWP Ng, N Azarmi, M Leida, F Saffre, A Afzal, PD Yoo 2010 sixth International Conference on intelligent environments, 332-337, 2010 | 105 | 2010 |
| IMPACT: Impersonation attack detection via edge computing using deep autoencoder and feature abstraction SJ Lee, PD Yoo, AT Asyhari, Y Jhi, L Chermak, CY Yeun, K Taha IEEE Access 8, 65520-65529, 2020 | 102 | 2020 |
| Sample subset optimization techniques for imbalanced and ensemble learning problems in bioinformatics applications P Yang, PD Yoo, J Fernando, BB Zhou, Z Zhang, AY Zomaya IEEE transactions on cybernetics 44 (3), 445-455, 2013 | 99 | 2013 |
| Popularity-based video caching techniques for cache-enabled networks: A survey HS Goian, OY Al-Jarrah, S Muhaidat, Y Al-Hammadi, P Yoo, M Dianati IEEE Access 7, 27699-27719, 2019 | 88 | 2019 |
| An enhanced machine learning-based biometric authentication system using RR-interval framed electrocardiograms SK Kim, CY Yeun, PD Yoo IEEE Access 7, 168669-168674, 2019 | 86 | 2019 |
| Simplified subspaced regression network for identification of defect patterns in semiconductor wafer maps F Adly, O Alhussein, PD Yoo, Y Al-Hammadi, K Taha, S Muhaidat, ... IEEE Transactions on Industrial Informatics 11 (6), 1267-1276, 2015 | 85 | 2015 |
| An enhanced electrocardiogram biometric authentication system using machine learning E Al Alkeem, SK Kim, CY Yeun, MJ Zemerly, KF Poon, G Gianini, PD Yoo IEEE Access 7, 123069-123075, 2019 | 84 | 2019 |
| Randomized general regression network for identification of defect patterns in semiconductor wafer maps F Adly, PD Yoo, S Muhaidat, Y Al-Hammadi, U Lee, M Ismail IEEE Transactions on Semiconductor Manufacturing 28 (2), 145-152, 2015 | 70 | 2015 |
| Opportunistic spectrum access in cognitive radio networks under imperfect spectrum sensing O Altrad, S Muhaidat, A Al-Dweik, A Shami, PD Yoo IEEE Transactions on Vehicular Technology 63 (2), 920-925, 2013 | 68 | 2013 |
| Semi-supervised multi-layered clustering model for intrusion detection OY Al-Jarrah, Y Al-Hammdi, PD Yoo, S Muhaidat, M Al-Qutayri Digital Communications and Networks 4 (4), 277-286, 2018 | 66 | 2018 |
| SIIMCO: A forensic investigation tool for identifying the influential members of a criminal organization K Taha, PD Yoo IEEE Transactions on Information Forensics and Security 11 (4), 811-822, 2015 | 54 | 2015 |
| Multi-layered clustering for power consumption profiling in smart grids OY Al-Jarrah, Y Al-Hammadi, PD Yoo, S Muhaidat IEEE Access 5, 18459-18468, 2017 | 50 | 2017 |
| Using the spanning tree of a criminal network for identifying its leaders K Taha, PD Yoo IEEE Transactions on Information Forensics and security 12 (2), 445-453, 2016 | 47 | 2016 |
Kamal TahaKhalifa University, UAEVerified email at ku.ac.ae
