Deep and Machine Learning Approaches for Anomaly-Based Intrusion Detection of Imbalanced Network Traffic R Abdulhammed, M Faezipour, A Abuzneid, A AbuMallouh IEEE Sensors Letters, 2018 | 178 | 2018 |
Deep neural network framework and transformed MFCCs for speaker's age and gender classification Z Qawaqneh, AA Mallouh, BD Barkana Knowledge-Based Systems 115, 5-14, 2017 | 102 | 2017 |
Deep Convolutional Neural Network for Age Estimation based on VGG-Face Model Z Qawaqneh, AA Mallouh, BD Barkana arXiv preprint arXiv:1709.01664, 2017 | 86 | 2017 |
Age and gender classification from speech and face images by jointly fine-tuned deep neural networks Z Qawaqneh, AA Mallouh, BD Barkana Expert Systems with Applications 85, 76-86, 2017 | 70 | 2017 |
Utilizing CNNs and transfer learning of pre-trained models for age range classification from unconstrained face images AA Mallouh, Z Qawaqneh, BD Barkana Image and Vision Computing, 2019 | 45 | 2019 |
New transformed features generated by deep bottleneck extractor and a GMM–UBM classifier for speaker age and gender classification AA Mallouh, Z Qawaqneh, BD Barkana Neural Computing and Applications 30 (8), 2581-2593, 2018 | 37 | 2018 |
Em-sep: an efficient modified stable election protocol AA Malluh, KM Elleithy, Z Qawaqneh, RJ Mstafa, A Alanazi American Society for Engineering Education (ASEE Zone 1), 2014 Zone 1 …, 2014 | 32 | 2014 |
Deep neural network combined posteriors for speakers' age and gender classification A Abumallouh, Z Qawaqneh, BD Barkana 2016 Annual Connecticut Conference on Industrial Electronics, Technology …, 2016 | 10 | 2016 |
DNN-based Models for Speaker Age and Gender Classification. Z Qawaqneh, AA Mallouh, BD Barkana BIOSIGNALS, 106-111, 2017 | 8 | 2017 |
Deep convolutional neural network for age estimation based on VGG-face model. arXiv Z Qawaqneh, AA Mallouh, BD Barkana Preprint] Available online at: http://arxiv. org/abs/1709.01664 (accessed …, 2017 | 6 | 2017 |
Dynamic channel allocation in cellular networks AA Mallouh, C Bach, AA Abdullah International Journal of Innovation and Applied Studies 3 (3), 608-615, 2013 | 6 | 2013 |
Utilizing Information Technology Systems Across Disciplines: Advancements in the Application of Computer Science: Advancements in the Application of Computer Science EMO Abu-Taieh IGI Global, 2009 | 6 | 2009 |
A highly secure quantum communication scheme for Blind Signature using qubits and qutrits AA Malluh, KM Elleithy, A Alanazi, RJ Mstafa American Society for Engineering Education (ASEE Zone 1), 2014 Zone 1 …, 2014 | 4 | 2014 |
A Hierarchy of Deep Reinforcement Learning Agents for Decision Making in Blockchain Nodes AA Mallouh, O Abuzaghleh, Z Qawaqneh IEEE EUROCON 2021-19th International Conference on Smart Technologies, 197-202, 2021 | 3 | 2021 |
Combining Two Different DNN Architectures for Classifying Speaker's Age and Gender. AA Mallouh, Z Qawaqneh, BD Barkana BIOSIGNALS, 112-117, 2017 | 3 | 2017 |
Machine Learning Based Feature Reduction for Network Intrusion Detection A Abuzneid, M Faezipour, R Abdulhammed, A AbuMallouh, H Musafer | 2 | 2019 |
A Distributed Dynamic channel Allocation Scheme in cellular communication Networks H Al-Bahadili, AA Mallouh Journal of Information Technology Research (JITR) 2 (1), 53-69, 2009 | 1 | 2009 |
A New Efficient Method for Refining the Reinforcement Learning Algorithm to Train Deep Q Agents for Reaching a Consensus in P2P Networks AA Mallouh, Z Qawaqneh, O Abuzaghleh, A Al-Rababa’a IEEE Access, 2023 | | 2023 |
A New Cost Function Combining Deep Neural Networks (DNNs) and l2, 1-Norm with Extraction of Robust Facial and Superpixels Features in Age Estimation A Abu Mallouh, Z Qawaqneh, B Barkana Applied Sciences 8 (10), 1943, 2018 | | 2018 |
Modifying deep neural network structure for improved learning rate in speakers' age and gender classification Z Qawaqneh, A Abumallouh, BD Barkana Industrial Electronics, Technology & Automation (CT-IETA), Annual …, 2016 | | 2016 |