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Arafat Abu Mallouh

Observed names: Abumallouh Arafat, Arafat Abu Malluh, Arafat AbuMallouh, Arafat Abumallouh, Mallouh, Arafat Abu
ORCID: 0000-0002-5953-1506
Observed ORCID: 0000-0002-5953-1506
OpenAlex ID: A5110477889
Deep and Machine Learning Approaches for Anomaly-Based Intrusion Detection of Imbalanced Network Traffic
2018 · Razan Abdulhammed, Miad Faezipour, et al. · IEEE Sensors Letters · 230
Deep Convolutional Neural Network for Age Estimation based on VGG-Face Model
2017 · Qawaqneh, Zakariya, Mallouh, Arafat Abu, et al. · arXiv (Cornell University) · 103
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Deep neural network framework and transformed MFCCs for speaker's age and gender classification
2016 · Zakariya Qawaqneh, Arafat Abu Mallouh, et al. · Knowledge-Based Systems · 91
Age and gender classification from speech and face images by jointly fine-tuned deep neural networks
2017 · Zakariya Qawaqneh, Arafat Abu Mallouh, et al. · Expert Systems with Applications · 63
Utilizing CNNs and transfer learning of pre-trained models for age range classification from unconstrained face images
2019 · Arafat Abu Mallouh, Zakariya Qawaqneh, et al. · Image and Vision Computing · 44
New transformed features generated by deep bottleneck extractor and a GMM–UBM classifier for speaker age and gender classification
2017 · Arafat Abu Mallouh, Zakariya Qawaqneh, et al. · Neural Computing and Applications · 31
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EM-SEP: An Efficient Modified Stable Election Protocol
2014 · Arafat Abu Malluh, Khaled M. Elleithy, et al. · Zone 1 Conference of the American Society for Engineering Education (ASEE Zone 1) · 30
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Optimizing CNN-Based Diagnosis of Knee Osteoarthritis: Enhancing Model Accuracy with CleanLab Relabeling
2025 · Thomures Momenpour, Arafat Abu Mallouh · Diagnostics · 12
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DNN-based Models for Speaker Age and Gender Classification
2017 · Zakariya Qawaqneh, Arafat Abu Mallouh, et al. · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) · 6
Deep neural network combined posteriors for speakers' age and gender classification
2016 · Arafat Abumallouh, Zakariya Qawaqneh, et al. · Annual Connecticut Conference on Industrial Electronics, Technology & Automation (CT-IETA) · 6
A Hierarchy of Deep Reinforcement Learning Agents for Decision Making in Blockchain Nodes
2021 · Arafat Abu Mallouh, Omar Abuzaghleh, et al. · IEEE EUROCON - International Conference on Computer as a Tool (EUROCON) · 4
A Highly Secure Quantum Communication Scheme for Blind Signature using Qubits and Qutrits
2014 · Arafat Abu Malluh, Khaled M. Elleithy, et al. · Zone 1 Conference of the American Society for Engineering Education (ASEE Zone 1) · 3
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A Deep Reinforcement Learning Framework for Training SARSA Agents (DQSARSA Agents) to Improve Consensus in Blockchain Networks
2023 · Zakariya Qawaqneh, Arafat Abu Mallouh · International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) · 2
A New Efficient Method for Refining the Reinforcement Learning Algorithm to Train Deep Q Agents for Reaching a Consensus in P2P Networks
2023 · Arafat Abu Mallouh, Zakariya Qawaqneh, et al. · IEEE Access · 2
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Combining Two Different DNN Architectures for Classifying Speaker’s Age and Gender
2017 · Arafat Abu Mallouh, Zakariya Qawaqneh, et al. · International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC) · 2
Dynamic Channel Allocation in Cellular Networks
2013 · Arafat Abu Mallouh, Christian Bach, et al. · 2
A New Cost Function Combining Deep Neural Networks (DNNs) and l2,1-Norm with Extraction of Robust Facial and Superpixels Features in Age Estimation
2018 · Arafat Abu Mallouh, Zakariya Qawaqneh, et al. · Applied Sciences · 1
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A Framework For Enhancing Speaker Age And Gender Classification By Using A New Feature Set And Deep Neural Network Architectures
2017 · Arafat Abu Mallouh · ProQuest Demo Repository · 1
Modifying deep neural network structure for improved learning rate in speakers' age and gender classification
2016 · Zakariya Qawaqneh, Arafat Abumallouh, et al. · Annual Connecticut Conference on Industrial Electronics, Technology & Automation (CT-IETA) · 1
An Instance Based Approach to Building Damage Assessment in Disaster Zones
2026 · Stephen Philippeau, Arafat Abu Mallouh · IEEE International Geoscience and Remote Sensing Symposium (IGARSS)
An Algorithmic Framework for Cocoa Ripeness Classification: A Comparative Analysis of Modern Deep Learning Architectures on Drone Imagery
2026 · Thomures Momenpour, Arafat AbuMallouh · Algorithms
Machine Learning Based Feature Reduction for Network Intrusion Detection
2019 · Abdelshakour Abuzneid, Miad Faezipour, et al. · University of Bridgeport ScholarWorks (University of Bridgeport)
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話者の年齢と性別分類における改善された学習率のための深いニューラルネットワーク構造の修正【Powered by NICT】
2016 · Qawaqneh Zakariya, Abumallouh Arafat, et al. · IEEE Conference Proceedings
話者の年齢と性別分類のための深いニューラルネットワーク複合事後確率【Powered by NICT】
2016 · Abumallouh Arafat, Qawaqneh Zakariya, et al. · IEEE Conference Proceedings
A Distributed Dynamic Channel Allocation Scheme in Cellular Communication Networks
2010 · Hussein Al-Bahadili, Arafat Abu Mallouh · IGI Global eBooks
Works count: 27
Citation count: 634
H-index: 8
I10-index: 8
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