Arafat Abu Mallouh

Publication Activity (10 Years)

Years Active: 2009-2023
Publications (10 Years): 9

Top Topics

Gender Classification

Reinforcement Learning Agents

Top Venues

Neural Comput. Appl.

Image Vis. Comput.

Publications

Arafat Abu Mallouh, Zakariya Qawaqneh, Omar Abuzaghleh, Ahmad Al-Rababa'A
A New Efficient Method for Refining the Reinforcement Learning Algorithm to Train Deep Q Agents for Reaching a Consensus in P2P Networks. IEEE Access 11 (2023)
Arafat Abu Mallouh, Omar Abuzaghleh, Zakariya Qawaqneh
A Hierarchy of Deep Reinforcement Learning Agents for Decision Making in Blockchain Nodes. EUROCON (2021)
Arafat Abu Mallouh, Zakariya Qawaqneh, Buket D. Barkana
Utilizing CNNs and transfer learning of pre-trained models for age range classification from unconstrained face images. Image Vis. Comput. 88 (2019)
Arafat Abu Mallouh, Zakariya Qawaqneh, Buket D. Barkana
New transformed features generated by deep bottleneck extractor and a GMM-UBM classifier for speaker age and gender classification. Neural Comput. Appl. 30 (8) (2018)
Zakariya Qawaqneh, Arafat Abu Mallouh, Buket D. Barkana
DNN-based Models for Speaker Age and Gender Classification. BIOSIGNALS (2017)
Zakariya Qawaqneh, Arafat Abu Mallouh, Buket D. Barkana
Deep neural network framework and transformed MFCCs for speaker's age and gender classification. Knowl. Based Syst. 115 (2017)
Arafat Abu Mallouh, Zakariya Qawaqneh, Buket D. Barkana
Combining Two Different DNN Architectures for Classifying Speaker's Age and Gender. BIOSIGNALS (2017)
Zakariya Qawaqneh, Arafat Abu Mallouh, Buket D. Barkana
Age and gender classification from speech and face images by jointly fine-tuned deep neural networks. Expert Syst. Appl. 85 (2017)
Zakariya Qawaqneh, Arafat Abu Mallouh, Buket D. Barkana
Deep Convolutional Neural Network for Age Estimation based on VGG-Face Model. CoRR (2017)
Hussein Al-Bahadili, Arafat Abu Mallouh
A Distributed Dynamic Channel Allocation Scheme in Cellular Communication Networks. J. Inf. Technol. Res. 2 (1) (2009)