Hazem M. Abbas

According to our database, Hazem M. Abbas authored at least 80 papers between 1994 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Parallel Deployment and Performance Analysis of a Multi-Hop Routing Protocol for 5G Backhaul Networks Using Cloud and HPC Platforms.

Somaya A. Aboulrous, Amany Abdelsamea, Ali A. El-Moursy, Mohamed Saad, Fadi N. Sibai, Salwa M. Nassar, Hazem M. Abbas

IEEE Access, 2024

2023

Fog-ROCL: A Fog based RSU Optimum Configuration and Localization in VANETs.

Rehab Shahin, Sherif M. Saif, Ali A. El-Moursy, Hazem M. Abbas, Salwa M. Nassar

Pervasive Mob. Comput., August, 2023

A Genetic Algorithm Approach to Automate Architecture Design for Acoustic Scene Classification.

Noha W. Hasan, Ali S. Saudi, Mahmoud I. Khalil, Hazem M. Abbas

IEEE Trans. Evol. Comput., April, 2023

Robust visual tracking using very deep generative model.

Eman R. AlBasiouny, Abdel-Fattah Attia Heliel, Hossam E. Abdelmunim, Hazem M. Abbas

J. Big Data, 2023

Multi-label Ophthalmological Disease Classification Using Vision Transformers.

Islam Hisham, Mahmoud I. Khalil, Hazem M. Abbas

Proceedings of the 5th Novel Intelligent and Leading Emerging Sciences Conference, 2023

2022

Offline Arabic handwritten word recognition: A transfer learning approach.

Mohamed Awni, Mahmoud I. Khalil, Hazem M. Abbas

J. King Saud Univ. Comput. Inf. Sci., November, 2022

Boosting subjective quality of Arabic text-to-speech (TTS) using end-to-end deep architecture.

Fady K. Fahmy, Hazem M. Abbas, Mahmoud I. Khalil

Int. J. Speech Technol., 2022

Virtual machines pre-copy live migration cost modeling and prediction: a survey.

Mohamed Esam Elsaid, Hazem M. Abbas, Christoph Meinel

Distributed Parallel Databases, 2022

Multilayer Perceptron Generative Model via Adversarial Learning for Robust Visual Tracking.

Eman R. AlBasiouny, Abdel-Fattah Attia Heliel, Hossam E. Abdelmunim, Hazem M. Abbas

IEEE Access, 2022

Safe Reinforcement Learning using Data-Driven Predictive Control.

Mahmoud Selim, Amr Al-Anwar, M. Watheq El-Kharashi, Hazem M. Abbas, Karl Henrik Johansson

Proceedings of the 5th International Conference on Communications, 2022

2021

Machine Learning Models for Financial Applications.

Ahmed Emad, Hazem M. Abbas, Mahmoud I. Khalil

Proceedings of the ICEEG 2021: The 5th International Conference on E-Commerce, E-Business and E-Government, Rome, Italy, April 28, 2021

Driver Distraction Impact on Road Safety: A Data-driven Simulation Approach.

Amany A. Kandeel, Ahmed A. Elbery, Hazem M. Abbas, Hossam S. Hassanein

Proceedings of the IEEE Global Communications Conference, 2021

Deep learning models and techniques for facial emotion recognition.

Rachel Coreau, Ian Pépin, Cameron Duffy, Hazem M. Abbas, Hossam S. Hassanein

Proceedings of the CASCON '21: Proceedings of the 31st Annual International Conference on Computer Science and Software Engineering, Toronto, Ontario, Canada, November 22, 2021

2020

A Clustering-Driven Approach to Predict the Traffic Load of Mobile Networks for the Analysis of Base Stations Deployment.

Basma Mahdy, Hazem M. Abbas, Hossam S. Hassanein, Aboelmagd Noureldin, Hatem Abou-zeid

J. Sens. Actuator Networks, 2020

A Transfer Learning End-to-End ArabicText-To-Speech (TTS) Deep Architecture.

Fady K. Fahmy, Mahmoud I. Khalil, Hazem M. Abbas

CoRR, 2020

Amharic Abstractive Text Summarization.

Amr M. Zaki, Mahmoud I. Khalil, Hazem M. Abbas

CoRR, 2020

Comparative Study on Deep Convolution Neural Networks DCNN-Based Offline Arabic Handwriting Recognition.

Taraggy M. Ghanim, Mahmoud I. Khalil, Hazem M. Abbas

IEEE Access, 2020

Explainable Model Selection of a Convolutional Neural Network for Driver's Facial Emotion Identification.

Amany A. Kandeel, Hazem M. Abbas, Hossam S. Hassanein

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Fog Node Optimum Placement and Configuration Technique for VANETs.

Rehab Shahin, Ali A. El-Moursy, Sherif M. Saif, Hazem M. Abbas, Salwa M. Nassar

Proceedings of the International Conference on Communications, 2020

A Novel Face Inpainting Approach Based on Guided Deep Learning.

Nermin M. Salem, Hani M. K. Mahdi, Hazem M. Abbas

Proceedings of the International Conference on Communications, 2020

Facial Expression Recognition Using a Simplified Convolutional Neural Network Model.

Amany A. Kandeel, Mina Rahmanian, Farhana H. Zulkernine, Hazem M. Abbas, Hossam S. Hassanein

Proceedings of the International Conference on Communications, 2020

Arabic Speech Synthesis using Deep Neural Networks.

Aya Hamdy Ali, Mohamed Magdy, Maher Alfawzy, Mikhail Ghaly, Hazem M. Abbas

Proceedings of the International Conference on Communications, 2020

4G LTE Network Data Collection and Analysis along Public Transportation Routes.

Habiba Elsherbiny, Ahmad M. Nagib, Hatem Abou-zeid, Hazem M. Abbas, Hossam S. Hassanein, Aboelmagd Noureldin, Akram Bin Sediq, Gary Boudreau

Proceedings of the IEEE Global Communications Conference, 2020

4G LTE Network Throughput Modelling and Prediction.

Habiba Elsherbiny, Hazem M. Abbas, Hatem Abou-zeid, Hossam S. Hassanein, Aboelmagd Noureldin

Proceedings of the IEEE Global Communications Conference, 2020

Live Migration Timing Optimization Integration with VMware Environments.

Mohamed Esam Elsaid, Mohamed Sameh, Hazem M. Abbas, Christoph Meinel

Proceedings of the Cloud Computing and Services Science - 10th International Conference, 2020

Live Migration Timing Optimization for VMware Environments using Machine Learning Techniques.

Mohamed Esam Elsaid, Hazem M. Abbas, Christoph Meinel

Proceedings of the 10th International Conference on Cloud Computing and Services Science, 2020

A Transfer Learning End-to-End Arabic Text-To-Speech (TTS) Deep Architecture.

Fady K. Fahmy, Mahmoud I. Khalil, Hazem M. Abbas

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2020

2019

Improved features and dynamic stream weight adaption for robust Audio-Visual Speech Recognition framework.

Ali S. Saudi, Mahmoud I. Khalil, Hazem M. Abbas

Digit. Signal Process., 2019

Multi-stage Off-line Arabic Handwriting Recognition Approach using Advanced Cascading Technique.

Taraggy M. Ghanim, Mahmoud I. Khalil, Hazem M. Abbas

Proceedings of the 8th International Conference on Pattern Recognition Applications and Methods, 2019

LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation.

Taha Emara, Hossam E. Abd El Munim, Hazem M. Abbas

Proceedings of the 2019 Digital Image Computing: Techniques and Applications, 2019

Machine Learning Approach for Live Migration Cost Prediction in VMware Environments.

Mohamed Esam Elsaid, Hazem M. Abbas, Christoph Meinel

Proceedings of the 9th International Conference on Cloud Computing and Services Science, 2019

2018

Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition.

Edmondo Trentin, Friedhelm Schwenker, Neamat El Gayar, Hazem M. Abbas

Neural Process. Lett., 2018

Neural Networks Pipeline for Offline Machine Printed Arabic OCR.

Mohamed A. Radwan, Mahmoud I. Khalil, Hazem M. Abbas

Neural Process. Lett., 2018

Improving Audio-Visual Speech Recognition Using Gabor Recurrent Neural Networks.

Ali S. Saudi, Mahmoud I. Khalil, Hazem M. Abbas

Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2018

Combining Classical and Deep Learning Methods for Twitter Sentiment Analysis.

Mohammad Hanafy, Mahmoud I. Khalil, Hazem M. Abbas

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

PHoG Features and Kullback-Leibler Divergence Based Ranking Method for Handwriting Recognition.

Taraggy M. Ghanim, Mahmoud I. Khalil, Hazem M. Abbas

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2018

2016

A Platform for Placement of Analog Integrated Circuits Using Satisfiability Modulo Theories.

Sherif M. Saif, Mohamed Dessouky, M. Watheq El-Kharashi, Hazem M. Abbas, Salwa M. Nassar

J. Circuits Syst. Comput., 2016

Pareto front analog layout placement using Satisfiability Modulo Theories.

Sherif M. Saif, Mohamed Dessouky, M. Watheq El-Kharashi, Hazem M. Abbas, Salwa M. Nassar

Proceedings of the 2016 Design, Automation & Test in Europe Conference & Exhibition, 2016

Predictive Segmentation Using Multichannel Neural Networks in Arabic OCR System.

Mohamed A. Radwan, Mahmoud I. Khalil, Hazem M. Abbas

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016

2015

Fast 3D tracking and quantization of small vascular structures in 3D medical images.

Yusuf I. Afifi, Mahmoud I. Khalil, Hazem M. Abbas

Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

Analog layout constraints resolution and shape function generation using Satisfiability Modulo Theories.

Sherif M. Saif, Mohamed Dessouky, Hazem M. Abbas, M. Watheq El-Kharashi, Salwa M. Nassar

Proceedings of the 10th International Conference on Design & Technology of Integrated Systems in Nanoscale Era, 2015

2014

Exploiting satisfiability modulo theories for analog layout automation.

Sherif M. Saif, Mohamed Dessouky, Salwa M. Nassar, Hazem M. Abbas, M. Watheq El-Kharashi, Mohammad Abdulaziz

Proceedings of the 9th International Design and Test Symposium, 2014

A Decorrelation Approach for Pruning of Multilayer Perceptron Networks.

Hazem M. Abbas

Proceedings of the Artificial Neural Networks in Pattern Recognition, 2014

2013

Authenticated key exchange protocol using neural cryptography with secret boundaries.

Ahmed M. Allam, Hazem M. Abbas, M. Watheq El-Kharashi

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

Image inpainting based on image segmentation and segment classification.

Eman T. Hassan, Hazem M. Abbas, Hoda K. Mohamed

Proceedings of the 2013 IEEE International Conference on Control System, 2013

2012

BioSecure signature evaluation campaign (BSEC'2009): Evaluating online signature algorithms depending on the quality of signatures.

Nesma Houmani, Aurélien Mayoue, Sonia Garcia-Salicetti, Bernadette Dorizzi, Mahmoud I. Khalil, M. N. Moustafa, Hazem M. Abbas, Daigo Muramatsu, Berrin A. Yanikoglu, Alisher Kholmatov, Marcos Martinez-Diaz, Julian Fiérrez, Javier Ortega-Garcia, Josep Roure Alcobé, Joan Fabregas, Marcos Faúndez-Zanuy, Juan Manuel Pascual-Gaspar, Valentín Cardeñoso-Payo, Carlos Vivaracho-Pascual

Pattern Recognit., 2012

2011

Neural Generalized Predictive Controller and internal model principle.

Hesham Abdel-Ghaffar, Sherif Hammad, Hazem M. Abbas, A. Z. Badr, Ahmed Hassan

Proceedings of the 17th International Conference on Automation and Computing, 2011

Group key exchange using neural cryptography with binary trees.

Ahmed M. Allam, Hazem M. Abbas

Proceedings of the 24th Canadian Conference on Electrical and Computer Engineering, 2011

2010

On the Improvement of Neural Cryptography Using Erroneous Transmitted Information With Error Prediction.

Ahmed M. Allam, Hazem M. Abbas

IEEE Trans. Neural Networks, 2010

Mixed-coded evolutionary algorithm for Gaussian mixture maximum likelihood clustering with model selection.

Hazem M. Abbas

Proceedings of the Genetic and Evolutionary Computation Conference, 2010

2009

System Identification Using Optimally Designed Functional Link Networks via a Fast Orthogonal Search Technique.

Hazem M. Abbas

J. Comput., 2009

Improved security of neural cryptography using don't-trust-my-partner and error prediction.

Ahmed M. Allam, Hazem M. Abbas

Proceedings of the International Joint Conference on Neural Networks, 2009

Enhanced DTW based on-line signature verification.

Mostafa I. Khalil, Mohammed N. Moustafa, Hazem M. Abbas

Proceedings of the International Conference on Image Processing, 2009

Evolutionary maximum likelihood image compression.

Mohamad M. Tawfick, Hazem M. Abbas, Hussein I. Shahein

Proceedings of the Genetic and Evolutionary Computation Conference, 2009

2008

An integer-coded evolutionary approach for mixture maximum likelihood clustering.

Mohamad M. Tawfick, Hazem M. Abbas, Hussein I. Shahein

Pattern Recognit. Lett., 2008

2007

An FPGA implementation of a neural optimization of block truncation coding for image/video compression.

Sherif M. Saif, Hazem M. Abbas, Salwa M. Nassar, Abdelmonem A. Wahdan

Microprocess. Microsystems, 2007

A novel particle based approach for robust speech spectrum Vector Quantization.

Ahmed Ismail, Yasser Dakroury, Hazem M. Abbas

Proceedings of the IEEE International Conference on Systems, 2007

A Novel Fast Orthogonal Search Method for design of functional link networks and their use in system identification.

Hazem M. Abbas

Proceedings of the IEEE International Conference on Systems, 2007

Novel low-band phase representation for low bit-rate speech coding.

Ahmed Ismail, Yasser Dakroury, Hazem M. Abbas

Proceedings of the INTERSPEECH 2007, 2007

A novel energy distribution comparison approach for robust speech spectrum vector quantization.

Ahmed Ismail, Yasser Dakroury, Hazem M. Abbas

Proceedings of the INTERSPEECH 2007, 2007

2006

Volterra-system identification using adaptive real-coded genetic algorithm.

Hazem M. Abbas, Mohamed M. Bayoumi

IEEE Trans. Syst. Man Cybern. Part A, 2006

Performance and routability improvements for routability-driven FPGA routers.

Samy M. Boshra, Hazem M. Abbas, Ahmed M. Darwish, Ihab E. Talkhan

Proceedings of the International Symposium on Circuits and Systems (ISCAS 2006), 2006

An FPGA Implementation of a Competitive Hopfield Neural Network for Use in Histogram Equalization.

Sherif M. Saif, Hazem M. Abbas, Salwa M. Nassar

Proceedings of the International Joint Conference on Neural Networks, 2006

Chameleon ART: a non-optimization based analog design migration framework.

Sherif Hammouda, Hazem Said, Mohamed Dessouky, Mohamed Tawfik, Quang Nguyen, Wael M. Badawy, Hazem M. Abbas, Hussein I. Shahein

Proceedings of the 43rd Design Automation Conference, 2006

Accurate Resolution of Signals Using Integer-Coded Genetic Algorithms.

Hazem M. Abbas

Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

2005

Automated vision system for localizing structural defects in textile fabrics.

Ahmed Abouelela, Hazem M. Abbas, Hesham Eldeeb, Abdelmonem A. Wahdan, Salwa M. Nassar

Pattern Recognit. Lett., 2005

An adaptive evolutionary algorithm for Volterra system identification.

Hazem M. Abbas, Mohamed M. Bayoumi

Pattern Recognit. Lett., 2005

2004

Performance of the Alex AVX-2 MIMD architecture in learning the NetTalk database.

Hazem M. Abbas

IEEE Trans. Neural Networks, 2004

Volterra system identification using adaptive genetic algorithms.

Hazem M. Abbas, Mohamed M. Bayoumi

Appl. Soft Comput., 2004

An FPGA implementation of block truncation coding for gray and color images.

Sherif M. Saif, Hazem M. Abbas, Salwa M. Nassar

Proceedings of the ACM/SIGDA 12th International Symposium on Field Programmable Gate Arrays, 2004

2003

FPGA implementation of block truncation coding algorithm for gray scale images.

Sherif M. Saif, Hazem M. Abbas, Salwa M. Nassar

Proceedings of the 2003 International Symposium on Circuits and Systems, 2003

2002

Parallel codebook design for vector quantization on a message passing MIMD architecture.

Hazem M. Abbas, Mohamed M. Bayoumi

Parallel Comput., 2002

On the use of hierarchical color moments for image indexing and retrieval.

Tamer Mostafa, Hazem M. Abbas, Abdelmonem A. Wahdan

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics, Yasmine Hammamet, Tunisia, October 6-9, 2002, 2002

2000

A statistical approach for textile fault detection.

Ahmed Abouelela, Hazem M. Abbas, Hesham Eldeeb, Salwa M. Nassar

Proceedings of the IEEE International Conference on Systems, 2000

1999

Time series analysis for ECG data compression.

Hazem M. Abbas

Proceedings of the 1999 IEEE International Conference on Acoustics, 1999

1998

Performance of a backpropagation trained feedforward network on an MIMD architecture.

Hazem M. Abbas, Mohamed M. Bayoumi

Concurr. Pract. Exp., 1998

1997

On the implementation of backpropagation on the Alex AVX-2 parallel system.

Hazem M. Abbas, Mohamed M. Bayoumi

Proceedings of International Conference on Neural Networks (ICNN'97), 1997

1994

ECG data compression via cubic-splines and scan-along polygonal approximation.

Hussein I. Shahein, Hazem M. Abbas

Signal Process., 1994

Neural networks for maximum likelihood clustering.

Hazem M. Abbas, Moustafa M. Fahmy

Signal Process., 1994

Classified vector quantization using variance classifier and maximum likelihood clustering.

Hazem M. Abbas, Moustafa M. Fahmy

Pattern Recognit. Lett., 1994