Hazem M. Abbas

Publication Activity (10 Years)

Years Active: 1994-2024
Publications (10 Years): 41

Top Topics

Visual Speech Recognition

Handwriting Recognition

Multilayer Perceptron

Top Venues

Publications

Somaya A. Aboulrous, Amany Abdelsamea, Ali A. El-Moursy, Mohamed Saad, Fadi N. Sibai, Salwa M. Nassar, Hazem M. Abbas
Parallel Deployment and Performance Analysis of a Multi-Hop Routing Protocol for 5G Backhaul Networks Using Cloud and HPC Platforms. IEEE Access 12 (2024)
Noha W. Hasan, Ali S. Saudi, Mahmoud I. Khalil, Hazem M. Abbas
A Genetic Algorithm Approach to Automate Architecture Design for Acoustic Scene Classification. IEEE Trans. Evol. Comput. 27 (2) (2023)
Islam Hisham, Mahmoud I. Khalil, Hazem M. Abbas
Multi-label Ophthalmological Disease Classification Using Vision Transformers. NILES (2023)
Eman R. AlBasiouny, Abdel-Fattah Attia Heliel, Hossam E. Abdelmunim, Hazem M. Abbas
Robust visual tracking using very deep generative model. J. Big Data 10 (1) (2023)
Rehab Shahin, Sherif M. Saif, Ali A. El-Moursy, Hazem M. Abbas, Salwa M. Nassar
Fog-ROCL: A Fog based RSU Optimum Configuration and Localization in VANETs. Pervasive Mob. Comput. 94 (2023)
Fady K. Fahmy, Hazem M. Abbas, Mahmoud I. Khalil
Boosting subjective quality of Arabic text-to-speech (TTS) using end-to-end deep architecture. Int. J. Speech Technol. 25 (1) (2022)
Mahmoud Selim, Amr Alanwar, M. Watheq El-Kharashi, Hazem M. Abbas, Karl Henrik Johansson
Safe Reinforcement Learning using Data-Driven Predictive Control. CoRR (2022)
Eman R. AlBasiouny, Abdel-Fattah Attia Heliel, Hossam E. Abdelmunim, Hazem M. Abbas
Multilayer Perceptron Generative Model via Adversarial Learning for Robust Visual Tracking. IEEE Access 10 (2022)
Mahmoud Selim, Amr Al-Anwar, M. Watheq El-Kharashi, Hazem M. Abbas, Karl Henrik Johansson
Safe Reinforcement Learning using Data-Driven Predictive Control. ICCSPA (2022)
Mohamed Awni, Mahmoud I. Khalil, Hazem M. Abbas
Offline Arabic handwritten word recognition: A transfer learning approach. J. King Saud Univ. Comput. Inf. Sci. 34 (Issue 10, Part B) (2022)
Mohamed Esam Elsaid, Hazem M. Abbas, Christoph Meinel
Virtual machines pre-copy live migration cost modeling and prediction: a survey. Distributed Parallel Databases 40 (2) (2022)
Rachel Coreau, Ian Pépin, Cameron Duffy, Hazem M. Abbas, Hossam S. Hassanein
Deep learning models and techniques for facial emotion recognition. CASCON (2021)
Amany A. Kandeel, Ahmed A. Elbery, Hazem M. Abbas, Hossam S. Hassanein
Driver Distraction Impact on Road Safety: A Data-driven Simulation Approach. GLOBECOM (2021)
Ahmed Emad, Hazem M. Abbas, Mahmoud I. Khalil
Machine Learning Models for Financial Applications. ICEEG (2021)
Taraggy M. Ghanim, Mahmoud I. Khalil, Hazem M. Abbas
Comparative Study on Deep Convolution Neural Networks DCNN-Based Offline Arabic Handwriting Recognition. IEEE Access 8 (2020)
Amany A. Kandeel, Mina Rahmanian, Farhana H. Zulkernine, Hazem M. Abbas, Hossam S. Hassanein
Facial Expression Recognition Using a Simplified Convolutional Neural Network Model. ICCSPA (2020)
Rehab Shahin, Ali A. El-Moursy, Sherif M. Saif, Hazem M. Abbas, Salwa M. Nassar
Fog Node Optimum Placement and Configuration Technique for VANETs. ICCSPA (2020)
Fady K. Fahmy, Mahmoud I. Khalil, Hazem M. Abbas
A Transfer Learning End-to-End Arabic Text-To-Speech (TTS) Deep Architecture. ANNPR (2020)
Aya Hamdy Ali, Mohamed Magdy, Maher Alfawzy, Mikhail Ghaly, Hazem M. Abbas
Arabic Speech Synthesis using Deep Neural Networks. ICCSPA (2020)
Amany A. Kandeel, Hazem M. Abbas, Hossam S. Hassanein
Explainable Model Selection of a Convolutional Neural Network for Driver's Facial Emotion Identification. ICPR Workshops (6) (2020)
Habiba Elsherbiny, Hazem M. Abbas, Hatem Abou-zeid, Hossam S. Hassanein, Aboelmagd Noureldin
4G LTE Network Throughput Modelling and Prediction. GLOBECOM (2020)
Nermin M. Salem, Hani M. K. Mahdi, Hazem M. Abbas
A Novel Face Inpainting Approach Based on Guided Deep Learning. ICCSPA (2020)
Basma Mahdy, Hazem M. Abbas, Hossam S. Hassanein, Aboelmagd Noureldin, Hatem Abou-zeid
A Clustering-Driven Approach to Predict the Traffic Load of Mobile Networks for the Analysis of Base Stations Deployment. J. Sens. Actuator Networks 9 (4) (2020)
Habiba Elsherbiny, Ahmad M. Nagib, Hatem Abou-zeid, Hazem M. Abbas, Hossam S. Hassanein, Aboelmagd Noureldin, Akram Bin Sediq, Gary Boudreau
4G LTE Network Data Collection and Analysis along Public Transportation Routes. GLOBECOM (2020)
Mohamed Esam Elsaid, Hazem M. Abbas, Christoph Meinel
Live Migration Timing Optimization for VMware Environments using Machine Learning Techniques. CLOSER (2020)
Fady K. Fahmy, Mahmoud I. Khalil, Hazem M. Abbas
A Transfer Learning End-to-End ArabicText-To-Speech (TTS) Deep Architecture. CoRR (2020)
Amr M. Zaki, Mahmoud I. Khalil, Hazem M. Abbas
Amharic Abstractive Text Summarization. CoRR (2020)
Mohamed Esam Elsaid, Mohamed Sameh, Hazem M. Abbas, Christoph Meinel
Live Migration Timing Optimization Integration with VMware Environments. CLOSER (Selected Papers) (2020)
Taha Emara, Hossam E. Abd El Munim, Hazem M. Abbas
LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation. DICTA (2019)
Ali S. Saudi, Mahmoud I. Khalil, Hazem M. Abbas
Improved features and dynamic stream weight adaption for robust Audio-Visual Speech Recognition framework. Digit. Signal Process. 89 (2019)
Taraggy M. Ghanim, Mahmoud I. Khalil, Hazem M. Abbas
Multi-stage Off-line Arabic Handwriting Recognition Approach using Advanced Cascading Technique. ICPRAM (2019)
Taha Emara, Hossam E. Abd El Munim, Hazem M. Abbas
LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation. CoRR (2019)
Mohamed Esam Elsaid, Hazem M. Abbas, Christoph Meinel
Machine Learning Approach for Live Migration Cost Prediction in VMware Environments. CLOSER (2019)
Ali S. Saudi, Mahmoud I. Khalil, Hazem M. Abbas
Improving Audio-Visual Speech Recognition Using Gabor Recurrent Neural Networks. MPRSS (2018)
Mohammad Hanafy, Mahmoud I. Khalil, Hazem M. Abbas
Combining Classical and Deep Learning Methods for Twitter Sentiment Analysis. ANNPR (2018)
Mohamed A. Radwan, Mahmoud I. Khalil, Hazem M. Abbas
Neural Networks Pipeline for Offline Machine Printed Arabic OCR. Neural Process. Lett. 48 (2) (2018)
Taraggy M. Ghanim, Mahmoud I. Khalil, Hazem M. Abbas
PHoG Features and Kullback-Leibler Divergence Based Ranking Method for Handwriting Recognition. ANNPR (2018)
Edmondo Trentin, Friedhelm Schwenker, Neamat El Gayar, Hazem M. Abbas
Off the Mainstream: Advances in Neural Networks and Machine Learning for Pattern Recognition. Neural Process. Lett. 48 (2) (2018)
Sherif M. Saif, Mohamed Dessouky, M. Watheq El-Kharashi, Hazem M. Abbas, Salwa M. Nassar
Pareto front analog layout placement using Satisfiability Modulo Theories. DATE (2016)
Sherif M. Saif, Mohamed Dessouky, M. Watheq El-Kharashi, Hazem M. Abbas, Salwa M. Nassar
A Platform for Placement of Analog Integrated Circuits Using Satisfiability Modulo Theories. J. Circuits Syst. Comput. 25 (5) (2016)
Mohamed A. Radwan, Mahmoud I. Khalil, Hazem M. Abbas
Predictive Segmentation Using Multichannel Neural Networks in Arabic OCR System. ANNPR (2016)
Yusuf I. Afifi, Mahmoud I. Khalil, Hazem M. Abbas
Fast 3D tracking and quantization of small vascular structures in 3D medical images. ICIP (2015)
Sherif M. Saif, Mohamed Dessouky, Hazem M. Abbas, M. Watheq El-Kharashi, Salwa M. Nassar
Analog layout constraints resolution and shape function generation using Satisfiability Modulo Theories. DTIS (2015)
Sherif M. Saif, Mohamed Dessouky, Salwa M. Nassar, Hazem M. Abbas, M. Watheq El-Kharashi, Mohammad Abdulaziz
Exploiting satisfiability modulo theories for analog layout automation. IDT (2014)
Hazem M. Abbas
A Decorrelation Approach for Pruning of Multilayer Perceptron Networks. ANNPR (2014)
Ahmed M. Allam, Hazem M. Abbas, M. Watheq El-Kharashi
Authenticated key exchange protocol using neural cryptography with secret boundaries. IJCNN (2013)
Eman T. Hassan, Hazem M. Abbas, Hoda K. Mohamed
Image inpainting based on image segmentation and segment classification. ICCSCE (2013)
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
BioSecure signature evaluation campaign (BSEC'2009): Evaluating online signature algorithms depending on the quality of signatures. Pattern Recognit. 45 (3) (2012)
Hesham Abdel-Ghaffar, Sherif Hammad, Hazem M. Abbas, A. Z. Badr, Ahmed Hassan
Neural Generalized Predictive Controller and internal model principle. ICAC (2011)
Ahmed M. Allam, Hazem M. Abbas
Group key exchange using neural cryptography with binary trees. CCECE (2011)
Ahmed M. Allam, Hazem M. Abbas
On the Improvement of Neural Cryptography Using Erroneous Transmitted Information With Error Prediction. IEEE Trans. Neural Networks 21 (12) (2010)
Hazem M. Abbas
Mixed-coded evolutionary algorithm for Gaussian mixture maximum likelihood clustering with model selection. GECCO (2010)
Mohamad M. Tawfick, Hazem M. Abbas, Hussein I. Shahein
Evolutionary maximum likelihood image compression. GECCO (2009)
Hazem M. Abbas
System Identification Using Optimally Designed Functional Link Networks via a Fast Orthogonal Search Technique. J. Comput. 4 (2) (2009)
Mostafa I. Khalil, Mohammed N. Moustafa, Hazem M. Abbas
Enhanced DTW based on-line signature verification. ICIP (2009)
Ahmed M. Allam, Hazem M. Abbas
Improved security of neural cryptography using don't-trust-my-partner and error prediction. IJCNN (2009)
Mohamad M. Tawfick, Hazem M. Abbas, Hussein I. Shahein
An integer-coded evolutionary approach for mixture maximum likelihood clustering. Pattern Recognit. Lett. 29 (4) (2008)
Ahmed Ismail, Yasser Dakroury, Hazem M. Abbas
A novel particle based approach for robust speech spectrum Vector Quantization. SMC (2007)
Hazem M. Abbas
A Novel Fast Orthogonal Search Method for design of functional link networks and their use in system identification. SMC (2007)
Ahmed Ismail, Yasser Dakroury, Hazem M. Abbas
A novel energy distribution comparison approach for robust speech spectrum vector quantization. INTERSPEECH (2007)
Sherif M. Saif, Hazem M. Abbas, Salwa M. Nassar, Abdelmonem A. Wahdan
An FPGA implementation of a neural optimization of block truncation coding for image/video compression. Microprocess. Microsystems 31 (8) (2007)
Ahmed Ismail, Yasser Dakroury, Hazem M. Abbas
Novel low-band phase representation for low bit-rate speech coding. INTERSPEECH (2007)
Sherif M. Saif, Hazem M. Abbas, Salwa M. Nassar
An FPGA Implementation of a Competitive Hopfield Neural Network for Use in Histogram Equalization. IJCNN (2006)
Samy M. Boshra, Hazem M. Abbas, Ahmed M. Darwish, Ihab E. Talkhan
Performance and routability improvements for routability-driven FPGA routers. ISCAS (2006)
Hazem M. Abbas, Mohamed M. Bayoumi
Volterra-system identification using adaptive real-coded genetic algorithm. IEEE Trans. Syst. Man Cybern. Part A 36 (4) (2006)
Hazem M. Abbas
Accurate Resolution of Signals Using Integer-Coded Genetic Algorithms. IEEE Congress on Evolutionary Computation (2006)
Sherif Hammouda, Hazem Said, Mohamed Dessouky, Mohamed Tawfik, Quang Nguyen, Wael M. Badawy, Hazem M. Abbas, Hussein I. Shahein
Chameleon ART: a non-optimization based analog design migration framework. DAC (2006)
Ahmed Abouelela, Hazem M. Abbas, Hesham Eldeeb, Abdelmonem A. Wahdan, Salwa M. Nassar
Automated vision system for localizing structural defects in textile fabrics. Pattern Recognit. Lett. 26 (10) (2005)
Hazem M. Abbas, Mohamed M. Bayoumi
An adaptive evolutionary algorithm for Volterra system identification. Pattern Recognit. Lett. 26 (1) (2005)
Sherif M. Saif, Hazem M. Abbas, Salwa M. Nassar
An FPGA implementation of block truncation coding for gray and color images. FPGA (2004)
Hazem M. Abbas, Mohamed M. Bayoumi
Volterra system identification using adaptive genetic algorithms. Appl. Soft Comput. 5 (1) (2004)
Hazem M. Abbas
Performance of the Alex AVX-2 MIMD architecture in learning the NetTalk database. IEEE Trans. Neural Networks 15 (2) (2004)
Sherif M. Saif, Hazem M. Abbas, Salwa M. Nassar
FPGA implementation of block truncation coding algorithm for gray scale images. ISCAS (2) (2003)
Tamer Mostafa, Hazem M. Abbas, Abdelmonem A. Wahdan
On the use of hierarchical color moments for image indexing and retrieval. SMC (2) (2002)
Hazem M. Abbas, Mohamed M. Bayoumi
Parallel codebook design for vector quantization on a message passing MIMD architecture. Parallel Comput. 28 (7-8) (2002)
Ahmed Abouelela, Hazem M. Abbas, Hesham Eldeeb, Salwa M. Nassar
A statistical approach for textile fault detection. SMC (2000)
Hazem M. Abbas
Time series analysis for ECG data compression. ICASSP (1999)
Hazem M. Abbas, Mohamed M. Bayoumi
Performance of a backpropagation trained feedforward network on an MIMD architecture. Concurr. Pract. Exp. 10 (14) (1998)
Hazem M. Abbas, Mohamed M. Bayoumi
On the implementation of backpropagation on the Alex AVX-2 parallel system. ICNN (1997)
Hussein I. Shahein, Hazem M. Abbas
ECG data compression via cubic-splines and scan-along polygonal approximation. Signal Process. 35 (3) (1994)
Hazem M. Abbas, Moustafa M. Fahmy
Neural networks for maximum likelihood clustering. Signal Process. 36 (1) (1994)
Hazem M. Abbas, Moustafa M. Fahmy
Classified vector quantization using variance classifier and maximum likelihood clustering. Pattern Recognit. Lett. 15 (1) (1994)