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ORCIDHazem M. Abbas
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2020 – today
- 2024
[j29]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: 16696-16714 (2024)- 2023
- [j28]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): 3 (2023) - [j27]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: 101807 (2023) - [j26]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): 222-236 (2023) - [c49]Islam Hisham, Mahmoud I. Khalil, Hazem M. Abbas:
Multi-label Ophthalmological Disease Classification Using Vision Transformers. NILES 2023: 279-284 - 2022
- [j25]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: 121230-121248 (2022) - [j24]Mohamed Esam Elsaid, Hazem M. Abbas, Christoph Meinel:
Virtual machines pre-copy live migration cost modeling and prediction: a survey. Distributed Parallel Databases 40(2-3): 441-474 (2022) - [j23]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): 79-88 (2022) - [j22]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(10 Part B): 9654-9661 (2022) - [c48]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: 1-6 - [i4]Mahmoud Selim, Amr Alanwar, M. Watheq El-Kharashi, Hazem M. Abbas, Karl Henrik Johansson:
Safe Reinforcement Learning using Data-Driven Predictive Control. CoRR abs/2211.11027 (2022) - 2021
- [c47]Rachel Coreau, Ian Pépin, Cameron Duffy, Hazem M. Abbas, Hossam S. Hassanein:
Deep learning models and techniques for facial emotion recognition. CASCON 2021: 14-22 - [c46]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: 1-6 - [c45]Ahmed Emad, Hazem M. Abbas, Mahmoud I. Khalil:
Machine Learning Models for Financial Applications. ICEEG 2021: 85-90 - 2020
- [j21]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: 95465-95482 (2020) - [j20]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): 53 (2020) - [c44]Fady K. Fahmy, Mahmoud I. Khalil, Hazem M. Abbas:
A Transfer Learning End-to-End Arabic Text-To-Speech (TTS) Deep Architecture. ANNPR 2020: 266-277 - [c43]Mohamed Esam Elsaid, Hazem M. Abbas, Christoph Meinel:
Live Migration Timing Optimization for VMware Environments using Machine Learning Techniques. CLOSER 2020: 91-102 - [c42]Mohamed Esam Elsaid, Mohamed Sameh, Hazem M. Abbas, Christoph Meinel:
Live Migration Timing Optimization Integration with VMware Environments. CLOSER (Selected Papers) 2020: 133-152 - [c41]Habiba Elsherbiny, Hazem M. Abbas, Hatem Abou-zeid, Hossam S. Hassanein, Aboelmagd Noureldin:
4G LTE Network Throughput Modelling and Prediction. GLOBECOM 2020: 1-6 - [c40]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: 1-6 - [c39]Aya Hamdy Ali, Mohamed Magdy, Maher Alfawzy, Mikhail Ghaly, Hazem M. Abbas:
Arabic Speech Synthesis using Deep Neural Networks. ICCSPA 2020: 1-6 - [c38]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: 1-6 - [c37]Nermin M. Salem, Hani M. K. Mahdi, Hazem M. Abbas:
A Novel Face Inpainting Approach Based on Guided Deep Learning. ICCSPA 2020: 1-6 - [c36]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: 1-6 - [c35]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: 699-713 - [i3]Amr M. Zaki, Mahmoud I. Khalil, Hazem M. Abbas:
Amharic Abstractive Text Summarization. CoRR abs/2003.13721 (2020) - [i2]Fady K. Fahmy, Mahmoud I. Khalil, Hazem M. Abbas:
A Transfer Learning End-to-End ArabicText-To-Speech (TTS) Deep Architecture. CoRR abs/2007.11541 (2020)
2010 – 2019
- 2019
- [j19]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: 17-29 (2019) - [c34]Mohamed Esam Elsaid, Hazem M. Abbas, Christoph Meinel:
Machine Learning Approach for Live Migration Cost Prediction in VMware Environments. CLOSER 2019: 456-463 - [c33]Taha Emara, Hossam E. Abd El Munim, Hazem M. Abbas:
LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation. DICTA 2019: 1-7 - [c32]Taraggy M. Ghanim, Mahmoud I. Khalil, Hazem M. Abbas:
Multi-stage Off-line Arabic Handwriting Recognition Approach using Advanced Cascading Technique. ICPRAM 2019: 532-539 - [i1]Taha Emara, Hossam E. Abd El Munim, Hazem M. Abbas:
LiteSeg: A Novel Lightweight ConvNet for Semantic Segmentation. CoRR abs/1912.06683 (2019) - 2018
- [j18]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): 643-648 (2018) - [j17]Mohamed A. Radwan, Mahmoud I. Khalil, Hazem M. Abbas:
Neural Networks Pipeline for Offline Machine Printed Arabic OCR. Neural Process. Lett. 48(2): 769-787 (2018) - [c31]Mohammad Hanafy, Mahmoud I. Khalil, Hazem M. Abbas:
Combining Classical and Deep Learning Methods for Twitter Sentiment Analysis. ANNPR 2018: 281-292 - [c30]Taraggy M. Ghanim, Mahmoud I. Khalil, Hazem M. Abbas:
PHoG Features and Kullback-Leibler Divergence Based Ranking Method for Handwriting Recognition. ANNPR 2018: 293-305 - [c29]Ali S. Saudi, Mahmoud I. Khalil, Hazem M. Abbas:
Improving Audio-Visual Speech Recognition Using Gabor Recurrent Neural Networks. MPRSS 2018: 71-83 - 2016
- [j16]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): 1650047:1-1650047:31 (2016) - [c28]Mohamed A. Radwan, Mahmoud I. Khalil, Hazem M. Abbas:
Predictive Segmentation Using Multichannel Neural Networks in Arabic OCR System. ANNPR 2016: 233-245 - [c27]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: 1411-1416 - [e1]Friedhelm Schwenker, Hazem M. Abbas, Neamat El Gayar, Edmondo Trentin:
Artificial Neural Networks in Pattern Recognition - 7th IAPR TC3 Workshop, ANNPR 2016, Ulm, Germany, September 28-30, 2016, Proceedings. Lecture Notes in Computer Science 9896, Springer 2016, ISBN 978-3-319-46181-6 [contents] - 2015
- [c26]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: 1-6 - [c25]Yusuf I. Afifi, Mahmoud I. Khalil, Hazem M. Abbas:
Fast 3D tracking and quantization of small vascular structures in 3D medical images. ICIP 2015: 877-881 - 2014
- [c24]Hazem M. Abbas:
A Decorrelation Approach for Pruning of Multilayer Perceptron Networks. ANNPR 2014: 12-22 - [c23]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: 1-6 - 2013
- [c22]Eman T. Hassan, Hazem M. Abbas, Hoda K. Mohamed:
Image inpainting based on image segmentation and segment classification. ICCSCE 2013: 28-33 - [c21]Ahmed M. Allam, Hazem M. Abbas, M. Watheq El-Kharashi:
Authenticated key exchange protocol using neural cryptography with secret boundaries. IJCNN 2013: 1-8 - 2012
- [j15]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): 993-1003 (2012) - 2011
- [c20]Ahmed M. Allam, Hazem M. Abbas:
Group key exchange using neural cryptography with binary trees. CCECE 2011: 783-786 - [c19]Hesham Abdel-Ghaffar, Sherif Hammad, Hazem M. Abbas, A. Z. Badr, Ahmed Hassan:
Neural Generalized Predictive Controller and internal model principle. ICAC 2011: 110-115 - 2010
- [j14]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): 1915-1924 (2010) - [c18]Hazem M. Abbas:
Mixed-coded evolutionary algorithm for Gaussian mixture maximum likelihood clustering with model selection. GECCO 2010: 825-826
2000 – 2009
- 2009
- [j13]Hazem M. Abbas:
System Identification Using Optimally Designed Functional Link Networks via a Fast Orthogonal Search Technique. J. Comput. 4(2): 147-153 (2009) - [c17]Mohamad M. Tawfick, Hazem M. Abbas, Hussein I. Shahein:
Evolutionary maximum likelihood image compression. GECCO 2009: 1937-1938 - [c16]Mostafa I. Khalil, Mohammed N. Moustafa, Hazem M. Abbas:
Enhanced DTW based on-line signature verification. ICIP 2009: 2713-2716 - [c15]Ahmed M. Allam, Hazem M. Abbas:
Improved security of neural cryptography using don't-trust-my-partner and error prediction. IJCNN 2009: 121-127 - 2008
- [j12]Mohamad M. Tawfick, Hazem M. Abbas, Hussein I. Shahein:
An integer-coded evolutionary approach for mixture maximum likelihood clustering. Pattern Recognit. Lett. 29(4): 515-524 (2008) - 2007
- [j11]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): 477-486 (2007) - [c14]Ahmed Ismail, Yasser Dakroury, Hazem M. Abbas:
A novel energy distribution comparison approach for robust speech spectrum vector quantization. INTERSPEECH 2007: 1665-1668 - [c13]Ahmed Ismail, Yasser Dakroury, Hazem M. Abbas:
Novel low-band phase representation for low bit-rate speech coding. INTERSPEECH 2007: 1669-1672 - [c12]Ahmed Ismail, Yasser Dakroury, Hazem M. Abbas:
A novel particle based approach for robust speech spectrum Vector Quantization. SMC 2007: 1077-1082 - [c11]Hazem M. Abbas:
A Novel Fast Orthogonal Search Method for design of functional link networks and their use in system identification. SMC 2007: 2743-2747 - 2006
- [j10]Hazem M. Abbas, Mohamed M. Bayoumi:
Volterra-system identification using adaptive real-coded genetic algorithm. IEEE Trans. Syst. Man Cybern. Part A 36(4): 671-684 (2006) - [c10]Hazem M. Abbas:
Accurate Resolution of Signals Using Integer-Coded Genetic Algorithms. IEEE Congress on Evolutionary Computation 2006: 2888-2895 - [c9]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: 885-888 - [c8]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: 2815-2822 - [c7]Samy M. Boshra, Hazem M. Abbas, Ahmed M. Darwish, Ihab E. Talkhan:
Performance and routability improvements for routability-driven FPGA routers. ISCAS 2006 - 2005
- [j9]Hazem M. Abbas, Mohamed M. Bayoumi:
An adaptive evolutionary algorithm for Volterra system identification. Pattern Recognit. Lett. 26(1): 109-119 (2005) - [j8]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): 1435-1443 (2005) - 2004
- [j7]Hazem M. Abbas, Mohamed M. Bayoumi:
Volterra system identification using adaptive genetic algorithms. Appl. Soft Comput. 5(1): 75-86 (2004) - [j6]Hazem M. Abbas:
Performance of the Alex AVX-2 MIMD architecture in learning the NetTalk database. IEEE Trans. Neural Networks 15(2): 505-514 (2004) - [c6]Sherif M. Saif, Hazem M. Abbas, Salwa M. Nassar:
An FPGA implementation of block truncation coding for gray and color images. FPGA 2004: 245 - 2003
- [c5]Sherif M. Saif, Hazem M. Abbas, Salwa M. Nassar:
FPGA implementation of block truncation coding algorithm for gray scale images. ISCAS (2) 2003: 448-451 - 2002
- [j5]Hazem M. Abbas, Mohamed M. Bayoumi:
Parallel codebook design for vector quantization on a message passing MIMD architecture. Parallel Comput. 28(7-8): 1079-1093 (2002) - [c4]Tamer Mostafa, Hazem M. Abbas, Abdelmonem A. Wahdan:
On the use of hierarchical color moments for image indexing and retrieval. SMC (2) 2002: 6 - 2000
- [c3]Ahmed Abouelela, Hazem M. Abbas, Hesham Eldeeb, Salwa M. Nassar:
A statistical approach for textile fault detection. SMC 2000: 2857-2862
1990 – 1999
- 1999
- [c2]Hazem M. Abbas:
Time series analysis for ECG data compression. ICASSP 1999: 1537-1540 - 1998
- [j4]Hazem M. Abbas, Mohamed M. Bayoumi:
Performance of a backpropagation trained feedforward network on an MIMD architecture. Concurr. Pract. Exp. 10(14): 1223-1234 (1998) - 1997
- [c1]Hazem M. Abbas, Mohamed M. Bayoumi:
On the implementation of backpropagation on the Alex AVX-2 parallel system. ICNN 1997: 1009-1013 - 1994
- [j3]Hazem M. Abbas, Moustafa M. Fahmy:
Classified vector quantization using variance classifier and maximum likelihood clustering. Pattern Recognit. Lett. 15(1): 49-55 (1994) - [j2]Hussein I. Shahein, Hazem M. Abbas:
ECG data compression via cubic-splines and scan-along polygonal approximation. Signal Process. 35(3): 269-283 (1994) - [j1]Hazem M. Abbas, Moustafa M. Fahmy:
Neural networks for maximum likelihood clustering. Signal Process. 36(1): 111-126 (1994)
Coauthor Index
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