Nashwa El-Bendary

According to our database, Nashwa El-Bendary authored at least 73 papers between 2010 and 2024.

Collaborative distances:

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

2024

Autoregressive Feature Extraction with Topic Modeling for Aspect-based Sentiment Analysis of Arabic as a Low-resource Language.

Asmaa Hashem Sweidan, Nashwa El-Bendary, Esraa Elhariri

ACM Trans. Asian Low Resour. Lang. Inf. Process., February, 2024

2023

Multi-sensor integrated navigation/positioning systems using data fusion: From analytics-based to learning-based approaches.

Yuan Zhuang, Xiao Sun, You Li, Jianzhu Huai, Luchi Hua, Xiansheng Yang, Xiaoxiang Cao, Peng Zhang, Yue Cao, Longning Qi, Jun Yang, Nashwa El-Bendary, Naser El-Sheimy, John S. Thompson, Ruizhi Chen

Inf. Fusion, July, 2023

Scheduling and Communication Schemes for Decentralized Federated Learning.

Bahaa-Eldin Ali Abdelghany, Ana Fernández Vilas, Manuel Fernández-Veiga, Nashwa El-Bendary, Ammar M. Hassan, Walid M. Abdelmoez

CoRR, 2023

2022

Automated Pixel-Level Deep Crack Segmentation on Historical Surfaces Using U-Net Models.

Esraa Elhariri, Nashwa El-Bendary, Shereen A. Taie

Algorithms, 2022

Using Decentralized Aggregation for Federated Learning with Differential Privacy.

Hadeel Abd El-Kareem Abd El-Moaty Saleh, Ana Fernández Vilas, Manuel Fernández-Veiga, Yasser El-Sonbaty, Nashwa El-Bendary

Proceedings of the 19th ACM International Symposium on Performance Evaluation of Wireless Ad Hoc, 2022

Investigation of Local Interpretable Model-Agnostic Explanations (LIME) Framework with Multi-Dialect Arabic Text Sentiment Classification.

Mohamed Salah Awadallah, Francisco de Arriba Pérez, Enrique Costa-Montenegro, Mohamed Kholief, Nashwa El-Bendary

Proceedings of the 32nd International Conference on Computer Theory and Applications, 2022

Scheduling and Communication Schemes for Decentralized Federated Learning.

Bahaa-Elden A. Abdelghany, Manuel Fernández-Veiga, Ana Fernández Vilas, Ammar M. Hassan, Walid M. Abdelmoez, Nashwa El-Bendary

Proceedings of the 32nd International Conference on Computer Theory and Applications, 2022

Word Embeddings with Fuzzy Ontology Reasoning for Feature Learning in Aspect Sentiment Analysis.

Asmaa Hashem Sweidan, Nashwa El-Bendary, Haytham Al-Feel

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

2021

Sentence-Level Aspect-Based Sentiment Analysis for Classifying Adverse Drug Reactions (ADRs) Using Hybrid Ontology-XLNet Transfer Learning.

Asmaa Hashem Sweidan, Nashwa El-Bendary, Haytham Al-Feel

IEEE Access, 2021

Aspect-Based Sentiment Analysis in Drug Reviews Based on Hybrid Feature Learning.

Asmaa Hashem Sweidan, Nashwa El-Bendary, Haytham Al-Feel

Proceedings of the 16th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2021

Human Handover Classification using a Deep Learning Model.

Islam A Monir, Nashwa El-Bendary, Mohamed Waleed Fakhr

Proceedings of the 31st International Conference on Computer Theory and Applications, 2021

2020

A feature-fusion framework of clinical, genomics, and histopathological data for METABRIC breast cancer subtype classification.

Ala'a El-Nabawy, Nashwa El-Bendary, Nahla A. Belal

Appl. Soft Comput., 2020

Using Hybrid Filter-Wrapper Feature Selection With Multi-Objective Improved-Salp Optimization for Crack Severity Recognition.

Esraa Elhariri, Nashwa El-Bendary, Shereen A. Taie

IEEE Access, 2020

2019

Performance Analysis of Using Feature Fusion for Crack Detection in Images of Historical Buildings.

Esraa Elhariri, Nashwa El-Bendary, Shereen A. Taie

Proceedings of the 11th International Conference on Management of Digital EcoSystems, 2019

Gap-Filling of Missing Weather Conditions Data Using Support Vector Regression Method.

Heba Osman, Nashwa El-Bendary, Essam El Fakharany

Proceedings of the Intelligent Systems Design and Applications, 2019

Hand-Crafted and Learned Features Fusion for Predicting Freezing of Gait Events in Patients with Parkinson's Disease.

Hadeer El-ziaat, Nashwa El-Bendary, Ramadan Moawad

Proceedings of the Intelligent Systems Design and Applications, 2019

2018

Emerging Technologies: IoT, Big Data, and CPS with Sensory Systems.

Qing Tan, Nashwa El-Bendary, Magdy A. Bayoumi, Xiaokun Zhang, Javier Sedano, José Ramón Villar

J. Sensors, 2018

2017

Breast Cancer Subtype Classification using Clinical and Gene Expression Integration.

Ala'a El-Nabawy, Nahla A. Belal, Nashwa El-Bendary

Proceedings of the 27th International Conference on Computer Theory and Applications, 2017

2016

Hybrid-biomarker case-based reasoning system for water pollution assessment in Abou Hammad Sharkia, Egypt.

Aboul Ella Hassanien, Nashwa El-Bendary, Asmaa Hashem Sweidan, Abd El-karim Mohamed, Osman Mohammed Hegazy

Appl. Soft Comput., 2016

Multi-Objective Cuckoo Search Optimization for Dimensionality Reduction.

Waleed Yamany, Nashwa El-Bendary, Aboul Ella Hassanien, Eid Emary

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Cultivation-time Recommender System Based on Climatic Conditions for Newly Reclaimed Lands in Egypt.

Nashwa El-Bendary, Esraa Elhariri, Maryam Hazman, Samir Mahmoud Saleh, Aboul Ella Hassanien

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 20th International Conference KES-2016, 2016

Bio-inspired optimization for feature set dimensionality reduction.

Esraa Elhariri, Nashwa El-Bendary, Aboul Ella Hassanien

Proceedings of the 3rd International Conference on Advances in Computational Tools for Engineering Applications, 2016

2015

Brain Computer Interface: A Review.

Mohamed Mostafa M. Fouad, Khalid Mohamed Amin, Nashwa El-Bendary, Aboul Ella Hassanien

Proceedings of the Brain-Computer Interfaces - Current Trends and Applications, 2015

Using machine learning techniques for evaluating tomato ripeness.

Nashwa El-Bendary, Esraa El Hariri, Aboul Ella Hassanien, Amr Badr

Expert Syst. Appl., 2015

Water quality classification approach based on bio-inspired Gray Wolf Optimization.

Asmaa Hashem Sweidan, Nashwa El-Bendary, Aboul Ella Hassanien, Osman Mohammed Hegazy, Abd El-karim Mohamed

Proceedings of the 7th International Conference of Soft Computing and Pattern Recognition, 2015

Grey wolf optimization for one-against-one multi-class support vector machines.

Esraa Elhariri, Nashwa El-Bendary, Aboul Ella Hassanien, Ajith Abraham

Proceedings of the 7th International Conference of Soft Computing and Pattern Recognition, 2015

Biomarker-Based Water Pollution Assessment System Using Case-Based Reasoning.

Asmaa Hashem Sweidan, Nashwa El-Bendary, Osman Mohammed Hegazy, Aboul Ella Hassanien

Proceedings of the Intelligent Data Analysis and Applications, 2015

Machine Learning-Based Measurement System for Spinal Cord Injuries Rehabilitation Length of Stay.

Rehab Mahmoud, Nashwa El-Bendary, Hoda M. O. Mokhtar, Aboul Ella Hassanien, Hala A. Shaheen

Proceedings of the Intelligent Data Analysis and Applications, 2015

Grey Wolf Optimizer and Case-Based Reasoning Model for Water Quality Assessment.

Asmaa Hashem Sweidan, Nashwa El-Bendary, Aboul Ella Hassanien, Osman Mohammed Hegazy, Abd El-karim Mohamed

Proceedings of the 1st International Conference on Advanced Intelligent System and Informatics, 2015

Machine Learning Based Classification Approach for Predicting Students Performance in Blended Learning.

Celia González Nespereira, Esraa Elhariri, Nashwa El-Bendary, Ana Fernández Vilas, Rebeca P. Díaz Redondo

Proceedings of the 1st International Conference on Advanced Intelligent System and Informatics, 2015

Similarity Measures Based Recommender System for Rehabilitation of People with Disabilities.

Rehab Mahmoud, Nashwa El-Bendary, Hoda M. O. Mokhtar, Aboul Ella Hassanien

Proceedings of the 1st International Conference on Advanced Intelligent System and Informatics, 2015

A Hybrid Classification Model for EMG Signals Using Grey Wolf Optimizer and SVMs.

Esraa Elhariri, Nashwa El-Bendary, Aboul Ella Hassanien

Proceedings of the 1st International Conference on Advanced Intelligent System and Informatics, 2015

2014

Ant Colony based Feature Selection Heuristics for Retinal Vessel Segmentation.

Ahmed H. Asad, Ahmad Taher Azar, Nashwa El-Bendary, Aboul Ella Hassanien

CoRR, 2014

Automatic image annotation approach based on optimization of classes scores.

Nashwa El-Bendary, Tai-Hoon Kim, Aboul Ella Hassanien, Mohamed Sami

Computing, 2014

SVM-Based Detection of Tomato Leaves Diseases.

Usama Mokhtar, Nashwa El-Bendary, Aboul Ella Hassenian, Eid Emary, Mahmoud A. Mahmoud, Hesham A. Hefny, Mohamed F. Tolba

Proceedings of the Intelligent Systems'2014, 2014

RoadMonitor: An Intelligent Road Surface Condition Monitoring System.

Adham Mohamed, Mohamed Mostafa M. Fouad, Esraa Elhariri, Nashwa El-Bendary, Hossam M. Zawbaa, Mohamed Tahoun, Aboul Ella Hassanien

Proceedings of the Intelligent Systems'2014, 2014

Climate Recommender System for Wheat Cultivation in North Egyptian Sinai Peninsula.

Mohamed Abdel Salam, Mahmood A. Mahmood, Yasser Mahmoud Awad, Maryam Hazman, Nashwa El-Bendary, Aboul Ella Hassanien, Mohamed F. Tolba, Samir Mahmoud Saleh

Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014

Random Forests Based Classification for Crops Ripeness Stages.

Esraa Elhariri, Nashwa El-Bendary, Aboul Ella Hassanien, Amr Badr, Ahmed M. M. Hussein, Václav Snásel

Proceedings of the Fifth International Conference on Innovations in Bio-Inspired Computing and Applications, 2014

Fall detection system of elderly people based on integral image and histogram of oriented gradient feature.

Mai Nadi, Nashwa El-Bendary, Hamdi A. Mahmoud, Aboul Ella Hassanien

Proceedings of the 14th International Conference on Hybrid Intelligent Systems, 2014

2013

Elderly Healthcare Data Protection Application for Ambient Assisted Living.

Qing Tan, Nashwa El-Bendary, Frédérique C. Pivot, Anthony Lam

Proceedings of the Advances in Security of Information and Communication Networks, 2013

Mutagenicity Analysis Based on Rough Set Theory and Formal Concept Analysis.

Mostafa A. Salama, Mohamed Mostafa M. Fouad, Nashwa El-Bendary, Aboul Ella Otifey Hassanien

Proceedings of the Recent Advances in Intelligent Informatics, 2013

Classification Approach Based on Rough Mereology.

Mahmood A. Mahmood, Nashwa El-Bendary, Aboul Ella Hassanien, Hesham A. Hefny

Proceedings of the Recent Advances in Intelligent Informatics, 2013

Rough Power Set Tree for Feature Selection and Classification: Case Study on MRI Brain Tumor.

Waleed Yamany, Nashwa El-Bendary, Hossam M. Zawbaa, Aboul Ella Hassanien, Václav Snásel

Proceedings of the Innovations in Bio-inspired Computing and Applications, 2013

An Intelligent Multi-agent Recommender System.

Mahmood A. Mahmood, Nashwa El-Bendary, Jan Platos, Aboul Ella Hassanien, Hesham A. Hefny

Proceedings of the Innovations in Bio-inspired Computing and Applications, 2013

Multi-class SVM Based Classification Approach for Tomato Ripeness.

Esraa Elhariri, Nashwa El-Bendary, Mohamed Mostafa M. Fouad, Jan Platos, Aboul Ella Hassanien, Ahmed M. M. Hussein

Proceedings of the Innovations in Bio-inspired Computing and Applications, 2013

Principal Component Analysis Neural Network Hybrid Classification Approach for Galaxies Images.

Mohamed Abd Elfattah, Nashwa El-Bendary, Mohamed Abu ElSoud, Jan Platos, Aboul Ella Hassanien

Proceedings of the Innovations in Bio-inspired Computing and Applications, 2013

An intelligent recommender system for drinking water quality.

Samar Mahmoud, Nashwa El-Bendary, Mahmood A. Mahmood, Aboul Ella Hassanien

Proceedings of the 13th International Conference on Hybrid Intelligent Systems, 2013

Automatic Nile Tilapia fish classification approach using machine learning techniques.

Mohamed Mostafa M. Fouad, Hossam M. Zawbaa, Nashwa El-Bendary, Aboul Ella Hassanien

Proceedings of the 13th International Conference on Hybrid Intelligent Systems, 2013

An intelligent approach for galaxies images classification.

Mohamed Abd Elfattah, Nashwa El-Bendary, Mohamed Abu ElSoud, Aboul Ella Hassanien, Mohamed Fahmy Tolba

Proceedings of the 13th International Conference on Hybrid Intelligent Systems, 2013

Decision support system for customer churn reduction approach.

Soumya Banerjee, Nashwa El-Bendary, Aboul Ella Hassanien, Mohamed Fahmy Tolba

Proceedings of the 13th International Conference on Hybrid Intelligent Systems, 2013

Recommender system for ground-level Ozone predictions in Kuwait.

Mahmood A. Mahmood, Eiman Tamah Al-Shammari, Nashwa El-Bendary, Aboul Ella Hassanien, Hesham A. Hefny

Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

Cardiac disorders detection approach based on local transfer function classifier.

Ahmed Hamdy, Nashwa El-Bendary, Ashraf Khodeir, Mohamed Mostafa M. Fouad, Aboul Ella Hassanien, Hesham A. Hefny

Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

Automatic computer aided segmentation for liver and hepatic lesions using hybrid segmentations techniques.

Ahmed M. Anter, Ahmad Taher Azar, Aboul Ella Hassanien, Mohamed Abu ElSoud, Nashwa El-Bendary

Proceedings of the 2013 Federated Conference on Computer Science and Information Systems, 2013

2012

Evaluating the effects of K-means clustering approach on medical images.

Hossam M. Moftah, Walaa H. Elmasry, Nashwa El-Bendary, Aboul Ella Hassanien, Kazumi Nakamatsu

Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

Multi-class image annotation approach using particle swarm optimization.

Mohamed Sami, Nashwa El-Bendary, Aboul Ella Hassanien

Proceedings of the 12th International Conference on Hybrid Intelligent Systems, 2012

Performance evaluation of computed tomography liver image segmentation approaches.

Walaa H. Elmasry, Hossam M. Moftah, Nashwa El-Bendary, Aboul Ella Hassanien

Proceedings of the 12th International Conference on Hybrid Intelligent Systems, 2012

Using Particle Swarm Optimization for Image Regions Annotation.

Mohamed Sami, Nashwa El-Bendary, Tai-Hoon Kim, Aboul Ella Hassanien

Proceedings of the Future Generation Information Technology - 4th International Conference, 2012

Incorporating Random Forest Trees with Particle Swarm Optimization for Automatic Image Annotation.

Mohamed Sami, Nashwa El-Bendary, Aboul Ella Hassanien

Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

Graph Partitioning based Automatic Segmentation Approach for CT Scan Liver Images.

Walaa H. Elmasry, Nashwa El-Bendary, Aboul Ella Hassanien

Proceedings of the Federated Conference on Computer Science and Information Systems, 2012

2011

PCA-based home videos annotation system.

Nashwa El-Bendary, Hossam M. Zawbaa, Aboul Ella Hassanien, Václav Snásel

Int. J. Reason. based Intell. Syst., 2011

A Rough Clustering Algorithm Based on Entropy Information.

Omar S. Soliman, Aboul Ella Hassanien, Nashwa El-Bendary

Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

Contrast Enhancement of Breast MRI Images Based on Fuzzy Type-II.

Aboul Ella Hassanien, Omar S. Soliman, Nashwa El-Bendary

Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

ARIAS: Automated Retinal Image Analysis System.

Nashwa El-Bendary, Aboul Ella Hassanien, Emilio Corchado, Robert C. Berwick

Proceedings of the Soft Computing Models in Industrial and Environmental Applications, 2011

A Model-Based Decision Support Tool Using Fuzzy Optimization for Climate Change.

Omar S. Soliman, Aboul Ella Hassanien, Neveen I. Ghali, Nashwa El-Bendary, Ruhul A. Sarker

Proceedings of the Rough Sets and Knowledge Technology - 6th International Conference, 2011

SVM-based soccer video summarization system.

Hossam M. Zawbaa, Nashwa El-Bendary, Aboul Ella Hassanien, Ajith Abraham

Proceedings of the Third World Congress on Nature & Biologically Inspired Computing, 2011

Exploring wiki: measuring the quality of social media using ant colony metaphor.

Soumya Banerjee, Nashwa El-Bendary, Hameed Al-Qaheri

Proceedings of the MEDES '11: International ACM Conference on Management of Emergent Digital EcoSystems, 2011

Breast Cancer Detection and Classification Using Support Vector Machines and Pulse Coupled Neural Network.

Aboul Ella Hassanien, Nashwa El-Bendary, Milos Kudelka, Václav Snásel

Proceedings of the Third International Conference on Intelligent Human Computer Interaction (IHCI 2011), 2011

Machine Learning-Based Soccer Video Summarization System.

Hossam M. Zawbaa, Nashwa El-Bendary, Aboul Ella Hassanien, Tai-Hoon Kim

Proceedings of the Multimedia, Computer Graphics and Broadcasting, 2011

Interval based attribute evaluation algorithm.

Mostafa A. Salama, Nashwa El-Bendary, Aboul Ella Hassanien, Kenneth Revett, Aly A. Fahmy

Proceedings of the Federated Conference on Computer Science and Information Systems, 2011

E-Contract Securing System Using Digital Signature Approach.

Nashwa El-Bendary, Václav Snásel, Ghada Adam, Fatma Mansour, Neveen I. Ghali, Omar S. Soliman, Aboul Ella Hassanien

Proceedings of the Advanced Communication and Networking, 2011

2010

HSAS: Heart Sound Authentication System.

Nashwa El-Bendary, Hameed Al-Qaheri, Hossam M. Zawbaa, Mohamed Hamed, Aboul Ella Hassanien, Qiangfu Zhao, Ajith Abraham

Proceedings of the Second World Congress on Nature & Biologically Inspired Computing, 2010

Semi-automatic annotation system for home videos.

Hossam M. Zawbaa, Nashwa El-Bendary, Aboul Ella Hassanien, Václav Snásel

Proceedings of the 10th International Conference on Intelligent Systems Design and Applications, 2010

ArSLAT: Arabic Sign Language Alphabets Translator.

Nashwa El-Bendary, Hossam M. Zawbaa, Mahmoud S. Daoud, Aboul Ella Hassanien, Kazumi Nakamatsu

Proceedings of the 2010 International Conference on Computer Information Systems and Industrial Management Applications, 2010