Nashwa El-Bendary

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 31

Top Topics

Sentiment Analysis

Wrapper Feature Selection

Adverse Drug Reaction

Top Venues

Publications

Asmaa Hashem Sweidan, Nashwa El-Bendary, Esraa Elhariri
Autoregressive Feature Extraction with Topic Modeling for Aspect-based Sentiment Analysis of Arabic as a Low-resource Language. ACM Trans. Asian Low Resour. Lang. Inf. Process. 23 (2) (2024)
Bahaa-Eldin Ali Abdelghany, Ana Fernández Vilas, Manuel Fernández-Veiga, Nashwa El-Bendary, Ammar M. Hassan, Walid M. Abdelmoez
Scheduling and Communication Schemes for Decentralized Federated Learning. CoRR (2023)
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
Multi-sensor integrated navigation/positioning systems using data fusion: From analytics-based to learning-based approaches. Inf. Fusion 95 (2023)
Asmaa Hashem Sweidan, Nashwa El-Bendary, Haytham Al-Feel
Word Embeddings with Fuzzy Ontology Reasoning for Feature Learning in Aspect Sentiment Analysis. ICANN (2) (2022)
Hadeel Abd El-Kareem Abd El-Moaty Saleh, Ana Fernández Vilas, Manuel Fernández-Veiga, Yasser El-Sonbaty, Nashwa El-Bendary
Using Decentralized Aggregation for Federated Learning with Differential Privacy. PE-WASUN (2022)
Bahaa-Elden A. Abdelghany, Manuel Fernández-Veiga, Ana Fernández Vilas, Ammar M. Hassan, Walid M. Abdelmoez, Nashwa El-Bendary
Scheduling and Communication Schemes for Decentralized Federated Learning. ICCTA (2022)
Mohamed Salah Awadallah, Francisco de Arriba-Pérez, Enrique Costa-Montenegro, Mohamed Kholief, Nashwa El-Bendary
Investigation of Local Interpretable Model-Agnostic Explanations (LIME) Framework with Multi-Dialect Arabic Text Sentiment Classification. ICCTA (2022)
Esraa Elhariri, Nashwa El-Bendary, Shereen A. Taie
Automated Pixel-Level Deep Crack Segmentation on Historical Surfaces Using U-Net Models. Algorithms 15 (8) (2022)
Asmaa Hashem Sweidan, Nashwa El-Bendary, Haytham Al-Feel
Aspect-Based Sentiment Analysis in Drug Reviews Based on Hybrid Feature Learning. SOCO (2021)
Islam A Monir, Nashwa El-Bendary, Mohamed Waleed Fakhr
Human Handover Classification using a Deep Learning Model. ICCTA (2021)
Asmaa Hashem Sweidan, Nashwa El-Bendary, Haytham Al-Feel
Sentence-Level Aspect-Based Sentiment Analysis for Classifying Adverse Drug Reactions (ADRs) Using Hybrid Ontology-XLNet Transfer Learning. IEEE Access 9 (2021)
Ala'a El-Nabawy, Nashwa El-Bendary, Nahla A. Belal
A feature-fusion framework of clinical, genomics, and histopathological data for METABRIC breast cancer subtype classification. Appl. Soft Comput. 91 (2020)
Esraa Elhariri, Nashwa El-Bendary, Shereen A. Taie
Using Hybrid Filter-Wrapper Feature Selection With Multi-Objective Improved-Salp Optimization for Crack Severity Recognition. IEEE Access 8 (2020)
Heba Osman, Nashwa El-Bendary, Essam El Fakharany
Gap-Filling of Missing Weather Conditions Data Using Support Vector Regression Method. ISDA (2019)
Esraa Elhariri, Nashwa El-Bendary, Shereen A. Taie
Performance Analysis of Using Feature Fusion for Crack Detection in Images of Historical Buildings. MEDES (2019)
Hadeer El-ziaat, Nashwa El-Bendary, Ramadan Moawad
Hand-Crafted and Learned Features Fusion for Predicting Freezing of Gait Events in Patients with Parkinson's Disease. ISDA (2019)
Qing Tan, Nashwa El-Bendary, Magdy A. Bayoumi, Xiaokun Zhang, Javier Sedano, José Ramón Villar
Emerging Technologies: IoT, Big Data, and CPS with Sensory Systems. J. Sensors 2018 (2018)
Ala'a El-Nabawy, Nahla A. Belal, Nashwa El-Bendary
Breast Cancer Subtype Classification using Clinical and Gene Expression Integration. ICCTA (2017)
Waleed Yamany, Nashwa El-Bendary, Aboul Ella Hassanien, Eid Emary
Multi-Objective Cuckoo Search Optimization for Dimensionality Reduction. KES (2016)
Nashwa El-Bendary, Esraa Elhariri, Maryam Hazman, Samir Mahmoud Saleh, Aboul Ella Hassanien
Cultivation-time Recommender System Based on Climatic Conditions for Newly Reclaimed Lands in Egypt. KES (2016)
Aboul Ella Hassanien, Nashwa El-Bendary, Asmaa Hashem Sweidan, Abd El-karim Mohamed, Osman Mohammed Hegazy
Hybrid-biomarker case-based reasoning system for water pollution assessment in Abou Hammad Sharkia, Egypt. Appl. Soft Comput. 46 (2016)
Esraa Elhariri, Nashwa El-Bendary, Aboul Ella Hassanien
Bio-inspired optimization for feature set dimensionality reduction. ACTEA (2016)
Celia González Nespereira, Esraa Elhariri, Nashwa El-Bendary, Ana Fernández Vilas, Rebeca P. Díaz Redondo
Machine Learning Based Classification Approach for Predicting Students Performance in Blended Learning. AISI (2015)
Asmaa Hashem Sweidan, Nashwa El-Bendary, Osman Mohammed Hegazy, Aboul Ella Hassanien
Biomarker-Based Water Pollution Assessment System Using Case-Based Reasoning. ECC (2015)
Rehab Mahmoud, Nashwa El-Bendary, Hoda M. O. Mokhtar, Aboul Ella Hassanien, Hala A. Shaheen
Machine Learning-Based Measurement System for Spinal Cord Injuries Rehabilitation Length of Stay. ECC (2015)
Asmaa Hashem Sweidan, Nashwa El-Bendary, Aboul Ella Hassanien, Osman Mohammed Hegazy, Abd El-karim Mohamed
Water quality classification approach based on bio-inspired Gray Wolf Optimization. SoCPaR (2015)
Nashwa El-Bendary, Esraa El Hariri, Aboul Ella Hassanien, Amr Badr
Using machine learning techniques for evaluating tomato ripeness. Expert Syst. Appl. 42 (4) (2015)
Rehab Mahmoud, Nashwa El-Bendary, Hoda M. O. Mokhtar, Aboul Ella Hassanien
Similarity Measures Based Recommender System for Rehabilitation of People with Disabilities. AISI (2015)
Asmaa Hashem Sweidan, Nashwa El-Bendary, Aboul Ella Hassanien, Osman Mohammed Hegazy, Abd El-karim Mohamed
Grey Wolf Optimizer and Case-Based Reasoning Model for Water Quality Assessment. AISI (2015)
Esraa Elhariri, Nashwa El-Bendary, Aboul Ella Hassanien, Ajith Abraham
Grey wolf optimization for one-against-one multi-class support vector machines. SoCPaR (2015)
Esraa Elhariri, Nashwa El-Bendary, Aboul Ella Hassanien
A Hybrid Classification Model for EMG Signals Using Grey Wolf Optimizer and SVMs. AISI (2015)
Mai Nadi, Nashwa El-Bendary, Hamdi A. Mahmoud, Aboul Ella Hassanien
Fall detection system of elderly people based on integral image and histogram of oriented gradient feature. HIS (2014)
Adham Mohamed, Mohamed Mostafa M. Fouad, Esraa Elhariri, Nashwa El-Bendary, Hossam M. Zawbaa, Mohamed Tahoun, Aboul Ella Hassanien
RoadMonitor: An Intelligent Road Surface Condition Monitoring System. IEEE Conf. on Intelligent Systems (2) (2014)
Usama Mokhtar, Nashwa El-Bendary, Aboul Ella Hassenian, Eid Emary, Mahmoud A. Mahmoud, Hesham A. Hefny, Mohamed F. Tolba
SVM-Based Detection of Tomato Leaves Diseases. IEEE Conf. on Intelligent Systems (2) (2014)
Ahmed H. Asad, Ahmad Taher Azar, Nashwa El-Bendary, Aboul Ella Hassanien
Ant Colony based Feature Selection Heuristics for Retinal Vessel Segmentation. CoRR (2014)
Nashwa El-Bendary, Tai-Hoon Kim, Aboul Ella Hassanien, Mohamed Sami
Automatic image annotation approach based on optimization of classes scores. Computing 96 (5) (2014)
Mohamed Abdel Salam, Mahmood A. Mahmood, Yasser Mahmoud Awad, Maryam Hazman, Nashwa El-Bendary, Aboul Ella Hassanien, Mohamed F. Tolba, Samir Mahmoud Saleh
Climate Recommender System for Wheat Cultivation in North Egyptian Sinai Peninsula. IBICA (2014)
Esraa Elhariri, Nashwa El-Bendary, Aboul Ella Hassanien, Amr Badr, Ahmed M. M. Hussein, Václav Snásel
Random Forests Based Classification for Crops Ripeness Stages. IBICA (2014)
Mohamed Mostafa M. Fouad, Hossam M. Zawbaa, Nashwa El-Bendary, Aboul Ella Hassanien
Automatic Nile Tilapia fish classification approach using machine learning techniques. HIS (2013)
Mahmood A. Mahmood, Nashwa El-Bendary, Aboul Ella Hassanien, Hesham A. Hefny
Classification Approach Based on Rough Mereology. ISI (2013)
Esraa Elhariri, Nashwa El-Bendary, Mohamed Mostafa M. Fouad, Jan Platos, Aboul Ella Hassanien, Ahmed M. M. Hussein
Multi-class SVM Based Classification Approach for Tomato Ripeness. IBICA (2013)
Soumya Banerjee, Nashwa El-Bendary, Aboul Ella Hassanien, Mohamed Fahmy Tolba
Decision support system for customer churn reduction approach. HIS (2013)
Ahmed M. Anter, Ahmad Taher Azar, Aboul Ella Hassanien, Mohamed Abu ElSoud, Nashwa El-Bendary
Automatic computer aided segmentation for liver and hepatic lesions using hybrid segmentations techniques. FedCSIS (2013)
Mostafa A. Salama, Mohamed Mostafa M. Fouad, Nashwa El-Bendary, Aboul Ella Otifey Hassanien
Mutagenicity Analysis Based on Rough Set Theory and Formal Concept Analysis. ISI (2013)
Waleed Yamany, Nashwa El-Bendary, Hossam M. Zawbaa, Aboul Ella Hassanien, Václav Snásel
Rough Power Set Tree for Feature Selection and Classification: Case Study on MRI Brain Tumor. IBICA (2013)
Mohamed Abd Elfattah, Nashwa El-Bendary, Mohamed Abu ElSoud, Jan Platos, Aboul Ella Hassanien
Principal Component Analysis Neural Network Hybrid Classification Approach for Galaxies Images. IBICA (2013)
Mahmood A. Mahmood, Nashwa El-Bendary, Jan Platos, Aboul Ella Hassanien, Hesham A. Hefny
An Intelligent Multi-agent Recommender System. IBICA (2013)
Mahmood A. Mahmood, Eiman Tamah Al-Shammari, Nashwa El-Bendary, Aboul Ella Hassanien, Hesham A. Hefny
Recommender system for ground-level Ozone predictions in Kuwait. FedCSIS (2013)
Mohamed Abd Elfattah, Nashwa El-Bendary, Mohamed Abu ElSoud, Aboul Ella Hassanien, Mohamed Fahmy Tolba
An intelligent approach for galaxies images classification. HIS (2013)
Ahmed Hamdy, Nashwa El-Bendary, Ashraf Khodeir, Mohamed Mostafa M. Fouad, Aboul Ella Hassanien, Hesham A. Hefny
Cardiac disorders detection approach based on local transfer function classifier. FedCSIS (2013)
Samar Mahmoud, Nashwa El-Bendary, Mahmood A. Mahmood, Aboul Ella Hassanien
An intelligent recommender system for drinking water quality. HIS (2013)
Qing Tan, Nashwa El-Bendary, Frédérique C. Pivot, Anthony Lam
Elderly Healthcare Data Protection Application for Ambient Assisted Living. SecNet (2013)
Walaa H. Elmasry, Nashwa El-Bendary, Aboul Ella Hassanien
Graph Partitioning based Automatic Segmentation Approach for CT Scan Liver Images. FedCSIS (2012)
Hossam M. Moftah, Walaa H. Elmasry, Nashwa El-Bendary, Aboul Ella Hassanien, Kazumi Nakamatsu
Evaluating the effects of K-means clustering approach on medical images. ISDA (2012)
Mohamed Sami, Nashwa El-Bendary, Aboul Ella Hassanien
Multi-class image annotation approach using particle swarm optimization. HIS (2012)
Mohamed Sami, Nashwa El-Bendary, Aboul Ella Hassanien
Incorporating Random Forest Trees with Particle Swarm Optimization for Automatic Image Annotation. FedCSIS (2012)
Walaa H. Elmasry, Hossam M. Moftah, Nashwa El-Bendary, Aboul Ella Hassanien
Performance evaluation of computed tomography liver image segmentation approaches. HIS (2012)
Mohamed Sami, Nashwa El-Bendary, Tai-Hoon Kim, Aboul Ella Hassanien
Using Particle Swarm Optimization for Image Regions Annotation. FGIT (2012)
Soumya Banerjee, Nashwa El-Bendary, Hameed Al-Qaheri
Exploring wiki: measuring the quality of social media using ant colony metaphor. MEDES (2011)
Hossam M. Zawbaa, Nashwa El-Bendary, Aboul Ella Hassanien, Tai-Hoon Kim
Machine Learning-Based Soccer Video Summarization System. FGIT-MulGraB (2) (2011)
Nashwa El-Bendary, Hossam M. Zawbaa, Aboul Ella Hassanien, Václav Snásel
PCA-based home videos annotation system. Int. J. Reason. based Intell. Syst. 3 (2) (2011)
Omar S. Soliman, Aboul Ella Hassanien, Nashwa El-Bendary
A Rough Clustering Algorithm Based on Entropy Information. SOCO (2011)
Hossam M. Zawbaa, Nashwa El-Bendary, Aboul Ella Hassanien, Ajith Abraham
SVM-based soccer video summarization system. NaBIC (2011)
Aboul Ella Hassanien, Nashwa El-Bendary, Milos Kudelka, Václav Snásel
Breast Cancer Detection and Classification Using Support Vector Machines and Pulse Coupled Neural Network. IHCI (2011)
Nashwa El-Bendary, Václav Snásel, Ghada Adam, Fatma Mansour, Neveen I. Ghali, Omar S. Soliman, Aboul Ella Hassanien
E-Contract Securing System Using Digital Signature Approach. ACN (2011)
Nashwa El-Bendary, Aboul Ella Hassanien, Emilio Corchado, Robert C. Berwick
ARIAS: Automated Retinal Image Analysis System. SOCO (2011)
Omar S. Soliman, Aboul Ella Hassanien, Neveen I. Ghali, Nashwa El-Bendary, Ruhul A. Sarker
A Model-Based Decision Support Tool Using Fuzzy Optimization for Climate Change. RSKT (2011)
Mostafa A. Salama, Nashwa El-Bendary, Aboul Ella Hassanien, Kenneth Revett, Aly A. Fahmy
Interval based attribute evaluation algorithm. FedCSIS (2011)
Aboul Ella Hassanien, Omar S. Soliman, Nashwa El-Bendary
Contrast Enhancement of Breast MRI Images Based on Fuzzy Type-II. SOCO (2011)
Nashwa El-Bendary, Hossam M. Zawbaa, Mahmoud S. Daoud, Aboul Ella Hassanien, Kazumi Nakamatsu
ArSLAT: Arabic Sign Language Alphabets Translator. CISIM (2010)
Nashwa El-Bendary, Hameed Al-Qaheri, Hossam M. Zawbaa, Mohamed Hamed, Aboul Ella Hassanien, Qiangfu Zhao, Ajith Abraham
HSAS: Heart Sound Authentication System. NaBIC (2010)
Hossam M. Zawbaa, Nashwa El-Bendary, Aboul Ella Hassanien, Václav Snásel
Semi-automatic annotation system for home videos. ISDA (2010)