Eslam Amer

Most-cited papers

A dynamic Windows malware detection and prediction method based on contextual understanding of API call sequence
Eslam Amer, I. Zelinka
2020Computers & security191 citations
Semantic Scholar
Social Media Cyberbullying Detection using Machine Learning
John Hani, Mohamed Nashaat, Mostafa Ahmed, Zeyad Emad +2 more
2019International Journal of Advanced Computer Science and Applications141 citations Open access
Semantic Scholar
Deep Learning Algorithms for Detecting Fake News in Online Text
Sherry Girgis, Eslam Amer, Mahmoud Gadallah
2018International Conference on Communication and Electronics Systems135 citations
Semantic Scholar
Two-stage deep learning model for Alzheimer’s disease detection and prediction of the mild cognitive impairment time
Shaker H. Ali El-Sappagh, Hager Saleh, Farman Ali, Eslam Amer +1 more
2022Neural computing & applications (Print)100 citations
Semantic Scholar
A Multi-Perspective malware detection approach through behavioral fusion of API call sequence
Eslam Amer, I. Zelinka, Shaker El-Sappagh
2021Computers & security74 citations
Semantic Scholar
Alzheimer's disease progression detection model based on an early fusion of cost-effective multimodal data
Shaker El-Sappagh, Hager Saleh, Radhya Sahal, Tamer Abuhmed +3 more
2021Future generations computer systems73 citations
Semantic Scholar
Comprehensive Survey of Using Machine Learning in the COVID-19 Pandemic
Nora El-Rashidy, Samir Abdelrazik, Tamer Abuhmed, Eslam Amer +3 more
2021Diagnostics59 citations Open access
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An Efficient Slime Mould Algorithm Combined With K-Nearest Neighbor for Medical Classification Tasks
Y. Wazery, Eman Saber, Essam H. Houssein, Abdelmgeid A. Ali +1 more
2021IEEE Access55 citations Open access
Semantic Scholar
Robust deep learning early alarm prediction model based on the behavioural smell for android malware
Eslam Amer, Shaker H. Ali El-Sappagh
2022Computers & security53 citations
Semantic Scholar
Context-Based Fake News Detection Model Relying on Deep Learning Models
Eslam Amer, K. Kwak, Shaker El-Sappagh
2022Electronics45 citations Open access
Semantic Scholar
The Impact of Data processing and ensemble on Breast Cancer Detection Using Deep Learning
Ammar Mohamed, Eslam Amer, Sara Noor Eldin, Jana Khaled +3 more
2022Journal of Computing and Communication43 citations Open access
Semantic Scholar
Machine Learning-Based Model for Sentiment and Sarcasm Detection
Aya R. Allam, Hanya M. Abdallah, Eslam Amer, Hamada Nayel
2021Workshop on Arabic Natural Language Processing35 citations
Semantic Scholar
An Ensemble-Based Malware Detection Model Using Minimum Feature Set
I. Zelinka, Eslam Amer
2019International Conference on Soft Computing MENDEL34 citations Open access
Semantic Scholar
Smart trailer: Automatic generation of movie trailer using only subtitles
M. Hesham, Bishoy Hani, Noureldin Fouad, Eslam Amer
20182018 First International Workshop on Deep and Representation Learning (IWDRL)32 citations
Semantic Scholar
AI-Driven Risk Assessment in Food Safety Using EU RASFF Database
O. Sari, Eslam Amer, Mohamed Bader-El-Den, V. Ince +1 more
2025Food and Bioprocess Technology29 citations Open access
Semantic Scholar
A Proposed Chatbot Framework for COVID-19
Eslam Amer, Ahmed Hazem, Omar Farouk, Albert Louca +2 more
20212021 International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)29 citations
Semantic Scholar
Permission-Based Approach for Android Malware Analysis Through Ensemble-Based Voting Model
Eslam Amer
20212021 International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)22 citations
Semantic Scholar
Contextual Identification of Windows Malware through Semantic Interpretation of API Call Sequence
Eslam Amer, Shaker El-Sappagh, J. Hu
2020Applied Sciences17 citations Open access
Semantic Scholar
Detecting Malicious Android Applications Based On API calls and Permissions Using Machine learning Algorithms
S. Mohamed, M. Ashaf, A. Ehab, Omar Shereef +2 more
20212021 International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)15 citations
Semantic Scholar
AKEA: An Arabic Keyphrase Extraction Algorithm
Eslam Amer, Khaled Foad
2016International Conference on Advanced Intelligent System and Informatics15 citations
Semantic Scholar
Enhancing Efficiency of Web Search Engines through Ontology Learning from Unstructured Information Sources
Eslam Amer
2015IEEE International Conference on Information Reuse and Integration15 citations
Semantic Scholar
HSWS: enhancing efficiency of web search engine via semantic web
A. Youssif, A. Ghalwash, Eslam Amer
2011International ACM Conference on Management of Emergent Digital EcoSystems14 citations
Semantic Scholar
Malware Detection Approach Based on the Swarm-Based Behavioural Analysis over API Calling Sequence
Eslam Amer, Adham Samir, Hazem Mostafa, A. Mohamed +1 more
20222022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)11 citations
Semantic Scholar
Keyphrase extraction methodology from short abstracts of medical documents
Eslam Amer, K. Fouad
2016Cairo International Biomedical Engineering Conference11 citations
Semantic Scholar
Using Machine Learning to Identify Android Malware Relying on API calling sequences and Permissions
Eslam Amer, A. Mohamed, S. Mohamed, M. Ashaf +3 more
2022Journal of Computing and Communication10 citations Open access
Semantic Scholar
A Markov Model-Based Approach for Predicting Violence Scenes from Movies
K. Saad, M. El-Ghandour, Ahmed Raafat, R. Ahmed +1 more
20222022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)10 citations
Semantic Scholar
English-Arabic Hybrid Machine Translation System using EBMT and Translation Memory
Rana Ehab, Eslam Amer, Mahmoud Gadallah
2019International Journal of Advanced Computer Science and Applications10 citations Open access
Semantic Scholar
Example-Based English to Arabic Machine Translation: Matching Stage Using Internal Medicine Publications
Rana Ehab, Eslam Amer, Mahmoud Gadallah
2018International Conference on Software and Information Engineering6 citations
Semantic Scholar
Intellibot: A Personalized Behavioral Analysis Chatbot Framework Powered by GPT-3
Mayar Elshentenawy, Merna Ahmed, M. Elalfy, Ahmed Bakr +2 more
2023Internet, Multimedia Systems and Applications5 citations
Semantic Scholar
Enhancing Semantic Arabic Information Retrieval via Arabic Wikipedia Assisted Search Expansion Layer
Eslam Amer, H. M. Khalil, Tarek El-Shistawy
2017International Conference on Advanced Intelligent System and Informatics5 citations
Semantic Scholar
Identification of Malware Mimicry Attacks Using Process Escalating Visualization
Eslam Amer
2023Internet, Multimedia Systems and Applications4 citations
Semantic Scholar
A Proposed Ensemble Voting Model for Fake News Detection
Sherry Girgis, Eslam Amer
20222022 2nd International Mobile, Intelligent, and Ubiquitous Computing Conference (MIUCC)3 citations
Semantic Scholar
Understanding Medical Text Related to Breast Cancer: A Review
Noha Ali, Eslam Amer, H. H. Zayed
2017International Conference on Advanced Intelligent System and Informatics3 citations
Semantic Scholar
Be A Reliable Source For Translation ? Testing Wikipedia Cross Lingual Coverage of Medical Domain
Eslam Amer, M. Abd-Elfattah
20163 citations
Semantic Scholar
Hierarchical N-gram Algorithm for extracting Arabic Entities
Eslam Amer, H. M. Khalil, Tarek El-Shistawy
2016GI-Fachtagung Informatik und Schule3 citations
Semantic Scholar
Serum-soluble suppression of tumourigenicity-2 as a biomarker in children with congestive heart failure.
Eslam Amer, Doaa El Amrousy, Sahar M Hazaa, A. Zoair
2023Cardiology in the Young2 citations
Semantic Scholar
Enhancing Disability Determination Decision Process Through Natural Language Processing
Eslam Amer
2019International Journal of Applied Research on Public Health Management2 citations
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Artificial Intelligence in Astrophysics
I. Zelinka, Thanh Cong Truong, Diep Quoc Bao, Lumír Kojecký +1 more
2021Intelligent Astrophysics1 citations
Semantic Scholar
A Framework to Automate the generation of movies' trailers using only subtitles
Eslam Amer, Ayman M. Nabil
2018International Conference on Software and Information Engineering1 citations
Semantic Scholar
An Interpretable Hybrid Ensemble Model for Paraphrase Detection With SHAP-Based Explanations
Dalia Sameh, Ahmed Elsawy, Eslam Amer, Hamada Nayel
2026IEEE Access0 citations Open access
Semantic Scholar
From API calls to behavioral graphs: state-clustering and Markov transition features for classical and quantum malware detection
Aktham Youssef, I. Zelinka, Eslam Amer
2026Kybernetika (Praha)0 citations Open access
Semantic Scholar
Future Generation Computer Systems
Shaker El-Sappagh, Hager Saleh, Radhya Sahal, Tamer Abuhmed +3 more
0 citations
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