プロフィール詳細

プロジェクトを作成

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☆☆☆☆☆

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☆☆☆☆☆

Dr. Ali Z.に依頼

Pakistan

Academic & AI Researcher

プロフィール概要

AI researcher with experience in AI-based research projects and peer-reviewed publications in deep learning for healthcare and graph-structured data. Currently exploring cybersecurity, with a focus on AI-driven security and intelligent systems.

専門分野

• ☆ Information Technology
• ☆ Data Analysis
• ☆ Social Network Analysis
• ☆ Predictive Modeling & Analytics
• ☆ Data Processing
• ☆ Data Exploration
• ☆ Cluster Analysis
• ☆ Data Visualization
• ☆ Big Data Analytics
• ☆ Data Collection
• ☆ Data Management
• ☆ Data Manipulation
• ☆ Machine Learning
• ☆ Text Mining & Analytics
• ☆ Data Mining
• ☆ Data Cleaning
• ☆ Natural Language Processing
• ☆ Neural Networks
• ☆ Pattern Recognition
• ☆ Artificial Intelligence
• ☆ Deep Learning
• ☆ Financial Modeling
• ☆ Statistics
• ☆ Statistical Computing
• ☆ Health Data Analysis
• ☆ Information Security
• ☆ Cybersecurity
• ☆ Information Retrieval
• ☆ Python
• ☆ Java
• ☆ Tensorflow
• ☆ Scikit-learn

サービス

• Writing
• Research
• Consulting
• Data & AI

Writing General Proofreading & Editing

Research Scientific and Technical Research, Systematic Literature Review

Consulting Scientific and Technical Consulting

Data & AI Predictive Modeling, Statistical Analysis, Image Processing, Image Analysis, Algorithm Design-Non ML, Algorithm Design-ML, Data Visualization, Big Data Analytics, Text Mining & Analytics, Data Mining, Data Cleaning, Data Processing, Data Insights

職務経験

Kohat University of Science and Technology

- 現在

学歴

PhD Computer Science

Institute of Computing, Kohat University of Science and Technology

9月 2021 - 10月 2025

認定資格

• 認定資格の詳細は未入力です。

出版物

JOURNAL ARTICLE

Mana Saleh Al Reshan, Samina Amin, Muhammad Ali Zeb, Adel Sulaiman, Asadullah Shaikh, Hani Alshahrani, Khairan Rajab (2025). Advanced breast cancer prediction using Deep Neural Networks integrated with ensemble models . Chemometrics and Intelligent Laboratory Systems.

Asadullah Shaikh, Samina Amin, Muhammad Ali Zeb, Adel Sulaiman, Mana Saleh Al Reshan, Hani Alshahrani (2025). Enhanced brain tumor detection and segmentation using densely connected convolutional networks with stacking ensemble learning . Computers in Biology and Medicine.

Muhammad Ali Zeb, M. Irfan Uddin, Ala Abdulsalam Alarood, Muhammad Shafiq, Safa Habibullah, Abdulkream A. Alsulami (2025). Dynamic Neighborhood Selection for Context Aware Temporal Evolution Using Graph Neural Networks . Cognitive Computation.

Zeb, M.A., Uddin, M.I., Alarood, A.A., Shafiq, M., Habibullah, S., Alsulami, A.A.(2025). Dynamic Neighborhood Selection for Context Aware Temporal Evolution Using Graph Neural Networks . Cognitive Computation. 17. (1).

Al Reshan, M.S., Amin, S., Zeb, M.A., Sulaiman, A., Shaikh, A., Alshahrani, H., Rajab, K.(2025). Advanced breast cancer prediction using Deep Neural Networks integrated with ensemble models . Chemometrics and Intelligent Laboratory Systems. 262.

Shaikh, A., Amin, S., Zeb, M.A., Sulaiman, A., Al Reshan, M.S., Alshahrani, H.(2025). Enhanced brain tumor detection and segmentation using densely connected convolutional networks with stacking ensemble learning . Computers in Biology and Medicine. 186.

Mana Saleh Al Reshan, Samina Amin, Muhammad Ali Zeb, Adel Sulaiman, Hani Alshahrani, Asadullah Shaikh, Mohamed A. Elmagzoub (2024). An Innovative Ensemble Deep Learning Clinical Decision Support System for Diabetes Prediction . IEEE Access.

Al Reshan, M.S., Amin, S., Zeb, M.A., Sulaiman, A., Alshahrani, H., Shaikh, A., Elmagzoub, M.A.(2024). An Innovative Ensemble Deep Learning Clinical Decision Support System for Diabetes Prediction . IEEE Access. 12. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 106193-106210.

Amin, S., Zeb, M.A., Alshahrani, H., Hamdi, M., Alsulami, M., Shaikh, A.(2024). Social Media-Based Surveillance Systems for Health Informatics Using Machine and Deep Learning Techniques: A Comprehensive Review and Open Challenges . CMES - Computer Modeling in Engineering and Sciences. 139. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 1167-1202.

Samina Amin, Muhammad Ali Zeb, Hani Alshahrani, Mohammed Hamdi, Mohammad Alsulami, Asadullah Shaikh (2024). Social Media-Based Surveillance Systems for Health Informatics Using Machine and Deep Learning Techniques: A Comprehensive Review and Open Challenges . Computer Modeling in Engineering & Sciences.

Mana Saleh Al Reshan, Samina Amin, Muhammad Ali Zeb, Adel Sulaiman, Hani Alshahrani, Ahmad Taher Azar, Asadullah Shaikh (2023). Enhancing Breast Cancer Detection and Classification Using Advanced Multi-Model Features and Ensemble Machine Learning Techniques . Life.

Reshan, M.S.A., Amin, S., Zeb, M.A., Sulaiman, A., Alshahrani, H., Shaikh, A.(2023). A Robust Heart Disease Prediction System Using Hybrid Deep Neural Networks . IEEE Access. 11. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 121574-121591.

Mana Saleh Al Reshan, Samina Amin, Muhammad Ali Zeb, Adel Sulaiman, Hani Alshahrani, Asadullah Shaikh (2023). A Robust Heart Disease Prediction System Using Hybrid Deep Neural Networks . IEEE Access.

Mana Saleh Al Reshan, Samina Amin, Muhammad Ali Zeb, Adel Sulaiman, Hani Alshahrani, Asadullah Shaikh (2023). A Robust Heart Disease Prediction System Using Hybrid Deep Neural Networks . IEEE Access.

Reshan, M.S.A., Amin, S., Zeb, M.A., Sulaiman, A., Alshahrani, H., Azar, A.T., Shaikh, A.(2023). Enhancing Breast Cancer Detection and Classification Using Advanced Multi-Model Features and Ensemble Machine Learning Techniques . Life. 13. (10).

Samina Amin, M. Irfan Uddin, M. Ali Zeb, Ala Abdulsalam Alarood, Marwan Mahmoud, Monagi H. Alkinani (2021). Detecting Information on the Spread of Dengue on Twitter Using Artificial Neural Networks . Computers, Materials & Continua.

Amin, S., Uddin, M.I., Al-Baity, H.H., Zeb, M.A., Khan, M.A.(2021). Machine learning approach for COVID-19 detection on twitter . Computers, Materials and Continua. 68. (2). Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 2231-2247.

Samina Amin, M. Irfan Uddin, Heyam H. Al-Baity, M. Ali Zeb, M. Abrar Khan (2021). Machine Learning Approach for COVID-19 Detection on Twitter . Computers, Materials & Continua.

Amin, S., Irfan Uddin, M., Ali Zeb, M., Alarood, A.A., Mahmoud, M., Alkinani, M.H.(2020). Detecting dengue/flu infections based on tweets using LSTM and word embedding . IEEE Access. 8. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 189054-189068.

Samina Amin, M. Irfan Uddin, M. Ali Zeb, Ala Abdulsalam Alarood, Marwan Mahmoud, Monagi H. Alkinani (2020). Detecting Dengue/Flu Infections Based on Tweets Using LSTM and Word Embedding . IEEE Access.

BOOK CHAPTER

Samina Amin, Muhammad Ali Zeb (2024). A Hybrid Recommender System for MOOC Integrating Collaborative and Content-based Filtering . Federated Learning.

Muhammad Ali Zeb, Samina Amin (2024). User Participation and Incentives in Federated Learning . Federated Learning.

Amin, S., Ali Zeb, M.(2024). A Hybrid Recommender System for MOOC Integrating Collaborative and Content-based Filtering . Federated Learning: Unlocking the Power of Collaborative Intelligence. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 78-93.

Ali Zeb, M., Amin, S.(2024). User Participation and Incentives in Federated Learning . Federated Learning: Unlocking the Power of Collaborative Intelligence. Microsoft.AspNetCore.Mvc.Localization.LocalizedHtmlString 56-77.