Associate Professor Hamid Saadatfar
Faculty: Electrical and Computer Engineering
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Department: Computer
Degree: Ph.D |
Dr. Hamid Saadatfar is currently an associate professor of Computer Engineering Department at University of Birjand. He has received his B.Sc., M.Sc., and Ph.D. degrees from Ferdowsi university of Mashhad in 2007, 2009 and 2014, respectively. His research interests include:
- Parallel and Distributed Processing (Cluster, Grid and Cloud Computing),
- Data Mining and Machine Learning,
- Big Data Analysis (Data Mining Methods for Big Data)
- and Power-aware Computing.
Articles
| # | Paper Title | Authors | Publication/Conference | Date | Type |
|---|---|---|---|---|---|
| 1 | Enhancing Runoff Prediction through Feature Engineering and Cluster-Specific Modeling | Hamid Saadatfar,Amirhossein Eshghi,MohammadErfan ShuridehBakht | Water Resources Management | 2026 | Article In Publication |
| 2 | Enhancing Hypertension Risk Diagnosis Using a Hybrid MachineLearning Framework: Leveraging Body Composition Data | Hamid Saadatfar,Abdul wahid Mirzaye,Mohammad Ali Nematollahi | BioMed Research International | 2026 | Article In Publication |
| 3 | Enhancing healthcare outcome with scalable processing and predictive analytics via cloud healthcare API | Hamid Saadatfar,,,,,,, | Frontiers in Digital Health | 2026 | Article In Publication |
| 4 | Edge Computing in Healthcare Using Machine Learning: A Systematic Literature Review | Hamid Saadatfar,Amir Mashmool,,,,,, | Data Mining and Knowledge Discovery | 2026 | Article In Publication |
| 5 | Insomnia in university students: a review of etiological factors and the advancement of data analytic techniques | Hamid Saadatfar,Sara Khademi,Behnaz Behdani,Amirhossein Eshghi | Sleep and Breathing | 2025 | Article In Publication |
| 6 | Mitigating data imbalance for enhanced third-party insurance claim prediction using machine learning | Hamid Saadatfar,Majid Chahkandi,Hamide badi,Maryam Esna-Ashari | Journal of Mathematics and Modeling in Finance | 2025 | Article In Publication |
| 7 | Enhanced instance selection for large-scale data using integrated clustering and autoencoder techniques | Hamid Saadatfar,Mohammad Nazari | International Journal of Data Science and Analytics | 2025 | Article In Publication |
| 8 | A New Multi-Objective Optimization Algorithm to Solve the Load Balancing Problem in Mobile Cloud Computing | Hamid Saadatfar,Sara Alipour,Mahdi Khazaie Poor | International Journal of Supply and Operations Management | 2025 | Article In Publication |
| 9 | شناسایی ویژگیهای موثر برای پیشبینی دیابت نوع 2 با استفاده از روشهای نوین انتخاب ویژگی تصادفی مبتنی بر Wrapper | حمید سعادت فر,حامد صباغگل,مهدی خزاعیپور | کارافن | 2025 | Article In Publication |
| 10 | بررسی عوامل مؤثر بر موفقیت دانشآموزان پایه دهم با استفاده از روشهای دادهکاوی: مطالعه موردی آموزشگاههای شهر کاشمر | حمید سعادت فر,اعظم علی پورفرگی | محاسبات نرم | 2025 | Article In Publication |
| 11 | فراترکیب مدلهای ارزیابی کار تیمی در محیطهای یادگیری آنلاین با تکیه بر واکاوی یادگیری | حمید سعادت فر,پدرام صفاری,زهرا جامه بزرگ,مهدی واحدی,حسن ملکی | فصلنامه روندها و دستاوردها در فناوری یادگیری | 2025 | Article In Publication |
| 12 | Evolution of the random subset feature selection algorithm for classification problem | Hamid Saadatfar,Hamed SabbaghGol,Mahdi Khazaiepoor | Knowledge-Based Systems | 2024 | Article In Publication |
| 13 | Resource allocation problem and artificial intelligence: the state‑of‑the‑art review (2009–2023) and open research challenges | Hamid Saadatfar,Sanaz Mojrian,Issa Nodehi,Fatemeh Fazl,Sahar Khanjani Shirkharkolaie,Roohallah Alizadehsani,H M Dipu Kabir,Ru‑San Tan,U. Rajendra Acharya | Multimedia Tools and Applications | 2024 | Article In Publication |
| 14 | بازیابی تصاویر محتوا محور با استفاده از ویژگیهای بافت استخراج شده از الگوی دودویی محلی دو لایه | حمید سعادت فر,سیدعلی حسینی,امیرحسین عشقی,صبا محمدی | مجله علوم رایانشی | 2024 | Article In Publication |
| 15 | شناسایی عوامل مؤثر بر پیشبینی ابتلا به بیماری آلزایمر با استفاده از روشهای نوین انتخاب ویژگی و الگوریتمهای یادگیری ماشین | حمید سعادت فر,حامد صباغگل,مهدی خزاعیپور | اطلاع رسانی پزشکی نوین | 2024 | Article In Publication |
| 16 | A parallel multi-objective imperialist competitive algorithm to solve the load offloading problem in mobile cloud computing | Hamid Saadatfar,Mahdi Khazaie Poor,Sara Alipour | Neural Computing and Applications | 2023 | Article In Publication |
| 17 | Summarization Algorithm for Data Stream to Speed up Outlier Data Detection | Hamid Saadatfar | Journal Of Computing And Security | 2023 | Article In Publication |
| 18 | A fast DBSCAN algorithm for big data based on efficient density calculation | Hamid Saadatfar | Expert Systems with Applications | 2022 | Article In Publication |
| 19 | A new GPU-based corrected explicit-implicit domain decomposition scheme for convection-dominated diffusion problems | S. Alireza Zolfaghari,HosseinMahmoodi Darian,Hamid Saadatfar | Computers and Mathematics with Applications | 2022 | Article In Publication |
| 20 | مروری بر روشهای پیشبینی خرابی در سیستمهای توزیعشده مقیاس بزرگ | حمید سعادت فر,احسان شیرزاد | مجله علوم رایانشی | 2021 | Article In Publication |
Showing 1-20 of 40 items.