مقالات علمی چاپ شده در مجلات

1. "Arrhythmia detection by the graph convolution network and a proposed structure for communication between cardiac leads"
   Bahare Andayeshgar, Fardin Abdali-Mohammadi, Majid Sepahvand, Afshin Almasi, Nader Salari
   BMC Medical Research Methodology, 2024
2. "An adaptive teacher-student learning algorithm with decomposed knowledge distillation for on-edge intelligence"
   Majid Sepahvand, Fardin Abdali-Mohammadi, Taherkordi Amir Hossein
   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, 2023
3. "A novel method for modeling effective connections between brain regions based on EEG signals and graph neural networks for motor imagery detection"
   Mahya Nikooei, Fardin Abdali-Mohammadi
   COMPUTER METHODS IN BIOMECHANICS AND BIOMEDICAL ENGINEERING, 2023
4. "Human activity recognition based on multiple inertial sensors through feature-based knowledge distillation paradigm"
   Malihe Mardanpour, Majid Sepahvand, Fardin Abdali-Mohammadi, Mahya Nikooei, Homeyra Sarabi sarvarani
   INFORMATION SCIENCES, 2023
5. "An Ensemble Convolutional Neural Networks for Detection of Growth Anomalies in Children with X-ray Images"
   Homeyra Sarabi sarvarani, Fardin Abdali-Mohammadi
   Journal of Artificial Intelligence and Data Mining, 2022
6. "Developing Graph Convolutional Networks and Mutual Information for Arrhythmic Diagnosis Based on Multichannel ECG Signals"
   Bahare Andayeshgar, Fardin Abdali-Mohammadi, Majid Sepahvand, Alireza Daneshkhah, Afshin Almasi, Nader Salari
   International Journal of Environmental Research and Public Health, 2022
7. "Teacher-Student Knowledge Distillation Based on Decomposed Deep Feature Representation for Intelligent Mobile Applications"
   Majid Sepahvand, Fardin Abdali-Mohammadi, Amir Taherkordi
   EXPERT SYSTEMS WITH APPLICATIONS, 2022
8. "A New Learning-based Spatiotemporal Descriptor for Online Symbol Recognition"
   Majid Sepahvand, Fardin Abdali-Mohammadi
   Journal of Artificial Intelligence and Data Mining, pp.75-86, 2022
9. "A Novel Method for Reducing Arrhythmia Classification from 12-Lead ECG Signals to Single-Lead ECG with Minimal Loss of Accuracy through Teacher-Student Knowledge Distillation"
   Majid Sepahvand, Fardin Abdali-Mohammadi
   INFORMATION SCIENCES, pp.64-77, 2022
10. "A New 12-Lead ECG Signals Fusion Method Using Evolutionary CNN Trees for Arrhythmia Detection"
    ميثم نبيل مقداد, Fardin Abdali-Mohammadi, Seifedine Kadry
    Mathematics, pp.1911-1923, 2022
11. "A new in-air handwritten persian characters recognition method based on inertial sensor position estimation and convolutional neural network"
    Farzaneh Meshkat, Fardin Abdali-Mohammadi
    Journal of Ambient Intelligence and Humanized Computing, 2022
12. "Joint learning method with teacher-student knowledge distillation for on-device breast cancer image classification"
    Majid Sepahvand, Fardin Abdali-Mohammadi
    COMPUTERS IN BIOLOGY AND MEDICINE, 2022
13. "Overcoming limitation of dissociation between MD and MI classifications of breast cancer histopathological images through a novel decomposed feature-based knowledge distillation method"
    Majid Sepahvand, Fardin Abdali-Mohammadi
    COMPUTERS IN BIOLOGY AND MEDICINE, 2022
14. "Meta Structural Learning Algorithm With Interpretable Convolutional Neural Networks for Arrhythmia Detection of Multisession ECG"
    ميثم نبيل مقداد, Fardin Abdali-Mohammadi, Seifedine Kadry
    IEEE Access, pp.61410-61425, 2022
15. "Profile-Based Assessment of Diseases Affective Factors Using Fuzzy Association Rule Mining Approach: A Case Study in Heart Diseases"
    Ali Yavari, Amir Rajabzadeh, Fardin Abdali-Mohammadi
    JOURNAL OF BIOMEDICAL INFORMATICS, 2021
16. "A novel representation in genetic programming for ensemble classification of human motions based on inertial signals"
    Majid Sepahvand, Fardin Abdali-Mohammadi
    EXPERT SYSTEMS WITH APPLICATIONS, 2021
17. "A novel multi-lead ECG personal recognition based on signals functional and structural dependencies using time-frequency representation and evolutionary morphological CNN"
    Majid Sepahvand, Fardin Abdali-Mohammadi
    Biomedical Signal Processing and Control, 2021
18. "Recognizing emotional state of user based on learning method and conceptual memories"
    ميثم نبيل مقداد, Fardin Abdali-Mohammadi, Seifedine Kadry
    telkomnika, pp.3033-3040, 2020
19. "ELECTROENCEPHALOGRAPHY FEATURE ENHANCEMENT BASED ON ELECTRODE ACTIVITY RATIO FOR IDENTIFICATION"
    AHMED SAAD ALI, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    Journal of Mechanics in Medicine and Biology, 2020
20. "Development of an IoT-based and cloud-based disease prediction and diagnosis system for healthcare using machine learning algorithms"
    Fardin Abdali-Mohammadi, ميثم نبيل مقداد, Seifedine Kadry
    IAES International Journal of Artificial Intelligence, pp.766-771, 2020
21. "A novel recursive backtracking genetic programming-based algorithm for 12-lead ECG compression"
    Fardin Abdali-Mohammadi, Mohammad Feali
    Signal Image and Video Processing, pp.1029-1036, 2019
22. "Person identification using ECG signal's symbolic representation and dynamic time warping adaptation"
    Leila Yousofvand, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Signal Image and Video Processing, 2019
23. "EEG electrode selection for person identification thru a genetic-algorithm method"
    AHMED SAAD ALI, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    JOURNAL OF MEDICAL SYSTEMS, 2019
24. "12 lead electrocardiography signals compression by a new genetic programming based mathematical modeling algorithm"
    Mohammad Feali, Fardin Abdali-Mohammadi
    Biomedical Signal Processing and Control, 2019
25. "Online continuous multi-stroke Persian/Arabic character recognition by novel spatio-temporal features for digitizer pen devices"
    SARA VALIKHANI, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    NEURAL COMPUTING and APPLICATIONS, 2019
26. "A Deep Learning-Based Compression Algorithm for 9-DOF Inertial Measurement Unit Signals Along With an Error Compensating Mechanism"
    Majid Sepahvand, Fardin Abdali-Mohammadi
    IEEE SENSORS JOURNAL, pp.632-640, 2019
27. "Automatic Optic Disc Center and Boundary Detection in Color Fundus Images"
    Fardin Abdali-Mohammadi, Amir Pourshamam
    Journal of Artificial Intelligence and Data Mining, pp.35-46, 2018
28. "Efficient lossless multi-channel EEG compression based on channel clustering"
    BEHZAD HEJRATI, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Biomedical Signal Processing and Control, pp.295-300, 2017
29. "Evolutionary Metric-Learning-Based Recognition Algorithm for Online Isolated Persian/Arabic Characters Reconstructed Using Inertial Pen Signals"
    Majid Sepahvand, Fardin Abdali-Mohammadi, Farhad Mardukhi
    IEEE Transactions on Cybernetics, pp.2872-2884, 2017
30. "A new near-lossless EEG compression method using ANN-based reconstruction technique"
    BEHZAD HEJRATI, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    COMPUTERS IN BIOLOGY AND MEDICINE, pp.87-94, 2017
31. "A Novel Grammar-Based Approach to Atrial Fibrillation Arrhythmia Detection for Pervasive Healthcare Environments"
    هانيه لبابي ميرقوامي, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    Journal of Computing and Security, pp.155-163, 2016
32. "Effect of Purposeful Feature Extraction in High- dimensional Kinship Verification Problem"
    Pendar Alirezazadeh, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Journal of Computing and Security, pp.183-191, 2016
33. "Fall Detection Using Adaptive Neuro-Fuzzy Inference System"
    Mino Rashidpour, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    International Journal of Multimedia and Ubiquitous Engineering, pp.91-106, 2016
34. "A new Global-Gabor-Zernike feature descriptor and its application to face recognition"
    Abdolhossein Fathi, Pendar Alirezazadeh, Fardin Abdali-Mohammadi
    JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, pp.65-72, 2016
35. "Improving Face Recognition Systems Security Using Local Binary Patterns"
    Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Journal of Computing and Security, pp.55-62, 2015
36. "Camera-baed eye blinks pattern detection for intelligent mouse"
    Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Signal Image and Video Processing, 2015
37. "Toward a Fault Tolerant Architecture for Vital Medical-Based Wearable Computing"
    Fardin Abdali-Mohammadi, Vahid Bajalan, Abdolhossein Fathi
    JOURNAL OF MEDICAL SYSTEMS, pp.1-12, 2015
38. "A Genetic Algorithm-Based Feature Selection for Kinship Verification"
    Pendar Alirezazadeh, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    IEEE SIGNAL PROCESSING LETTERS, pp.2459-2463, 2015
39. "Fuzzy Expert Ants to speed up big TSP Problems using ACS"
    Fardin Abdali-Mohammadi, Abdolhossein Fathi
    Computer Engineering and Applications Journal, pp.131-138, 2014
40. "antsrec a semantic recommender system based on ant colony meta-heuristic in electronic commerce"
    m s, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    International Journal of Advanced Science and Technology, 2013
41. "Automatic vessel network features quantification using local vessel pattern operator"
    Abdolhossein Fathi, a n, Fardin Abdali-Mohammadi
    COMPUTERS IN BIOLOGY AND MEDICINE, 2013
42. "wsdatool a novel web service developer assistance tool using a new complementary service publishing method"
    Fardin Abdali-Mohammadi, n n, m n
    Modern Applied Science, 2012
43. "empower servive directories with knowledge"
    Fardin Abdali-Mohammadi, n n, m n
    KNOWLEDGE-BASED SYSTEMS, 2012
44. "toward next generation web service technology overly network a quantitative approach"
    Fardin Abdali-Mohammadi, n n, m n
    International Journal of u- and e- Service, Science and Technology, 2012
45. "تشخیص تومورهای مغزی با استفاده از ترکیب سیستم استنتاج فازی-عصبی وفقی و خوشه¬بندی سلسله مراتبی"
    عبدالحسین فتحی، مهدی طاهری، فردین ابدالی محمدی
    ماشین بینایی و پردازش تصویر، صفحات:27-37، 1397
46. "ارائه یک مدل فراابتکاری برای تشخیص ریزحرکات انسان مبتنی بر حس گرهای اینرسی"
    مجید سپهوند، فردین ابدالی محمدی
    مهندسی برق دانشگاه تبریز، صفحات:221-234، 1397
47. "ارائه یک روش یادگیری ویژگی ترکیبی مبتنی بر الگوریتم شبیه سازی تبرید و برنامه نویسی ژنتیک (مطالعه موردی تشخیص بدخیمی سرطان سینه)"
    رسول صادقی، فردین ابدالی محمدی
    مهندسی برق دانشگاه تبریز، صفحات:127-136، 1396

مقالات علمی ارائه شده در همایش‌ها

1. "Utilizing of inertial navigation algorithm to reconstruct the geometry of the Persian characters based on inertial sensors"
   Majid Sepahvand, Fardin Abdali-Mohammadi, Farhad Mardukhi
   2rd iInternational Conference on Knowledge-based Research in Computer Engineering and Information Technology,
2. "Prediction of protein - peptide binding residues using classification algorithms"
   Shima Shafiee, Abdolhossein Fathi, Fardin Abdali-Mohammadi
   2020 IEEE 20th International Conference on Bioinformatics and Bioengineering (BIBE),
3. "Study and test the gesture-based user authentication method"
   Parastoo Goodarzi, Fardin Abdali-Mohammadi
   The Eighth International Conference on Information and Knowledge Technology,
4. "A New DataSet fo Online Digitizer-Pen Persian/Arabic Handwriting Recognition"
   Sara Valikhani, Fardin Abdali-Mohammadi, Abdolhossein Fathi
   International Conference on Computer Engineering IT,
5. "استخراج گرامر از داده ECG جهت فشرده سازی و تصدیق هویت"
   لیلا یوسفوند، عبدالحسین فتحی، فردین ابدالی محمدی
   دومین کنفرانس بین المللی و سومین همایش ملی کاربرد فناوری های نوین در علوم مهندسی،
6. "پیش زمانبندی و زمانبندی بهینه گراف وظایف در سیستم های چند پردازنده ای با استفاده از تکنیک ادغام وظایف و الگوریتم رقابت استعماری"
   مجید سپهوند، فردین ابدالی محمدی
   سومین کنفرانس بین المللی پژوهش های کاربردی در مهندسی کامپیوتر و فنآوری اطلاعات،
7. "ارائه یک روش مبتنی بر تقسیم بندی ناحیه R-CNN و شبکه یادگیری جمعی برای ارزیابی سن استخوان"
   حمیرا سرابی سرورانی، فردین ابدالی محمدی
   ششمین همایش ملی فناوریهای نوین در مهندسی برق، کامپیوتر و مکانیک ایران،
8. "بررسی روش های تشخیص افتادن مبتنی بر نصب حسگر روی بدن"
   مینو رشیدپور، فردین ابدالی محمدی، عبدالحسین فتحی
   همایش ملی مهندسی رایانه و مدیریت فناوری اطلاعات،
9. "پردازش سیگنال الکتروکاردیوگرام با هوش لبه"
   فاطمه قاسمی، فردین ابدالی محمدی
   ششمین همایش ملی فناوریهای نوین در مهندسی برق، کامپیوتر و مکانیک ایران،
10. "بهبود الگوریتم Apriori برای تولید الگوهای تکرار شونده با استفاده از ساختار اندیس بیت نگاشتی"
    فردین ابدالی محمدی، محمدعلی نعمت بخش، ناصر نعمت بخش
    دومین کنفرانس داده کاوی در ایران،
11. "مروری بر روش های تشخیص هویت مبتنی بر سیگنال ECG"
    لیلا یوسفوند، عبدالحسین فتحی، فردین ابدالی محمدی
    کنفرانس ملی فن آوری، انرژی و داده با رویکرد مهندسی برق و کامپیوتر،
12. "طراحی داشبورد مدیریت شبکه انتقال برق مبتنی بر هوش تجاری (BI) به کمک پردازش تحلیلی برخط (OLAP) و تکنیکهای داده کاوی"
    اشکان نظام پور، فردین ابدالی محمدی، فرهاد مردوخی
    سومین کنفرانس پژوهش های کاربردی در مهندسی برق،