Journal Paper

1. "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
2. "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
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. "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
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. "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
7. "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
8. "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
9. "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
10. "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
11. "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
12. "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
13. "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
14. "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
15. "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
16. "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
17. "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
18. "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
19. "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
20. "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
21. "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
22. "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
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. "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
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. "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
27. "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
28. "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
29. "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
30. "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
31. "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
32. "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
33. "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
34. "Improving Face Recognition Systems Security Using Local Binary Patterns"
    Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Journal of Computing and Security, pp.55-62, 2015
35. "Camera-baed eye blinks pattern detection for intelligent mouse"
    Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Signal Image and Video Processing, 2015
36. "A Genetic Algorithm-Based Feature Selection for Kinship Verification"
    Pendar Alirezazadeh, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    IEEE SIGNAL PROCESSING LETTERS, pp.2459-2463, 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. "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
39. "Automatic vessel network features quantification using local vessel pattern operator"
    Abdolhossein Fathi, a n, Fardin Abdali-Mohammadi
    COMPUTERS IN BIOLOGY AND MEDICINE, 2013
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. "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
42. "empower servive directories with knowledge"
    Fardin Abdali-Mohammadi, n n, m n
    KNOWLEDGE-BASED SYSTEMS, 2012
43. "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

Conference Paper

1. "A New DataSet fo Online Digitizer-Pen Persian/Arabic Handwriting Recognition"
   Sara Valikhani, Fardin Abdali-Mohammadi, Abdolhossein Fathi
   International Conference on Computer Engineering IT,
2. "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,
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. "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),