فارسی العربیه

profile - Razi University

Faculty Member of Razi University

Razi University
صفحه فارسی
Fardin Abdali-Mohammadi

Fardin Abdali-Mohammadi

Associate Professor / Engineering / Dept. of Computer Engineering

menu

Download resume file

Journal Paper

  1. "State-of-the-art in human activity recognition based on inertial measurement unit sensors: survey and applications"
    Majid Sepahvand, Maytham N. Meqdad, Fardin Abdali-Mohammadi
    International Journal of Computers and Applications, 2024
  2. "Automatic Extraction of Medical Latent Variables from ECG Signals Utilizing a Mutual Information-Based Technique and Capsular Neural Networks for Arrhythmia Detection"
    عباس علي حسن, Fardin Abdali-Mohammadi
    CMC-Computers Materials and Continua, pp.971-983, 2024
  3. "Leveraging bone age assessment via a novel joint decomposition teacher-student learning paradigm from X-ray images"
    Majid Sepahvand, Fardin Abdali-Mohammadi, Maytham N. Meqdad
    Computer Methods in Biomechanics and Biomedical Engineering-Imaging and Visualization, 2024
  4. "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
  5. "Fault tolerance challenges in wearable computing for vital applications: a survey"
    Majid Sepahvand, Maytham N. Meqdad, Fardin Abdali-Mohammadi
    JOURNAL OF MEDICAL ENGINEERING and TECHNOLOGY, pp.48-63, 2024
  6. "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
  7. "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
  8. "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
  9. "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
  10. "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
  11. "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
  12. "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
  13. "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
  14. "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
  15. "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
  16. "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
  17. "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
  18. "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
  19. "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
  20. "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
  21. "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
  22. "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
  23. "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
  24. "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
  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. "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
  27. "EEG electrode selection for person identification thru a genetic-algorithm method"
    AHMED SAAD ALI, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    JOURNAL OF MEDICAL SYSTEMS, 2019
  28. "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
  29. "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
  30. "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
  31. "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
  32. "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
  33. "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
  34. "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
  35. "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
  36. "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
  37. "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
  38. "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
  39. "Camera-baed eye blinks pattern detection for intelligent mouse"
    Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Signal Image and Video Processing, 2015
  40. "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
  41. "A Genetic Algorithm-Based Feature Selection for Kinship Verification"
    Pendar Alirezazadeh, Abdolhossein Fathi, Fardin Abdali-Mohammadi
    IEEE SIGNAL PROCESSING LETTERS, pp.2459-2463, 2015
  42. "Improving Face Recognition Systems Security Using Local Binary Patterns"
    Abdolhossein Fathi, Fardin Abdali-Mohammadi
    Journal of Computing and Security, pp.55-62, 2015
  43. "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
  44. "Automatic vessel network features quantification using local vessel pattern operator"
    Abdolhossein Fathi, a n, Fardin Abdali-Mohammadi
    COMPUTERS IN BIOLOGY AND MEDICINE, 2013
  45. "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
  46. "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
  47. "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
  48. "empower servive directories with knowledge"
    Fardin Abdali-Mohammadi, n n, m n
    KNOWLEDGE-BASED SYSTEMS, 2012

Conference Paper

  1. "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),
  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. "A New DataSet fo Online Digitizer-Pen Persian/Arabic Handwriting Recognition"
    Sara Valikhani, Fardin Abdali-Mohammadi, Abdolhossein Fathi
    International Conference on Computer Engineering IT,
  4. "Study and test the gesture-based user authentication method"
    Parastoo Goodarzi, Fardin Abdali-Mohammadi
    The Eighth International Conference on Information and Knowledge Technology,

Awards

  1. پژوهشگر برتر دانشکده فنی و مهندسی - گروه کامپیوتر 2022
  2. دانشجوی نمونه دکتری دانشگاه اصفهان 2009

Update: 2025-12-31