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Majid Sepahvand
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Year
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
M Sepahvand, F Abdali-Mohammadi
Information Sciences 593, 64-77, 2022
462022
Evolutionary metric-learning-based recognition algorithm for online isolated Persian/Arabic characters, reconstructed using inertial pen signals
M Sepahvand, F Abdali-Mohammadi, F Mardukhi
IEEE Transactions on Cybernetics 47 (9), 2872-2884, 2017
392017
A novel multi-lead ECG personal recognition based on signals functional and structural dependencies using time-frequency representation and evolutionary morphological CNN
M Sepahvand, F Abdali-Mohammadi
Biomedical Signal Processing and Control 68, 102766, 2021
272021
Overcoming limitation of dissociation between MD and MI classifications of breast cancer histopathological images through a novel decomposed feature-based knowledge …
M Sepahvand, F Abdali-Mohammadi
Computers in Biology and Medicine 145, 105413, 2022
202022
A deep learning based compression algorithm for 9DOF inertial measurement unit signals along with an error compensating mechanism
M Sepahvand, F Abdali-Mohammadi
IEEE Sensors Journal, 2018
192018
A novel representation in genetic programming for ensemble classification of human motions based on inertial signals
M Sepahvand, F Abdali-Mohammadi
Expert Systems with Applications 185, 115624, 2021
182021
Teacher–student knowledge distillation based on decomposed deep feature representation for intelligent mobile applications
M Sepahvand, F Abdali-Mohammadi, A Taherkordi
Expert Systems with Applications 202, 117474, 2022
152022
Joint Learning Method with Teacher–Student Knowledge Distillation for On-Device Breast Cancer Image Classification
M Sepahvand, F Abdali-Mohammadi
Computers in Biology and Medicine, 2023
122023
Developing Graph Convolutional Networks and Mutual Information for Arrhythmic Diagnosis Based on Multichannel ECG Signals
B Andayeshgar, F Abdali-Mohammadi, M Sepahvand, A Daneshkhah, ...
International Journal of Environmental Research and Public Health 19 (17 …, 2022
102022
An Adaptive Teacher–Student Learning Algorithm with Decomposed Knowledge Distillation for On-Edge Intelligence
M Sepahvand, F Abdali-Mohammadi, A Taherkordi
Engineering Applications of Artificial Intelligence, 2023
82023
A new learning-based spatiotemporal descriptor for online symbol recognition
M Sepahvand, F Abdali-Mohammadi
Journal of AI and Data Mining 10 (1), 75-86, 2022
62022
A Meta-heuristic Model for Human Micro Movements Recognition Based on Inertial Sensors
M Sepahvand, F Abdali-Mohammadi
TABRIZ JOURNAL OF ELECTRICAL ENGINEERING 49 (1), 221-234, 2019
32019
Human Activity Recognition based on Multiple Inertial Sensors through Feature-based Knowledge Distillation Paradigm
M Mardanpour, M Sepahvand, F Abdali-Mohammadi, M Nikoee, H Sarabi
Information Science, 2023
12023
Arrhythmia detection by the graph convolution network and a proposed structure for communication between cardiac leads
B Andayeshgar, F Abdali-Mohammadi, M Sepahvand, A Almasi, S Nader
BMC Medical Research Methodology, 2024
2024
A Bone Age Assessment based on a hybrid Knowledge Distillation Paradigm using single ROI
F Abdali-Mohammadi, M Mardanpour, M Sepahvand, H Sarabi
Authorea Preprints, 2022
2022
A Bone Age Assessment based on a hybrid Knowledge Distillation Paradigm using single ROI
M Mardanpour, M Sepahvand, F Abdali-Mohammadi, H Sarabi
2022
ارائه یک مدل فراابتکاری برای تشخیص ریزحرکات انسان مبتنی بر حس‌گرهای اینرسی
سپهوند, ابدالی محمدی, فردین
مجله مهندسی برق دانشگاه تبریز 49 (1), 221-234, 2019
2019
A motion detection system utilizing wearable computer technology
F Abdali-Mohammadi, M Sepahvand, A Fathi
2017
Human Activity Analysis
M Sepahvand
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Articles 1–19