Majid Sepahvand

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 · 2022 · 68 citations

Electrophysiological Evaluation, Biosignal Processing, 12-Lead Ecg Signals +5

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 · 32 citations

Structural Dependencies, Electrophysiological Evaluation, Image Analysis +12

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 · 2016 · 31 citations

Engineering, Handwriting, Biometrics +21

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 · 27 citations

Engineering, Machine Learning, Knowledge Distillation +6

An adaptive teacher–student learning algorithm with decomposed knowledge distillation for on-edge intelligence

Majid Sepahvand, Fardin Abdali-Mohammadi, Amir Taherkordi · Engineering Applications of Artificial Intelligence · 2022 · 25 citations

Artificial Intelligence, Teacher Education, Engineering +9