Fardin Abdali Mohammadi

Publication Activity (10 Years)

Years Active: 2012-2023
Publications (10 Years): 25

Top Topics

Genetic Programming

Top Venues

Comput. Biol. Medicine

Biomed. Signal Process. Control.

Signal Image Video Process.

Expert Syst. Appl.

Publications

Malihe Mardanpour, Majid Sepahvand, Fardin Abdali Mohammadi, Mahya Nikouei, Homeyra Sarabi
Human activity recognition based on multiple inertial sensors through feature-based knowledge distillation paradigm. Inf. Sci. 640 (2023)
Farzaneh Meshkat, Fardin Abdali Mohammadi
A new in-air handwritten persian characters recognition method based on inertial sensor position estimation and convolutional neural network. J. Ambient Intell. Humaniz. Comput. 14 (10) (2023)
Majid Sepahvand, Fardin Abdali Mohammadi
Joint learning method with teacher-student knowledge distillation for on-device breast cancer image classification. Comput. Biol. Medicine 155 (2023)
Majid Sepahvand, Fardin Abdali Mohammadi, Amir Taherkordi
An adaptive teacher-student learning algorithm with decomposed knowledge distillation for on-edge intelligence. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Majid Sepahvand, Fardin Abdali Mohammadi
Overcoming limitation of dissociation between MD and MI classifications of breast cancer histopathological images through a novel decomposed feature-based knowledge distillation method. Comput. Biol. Medicine 145 (2022)
Maytham N. Meqdad, Fardin Abdali Mohammadi, Seifedine Kadry
Meta Structural Learning Algorithm With Interpretable Convolutional Neural Networks for Arrhythmia Detection of Multisession ECG. IEEE Access 10 (2022)
Majid Sepahvand, Fardin Abdali Mohammadi, Amir Taherkordi
Teacher-student knowledge distillation based on decomposed deep feature representation for intelligent mobile applications. Expert Syst. Appl. 202 (2022)
Majid Sepahvand, Fardin Abdali Mohammadi
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. Inf. Sci. 593 (2022)
Ali Yavari, Amir Rajabzadeh, Fardin Abdali Mohammadi
A Profile-Based Binary Feature Extraction Method Using Frequent Itemsets for Improving Coronary Artery Disease Diagnosis. CoRR (2021)
Majid Sepahvand, Fardin Abdali Mohammadi
A novel multi-lead ECG personal recognition based on signals functional and structural dependencies using time-frequency representation and evolutionary morphological CNN. Biomed. Signal Process. Control. 68 (2021)
Majid Sepahvand, Fardin Abdali Mohammadi
A novel representation in genetic programming for ensemble classification of human motions based on inertial signals. Expert Syst. Appl. 185 (2021)
Ali Yavari, Amir Rajabzadeh, Fardin Abdali Mohammadi
Profile-based assessment of diseases affective factors using fuzzy association rule mining approach: A case study in heart diseases. J. Biomed. Informatics 116 (2021)
Sara Valikhani, Fardin Abdali Mohammadi, Abdolhossein Fathi
Online continuous multi-stroke Persian/Arabic character recognition by novel spatio-temporal features for digitizer pen devices. Neural Comput. Appl. 32 (8) (2020)
Shima Shafiee, Abdolhossein Fathi, Fardin Abdali Mohammadi
Prediction of protein - peptide binding residues using classification algorithms. BIBE (2020)
Ahmed Albasri, Fardin Abdali Mohammadi, Abdolhossein Fathi
EEG electrode selection for person identification thru a genetic-algorithm method. J. Medical Syst. 43 (9) (2019)
Mohammad Feli, Fardin Abdali Mohammadi
12 lead electrocardiography signals compression by a new genetic programming based mathematical modeling algorithm. Biomed. Signal Process. Control. 54 (2019)
Mohammad Feli, Fardin Abdali Mohammadi
A novel recursive backtracking genetic programming-based algorithm for 12-lead ECG compression. Signal Image Video Process. 13 (5) (2019)
Leila Yousofvand, Abdolhossein Fathi, Fardin Abdali Mohammadi
Person identification using ECG signal's symbolic representation and dynamic time warping adaptation. Signal Image Video Process. 13 (2) (2019)
Majid Sepahvand, Fardin Abdali Mohammadi, Farhad Mardukhi
Evolutionary Metric-Learning-Based Recognition Algorithm for Online Isolated Persian/Arabic Characters, Reconstructed Using Inertial Pen Signals. IEEE Trans. Cybern. 47 (9) (2017)
Behzad Hejrati, Abdolhossein Fathi, Fardin Abdali Mohammadi
Efficient lossless multi-channel EEG compression based on channel clustering. Biomed. Signal Process. Control. 31 (2017)
Behzad Hejrati, Abdolhossein Fathi, Fardin Abdali Mohammadi
A new near-lossless EEG compression method using ANN-based reconstruction technique. Comput. Biol. Medicine 87 (2017)
Abdolhossein Fathi, Pendar Alirezazadeh, Fardin Abdali Mohammadi
A new Global-Gabor-Zernike feature descriptor and its application to face recognition. J. Vis. Commun. Image Represent. 38 (2016)
Pendar Alirezazadeh, Abdolhossein Fathi, Fardin Abdali Mohammadi
A Genetic Algorithm-Based Feature Selection for Kinship Verification. IEEE Signal Process. Lett. 22 (12) (2015)
Fardin Abdali Mohammadi, Vahid Bajalan, Abdolhossein Fathi
Toward a Fault Tolerant Architecture for Vital Medical-Based Wearable Computing. J. Medical Syst. 39 (12) (2015)
Abdolhossein Fathi, Fardin Abdali Mohammadi
Camera-based eye blinks pattern detection for intelligent mouse. Signal Image Video Process. 9 (8) (2015)
Abdolhossein Fathi, Ahmad Reza Naghsh-Nilchi, Fardin Abdali Mohammadi
Automatic vessel network features quantification using local vessel pattern operator. Comput. Biol. Medicine 43 (5) (2013)
Fardin Abdali Mohammadi, Nemat Bakhsh Naser, Mohammad Ali Nematbakhsh
Empower service directories with knowledge. Knowl. Based Syst. 30 (2012)