دانشگاه محل فارغ التحصیلی: حکیم سبزواری زمینه ها و علایق پژوهشی: پردازش سیگنال های حیاتی، تبدیل سری زمانی به گراف، یادگیری ماشین و یادگیری عمیق عضویت در مجامع علمی: افتخارات علمی و اختراعات: شرح مختصر (درباره):
"Valvular Heart Disease Classification through Hierarchical Decomposition via Matrix Factorization of Scalogram-Based Phonocardiogram Representations", Journal of Artificial Intelligence and Data Mining, 13, 3, 369, 1404/03/25
"Enhanced heart sound analysis through hierarchical spectral basis vector extraction using deep orthogonal non-negative matrix factorization", The Journal of Supercomputing, 81, 899, 899, 1404/02/05
"Bridge anomaly detection via structure health monitoring with ResNet-152 and scalogram techniques on vibration data", Signal Image and Video Processing, 19, 4, 310, 1403/12/03
"Small-world networks propensity in spontaneous speech signals of Alzheimer’s disease: visibility graph analysis", Scientific reports, 15, , 1403/11/22
"A Non-invasive Approach for Early Alzheimer’s Detection Through Spontaneous Speech Analysis Using Deep Visibility Graphs", Cognitive Computation, 17, 1, 17, 1403/10/24
"Patient‑independent epileptic seizure detection
using weighted visibility graph features and wavelet
decomposition", Multimedia tools and application, , 1403/10/19
"Skin Lesion Classification via ensemble method on deep learning", Multimedia tools and application, 15, , 1
"A Novel Method for Fish Spoilage Detection based on Fish Eye Images using Deep Convolutional Inception-ResNet-v2", Journal of Artificial Intelligence and Data Mining, 12, 1, 105, 1403/02/29
"A novel method for distinction heart rate variability during meditation using LSTM recurrent neural networks based on visibility graph", Biomedical Signal Processing and Control, 90, , 105822-105854, 1402/09/21
"Classification of healthy and epileptic seizure EEG signals based on different visibility graph algorithms and EEG time series", MULTIMEDIA TOOLS AND APPLICATIONS, 83, , 2703-2724, 1402/02/19
"Indices from visibility graph complexity of spontaneous speech signal: An efficient nonlinear tool for Alzheimer's disease diagnosis", CHAOS SOLITONS & FRACTALS, 174, , 113829-113855, 1402/05/04
"A Novel Content-based Image Retrieval System using Fusing Color and Texture Features", Journal of Artificial Intelligence and Data Mining (JAIDM), 10, 4, 559-568
مقالات کنفرانسی
"Epileptic Seizures Detection Using Visibility Graph method and U-Net architecture", 10th International Conference on Signal Processing and Intelligent Systems (ICSPIS 2024), 1403/10/05, 1403/10/05
"Sequential Damage Detection on the KW51 Railway BridgeVibration Data Using Long Short-Term Memory Network", دومین کنفرانس هوش مصنوعی و فناوری های آینده نگر, 1403/08/01, 1403/08/01
