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):
"Combining EEG Sub-Bands and Network-Based Representations in an LSTM Autoencoder for Enhanced Seizure Detection", International Journal of Engineering, 39, 11, 2875, 1404/12/24
"Ensemble Learning for Speech Emotion Recognition using GraphBased Signal Dynamics", Journal of Artificial Intelligence and Data Mining, 14, 2, 197, 1405/01/23
"Predicting hematoma expansion in spontaneous hypertensive intracerebral hemorrhage using radiomics and machine learning: An ensemble approach", Computer Methods and Programs in Biomedicine Update, 9, , 100240, 1404/11/29
"ZechariahNet: A Novel Method of MS Lesion Diagnosis Through MRI Images by the Combination of C-LSTM and 3D CNN Algorithms", Algorithms, 19, 1, 72
"Leveraging Segmentation and Visibility Graph Analysis To Enhance Motor Imagery Classification in EEG Signals", Cognitive Computation, 18, , 8
"K-means-CRBM: An Efficient Unsupervised Tool for Feature Learning", Journal of Artificial Intelligence and Data Mining, 14, , 61, 1404/10/11
"Weighted Visibility Graph-based Deep Complex Network Features: New Diagnostic Spontaneous Speech Markers of Alzheimer's Disease", Physica D: Nonlinear Phenomena, 476, 476, 134681, 1404/01/18
"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
"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
