Volume 20, Issue 4 (Special Issue on ADLEEE - December 2024)  

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XML Editorial Note to the Special Issue: “Applications of Deep Learning in Electrical and Electronic Engineering”
P. 1-7
Ardalan Faezmehr , Shahab Fatemi , Mohammad Reza Daliri
Abstract (402 Views) | Full-Text (PDF) (233 Downloads)

XML KurdSM: Transformer-Based Model for Kurdish Abstractive Text Summarization with an Annotated Corpus
P. 8-22
Pedram Yamini , Fatemeh Daneshfar , Abuzar Ghorbani
Abstract (593 Views) | Full-Text (PDF) (374 Downloads)

XML Transforming Cardiac Care: Machine Learning in Heart Condition Prediction Using Phonocardiograms
P. 23-32
Sandra D’Souza , Niranjan Reddy S , Saikonda Krishna Tarun , Sohan P , Aneesha Acharya k
Abstract (737 Views) | Full-Text (PDF) (365 Downloads)

XML Faster R-CNN and 3D reconstruction for handling tasks implementing a Scara robot
P. 33-40
Julian Herrera-Benavidez , Cesar Pachón-Suescún , Robinson Jimenez-Moreno
Abstract (581 Views) | Full-Text (PDF) (270 Downloads)

XML GPS Spoofing Detection using CAF Images and Neural Networks Based on the Proposed Peak Mapping Dimensionality Reduction Algorithm and TCNN Model
P. 41-54
M. J. Jahantab , S. Tohidi , Mohammad Reza Mosavi , Ahmad Ayatollahi
Abstract (875 Views) | Full-Text (PDF) (468 Downloads)

XML Diagnosis of Coronary Heart Disease via Robust Artificial Neural Network Classifier by Adaptive Synthetic Sampling Approach
P. 55-67
Elahe Moradi
Abstract (598 Views) | Full-Text (PDF) (249 Downloads)

XML Advanced Photovoltaic Emulator with ANN-Based Modeling Using a DC-DC Push-Pull Converter and LQR Control with Current Observer
P. 68-78
Aboubakeur HADJAISSA , Mohammed BENMILOUD , Khaled AMEUR , HALIMA BOUCHENAK , Maria DIMEH
Abstract (937 Views) | Full-Text (PDF) (388 Downloads)

XML Machine Learning-Driven Adaptive Modulation for VLC-Enabled Medical Body Sensor Networks
P. 79-90
Reza Bayat Rizi , Amir R. Forouzan , Farshad Miramirkhani , Mohamad F. Sabahi
Abstract (697 Views) | Full-Text (PDF) (344 Downloads)

XML Virtual assistant robot for physical training exercises supervision
P. 91-101
Robinson Jimenez-Moreno , Anny Astrid Espitia Cubillos , Esperanza Rodríguez Carmona
Abstract (750 Views) | Full-Text (PDF) (370 Downloads)

XML A Deep Learning Model for YOLOv9-based Human Abnormal Activity Detection: Violence and Non-Violence Classification
P. 102-114
𝐒𝐢𝐫𝐚𝐣𝐮𝐬 𝐒𝐚𝐥𝐞𝐡𝐢𝐧 , Shakila Rahman , 𝐌𝐨𝐡𝐚𝐦𝐦𝐚𝐝 𝐍𝐮𝐫 , 𝐀𝐡𝐦𝐚𝐝 𝐀𝐬𝐢𝐟 , 𝐌𝐨𝐡𝐚𝐦𝐦𝐚𝐝 𝐁𝐢𝐧 𝐇𝐚𝐫𝐮𝐧 , JIA UDDIN
Abstract (1985 Views) | Full-Text (PDF) (397 Downloads)

XML Deep Learning Integration in PAPR Reduction in 5G Filter Bank Multicarrier Systems
P. 115-125
Mohamed Hussien Moharam , AYA W. Wafik
Abstract (608 Views) | Full-Text (PDF) (218 Downloads)

XML Tuberculosis Classification using SVM and Modified CNN
P. 126-133
SRINIVAS BABU N , SHASHIKIRAN S , M JAYANTHI , Rajani N , K M PALANISWAMY , M R KUSHALATHA
Abstract (536 Views) | Full-Text (PDF) (300 Downloads)

XML Grasp Area Detection for 3D Object using Enhanced Dynamic Graph Convolutional Neural Network
P. 134-146
Haniye Merrikhi , Hossein Ebrahimnezhad
Abstract (429 Views) | Full-Text (PDF) (211 Downloads)

XML Performance Comparison of Facial Emotion Recognition: Introducing a Model within the Driver Assistance Framework based on Deep Learning with LBP Feature Extraction for In-Vehicle Applications
P. 147-161
Ehsan Ghasemi , Seyyed Mohammad Razavi , Sajad Mohamadzadeh
Abstract (497 Views) | Full-Text (PDF) (195 Downloads)

XML Efficient 3D Shape Matching: Dense Correspondence for non-isometric Deformation
P. 162-172
Amirreza Amirfathiyan , Hossein Ebrahimnezhad
Abstract (548 Views) | Full-Text (PDF) (244 Downloads)

XML Convolutional Neural Network Classification using Three Cepstrums Combinations with Time, Time Derivative and Reassigned STFT of Doppler Signatures from Radar Human Locomotion
P. 173-182
Dalila Yessad
Abstract (458 Views) | Full-Text (PDF) (173 Downloads)

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© 2022 by the authors. Licensee IUST, Tehran, Iran. This is an open access journal distributed under the terms and conditions of the Creative Commons Attribution-NonCommercial 4.0 International (CC BY-NC 4.0) license.