ISSN: 1683-3198
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e-ISSN: 2309-4524
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DOI: 10.34028/iajit
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The International Arab Journal of Information Technology
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Joint Extraction of Organizations and Relations for Emergency Response Plans with Rich Semantic Information Based on Multi-head Attention Mechanism
Tong Liu,Haoyu Liu,Weijian Ni,Mengxiao Si
#Emergency plan
#entity-relation joint extraction
#deep learning
#attention mechanism
Computational Intelligence Based Point of Interest Detection by Video Surveillance Implementations
Emre Tercan,Serkan Tapkın,Furkan Küçük,Ali Demirtaş,Ahmet Özbayoğlu,Abdussamet Türker
#Point of interest detection
#YOLO algorithm
#R-CNN
#TOOD
#deep learning
Deep Learning Inpainting Model on Digital and Medical Images-A Review
Jennyfer Susan,Parthasarathy Subashini
#Image inpainting
#image restoration
#deep learning
#supervised method
#unsupervised method
Spatial and Semantic Information Enhancement for Indoor 3D Object Detection
Chunmei Chen,Zhiqiang Liang,Haitao Liu,Xin Liu
#3D object detection
#edge convolution
#attention mechanism
#spatial information
#semantic information
A Comparative Study on Deep Learning and Machine Learning Models for Human Action Recognition in Aerial Videos
Surbhi Kapoor,Akashdeep Sharma,Amandeep Verma,Vishal Dhull,Chahat Goyal
#Human action recognition
#openpose
#unmanned aerial vehicle
#kNN
#decision trees
#random forests
#SVM
#multilayer perceptron
#LSTM
Intelligent Recognition of Gas-Liquid Two-Phase Flow Based on Optical Image
Shujuan Wang,Haofu Guan,Yuqing Wang,Kanghui Zhang,Yuntao Dai,Shouxu Qiao,Jihong Shen
#Optical image
#gas-liquid two-phase flow
#machine vision
#FCN
#U-Net
Generating Embedding Features Using Deep Learning for Ethnics Recognition
Mohammed Alghaili,Zhiyong Li,Ahmed AlBdairi,Malasy Katiyalath
#Computer vision
#machine learning
#ethnics identification
#deep learning
Deep Learning Based Mobilenet and Multi-Head Attention Model for Facial Expression Recognition
Aicha Nouisser,Ramzi Zouari,Monji Kherallah
#Depthwise
#pointwise
#attention
#balanced
#skip connection
#transfer learning
A Comparative Study of Different Pre-Trained Deep Learning Models and Custom CNN for Pancreatic Tumor Detection
Muhammed Talha Zavalsız,Sleiman Alhajj,Kashfia Sailunaz,Tansel Ozyer,Reda Alhajj
#Deep learning
#medical image
#pancreatic tumor detection
#convolutional neural networks
#pancreatic ductal adenocarcinoma
Estimation Model for Enhanced Predictive Object Point Metric in OO Software Size Estimation Using Deep Learning
Vijay Yadav,Raghuraj Singh,Vibhash Yadav
#Effort estimation
#functional size measurement
#object orientation predictive object point
#software metrics
#software measurement
Human Facial Emotion Recognition using Deep Neural Networks
Benisha S,Mirnalinee TT
#Neural Network
#deep neural networks
#facial expression
#emotion recognition system
A Hybrid Grey Wolf-Whale Optimization Algorithm for Classification of Corona Virus Genome Sequences using Deep Learning
Muthulakshmi Murugaiah,Murugeswari Ganesan
#Corona virus genome
#deep learning
#feature selection
#GWO
#hybrid optimization
#WOA
Convolutional Neural Network Based Hand Gesture Recognition in Sophisticated Background for Humanoid Robot Control
Ali Yildiz,Nurettin Gökhan Adar,Ahmet Mert
#Hand gesture recognition
#human-robot interaction
#robot control
#convolutional neural network
#deep learning
An Adaptive Traffic Lights System using Machine Learning
Mohammad Ashraf Ottom,Ahmad Al-Omari
#Traffic time management
#image processing and objects detection
#vehicles dataset
Using Deep Learning for Automatically Determining Correct Application of Basic Quranic
Jordan University of Science and Technology, Jordan
#Articulation rules (Ahkam Al-Tajweed)
# Mel-Frequency Cepstral Coefficient (MFCC)
# Linear predictive Code (LPC)
# Wavelet Packet Decomposition (WPD)
# Hidden Markov Model based Spectral Peak Location (HMM-SPL)
# Convolutional Deep Belief Network (CDBN); k-Nearest Neighbors (KNN); Support Vector Machines (SVM); Artificial Neural Network (NN)
# Random Forest (RF)
# multiclass classifier
# bagging; t-Test
A Sentiment Analysis System for the Hindi Language by Integrating Gated Recurrent Unit
with Genetic Algorithm
#Sentiment analysis
# Hindi language
# multilingual
# deep learning
# gated recurrent unit
# genetic algorithm
A Deep Learning Approach for the Romanized Tunisian Dialect Identification
Jihene Younes1, Hadhemi Achour1, Emna Souissi2, and Ahmed Ferchichi1 1Université de Tunis, ISGT, Tunisia 2Université de Tunis, ENSIT, Tunisia
#Tunisian dialect
# language identification
# deep learning
# BLSTM
# CRF
# natural language processing
A Deep Learning Based Prediction of Arabic Manuscripts Handwriting Style
Manal Khayyat1 and Lamiaa Elrefaei2 1Computer Science Department, King Abdulaziz University, Saudi Arabia 2Electrical Engineering Department, Benha University, Egypt
#Deep Learning Model
# Convolutional Neural Network
# Handwriting Style Prediction
# Arabic Manuscript Images
DoS and DDoS Attack Detection Using Deep Learning and IDS
Mohammad Shurman1, Rami Khrais2, and Abdulrahman Yateem1 1Jordan University of Science and Technology, Network Engineering and Security Department, Jordan 2Jordan University of Science and Technology, Computer Engineering Department, Jordan
#Deep learning
# DoS
# DrDoS
# IDS
# IoT
# LSTM
Conceptual Persian Text Summarizer: A New Model in Continuous Vector Space
Mohammad Ebrahim Khademi, Mohammad Fakhredanesh, and Seyed Mojtaba Hoseini
#Extractive Text Summarization
# Unsupervised Learning
# Language Independent Summarization
# Continuous Vector Space
# Word Embedding
# Natural Language Processing
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