The International Arab Journal of Information Technology (IAJIT)

DRLD2D: Deep Reinforcement Learning-Based Optimized Routing for 5G Device-to-Device Net-works

Anu Mangal,Anjali Potnis,Murtaza Abbas Rizvi

#5G (D2D) networks #(MDP) #next hop selection #network performance enhancement #throughput #end to end delay #optimised routing #(DRL) #intelligent routing protocol

A Method for Four-Property Detection of Electronic Financial Archive Data Based on Dynamic Particle Swarm Algorithm

Liang Chen,You Wen,Huaquan Su

#Dynamic particle swarm algorithm #electronic financial archive data #four properties detection #authenticity #integrity #availability #security #digital signature algorithm

Systematic Review of Artificial Intelligence Techniques for Blood Glucose Predicting in Diabetes

Mohammed Alotaibi,Osama Moh’d Alia

#Artificial intelligence #blood glucose prediction #deep learning #diabetes management #hypoglycemia prediction #hyperglycemia prediction #machine learning

Adaptive Load Balancing in Multi-Cloud Systems Using ResFedLB for Load Balancing and RL-COSCoati with Fuzzy Fault Management

Damodhar MummiReddy,Choda Durga Venkata Subba Rao

#Multi -cloud load balancing #federated learning #ResFedLB #workload forecast ing #task scheduling #RL -COSCoati #fault identification

HAL: A Centralized Multi-Agent Large Language Model System for Reliable Natural Language Hybrid Data Query and Decision Support in Power Grid Command Centers

Hua Li,Yuan La,Wanci Zhang,Zhengrong Wu,Song Wang

#Natural language query #hybrid data fusion #large language model agent system #decision support system #powergrid command and control #distributed intelligent agent s #explainable information retrieval

KG4RSV: Towards Knowledge Graph -driven Specification and Validation of ML Dataset Quality Requirements: Case Study on e -ICU dataset

Ziad NASRI,Samir SELLAMI,Chabane DJEDDI,Taoufiq DKAKI,Nacereddine ZAROUR,Pierre-Jean Charrel

#Artificial intelligence #AI/ML -dataset #dataset quality requirements #requirements specification and validation #knowledge graphs #requirements engineering

Research on Music Emotion Analysis and Classification Algorithm Based on Artificial Intelligence Natural Language Processing

Ping Ran

#Music emotion analysis #redefined crayfish optimization #XLNet #NLP #emotion classification

From Roots to Tweets: Leveraging Linguistic Features for Arabic Social Media Content Classification

Hamda Slimi,Ibrahim Bounhas

#Arabic tweet classification #graph representation learning #machine learning #knowledge graphs #heteregenous graphs.

Pattern Recognition in Islamic Architecture: Machine Learning Perspective

Sattam Almatarneh,Noura Qazza,Ahmad Al Smadi

#Islamic architecture #deep learning #machine learning classifiers #HOG #LBP #CNNs #image classification

MeL-ReHS2LSTM: A Multimodal Semantic Retrieval Framework with Fuzzy Ranking and Lightweight Caption Parsing

Shaik Asha,Sajja Tulasi Krishna

#Caption retrieval #deep learning #fuzzy inference system #image captioning #multimodal dataset #semantic search #string matching

Graph Convolutional Networks for Email Sentiment Analysis: A Joint Modeling Framework Integrating Behavioral and Linguistic Features

Rongli Tang

#GCN #email sentiment analysis #joint modeling #behavioral features #sentiment classification

Ice and Snow Sports Behavior Recognition Technology Based on EM Algorithm and RepVGG Neural Network

Shu Yu,Jianxin Kang,Dawei Wu,Wang Wang

#Ice and snow sports #Behavior recognition #RepVGG #EM algorithm #multimodal feature

Automated Detection of Albanian Gegë and Toskë Dialects Through Classical and Deep-Learning Classifiers

Eliot Bytyçi,Enda Alidema,Jetmir Gjoni,Trime Ismajli

#Albanian language dialects #natural language processing #machine learning #deep learning

TSRL: Boosting IoT Edge Time Series Database Scalability through Lightweight Rate Limiter

Ahmed El-Naggar,Magdy Nagi,Sahar Ghanem

#IoT #edge computing #time series #database #rate limiter

Minimum Extraction of Sub-ROI for Near-Lossless Compression on Medical DICOM Image

Ghalib Salman,Arif Arif,Sarina Mansor

#Medical image compression #Sub-ROI #near-lossless compression #DICOM Images #coding techniques

A Fuzzy Decision System for Providing Emotional Support to College Students via Customization

Guoan Liu,Zumeng Wang,Peihua Xu,Heung Kou

#Fuzzy multicriteria decision-making #emotional support #customization #mamdani fuzzy inference

Adversarially-Resilient Deep Learning Framework for Detecting Evasive Cyber Threats in Network Traffic

Nasser Alsharif

#adversarial #deep Learning #IDS #network traffic #cyber threats

Towards Resilient Distributed Computing: A Self-Healing Fault Tolerance Framework Using Hybrid AI Models

Mohd Haroon, Zeeshan Ali Siddiqui, Mohammad Husain, Arshad Ali

#Fault tolerance # LSTM # Q -learning # self -healing systems # distributed computing # reinforcement learning # system resilience # MTTR

Application Research of Object Detection Model Based on Deep Learning in Video Surveillance Process

Xuechun Wang,Feifei Cheng,Junhao Jia

#object detection #deep learning #IFasterR-CNN #video surveillance #K-means

Implementation and Application of a Particle Swarm Optimization Ontology to the Resolution of the Object Classification Problem: A Case Study to Classifying Cervical Cancer Cells Images

Nyaradzo Tsedura,Ernest Bhero,Colin Chibaya

#Ontology #particle swarm optimization system #object classification problem

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