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

Privacy Protection and Security Defense of Federated Learning Big Data Based on Differential Privacy

Jinmei Li

#Differential privacy #federated learning #DCT #data protection #security defense

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

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

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

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

Nasser Alsharif

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

Distilled Transformer for Climate Sentiment Analysis on Social Media

Kun Zhu,Nor Hasliza Md Saad

#Natural language processing #transformer models #sentiment classification #knowledge distillation #social media mining

A Dual-Stage Lightweight Framework for Detecting Prompt Injections and Harmful Outputs in Large Language Models

Ali Altalbe,Bharathi Mohan Gurusamy

#Large language models #prompt injection detection #response safety filtering #distilbert #bias detection #adversarial prompt mitigation

B-PACIoT: A Hybrid Blockchain-Based Framework for Scalable, Secure and Privacy-Preserving EHR Management in IoT-Driven Healthcare

Salma Begum S.,J. Arokia Renjit,Chandrasekar Arumugam

#Blockchain-IoT integration #hybrid blockchain architecture #decentralized EHR management #privacy-preserving access control and healthcare data management

Multi-Classification of Chest X-Ray Images Using an Enhanced Deep Learning Approach

Revathi Annam,Savadam Balaji

#Lung diseases #CXR images #gaussian filtering #enhanced resnet50v2 #and enhanced deeplabv3+

Intelligent Clothing Design Interaction System Based on Multimodal Learning

Ting Zhou

#Multimodal learning #AI-assisted fashion design #computer vision #natural language processing #generative design models #user-centric fashion AI #interactive design process

Information Security Protection of Digitized Archives Based on State Secret Algorithms

Fen Wang

#national secret algorithm #SM2 algorithm #SM4 algorithm #digital archives information; safety protection

Construction of Educational Resource System Based on Mahout Collaborative Filtering Algorithm

Guiyong Zhu

#Multi-dimensional feature fusion #collaborative filtering algorithm #personalized recommendation #educational resource system #deep learning

Hybrid Ensemble Based Machine Learning Approach for Cardiovascular Disease Risk Prediction Using Multiple Integrated Datasets

Sravanthi Jakkula,Raju Bhukya

#Cardiovascular diseases #machine learning algorithms #stacked models #disease prediction

A Bimodal Emotion Recognition Algorithm for Audio and Video Based on Emotion Modeling

Yang Liu,Shudan Feng,Kaiyong Li

#Audio #video #fourier transform #soundnet neural network #recurrent neural network #long and short-term memory network

Sensitive Data Detection of Social Network Based on Improved Random Forest Algorithm

Weiyan Tang,Jun Luo

#Random forest algorithm #web crawler #naive bayes #sensitive data #feature extraction #data detection

Smart Agriculture Using Real-Time IoT-LoRa: Wheat Crop Disease Prediction and Irrigation Management Based on Machine Learning Models

Mohamed Sahnoun,Rachida Touhami,Smail Tedjini,Naim Ramou,Redouane Drai,Omar Kherif

#Smart agriculture #irrigation #IoT #LoRa #crop disease #deep learning #machine learning #fuzzy logic

Enhancing Social Networks Services: An Ontology- Based Approach

Eman Alduweib,Abdurahman Alahmadi,Waseem Alromema

#Social networks #internet users #user behavior #ontology #digital clones #digital immortality

A Silicosis-Focused Hybrid Architecture Leveraging Enhanced Segmentation and Feature Based Classification

Shivaanivarsha Natarajan,Kavipriya Periyasamy

#Deep learning #lung disease #silicosis #segmentation #UNet

Machine and Deep Learning Model for EMG Signal Classification: A New Performance-Cost Analysis Across CPU and GPU Architectures

Toka Fathi,Mohammed A M Abdullah,Basil Shukr

#EMG #GPU #decision trees #random forests #KNN #XGboost #LSTM #and CNN-LSTM

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