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

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

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

China Southern Power Grid Company, Yuan La, Wanci Zhan g, Zhengrong Wu, Song Wang

#Natural language query # hybrid data fusion # large language model agent sys tem # decision support system # power grid command and control # distributed intelligent agents # 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

Assessing the Effectiveness of LLMs as Autonomous Solvers for University Course Timetabling

Basma Alharbi

#Automated scheduling #combinatorial optimization #constraint satisfaction problems #curriculum-based course timetabling #ITC-2007 benchmark #large language models

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

Cognitive-Fuzzy Learning System-Based University English Smart Classroom Teaching Design and Application

Ningyi Lai

#Real -time teaching strategies #cognitive -fuzzy learning systems #smart classrooms #adaptive learning model #fuzzylogic in education #university english teaching #language education technolog y

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

Nasser Alsharif

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

Multipath Routing Protocol: For Wireless Ad-hoc Networks Based on Fibonacci

Adnan Ahmad,Noor Mast,Faten Khalid Karim,Fasee Ullah,Carolina Del-Valle-Soto,Mohamad Khairi Ishak,Samih M. Mostafa,Jose Varela-Aldas

#Channel contention #CCBR #MCBR #multi-path routing #wireless ad hoc networks

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

The Demonstration of Generative AI in the Development of Process Architecture: The Case of Bank Deposits

Mohammad Sabri,Ahmad Samhan,Ghassan Samara,Sami Abuezhayeh,Mahmoud Odeh,Sulieman Mohammad

#Business process architecture #Riva method #GAI #ChatGPT #DeepSeek #process modelling #large language models

Brushwork Segmentation Method for Ink Painting Based on Digital Culture Entropy Regression

Yongbo Wu

#Digital culture entropy regression #ink painting #painting technique #brushwork #segmentation