Strategic Optimization of Convergence and Energy in Federated Learning Systems

Ghassan Samara,Raed Alazaidah,Ibrahim Obeidat,Mohammad Aljaidi,Mahmoud Odeh,Alaa Elhilo,Sattam Almatarneh,Mo’ath Alluwaici,Essam Aldaoud

#Federated learning #convergence speed #energy efficiency #early stopping #CO₂ emissions #hill-climbing

Bridging the Gap: Ensemble Learning-Based NLP Framework for AI-Generated Text Identification in Academia

Layth Hazim,Oguz Ata

#Large language models #AI-generated text #human-written text #exploratory data analysis #NLP #ensemble learning

Archery Human Pose Estimation System Based on DFPDeblur GAN Algorithm

Xiao Yan,Zhuohan Wu,Ting Wang

#Archery sport #attitude estimation #DFPDeblur GAN #HRNet #deblurring

Enhancing Smart Farming with IoT Sensors Using FRPGW and HALSTM for Accurate Predictions

Fathima ShreneShifna,Baalaji Kadarkarai

#IoT smart farming #agriculture #FRPGW #HALSTM #ANN #LSTM

Malware Detection through Memory Forensics and Windows Event Log Analysis

Dinesh Patil,Akshaya Prabhu

#Malware #windows event logs #code section #main memory analysis #main memory structures #VAD #volatile memory

ARCNet: A Novel Deep Learning Model for Robust Solid Waste Image Classification in Waste Management Systems

Velmurugan Lingamuthu,Devaraju Sellappan,Sakthivel Balu,Sheik Mohammed Abdul Raghabu,Aanjankumar Sureshkumar,Prabu Kanna Govindarajan

#Solid waste management #classification #ARCNet #global context attention module

Evaluation of Deep Learning Models for Remote Sensing Segmentation and Classification

SaiVenkataLakshmi Ananth,Suryakanth Gangashetty

#Semantic segmentation #deep learning #VGG16 #classification #remote sensing #densenet201-CNN #U-net #deeplabV3+

Integrating UAV Networks and Edge Computing for Smart Cities: Architecture, Techniques, and Future Trends

Antima Jain,Mohammad Muqeem,Muhammad Uzair,Mohammad Ahmed,Anand Rajawat,Ahmad Khan*,Mohammad Hussain,Mohammad Hussain*,Arshad Ali

#UAVs #wearble devices #XAI #consumer electronics #personalized health monitoring #data transparency and ethics

Neural Volumetric Representations for Real-Time 3D Scene Reconstruction using Multi-Modal Learning Algorithm

Pidatala Babu,Preeti Jha

#Deepvoxels #neural rendering technique #NeRF #MMLA

Innovative Approach for Brain Tumor Image Classification with Novel Optimized Feedforward Networks

Raafat Munshi

#Brain tumor image classification #AMFO-FNN #gaussian filter #GLCM #medical imaging

A Novel Risk-Based Testing Framework for Distributed Agile Software Development

Esha Khanna,Rashmi Popli,Naresh Chauhan

#Test case prioritization #risk-based testing #distributed agile software development

Campus Network Security Situation Awareness Based on AHP and Nadam Algorithm

Liwen Xu

#Network security #situation awareness #analytic hierarchy process #nadam algorithm #long and short-term memory network

An Efficient Integrity and Authenticated Elliptic Curve Cryptography Algorithm for Secure Storage and Routing in TLS/SSL

Josepha Menandas,Mary Subaja

#Elliptic curve cryptography #transport layer security #confidentiality #authentication #integrity #chinese remainder theorem #hash algorithm #point arithmetic

NS-PPO: A Two-Stage Data Resampling Framework for the Initial Phase of Software Defect Prediction

Xiaowei Zhao,Xuanye Wang,Siliang Suo,Lu Lu

#Software defect prediction #class imbalance #deep reinforcement learning

A New Data Reduction Technique for Efficient Arabic Data Sentiment Analysis

Remah Younisse,Arafat Awajan,Maram Bani Younes

#Arabic language #sentiment analysis #BERT #data reduction #TF-IDF

Ecological Capacity Assessment of Forest Park Tourists by Integrating Attention Mechanisms and Remote Sensing Images

Qiaofeng Zhou

#Attention mechanisms #remote sensing imagery #tourist #ecological capacity

Adaptive Red Panda Optimization for Feature Extraction in Diabetic Retinopathy Detection Using Deep Learning

Mahesh Ramakrishnappa,Rohith Shivashankar

#Diabetes #diabetic retinopathy detection #convolutional neural network #U-net #red panda optimization

Precision Pursuit: A Spectral Decomposition- Driven Adaptive Block Measurement Matrix for

Enhanced Compressive Sensing in Imaging,Deepa Thangavel

#Hybrid sensing matrix #sparsity #recovery algorithm #OMP #CoSaMP

Hybrid CNN Xception and Long Short-Term Memory Model for the Detection of Interpersonal Violence in Videos

David Calderon-Vilca,Kent Cuadros-Ramos,Sergio Valcarcel-Ascencios,Igor Aguilar-Alonso

#Image processing #LSTM #patterns of violence #violence detection #xception

An Improved Taylor Hyperbolic Tangent and Sigmoid Activations for Avoiding Vanishing Gradients in Recurrent Neural Nets

Tirupati Gullipalli,Krishna Murali,Srinivasa Peri

#Vanishing gradient #taylor expansion #functional approximation #sigmoid #hyperbolic tangent #neural networks