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

Archery Human Pose Estimation System Based on DFPDeblur GAN Algorithm

Xiao Yan,Zhuohan Wu,Ting Wang

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

Stimulating the Efficiency of Massive MIMO Cooperative NOMA Applying RIS in 6G Networks

Mohamed Hassan,Khalid Hamid,Elmuntaser Hassan,Imadeldin Elmutasim,Izzeldin Mohamed

#Cooperative NOMA #massive MIMO #CR #RIS #SE #millimeter-wave

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

Exploring the Intersection of Information Theory and Machine Learning

Yousef Jaradat,Mohammad Masoud,Ahmad Manasrah,Mohammad Alia,Khalid Suwais,Sally Almanasra

#Information theory #machine learning #entropy #mutual information #information bottleneck

Deep Learning-Based Control System for Context-Aware Surveillance Using Skeleton Sequences from IP and Drone Camera Video

Vasavi Sanikommu,Sobhana Mummaneni,Novaline Jacob,Emmanuel Sanjay Raj K.C,Bhartendra Kumar,Radha Devi Pullur Variam

#Computer vision #human activity recognition #face recognition #crowd video surveillance #deep learning #feature extraction

Exploring the Intersection of Information Theory and Machine Learning

Yousef Jaradat,Mohammad Masoud,Ahmad Manasrah,Mohammad Alia,Khalid Suwais,Sally Almanasra

#Information theory #machine learning #entropy #mutual information #information bottleneck

Deep Learning-Based Control System for Context-Aware Surveillance Using Skeleton Sequences from IP and Drone Camera video

Vasavi Sanikommu,Sobhana Mummaneni,Novaline Jacob,Emmanuel Sanjay Raj K.C,Bhartendra Kumar,Radha Devi Pullur Variam

#Computer vision #human activity recognition #face recognition #crowd video surveillance #deep learning #feature extraction

HECOCP: Hybrid Edge-Cloud Optimistic Concurrency Protocol for Sensor Data Transactional Services

Abdelraouf Ishtaiwi,Ahmad Nabot,Omar Alzubi,Awad Ramadan,Abdulbasit Darem,Asma Alhashmi,Mohammad Alauthman,Amjad Aldweesh

#Hybrid concurrency control #local validation #global validation #edge-cloud

A Robust Multiwavelet-Based Watermarking Scheme for Copyright Protection of Digital Images using Human Visual System

Padmanabhareddy Vundela,Varadarajan Sourirajan

#Digital watermarking #copyright protection #HVS #robust #discrete wavelet transform #GHM multiwavelet transform #canny edge detection algorithm #hausdorff distance measure #correlation coefficient

Interactive Query Expansion using Concept-Based Directions Finder Based on Wikipedia

Yuvarani Meiyappan,Sriman Narayana Iyengar

#Interactive query expansion #term suggestion #direc tion finder #term extractor #web search #Wikipedia

Explore the Relationship between House Prices and Crime Rate in the UK Using Machine Learning Techniques

Soudabeh Motevali,Hamzeh Aljawawdeh,Sami Abuezhayeh,Eman Qaddoumi

#Machine learning techniques #decision trees #random forest #house prices #crime rates #house price pre-diction

An Efficient Deep Learning based Multi-Level Feature Extraction Network for Multi-modal Medical Image Fusion

Syed Munawwar,Panyam Vuppu Gopi Krishna Rao

#Image fusion #deep learning #feature extraction #soft attention #and modified resblock

A Dual-End Recommendation Algorithm Integrating User Intent and Knowledge-Aware Attention Networks

Zijie Ji,Teng Lv,Yi Yu

#Recommendation model #user intent #knowledge-aware attention #dual-end recommendation

Hybrid FuzzyPCA-VGG16 Framework for Classifying Pox Virus Images

K.P. Haripriya,H. Hannah Inbarani

#Classification #VGG-16 #PCA #fuzzy membership function #CNN #resnet50 #data augmentation