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

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

Federated Graph Neural Networks for Dynamic IoT Collaboration Optimization in Smart Home Environments

Cheng Zhang,Yuanquan Zhong

#IoT device collaboration #graph neural network #federated learning #graph structure #smart home

Fuzzy Speech Recognition Algorithm Based on Continuous Density Hidden Markov Model and Self Organizing Feature Map

Yanning Zhang,Lei Ma,Yunwei Li

#Speech recognition #wiener filter #Mel-frequency cepstrum coefficient #continuous hidden Markov model #self-organizing feature neural network

Fuzzy Speech Recognition Algorithm Based on Continuous Density Hidden Markov Model and Self Organizing Feature Map

Yanning Zhang,Lei Ma,Yunwei Li

#Speech recognition #wiener filter #Mel-frequency cepstrum coefficient #continuous hidden Markov model #self-organizing feature neural network

An Enhanced Q-Learning MAC Protocol for Energy Efficiency and Convergence in Underwater Sensor Networks

Islam Ud Din,Irshad Abbasi,Sikandar Ali,Khalil Al Ruqeishi

#Q-Learning #under water sensor networks #MAC protocol #adaptive Q-Learning #energy efficiency

Evaluation of Emission Reduction Performance of Power Enterprises Based on Least Squares Support Vector Machine

Wanqing Zhang,Ruohan Huang,Luwei Ye

#Power generation enterprise #evaluation indicators #least squares support vector machine #Lion swarm optimization algorithm #chaos theory

RSO based Optimization of Random Forest Classifier for Fault Detection and Classification in Photovoltaic Arrays

Khaled Baradieh,Mohd Zainuri,Mohamed Kamari,Yushaizad Yusof,Huda Abdullah,Mohd Zaman,Mohd Zulkifley

#Classifier #diagnosis #fault classification #fault detection #machine learning #optimization #photovoltaic #pv #random forest

Machine Learning Driven Threat Identification to Enhance FANET Security using Genetic Algorithm

Shikha Gupta,Neetu Sharma

#FANET #threats #genetic #trust #reputation #network reliability #machine learning

Smart City Application: Internet of Things (IoT) Technologies Based Smart Waste Collection Using Data Mining Approach and Ant Colony Optimization

Zeki Oralhan,Burcu Oralhan,Yavuz Yiğit

#Ant colony optimization #data mining #IoT smart device #smart city #smart waste management

A Novel Resource Scheduler for Resource Allocation and Scheduling in Big Data Using Hybrid Optimization Algorithm at Cloud Environment

Aarthee Selvaraj,Prabakaran Rajendran,Kanimozhi Rajangam

#Resource management #particle swarm optimization #computer performance #data analysis #virtualization

Intelligent Recognition of Gas-Liquid Two-Phase Flow Based on Optical Image

Shujuan Wang,Haofu Guan,Yuqing Wang,Kanghui Zhang,Yuntao Dai,Shouxu Qiao,Jihong Shen

#Optical image #gas-liquid two-phase flow #machine vision #FCN #U-Net

FacultyofEngineering,FayoumUniversity,Egypt

#Overlay # ANN # pavement design # neural network # mech anistic-empirical # flexible pavements

A new Model of Multi-Key Generation for RFID Access Control System

handling modern security threats, with access decisions influenced by several factors, including situational, environmental

#Encryption key generation model # Risk-based access control # Radio frequency identification

Assessment of Ensemble Classifiers Using the Bagging

Hassan Mohamed1, Abdelazim Negm1, Mohamed Zahran2, and Oliver Saavedra3 1Department of Environmental Engineering, Egypt-Japan University of Science and Technology, Egypt 2Department of Geomatics Engineering, Benha University, Egypt 3Department of Civil Engineering, Tokyo Institute of Technology, Japan

#Bagging; classification; ensemble; landsat satellite magery

Khalid Eldrandaly

# Site selection # GIS # MCE # AHP # OWA # AHP-OWA

Environment Recognition for Digital Audio Forensics Using MPEG-7 and Mel Cepstral Features

compared to other branches of audio forensics, it i s a less researched one. Especially less attention has been given to detect

# Audio forensics # environment recognition # MPEG-7 aud io # MFCC

The Influence of Data Classification Methods on Predictive Accuracy of Kernel Density Estimation

Hotspot Maps

#Crime mapping # hot spot # kernel density # classification methods

Improving Energy Efficiency and Impairing Environmental Impacts on Cloud Centers by

Transforming Virtual Machine into Self-Adaptive

#Container as a service # green cloud computing # energy efficiency # resource utilization

Performance Evaluation and Simulation of the

Traversal Algorithms for Robotic Agents in

#Unmanned aerial vehicles # UAV controller # embedded systems # multilayered architecture