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

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

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

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

Improving Student Engagement in College Education with Fuzzy Control Algorithm

Yan Chen

#Fuzzy controller #mamdani fuzzy inference system #adaptive control #modified salp swarm #engagement level

Graph-Theoretic Model for Analyzing the Properties of Local Network in Social Internet of Things

Selvaraj Seerangan,Thangarajan Ramasamy

#Parental object relationship #SIoT #social object relationship #CLOR #C-WOR #ownership object relationship

A Survey: Linear and Nonlinear PCA Based Face Recognition Techniques

Jamal Hussain Shah,Muhammad Sharif,Mudassar Raza,Aisha Azeem

#Linear #non/linear #PCA #2DPCA #2DKPCA #facial feat ures extraction #face recognition #survey

GNN-DQL-Based Chronic Kidney Disease Classification Using GFR in the Internet of Medical Things Environment

Bhavani Tatiparti,Vydeki Dharmar

#Deep learning #neural network #Q-learning #glomerular filtration rate #mayfly optimization #optimal features #parameter optimization #AMO

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

GNN-DQL-Based Chronic Kidney Disease Classification Using GFR in the Internet of Medical Things Environment

Bhavani Tatiparti,Vydeki Dharmar

#Deep learning #neural network #Q-learning #glomerular filtration rate #mayfly optimization #optimal features #parameter optimization #AMO

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

Multicasting Strategies for Increasing Network Efficiency in 5G Using Deep Learning

Wael AlZoubi,Hazem Hatamleh

#Multicasting #network performance #artificial intelligence #deep Q-networks #deep reinforcement learning #quality of service

Multicasting Strategies for Increasing Network Efficiency in 5G Using Deep Learning

Wael AlZoubi,Hazem Hatamleh

#Multicasting #network performance #artificial intelligence #deep Q-networks #deep reinforcement learning #quality of service

EEG Signal Recognition of VR Education Game Players Based on Hybrid Improved Wavelet Threshold and LSTM

Yang Li,Haiyu Zhang

#EEG signal #wavelet threshold method #LSTM #VR #EEMD

OntoDin: An Islamic Ontology of Quran and Hadith

Fairouz Bendjamaa,Nora Taleb

#Ontology engineering #semantic representation #protégé #religious texts

Bibliometric Analysis and Systematic Review of Research on Expert Finding: A PRISMA-guided Approach

Xuan-Lam Pham,Thi Thu Le

#Expert finding #expert finding systems #bibliometric analysis #systematic review #PRISMA methodology

Gesture Recognition Technology of VR Piano Playing Teaching Game based on Hidden Markov Model

Min Zeng

#HMM #piano performance #gesture recognition #SMA #VR technology

A Framework for Saudi Uniform Gait Recognition Based on Kinect Skeletal Tracking

Jawad H. Alkhateeb,Ehsan Owaidah,Aiman Turani,Rashiq Marie,Aladdein Amro,Ahmad A. Mazhar

#Biometric system #gait recognition #kinect sensor #KNN

Achieving better Resource Utilization by Implementing a High-Performance Intelligent Framework in a Distributed Environment

Srinivasan Narayanasamy,MohanKumar Palanichamy,Selvam Lakshmanan,ArokiaRenjith Jerald

#Computational intelligence #scheduling #high-performance computing #resource utilization

Usage of Statistical Techniques to Monitor the Performance of Wind Turbines

Aditya Dubey,Pradeep Yadav,Subhash Chandra Patel

#AEP #sigmoid #RELU #softmax #TANH #wind power curve model #statistical model