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

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

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

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

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

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

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

Novel Compression System for Hue-Saturation and Intensity Color Space

Noura Semary,Mohiy Hadhoud,Hatem Abdul-Kader,Alaa Abbas

#Hue #saturation #intensity #encoding #compression

An Improved Version of the Visual Digital Signature Scheme

Abdullah Jaafar,Azman Samsudin

#Digital signature #non&expansion visual cryptograph y #boolean operation #visual share

Facial Expression Recognition and Classification Using Optimized EfficientNet-B7

Jenu Prabha,Vinod Kumar

#Facial expression #recognition #optimization #efficientnet #feature extraction #deep learning

Facial Expression Recognition and Classification Using Optimized EfficientNet-B7

Jenu Prabha,Vinod Kumar

#Facial expression #recognition #optimization #efficientnet #feature extraction #deep learning

Dynamic Healing Process Analysis: Image Morphing with Warping Technique for Nose and Esophagus Studies

Muhammad Siddiqi,Yousef Alhwaiti,Said Elaiwat,Marwan Abu-Zanona

#Computer vision #image morphing #warping #face matching #forward algorithm #backward algorithm

Heart Disease Diagnosis Using Decision Trees with Feature Selection Method

Alaa Sheta,Walaa El-Ashmawi,Abdelkarim Baareh

#Machine learning #classification #decision tree #heart disease #diagnosis

Detecting Spam Reviews in Arabic by Deep Learning

Eman Aljadani,Fatmah Assiri,Areej Alshutayri

#Spam reviews #spam reviews detection #arabic language #deep learning #convolutional neural network #bidirectional long short-term memory

A Review of SDLCs for Big Data Analytics Systems in the Context of Very Small Entities Using the ISO/IEC 29110 Standard-Basic Profile

David Montoya-Murillo,Manuel Mora,Sergio Galvan-Cruz,Angel Munoz-Zavala,Francisco Alvarez-Rodriguez

#BDAS #SDLC #ISO/IEC-29110-standard for VSEs #CRISP-DM #BSPL #TDSP and DDSL

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

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

Fuzzy Modeling for Handwritten Arabic Numeral Recognition

Dhiaa Musleh,Khaldoun Halawani,Sabri Mahmoud

#Automatic fuzzy modeling #arabic online digit recognition #directional features #online digits structural features

Using Machine Learning Techniques for Subjectivity Analysis based on Lexical and Non-lexical Features

Hikmat Ullah Khan,Ali Daud

#Machine Learning #classification #opinion mining #lexicon #non-lexical features