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

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+

Enhancing Motor Imagery EEG Classification Accuracy Using Weight Features Function

Abdel Fateh Doudou,Aicha Reffad,Kamel Mebarkia

#brain-computer interface #features extraction #genetic algorithm #motor imagery #SVM classifier

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

Unsupervised Convolutional Autoencoder Framework for Multimodal Medical Image Fusion in Brain Tumour Diagnosis

Saravanan Vijayan,Malarvizhi Subramani

#Unsupervised learning #autoencoders #image fusion #medical images #brain tumours

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

Unsupervised Convolutional Autoencoder Framework for Multimodal Medical Image Fusion in Brain Tumour Diagnosis

Saravanan Vijayan,Malarvizhi Subramani

#Unsupervised learning #autoencoders #image fusion #medical images #brain tumours

Automated Excavator Activity Diagnosis Via a Topology and Statistical Information Based Classifier

Mushu Wang,YuKui Qin,Tiepeng Bi,Weigang Pan

#Metric learning #covering algorithm #topology and statistical information #excavator activity classify

Sales Forecasting and Consumption Recommendation System of E-commerce Agricultural Products Based on LSTM Model

Jianwei Wu

#LSTM model #sales forecast of agricultural products #e-commerce #personalized recommendation system

A Hybrid Image Compression Scheme using DCT and Fractal Image Compression

Chandan Singh Rawat,Sukadev Meher

#Image compression #DCT #fractal image compression #quantization #zig%zag scanning #huffman coding

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

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

Syed Munawwar,Panyam Vuppu Gopi Krishna Rao

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

Speech-Based Techniques for Emotion Detection in Natural Arabic Audio Files

Ashraf Kaloub,Eltyeb Abed Elgabar

#Emotion detection #natural language processing #machine learning #Arabic language #acoustic features

Design and Implementation of Sports Network Teaching Platform Based on Discrete Similarity Method

Jian Cui,Lan Shi

#Adaptive savitzky-golay filtering #chaotic satin bower bird optimization #multi‐hypothesis fuzzy‐matching radon transform and sports network teaching

Inventory Optimization Using Data Science Technologies for Supply Chain 4.0

Emna Bouazizi,Ayman Khedr,Sherin Elfaioumy,Mohamed Belal

#Supply chain 4.0 #inventory management #regression algorithm #optimization

Evaluation Model of Athletes’ Lower Extremity Training Ability Based on LSTM Algorithm

Yuanyuan Gao,Qiang Qian,Xuefeng Sun,Jiankun An,Yutao Yuan

#Short-term memory network #athletes #lower extremity motor ability #evaluation model

A New Algorithm for Finding Vertex-Disjoint Paths

Abstract: The fact that the demands which could be labelled a s “luxurious” in the past times, have became requirements

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A Qualitative Approach to the Identification, Visualisation and Interpretation of Repetitive

1

#MPO # QTC # similarity analysis # repetitive motion pa tterns # continuous triangular model

Design and Implementation of G/G/1 Queuing Model Algorithm for its Applicability in Internet

and Riktesh Srivastava 2

#M/M/1 # G/G/1 # internet gateway server # queuing process

2

# Supply chain management # supply chain operations re ference-model # supply chain