The International Arab Journal of Information Technology (IAJIT)

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

Using Fuzzy Clustering Models to Predict User Demand in Precision Marketing of Cross-Border E-Commerce

Jianzhong Li,Fengwei Zhang,Nana Liu

#Cross border #e-commerce #fuzzy c-means #stagnancy degree

Ecological Capacity Assessment of Forest Park Tourists by Integrating Attention Mechanisms and Remote Sensing Images

Qiaofeng Zhou

#Attention mechanisms #remote sensing imagery #tourist #ecological capacity

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

Precision Pursuit: A Spectral Decomposition-Driven Adaptive Block Measurement Matrix for Enhanced Compressive Sensing in Imaging

Aarthi Elaveini,Deepa Thangavel

#Hybrid sensing matrix #sparsity #recovery algorithm #OMP #CoSaMP

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

Using Fuzzy Clustering Models to Predict User Demand in Precision Marketing of Cross-Border E-Commerce

Jianzhong Li,Fengwei Zhang,Nana Liu

#Cross border #e-commerce #fuzzy c-means #stagnancy degree

Ecological Capacity Assessment of Forest Park Tourists by Integrating Attention Mechanisms and Remote Sensing Images

Qiaofeng Zhou

#Attention mechanisms #remote sensing imagery #tourist #ecological capacity

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

Precision Pursuit: A Spectral Decomposition-Driven Adaptive Block Measurement Matrix for Enhanced Compressive Sensing in Imaging

Aarthi Elaveini,Deepa Thangavel

#Hybrid sensing matrix #sparsity #recovery algorithm #OMP #CoSaMP

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

Arab Face Recognition and Identification Based on Ethnicity and Gender Using Machine Learning

Mohammed Abual-Rub,Khalid Nahar,Ammar Almomani,Firas Alzobi

#Ethnicity #facial recognition #neural network #multi-class classification #machine learning #facial features

Bidirectional Circular Shift-Based Reversible Steganography Algorithm with Dual Stego-Images

Mujeebudheen Khan Immamuddinkhan,Siva Sankar Kanahasabapathy

#Data hiding #multiple stego-image #PSNR #bi-directional shift #stego-image

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 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

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

Bi-Level Weighted Histogram Equalization for Scalable Brightness Preservation and Contrast Enhancement for Images

Shanmugavadivu Pichai,Balasubramanian Krishnasamy,Somasundaram Karuppanagounder

#Contrast enhancement #brightness preservation #hist ogram equalization #peak signal to noise ratio #absolute mean brightness error #structural similarity index matri x

The Statistical Quantized Histogram Texture Features Analysis for Image Retrieval Based on Median and Laplacian Filters in the DCT Domain

Fazal Malik,Baharum Baharudin

#CBIR #median filter #laplacian filter #statistical texture features #quantized histograms #DCT

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