Designing Novel Interfaces via Surface Functionalization of Short-Chain-Length Polyhydroxyalkanoates by S. Vigneswari, J. M. Chai, K. Shantini, K. Bhubalan, A. A. Amirul

Get full text

Class Weighting Approach For Handling Imbalanced Data On Forest Fire Classification Using EfficientNet-B1 by Arvinanto Bahtiar, Muhammad Ihsan Prawira Hutomo, Agung Widiyanto, Siti Khomsah

“…This research explores the implementation of class weighting to enhance model performance, particularly focusing on minority classes namely: Fire, Smoke. A dataset of 7,331 training images, categorized into four classes. …”
Get full text

Analysing Topology Control Protocols in Wireless Sensor Network Using Network Evolution Model by Chiranjib Patra, Samiran Chattopadhyay, Matangini Chattopadhyay, Parama Bhaumik

Get full text

Collective Deformation Modes Promote Fibrous Self-Assembly in Deformable Particles by Hugo Le Roy, M. Mert Terzi, Martin Lenz

Get full text

3D data augmentation and dual-branch model for robust face forgery detection by Changshuang Zhou, Frederick W.B. Li, Chao Song, Dong Zheng, Bailin Yang

Get full text

The Potential for a GPU-Like Overlay Architecture for FPGAs by Jeffrey Kingyens, J. Gregory Steffan

Get full text

Multiscale Feature Learning Based on Enhanced Feature Pyramid for Vehicle Detection by Hoanh Nguyen

“…Experimental results on the KITTI vehicle detection benchmark and the PASCAL VOC 2007 car dataset show that the proposed approach obtains better detection performance compared with recent methods on vehicle detection.…”
Get full text

Enhanced YOLOv8 Object Detection Model for Construction Worker Safety Using Image Transformations by Yash Seth, M. Sivagami

“…Image Transformations such as Histogram Equalization, Gamma Correction, Gaussian Blurring and Contrast Stretching are applied to augment the dataset by creating more versions of the existing data. …”
Get full text

An overview of skin cancer classification based on deep learning by Toqa A. Sadoon

“…This paper starts with a discussion of skin cancer types, followed by the presentation of a public dataset available for skin cancer. Subsequently, some pretrained models of CNN used for classification are highlighted. …”
Get full text

Environmental consciousness, health consciousness and ethical identity to achieve sustainable rehabilitation after disaster by Setiawan Margareth, Sadeli Dian, Hajar Mohamad Siti

“…This study utilizes a dataset of 200 respondents from Indonesia and implements Partial Least Squares Structural Equation Modelling (PLS-SEM) to examine the influence of consciousness elements on sustainability consciousness, essential for long-term rehabilitation. …”
Get full text

Like Mother, Like Daughter. Intergenerational Transmission of Infant Mortality Clustering in Zeeland, the Netherlands, 1833-1912 by Ingrid K. van Dijk, Kees Mandemakers

“…In this paper, we focus on the intergenerational transmission of mortality clustering in the Netherlands in the province of Zeeland between 1833 and 1912, using LINKS Zeeland, a dataset containing family reconstitutions based on civil certificates of birth, marriage and death. …”
Get full text

Adaptive wavelet base selection for deep learning-based ECG diagnosis: A reinforcement learning approach. by Qiao Xiao, Chaofeng Wang

“…Experiments conducted on the clinically collected PTB-XL dataset for ECG abnormality classification show that the proposed RLWBS framework could obtain more detailed time-frequency representation of ECG signals, yielding enhanced diagnostic performance compared to traditional WBS approaches.…”
Get full text

Handwriting Digital Image Generation based on GAN: A Comparative Study of Basic GAN and CGAN Models by Zeng Hongzhi

“…The basic GAN and CGAN models, based on the PyTorch deep learning framework and the Modified National Institute of Standards and Technology (MNIST) dataset, are applied to generate handwritten digital images respectively. …”
Get full text

Machine Learning with Variable Sampling Rate for Traffic Prediction in 6G MEC IoT by Rongqun Peng, Xiuhua Fu, Tian Ding

“…We first investigate a VSR-NLMS adaptive prediction method to perform time series prediction dataset transformation. Then, we propose a VSR-LSTM algorithm for real-time prediction of network traffic. …”
Get full text

Like Mother, Like Daughter. Intergenerational Transmission of Infant Mortality Clustering in Zeeland, the Netherlands, 1833-1912 by Ingrid K. van Dijk, Kees Mandemakers

“…In this paper, we focus on the intergenerational transmission of mortality clustering in the Netherlands in the province of Zeeland between 1833 and 1912, using LINKS Zeeland, a dataset containing family reconstitutions based on civil certificates of birth, marriage and death. …”
Get full text

Enhanced Asymmetric Bilinear Model for Face Recognition by Wenjuan Gong, Weishan Zhang, Jordi Gonzàlez, Yan Ren, Zhen Li

“…We validate the proposed method on a designed data sample and extended Yale B dataset. The experiment results show that the enhanced asymmetric models give promising results and good recognition accuracies.…”
Get full text

An Intercomparison between ERA-Interim Reanalysis and Observed Precipitation in Northeast China by Jie Zhou, Junhu Zhao

Get full text

Evaluation of Natural Image Generation and Reconstruction Capabilities Based on the β-VAE Model by Zhang Honghao

“…Train the model on the CelebA dataset, using three metrics: Mean Squared Error (MSE), Structural Similarity Index (SSIM), and Fréchet Inception Distance (FID) for matrix evaluation, to analyze the generation quality and reconstruction capability of each model. …”
Get full text

Morphological Accuracy Data Clustering: A Novel Algorithm for Enhanced Cluster Analysis by Abdel Fattah Azzam, Ahmed Maghrabi, Eman El-Naqeeb, Mohammed Aldawood, Hewayda ElGhawalby

“…These algorithms aim to identify patterns and structures within a dataset, allowing for the discovery of hidden relationships and insights. …”
Get full text

Visual Perturbation to Enhance Return to Sport Rehabilitation after Anterior Cruciate Ligament Injury: A Clinical Commentary by Timothy R Wohl, Cody R Criss, Dustin R Grooms

Get full text