KPI-Based Evaluation Framework for Cyber Resilience of Ships by Areum Ko, Ju Hyeon Lee, Jung Taek Seo

“…To address these challenges, organizations like the International Maritime Organization and classification societies have issued guidelines. The International Association of Classification Societies introduced Unified Requirements E26, specifying minimum technical requirements to enhance ship cyber resilience. …”
Get full text

Investigation of the application of an automated monitoring system for detecting transmission cable deterioration in Nigeria: A case study of transmission cable lines between Offa... by C.S. Omoniabipi, R. Agbadede, K.C. Emmanuel, O.J. Adewuni, I. Allison

“…A generalization classification accuracy of 72.9% (accurately classified patterns) and a misclassification rate of 27.1% were recorded. …”
Get full text

Optimizing Selection of Brown Bear Hair for Noninvasive Genetic Analysis by Aaron J. Wirsing, Thomas P. Quinn, Jennifer R. Adams, Lisette P. Waits

“…It may also be helpful to know whether apparently poor‐quality samples will yield useable DNA, and so be worth the time and cost of processing. To help resolve this issue, we initiated a field classification system for hair from brown bears (Ursus arctos) obtained using unbaited wires deployed across 6 streams in western Alaska, USA, where bears travel and feed on adult Pacific salmon (Oncorhynchus nerka). …”
Get full text

Resampling approaches to handle class imbalance: a review from a data perspective by Miguel Carvalho, Armando J. Pinho, Susana Brás

“…Abstract This article presents a data-driven review of resampling approaches aimed at mitigating the class imbalance problem in machine learning, a widespread issue that limits classifier performance across numerous sectors. …”
Get full text

Investigating Nutritional and Health Dynamics across Stratified Profiles of Obesity by Stanislav Azor

Get full text

Large Scale Land Cover Mapping in Ontario, Canada, Using a Deep Learning Framework by Fariba Mohammadimanesh

“…A key limitation is their reliance on extensive training datasets. To address this issue, we propose a two-stage classification approach that integrates random forest for initial land cover mapping and MobileUNetR, a lightweight hybrid convolution-transformer model, for a refined classification. …”
Get full text

A Deep Learning-Driven CAD for Breast Cancer Detection via Thermograms: A Compact Multi-Architecture Feature Strategy by Omneya Attallah

“…Breast cancer continues to be the most common malignancy among women worldwide, presenting a considerable public health issue. Mammography, though the gold standard for screening, has limitations that catalyzed the advancement of non-invasive, radiation-free alternatives, such as thermal imaging (thermography). …”
Get full text

A deep learning-based algorithm for the detection of personal protective equipment. by Bo Tong, Guan Li, Xiangli Bu, Yang Wang, Xingchen Yu

“…A customized Task Alignment Module was introduced to integrate interactive features, optimizing both classification and localization tasks. The DCNV2(Deformable Convolutional Networks v2) module was incorporated to handle geometric scale transformations by generating spatial offsets and feature masks from interactive features, thereby improving localization accuracy and dynamically selecting weights to enhance classification precision.The improved model incorporates rich multi-level and multi-scale features, allowing it to better adapt to tasks involving geometric transformations and aligning with the image data distribution in construction scenarios. …”
Get full text

Absence of metacarpophalangeal synovitis by high-resolution ultrasonography distinguishes psoriatic arthritis from rheumatoid arthritis – A cross-sectional study by Ashish K Badika, Ashish Jacob Mathew, Shivraj Padiyar, Avinash Suresh Buche, John Mathew, Anitha Barney, Shyamkumar N Keshava, Debashish Danda

Get full text

Small Target Detection for Power Line Components in Complex UAV Imagery by Zhiyuan Sun, Xu Wang

“…To mitigate this issue, we redesign the decoupled detection head to decouple classification from localization. …”
Get full text

Identification of hypertension gene expression biomarkers based on the DeepGCFS algorithm. by Zongjin Li, Liqin Tian, Libing Bai, Zeyu Jia, Xiaoming Wu, Changxin Song

“…Hypertension is a critical risk factor and cause of mortality in cardiovascular diseases, and it remains a global public health issue. Therefore, understanding its mechanisms is essential for treating and preventing hypertension. …”
Get full text

Research on Living Conservation Strategies for the Ming-Guangwu Great Wall Based on the Grey Relational Analysis Model by Weicheng Han, Zele Mo, Wei Wang

“…Ultimately, the study establishes a classification and grading system for conservation elements centered on the sustainable development of the Great Wall heritage. …”
Get full text

Multi channel fusion diffusion models for brain tumor MRI data augmentation by Cuihua Zuo, Junhao Xue, Cao Yuan

“…The results show that the enhanced data improved the classification accuracy by approximately 3% and the Dice coefficient for segmentation tasks by 1.5%–2.5%. …”
Get full text

High-resolution esophageal manometry in systemic sclerosis in the indian population: An observational study by S Kartik, Dharmendra Kumar, Gaurav Sikri, Deepanjan Dey, A B Srinivasa, Binit Kumar

Get full text

An epidemiological review of sacrococcygeal teratoma over five years in a tertiary care hospital by Mukhopadhyay Bedabrata, Das Chhanda, Sengupta Moumita, Saha Ashis Kumar, Mukhopadhyay Madhumita, Mukhopadhyay Biswanath

Get full text

Enhancing Review Processing in the Video Game Adaptation Domain through VADER and Rating-Based Labeling using SVM by Danita Divka Sajmira, Khothibul Umam, Maya Rini Handayani

“…A key issue addressed is the discrepancy between numerical ratings and the sentiment conveyed in review texts, which may lead to inconsistent labeling. …”
Get full text

A novel software-defined networking controlled vehicular named-data networking for trustworthy emergency data dissemination and content retrieval assisted by evolved interest packe... by Mazen Alowish, Yoshiaki Shiraishi, Yasuhiro Takano, Masami Mohri, Masakatu Morii

“…Emergency data dissemination is initiated with packet classification. For packet classification, policy-based bifold classifier is proposed in roadside unit and supported by evolved interest packet. …”
Get full text

URM: A Unified RAM Management Scheme for NAND Flash Storage Devices by A. Xiaochang Li, B. Jichen Chen, C. Zhengjun Zhai, D. Mingchen Feng, E. Xin Ye

“…Our multivariate classification is transformed into multiple binary classifications (logistic regressions). …”
Get full text

Research on the impact of the integration of digital economy and real economy on China’s domestic value chain resilience by Chunhui Huo, Shengkai Bian, Di He, Mengxiao Lv

“…Methods This study adopts the classification standards for core digital industries outlined in the Statistical Classification of the Digital Economy and Its Core Industries (2021) issued by the National Bureau of Statistics of China, aligning them with the industries in China’s interprovincial input–output tables for 2012, 2015, and 2017. …”
Get full text

TRAVEL TO COUNTRY IATROGENIC (Message 2) by L. I. Dvoretsky

“…The article deals with the main types of iatrogenia, the classification of iatrogenic proposed by I.A. Kassirsky, E.M. …”
Get full text