Multi-Index Assessment and Machine Learning Integration for Drought Monitoring Using Google Earth Engine by Xulong Duan, Rana Waqar Aslam, Syed Ali Asad Naqvi, Dmitry E. Kucher, Zohaib Afzal, Danish Raza, Rana Muhammad Zulqarnain, Yahia Said

Get full text

Improved in-situ direct shear test of rock mass structural plane and its application to stability analysis of bedding slope by Zhiming Wang, Changguang Qi, Zhichao Zhang, Rufa Huang, Chaoxu Guo, Lijin Dong, Rongyue Zheng

Get full text

ACC representations of reward-driven motivation over hierarchically-organized behavior by Emmanouela Foinikianaki, Iris Ikink, Thomas R. Colin, Ricardo J. Alejandro, Clay B. Holroyd

“…The neural mechanisms of reward-guided behavior have been researched extensively but how rewards affect the neural processes underlying the production of hierarchically-organized sequential behaviors remains unclear. …”
Get full text

Self-Supervised Learning Meets Custom Autoencoder Classifier: A Semi-Supervised Approach for Encrypted Traffic Anomaly Detection by A. Ramzi Bahlali, Abdelmalik Bachir, Abdeldjalil Labed

“…Generating these labels is time-consuming, error-prone, and often requires expert knowledge. …”
Get full text

Deep Learning-based Predictive Model of mRNA Vaccine Deterioration: An Analysis of the Stanford COVID-19 mRNA Vaccine Dataset by Nisreen Sulayman

“…The bidirectional GRU model minimizes the mean column wise root mean squared error (MCRMSE) of deterioration rates at each base of the mRNA sequence molecule with a value of 0.32086 for the test set which outperformed the winning models with a margin of (0.02112). …”
Get full text

Modified generalized Chen distribution, estimation and application using econometrics data by Owens Ogheneochuko Akpojaro, Charles Okechukwu Aronu

“…By evaluating PDFs and performance measures such as the Akaike Information Criterion (AIC), Bayesian Information Criterion (BIC), and mean square error (MSE) across various datasets, the MGC distribution consistently demonstrated superiority over other variants. …”
Get full text

Anti-kyphosis smart bag detection of overweight bag load and improper spinal posture in army members when using work bags by Agung Hirawan, Muhammad Rey Renoult, Diyan Parwatiningtyas, Iqbal Ahmad Dahlan, Adhi Kusumadjati, Jofim Yordaniel Napitupulu

“…The system calibration results show that the system works accurately, with a measuring error of 0% and effective sensor placement between the thoracic kyphosis and lumbar lordosis areas of the back, with the ability to detect a bend angle of at least 24.7°. …”
Get full text

Neural network method of the decision Of the nonlinear problem of optimum distribution of the non-uniform resource by A. A. Zhuk, V. M. Buloichyk

“…As indicators of efficiency of application offered neural network method were used – an average relative error and time of the decision of a problem. The value received by means of algorithm of nonlinear optimization of means was accepted to the exact decision «decision Search» tabular processor Microsoft Excel. …”
Get full text

Realizing the Calculation of a Fully Normalized Associated Legendre Function Based on an FPGA by Yuxiang Fang, Qingbin Wang, Yichao Yang

“…In the surveying and mapping industry, researchers typically rely on CPU-based systems for these calculations, which leads to limitations in execution speed and power efficiency. …”
Get full text

Enhanced sentiment analysis framework: Ensemble attention enhanced bidirectional long-short-term encoder for accurate classification of consumer reviews by Ali Jaber Almalki

“…More sentiment classification tasks are carried out by the researchers but attained low level output due to difficulty in learning contextual words. …”
Get full text

Smart solutions for dissolved oxygen control in semi-batch fermenters: A machine learning approach by J. Sumathi, P. Aravind, G. Gandhimathi

“…The monitoring and measurement of dissolved oxygen (DO), plays a significant role in industrial effluent, and disposal of effluents has been a serious challenge to researchers. Aeration is the primary step in effluent treatment. …”
Get full text

A Proposed Image Scaling Technique by Using Bezier Curve by Rafal Ali Sameer

“…Mean Square Error (MSE), Peak Signal to Noise Ratio (PSNR), and Signal to Noise Ratio (SNR) have been used to define the resolution of the reconstructed image. …”
Get full text

The real-world effectiveness of defocus incorporated multiple segments and highly aspherical lenslets on myopia control: a longitudinal study from the French myopia cohort by Jost B Jonas, Serge Resnikoff, Rupert Bourne, Alain M Bron, Nicolas Leveziel, Rime Najji, Mark Bullimore, Mathieu Naudin, Clément Giraud

Get full text

More is not always better: delta-downscaling climate model outputs from 30 to 5 min resolution has minimal impact on coherence with Late Quaternary proxies by L. Timbrell, L. Timbrell, J. Blinkhorn, J. Blinkhorn, M. Colucci, M. Colucci, M. Leonardi, M. Leonardi, M. Chevalier, A. V. Pozzi, M. Grove, E. Scerri, E. Scerri, E. Scerri, A. Manica

“…Optimal spatial resolution is therefore likely to be highly dependent on specific research contexts and questions, with careful consideration required regarding the trade-off between highlighting local-scale variations and increasing potential error via unreliable interpolation.…”
Get full text

Prevalence of mild cognitive impairment among former elite athletes without a history of sport-related concussions compared to the general older population: a protocol for a cross-... by Jingjing Ren, Qing Zhao, Haojie Li, Shuo Luan, Jiahui Cong, Hanzhi He, Jiaying Xu, Jinghua Qian

“…The study will calculate the crude prevalence ratios (PRs) and adjusted prevalence ratios (aPRs) with 95% CIs using the modified Poisson regression model with robust error variance.Ethics and dissemination Ethical approval was obtained from the Ethics Committee/Internal Review Board of BSU (approval number: 2024042H). …”
Get full text

Development and validation of COVID-19 vaccination perception (CoVaP) instrument among healthcare workers in Malaysia by Siti Nur Aisyah Zaid, Azidah Abdul Kadir, Mohd Noor Norhayati, Basaruddin Ahmad, Muhamad Saiful Bahri Yusoff, Anis Safura Ramli, Jasy Suet Yan Liew

“…Methods A literature review and discussion with research teams were conducted to identify the content to be considered. …”
Get full text

Exploring the silent connection: unveiling the intricate relationship between gastroesophageal reflux disease and sleep apnea syndrome by Junming Wang, Pengfei Wang, Jiang Lv, Ran Chen, Wei Yan, Daikun He

“…Funnel plot symmetry of IVW MR estimates versus 1/standard error (1/SEIV) was examined to exclude SNPs potentially causing heterogeneity. …”
Get full text

Multi-scenario modelling of urban spatial growth under water resources and aquatic ecological environmental constraints by Ran Xu, Lu Liu, Yaliang Liu, Xin Yi, Hui Qiu

“…The results show that (1) the SD and CLUE-S models can effectively and accurately reflect changes in urban land use, and the prediction error of the SD model was <10 %. A logistic model based on spatial autocorrelation can explain the driving factors of land use in the study area. …”
Get full text

Development and validation of an Arabic questionnaire to assess the knowledge of neonatal danger signs (AQ-KNDS) and its possible determinants among Arab population by Esraa Abdellatif Hammouda, Suzan Abdel-Rahman, Marwa Abdelwahab Hassan, Marwa Abdelkarim, Engy Saad Abdelmoneim Elkaragy, Ayed A. Shati, Ramy Mohamed Ghazy

Get full text

Integrating AI predictive analytics with naturopathic and yoga-based interventions in a data-driven preventive model to improve maternal mental health and pregnancy outcomes by Neha Irfan, Sherin Zafar, Kashish Ara Shakil, Mudasir Ahmad Wani, S. N. Kumar, A. Jaiganesh, K. M. Abubeker

“…Abstract Maternal mental health during pregnancy is a crucial area of research due to its profound impact on both maternal and child well-being. …”
Get full text