Refinement of the co-content function, through an integration of a polynomial fit of $$I-{I}_{sc}$$ I - I sc . Part 1 theoretical analysis and proposal by Victor-Tapio Rangel-Kuoppa

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Short-Wave Infrared Hyperspectral Image-Based Quality Grading of Dried Laver (<i>Pyropia</i> spp.) by Jong Bong Lee, Yeon Joo Bae, Ga Yeon Kwon, Suk Kyung Sohn, Hyo Rim Lee, Hyeong Jun Kim, Min Jae Kim, Ha Eun Park, Kil Bo Shim

“…Spectral signatures were analyzed using partial least-squares discriminant analysis (PLS-DA) to correlate the spectral data with three primary quality index values. …”
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A Novel Deep Learning Model for Human Skeleton Estimation Using FMCW Radar by Parma Hadi Rantelinggi, Xintong Shi, Mondher Bouazizi, Tomoaki Ohtsuki

“…Human skeleton estimation using Frequency-Modulated Continuous Wave (FMCW) radar is a promising approach for privacy-preserving motion analysis. However, the existing methods struggle with sparse radar point cloud data, leading to inaccuracies in joint localization. …”
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Predictive modeling of oil rate for wells under gas lift using machine learning by Famin Ma, Farag M. A. Altalbawy, Pinank Patel, R. Manjunatha, Rishiv Kalia, Shoira Formanova, P. Raja Naveen, Kamal Kant Joshi, Aashna Sinha, Abdolali Yarahmadi Kandahari, Taqi Mohammed Khattab Al-Rubaye, Mohammad Mahtab Alam

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Prevalence and Correlates of Mental Health Problems in Resident Physicians in Inner Mongolia Autonomous Region: A Cross-Sectional Study by Zhang Y, Zhang L, Que J, Jia M, Nan X, Zhang J, Gao H, Chen L

“…Conduct latent class analysis on psychological issues using Mplus software. …”
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Bias correction methods for simulated precipitation in the Brazilian Legal Amazon by Fabrício Daniel dos Santos Silva, Helber Barros Gomes, Claudia Priscila Wanzeler da Costa, Antônio Vasconcelos Nogueira Neto, Ismael Guidson Farias de Freitas, Mário Henrique Guilherme dos Santos Vanderlei, Maria Cristina Lemos da Silva, Rafaela Lisboa Costa, Jean Sousa dos Reis, Vânia dos Santos Franco, Ana Paula Paes dos Santos, Ivan Saraiva, Rodrigo Lins da Rocha Júnior, Jório Bezerra Cabral Júnior, Helder José Farias da Silva, Edmir dos Santos Jesus, Douglas Batista da Silva Ferreira, Renata Gonçalves Tedeschi

“…Continuous 32-year simulations (1981-2012) were compared against observed precipitation data on a regular 0.5° × 0.5° grid over the BLA. …”
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A Study on Application of SPAR-H Method for Human Reliability Analysis of an Electric-electronic System of a Mechanism for Moving a Nuclear Fuel Irradiation Capsule by Eduardo Tadeu Stehling Saraiva, Vanderley Vasconcelos, Daniel Almeida Magalhães Campolina, Alessandra Lopes de Carvalho

“…Many techniques are suitable for modeling and analyzing human reliability and, among these, can be highlighted “Standardized Plant Analysis Risk‑Human Reliability Analysis (SPAR‑H)”. …”
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Time-Series Autoregressive Models for Point and Interval Forecasting of Raw and Derived Commercial Near-Infrared Spectroscopy Measures: An Exploratory Cranial Trauma and Healthy Co... by Amanjyot Singh Sainbhi, Logan Froese, Kevin Y. Stein, Nuray Vakitbilir, Rakibul Hasan, Alwyn Gomez, Tobias Bergmann, Noah Silvaggio, Mansoor Hayat, Jaewoong Moon, Frederick A. Zeiler

“…The absolute difference in the forecasted and measured data was evaluated with median absolute deviation, along with root mean squared error analysis. …”
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Deep Learning Python-Based Time-Series Model for Oil Palm Yield Prediction by Yuhao Ang, Helmi Zulhaidi Mohd Shafri, Yang Ping Lee, Shahrul Azman Bakar, Haryati Abidin, Mohd Umar Ubaydah Mohd Junaidi, Hwee San Lim, Rosni Abdullah, Yusri Yusup, Syahidah Akmal Muhammad, Teh Sin Yin

“…For Estate A, the Neural Prophet model achieved the highest accuracy, with a Mean Absolute Error (MAE) of 0.16, a Root Mean Square Error (RMSE) of 0.18, and a Mean Absolute Percentage Error (MAPE) of 0.14. …”
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Mapping expanded prostate cancer index composite to EQ5D utilities to inform economic evaluations in prostate cancer: Secondary analysis of NRG/RTOG 0415. by Rahul Khairnar, Stephanie L Pugh, Howard M Sandler, W Robert Lee, Ester Villalonga Olives, C Daniel Mullins, Francis B Palumbo, Deborah W Bruner, Fadia T Shaya, Soren M Bentzen, Amit B Shah, Shawn C Malone, Jeff M Michalski, Ian S Dayes, Samantha A Seaward, Michele Albert, Adam D Currey, Thomas M Pisansky, Yuhchyau Chen, Eric M Horwitz, Albert S DeNittis, Felix Y Feng, Mark V Mishra

“…Data were divided into an estimation sample (n = 765, 70%) and a validation sample (n = 327, 30%). …”
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Forecasting Container Throughput of Singapore Port Considering Various Exogenous Variables Based on SARIMAX Models by Geun-Cheol Lee, June-Young Bang

“…Using monthly container throughput data of the Singapore port from 2010 to 2021, we develop a Seasonal Autoregressive Integrated Moving Average with Exogenous Variables (SARIMAX) model. …”
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Novel method for robust bilateral filtering point cloud denoising by Huan Yang, Wei Wang, Yue Wang, Peng Wang

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On the influence of elastic interphase deformations on the width of reflections from the released phase in dispersion hard-ening alloys by A. V. Tolstoy

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Design and Implementation of Static Verification Tests for Additively Manufactured Civil Aircraft Components by SONG Xin, CHEN Long-bao, SHAN Liang, LIU Qian, HU Zhen-dong

“…The results show that the error between the finite element analysis results and the mean value of the test data for different titanium alloy material properties is less than 10%, and without obtaining accurate material properties of the titanium alloy for additive manufacturing, the results of the finite element analysis using isotropic, elastic modulus E =110 GPa and Poisson′s ratio ν = 0.33 showed minimal deviation from the experimental data. …”
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Socioeconomic inequality in the co-occurrence of anemia and stunting among adolescent girls aged 15–19 years in Sub-Saharan African countries: a decomposition analysis by Tewodros Getaneh Alemu, Elsa Awoke Fentie, Daniel Gashaneh Belay, Desale Bihonegn Asmamaw, Ever Siyoum Shewarega, Wubshet Debebe Negash, Habitu Birhan Eshetu, Fantu Mamo Aragaw, Samrawit Mihret Fetene, Rediet Eristu Teklu

“…Decomposition analysis was performed to identify factors contributing to socioeconomic-related inequality. …”
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Autonomous International Classification of Diseases Coding Using Pretrained Language Models and Advanced Prompt Learning Techniques: Evaluation of an Automated Analysis System Usin... by Yan Zhuang, Junyan Zhang, Xiuxing Li, Chao Liu, Yue Yu, Wei Dong, Kunlun He

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SEIRS model for TB transmission dynamics incorporating the environment and optimal control by Francis Oketch Ochieng

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Raman spectroscopy coupled with the PLSR model: A rapid method for analyzing gamma-oryzanol content in rice bran oil by Pattamapan Lomarat, Chutima Phechkrajang, Pawida Sunghad, Natthinee Anantachoke

“…Principal component analysis (PCA) of OSC-pretreated data showed improved sample grouping by concentration of γ-oryzanol compared to untreated data. …”
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Application research and effectiveness evaluation mechanism of hybrid intelligent algorithm integrating cognitive computing and deep learning for dynamically adjusting employee per... by Zhenlin Luo, Kebin Lu

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Smooth Moves: Comparing Log Dimensionless Jerk Metrics from Body Center of Mass Trajectory and Wearable Sensor Acceleration During Walking by Paolo Brasiliano, Gaspare Pavei, Elena Bergamini

“…Concordance between the metrics was evaluated using Bland–Altman analysis, Spearman’s correlation, and the mean absolute percentage error. …”
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