Increasing Minority Recall Support Vector Machine Model for Imbalanced Data Classification by Chunye Wu, Nan Wang, Yu Wang

“…In the proposed method, the modification employs a margin compensation to make the margin lopsided, enabling decision boundary drift. …”
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Bayesian Inference for Long Memory Stochastic Volatility Models by Pedro Chaim, Márcio Poletti Laurini

“…Our results from Monte Carlo experiments indicate that this approach exhibits small sample properties akin to those of Markov Chain Monte Carlo estimators. …”
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Validation of ACE-FTS version 5.2 ozone data with ozonesonde measurements by J. Zou, K. A. Walker, P. E. Sheese, C. D. Boone, R. M. Stauffer, A. M. Thompson, D. W. Tarasick

“…<p>Two decades of ACE-FTS, the Atmospheric Chemistry Experiment – Fourier Transform Spectrometer, version 5.2 (v5.2) ozone data (2004–2023) are evaluated with ozonesonde data from across the globe. …”
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Crescimento e acúmulo de matéria seca em variedades de cana-de-açúcar cultivadas sob irrigação plena Growth and dry matter production in sugarcane varieties grown under full irriga... by Emídio C. A. de Oliveira, Ruthanna I. de Oliveira, Bruna M. T. de Andrade, Fernando J. Freire, Mario A. Lira Júnior, Paulo R. Machado

“…<br>Growth analysis is considered as a standard method for measuring the biological productivity of plant species. …”
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Rehabilitation Impact of Vivifrail Exercise Program Type C on the Cognitive Function of Pre-Frail Elderly People in the Community by Sri Soenarti, Dwi Indriani Lestari, Muhammad Barlian Nugroho, Harien Lestari, Tita Hariyanti

“…The sample was chosen by the quota sampling method. Twenty-seven subjects were analyzed, comprising 16 individuals in the exercise group and 11 individuals in the control group. …”
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THE ISSUE OF INSECTICIDE REGULATION ON SKIN SURFACE FOR PREDICTING THE RISK OF OCCUPATIONAL SKIN PATHOLOGY IN AGRICULTURAL WORKERS by Heorhii P. Bardov, Mykola V. Kondratiuk, Olena P. Vavrinevych, Oleksandr S. Vavrinevych

“…A total of 27 field experiment series were conducted, and air samples from the working area (n=68) as well as dermal exposure levels (n=68) were analyzed for each worker engaged in various pesticide application methods. …”
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Optimization of Synthesis Procedure for NaX Zeolite by Taguchi Experimental Design and its Application in CO2 Adsorption by M. Anbia, F. Mohammadi Nejati, M. Jahangiri, A. Eskandari, V. Garshasbi2 Garshasbi

“…To examine the validation the result of Taguchi experiment design, the most crystalline sample was resynthesized and characterized by XRD, SEM and N2 adsorption-desorption methods. …”
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Unaccounted impacts of diterpene emissions on atmospheric aerosol loadings by Ana Maria Yáñez-Serrano, Josep Peñuelas, Oriol Jorba, Frans Graeffe, Melissa Meder, Olga Garmash, Yanjun Zhang, Haiyan Li, Yuanyuan Luo, Arnaud Praplan, Heidi Hellén, Siegfried Schobesberger, Lejish Vettikkat, Steven Thomas, Theo Kurtén, Ditte Taipale, Efstratios Bourtsoukidis, Alex Guenther, Mikael Ehn

“…However, advances in sampling and analytical methods now allow for their detection in the gas phase. …”
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Prevalence and temporal trends in myopia and high myopia children in China: a systematic review and meta-analysis with projections from 2020 to 2050Research in context by Wei Pan, Seang-Mei Saw, Tien Yin Wong, Ian Morgan, Zhikuan Yang, Weizhong Lan

“…Studies with a response rate <70% or sample size <200 were excluded. A fixed-effect meta-analysis was used, and projections were made based on three scenarios: experience-based, maximum growth (maximum near-work, minimal outdoor time), and minimum growth (2 h outdoor time daily). …”
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Fall Feature Simulation and Wi-Fi Sensing Dataset Construction Based on Time-domain Digital Coding Metasurface by Shaonan CHEN, Jiaming GU, Chao XU, Yimiao SUN, Siran WANG, Zhanye CHEN, Shuo LIU, Huidong LI, Junyan DAI, Yuan HE, Qiang CHENG

“…Particularly in monitoring abnormal behaviors, such as falls, traditional methods rely on repeated human experiments, which not only poses safety risks but also raises ethical concerns. …”
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Alcohol use among populations with autism spectrum disorder: narrative systematic review by William Barber, Betul Aslan, Tim Meynen, John Marsden, Samuel R. Chamberlain, Vigneshwar Paleri, Julia M.A. Sinclair

“…Future studies should use a standardised methodological approach, including psychometrically validated instruments and representative samples, to inform policy and improve the experience for autistic populations with co-occurring alcohol use. …”
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Perceived partner responsiveness alters the association between marital distress and well-being in dementia spousal caregivers by Vincent D. Lai, Jensine Paoletti-Hatcher, E. Lydia Wu-Chung, Itee Mahant, Daniel L. Argueta, Kelly N. Brice, Bryan T. Denny, Charles Green, Luis D. Medina, Paul E. Schulz, Jennifer M. Stinson, Cobi J. Heijnen, Christopher P. Fagundes

“…In this study, we investigated the associations between marital distress, perceived partner responsiveness, and psychological and physiological well-being indicators among ADRD spousal caregivers. Method: A sample of 161 caregivers provided blood samples and completed self-report measures of marital distress, perceived partner responsiveness, and depressive symptoms. …”
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Conceptualizing burnout from the perspective of parents of children with complex care needs by Nathalie J.S. Patty, Karen M. van Meeteren, Minke Verdonk, Marjolijn Ketelaar, Carlo Schuengel, Agnes M. Willemen

“…Objective: The purpose of this study was to investigate how parents of children with complex care needs conceptualize burnout from the perspective of parents themselves. Methods: We conducted semi-structured interviews with 38 parents, selected for maximal variation in parental, child, and family characteristics. …”
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Three-Dimensional Spatio-Temporal Slim Weighted Generative Adversarial Imputation Network: Spatio-Temporal Silm Weighted Generative Adversarial Imputation Net to Repair Missing Oce... by Yiwan Yue, Juan Li, Yu Zhang, Meiqi Ji, Jingyao Zhang, Rui Ma

“…Additionally, a spatio-temporal continuity loss function is designed to ensure the physical rationality of the data. Experiments show that on the three-dimensional flow field dataset of the South China Sea, compared with methods such as GAIN, under a 50% random missing rate, this method reduces the error by 37.2%. …”
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Dual-Scale Complementary Spatial-Spectral Joint Model for Hyperspectral Image Classification by Huayue Chen, Yue Sun, Xiang Li, Bochuan Zheng, Tao Chen

“…Finally, the decision fusion strategy is employed to integrate the classification probabilities acquired from the aforementioned two stages. Comparative experiments on six different scene datasets with state-of-the-art classification methods validate that even with a small number of samples, DSCSM can achieve excellent object recognition performance. …”
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Efficiency Investigation of Metallized Film Capacitor Electrodes Segmentation Patterns by Ivanov I.O., Belko V.O., Glivenko D.Y., Feklistov E.G., Kulbako K.A.

“…This method differs from the known methods by us-ing samples of metallized polymer film with different segmentation patterns instead of real ca-pacitors. …”
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Mental fitness and its relationship to the performance of the skills of scoring stability and peaceful basketball for students by دعاء محب الدين احمد

“…Mechanism sample the main experiment as well as a test scoring of stability and peaceful scoring then used their researchers means statistical appropriate to extract the results in the light of the results Touseln researchers to a number of conclusions was the most important that the mental fitness helps students to intelligent diversity in the methods of thinking and solving problems …”
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Quality Measurement and Optimization Prediction of Urban Waterfront Fitness Space Based on Behavior Simulation by Chunxia YANG, Ruoyao MIN

“…Based on the quality measurements of the nine samples, reference values for the 21 secondary indicators are derived using the normal distribution method, serving as a benchmark for the quality assessment of other waterfront fitness spaces. …”
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Robust Adversarial Example Detection Algorithm Based on High-Level Feature Differences by Hua Mu, Chenggang Li, Anjie Peng, Yangyang Wang, Zhenyu Liang

“…Therefore, the subsequent robustness experiments focused exclusively on ESRM. Our results demonstrate that the proposed method exhibits superior robustness against preprocessing operations, such as downsampling and common corruptions, applied by attackers before generating adversarial examples. …”
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Study of the effects of sludge discharge from water treatment plants to the municipal wastewater network and its effect on the wastewater treatment process by pouneh Abdolahi Salari, Sina Fard Moradinia

“…In practice, in these environments, good results were not obtained and setteling failed‌ , such as in neutral medium experiments, Conclusion: According to the results of the experiments, it can be concluded that without any cost of materials, by giving time for settling, mixing the two types of sludge and using a variety of sludge drying methods, dewatering of this jelly sludge is possible. …”
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