Determination of content of dechlorane plus flame retardant in rubber products by solvent precipitation and gas chromatography-micro cell electron capture method by YU Jian-long, HUO Wei-jiang, PENG Zhi-keng, LIU Zhi-wen, LI Quan-zhong

“…The content of dechlorane plus (DP) flame retardant in rubber products was detected by solvent precipitation and gas chromatography-micro cell electron capture method. The extraction efficiency of DP from three rubber samples was investigated using dichloromethane, acetone, tetrahydrofuran, and ethyl acetate. …”
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A Novel DV-Hop Localization Method Based on Hybrid Improved Weighted Hyperbolic Strategy and Proportional Integral Derivative Search Algorithm by Dejing Zhang, Pengfei Li, Benyin Hou

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A Novel Fault Diagnosis Method Using FCEEMD-Based Multi-Complexity Low-Dimensional Features and Directed Acyclic Graph LSTSVM by Rongrong Lu, Miao Xu, Chengjiang Zhou, Zhaodong Zhang, Kairong Tan, Yuhuan Sun, Yuran Wang, Min Mao

“…Finally, a multi-classifier based on DAG LSTSVM is constructed using the directed acyclic graph (DAG) strategy, improving fault diagnosis precision. Experiments on both laboratory bearing faults and industrial check valve faults demonstrate nearly 100% diagnostic accuracy, highlighting the method’s effectiveness and potential.…”
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Professional Samples in the Training Process of Primary School Teachers for Working with Inclusion by Bruk Z.Y., Patrusheva I.V., Fedina L.V.

“…The use of the professional samples method in the educational process helps to connect theory and the practical activity of the teacher in the context of inclusive education, to develop the competence of making informed and effective decisions, to form the experience of interaction with special children, and to develop personal responsibility and the ability to self-reflection.…”
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Sample Inflation Interpolation for Consistency Regularization in Remote Sensing Change Detection by Zuo Jiang, Haobo Chen, Yi Tang

“…Furthermore, to prevent overfitting, small perturbations are applied to the generated sample pairs and their labels. Experiments conducted on two public change detection (CD) datasets validate the effectiveness of our proposed method. …”
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Angle-Controllable SAR Image Generation for Target Recognition with Few Samples by Xilin Wang, Bingwei Hui, Wei Wang, Pengcheng Guo, Lei Ding, Huangxing Lin

“…Combining these modules, the proposed methodology is capable of generating azimuth angle-controllable target images using only a limited number of support samples. The effectiveness of the proposed method is not only verified through various quality metrics, but also examined through the enhanced distinguishability of target recognition methods. …”
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Well-Being: a proposal research on Gestalt therapy efficacy by 1 Alessandro Cini, 1 Silvio Oliva,1 Giovanni Paolo Quattrini

“…We propose a combinatory use of a self-assessment scale to investigate the well-being construct (an italian adaptation of Psychological Well-being scale) and the text analysis according to the guidelines suggested by the existential phenomenological method. The sample will be of 50 patients followed by phenomenological existential Gestalt psychotherapists. …”
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Numerical simulation of femtosecond laser ablation of Aluminium by S. Vela, M. Morales, D. Munoz-Martin, C. Molpeceres

“…Predictions from simulations have been experimentally validated by conducting our own experiments using a femtosecond laser on a polished bulk aluminium sample. …”
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Tumor tissue samples collection for scientific research in morphology and molecular oncology by O. R. Khabarov, B. D. Seferov, K. A. Aliev, D. V. Zima, E. P. Golubinskaya, E. Yu. Zyablitskaya

“…Is to describe the experience of creating a collection of biological images of tumor tissues and biomaterials, which are control samples, for scientific research in morphology and molecular oncology.Materials and methods. …”
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Features of water extracts sample preparation of solar panels components for biotesting by M. Semenova, A. Smirnov, I. Vezhenkova, T. Kustov, A. Kovalevskaya

“…These factors included: the temperature of the extract, the exposure time of the extract of the studied objects in distilled water, and the use of otherkind of extract.METHODS. In the course of the study, the biotesting method for the chemotactic reaction of Paramecium caudatum was used. …”
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Large errors in soil carbon measurements attributed to inconsistent sample processing by R. J. Even, M. B. Machmuller, M. B. Machmuller, J. M. Lavallee, J. M. Lavallee, T. J. Zelikova, T. J. Zelikova, M. F. Cotrufo, M. F. Cotrufo

“…Further, to better understand how soil processing procedures and quantification methods commonly used in soil testing laboratories affect soil C concentration measurements, we designed an internal experiment assessing the individual effect of several alternative procedures (i.e., sieving, fine grinding, and drying) and quantification methods on total (TC), inorganic (SIC), and organic (SOC) soil C concentration estimates. …”
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How lived experiences of illness trajectories, burdens of treatment, and social inequalities shape service user and caregiver participation in health and social care: a theory-info... by Carl R May, Katja C Gravenhorst, Alyson Hillis, Mick Arber, Carolyn A Chew-Graham, Katie I Gallacher, Frances S Mair, Ellen Nolte, Alison Richardson

“…Most studies were descriptive, and samples and methods were often poorly described. However, our methods of qualitative analysis enabled us to produce a rigorous account of lived experience of illness trajectories and their consequences. …”
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Conformal prediction across scales: Finite-sample coverage with hierarchical efficiency by Ali Baheri, Marzieh Amiri Shahbazi

“…Numerical experiments in a synthetic classification setting demonstrate that multi-scale conformal prediction achieves or surpasses the nominal coverage level while generating smaller prediction sets compared to single-scale conformal methods.…”
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Planetary Gearbox Fault Diagnosis based on LMD Sample Entropy and ELM by Zhang Ning, Wei Xiuye, Xu Jinhong

“…In order to solve the difficult problem of early fault feature extraction of planetary gearbox and consider that the planetary gearbox vibration signal is coupling and nonlinear，and the signal has multiple transmission paths，a planetary gearbox fault diagnosis method based on Local Mean Decomposition（LMD） and Sample Entropy and Extreme Learning Machine（ELM） is proposed.Firstly，the vibration signal is adaptively decomposed into a plurality of PF components by LMD，and the first four PF components including the main fault information are selected in combination with the correlation coefficient and the variance contribution rate.Secondly，the Sample Entropy of the signal is calculated to form a feature vector.Finally，the feature vector is input into ELM for fault classification.Experiments are carried out on the planetary gearbox test bench，compared with the probabilistic neural network classification algorithm，and compared with the feature vector based on Singular Value Decomposition （SVD）.The results verify the effectiveness of the proposed method.…”
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Classifying Raman Spectra of Colon Cells by Principal Component Analysis—Linear Discriminant Analysis and Partial Least Squares—Linear Discriminant Analysis Methods by Maria Lasalvia, Vito Capozzi, Giuseppe Perna

“…Linear discriminant analysis of a few principal components and partial least squares components was used to estimate the classification accuracy of a set of Raman spectra measured inside nucleus and cytoplasm. Both methods are able to classify unknown cells with excellent accuracy (100% and 96%, respectively). …”
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Adaptive Multi-Gradient Guidance with Conflict Resolution for Limited-Sample Regression by Yu Lin, Jiaxiang Lin, Keju Zhang, Qin Zheng, Liqiang Lin, Qianqian Chen

“…The gradients are merged through an adaptive weighting scheme, and an orthogonal-projection step is applied to reduce potential conflicts between them. Experiments on sine regression are used to evaluate the method. …”
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Adverse childhood experiences and subsequent experiences of intimate partner violence in adulthood: a gender perspective by Zheng Tian, Nan Zhang, Yimiao Li, Yibo Wu, Lan Wang

“…Abstract Aims Investigate the prevalence of adverse childhood experience (ACE) and intimate partner violence (IPV) using a large representative Chinese sample, explore the association mechanism between ACE and adult exposure to IPV and to examine gender differences. …”
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Consumer and community involvement in paediatric intensive care research across Australia and New Zealand: a protocol for a mixed-methods environmental scan by Alyssa Serratore, Jenny O’Neill, Bec Jenkinson, Aisha Khan, Ashleigh E. Butler, Kate Masterson, Jacinta Winderlich, Jemma Woodgate, Sainath Raman, Kristen S. Gibbons, the Australian and New Zealand Intensive Care Society Paediatric Study Group

“…Phase 2, semi-structured interviews, will be conducted with purposive sampling of research teams and consumers to gather insights about their experiences of CCI in PICU research, using content analysis to identify key concepts. …”
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110 Computational methods to monitor treatment response and toxicity in immune-checkpoint-inhibitor treated metastatic melanoma using methylated cell-free DNA by Arthur McDeed, Siddarth Jain, Amber Alley, Harry Sun, Megan McNamara, Jaeil Ahn, Anton Wellstein

“…Methods/Study Population: Serial serum samples were collected from patients with BRAFV600-mutant metastatic melanoma treated with ipilimumab/nivolumab (IO, n = 14) or dabrafenib/trametinib (TT, n = 10). …”
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Getting palliative medications right across the contexts of homes, hospitals and hospices: protocol to synthesise scoping review and ethnographic methods in an activity theory anal... by Sarah Yardley, Anu Kajamaa, Karen Mattick, Margaret Ogden, Bryony Dean Franklin, Sally-Anne Francis

“…Our objectives are to:Document an intended model (phase 1, scoping review).Refine the model with study of practice (phase 2, ethnography).Use the model to pinpoint ‘hot’ (viewed as problematic by participants) and ‘cold’ spots (observed as problematic by researchers) within or when patients move across three contexts-hospice, hospital and community (home).Create learning recommendations for quality and safety targeted at underlying themes and contributing factors.Methods and analysis The review will scope Ovid Medline, CINAHL and Embase, Google Scholar and Images—no date limits, English language only. …”
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