Different Estimation Methods Using Ranked Set Sampling for the Ramos–Louzada Distribution by Diaa S. Metwally, Amal S. Hassan, Mohammed Elgarhy, Ehab M. Almetwally, Abdoulie Faal, Ahmed M. Gemeay

“…Thus, it can be concluded that the RSS estimates are more efficient than the SRS estimates. Furthermore, three real‐world datasets are selected and examined to demonstrate the practical use of the proposed estimation techniques. …”
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Sample Rocks Tests and Slope Stability Analysis of a Mine Waste Dump by Ping Zou, Ximo Zhao, Zhonghua Meng, Aibing Li, Zhengyu Liu, Wanjie Hu

“…Based on a real mine project in a certain open-pit mine waste dump in Tibet, the in situ test on waste rocks from waste dump, including measurements of density, water content, rock size, and natural repose angle, was conducted. Afterwards, these sample waste rocks, of which grain size is less than 5 cm, were selected for indoor large-scale shear test under natural and saturated conditions. …”
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A Sample of Extreme Eclipsing Binaries with Accretion Disks from LAMOST and ZTF by Jiangxinxin Zhuang, Zhi-Xiang Zhang, Wei-Min Gu, Senyu Qi

“…In this work, we aim to identify a sample of such systems by selecting binaries with pronounced eclipsing light curves, characterized by large variability (Δmag > 0.3 in the g band of the Zwicky Transient Facility, ZTF) and significant differences between primary and secondary eclipses (eclipse depth ratio >20 in the ZTF g band). …”
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Infrared-selected Active Galactic Nuclei in the Kepler Fields by Tran Tsan, Matthew Malkan, Rick Edelson, Krista Smith, Daniel Stern, Matthew Graham

“…Subsequent to those observations, we obtained 125 long-slit optical spectra with the Lick 3 m telescope, 58 spectra with the Palomar 5 m telescope, and three spectra with the Keck 10 m telescope to test these identifications. …”
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Sample ascertainment and clinical outcome measures in the Accelerating Medicines Partnership® Schizophrenia Program by Jean Addington, Lu Liu, Amy Braun, Andrea Auther, Monica E. Calkins, Barbara A. Cornblatt, Cheryl M. Corcoran, Paolo Fusar-Poli, Melissa J. Kerr, Catalina V. Mourgues-Codern, Angela R. Nunez, Dominic Oliver, Gregory P. Strauss, Barbara C. Walsh, Luis K. Alameda, Celso Arango, Nicholas J. K. Breitborde, Matthew R. Broome, Kristin S. Cadenhead, Ricardo E. Carrion, Eric Yu Hai Chen, Jimmy Choi, Michael J. Coleman, Philippe Conus, Covadonga M. Diaz-Caneja, Dominic Dwyer, Lauren M. Ellman, Masoomeh Faghankhani, Pablo A. Gaspar, Carla Gerber, Louise Birkedal Glenthøj, Leslie E. Horton, Christy Hui, Grace R. Jacobs, Joseph Kambeitz, Lana Kambeitz-Ilankovic, Matcheri S. Keshavan, Sung-Wan Kim, Nikolaos Koutsouleris, Jun Soo Kwon, Kerstin Langbein, Kathryn E. Lewandowski, Daniel Mamah, Patricia J. Marcy, Daniel H. Mathalon, Vijay A. Mittal, Merete Nordentoft, Godfrey D. Pearlson, Nora Penzel, Jesus Perez, Diana O. Perkins, Albert R. Powers, Jack Rogers, Fred W. Sabb, Jason Schiffman, Jai L. Shah, Steven M. Silverstein, Stefan Smesny, William S. Stone, Andrew Thompson, Judy L. Thompson, Rachel Upthegrove, Swapna Verma, Jijun Wang, Heather M. Wastler, Alana Wickham, Inge Winter-van Rossum, Daniel H. Wolf, Sylvain Bouix, Ofer Pasternak, Rene S. Kahn, Carrie E. Bearden, John M. Kane, Patrick D. McGorry, Kate Buccilli, Barnaby Nelson, Martha E. Shenton, Scott W. Woods, the Accelerating Medicines Partnership® -Schizophrenia, Alison R. Yung

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A Survey on Data Selection for Efficient Speech Processing by Abdul Hameed Azeemi, Ihsan Ayyub Qazi, Agha Ali Raza

“…To address this efficiency challenge, data selection has emerged as a crucial strategy. This survey provides a comprehensive overview and introduces a unifying taxonomy for data selection methods in speech processing, structured along three key dimensions: selection granularity (sample-level vs. segment-level), selection process (static, dynamic, or active learning), and selection criteria (uncertainty, diversity, or hybrid approaches). …”
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Development of a selection system for the colour of wardrobe furniture by Chengmin Zhou, Zhenyu Li, Jake Kaner, Chaoxia Leng

“…Once the system was constructed, a company’s wardrobe colour selection and coated sheet sample was used as an example to test its efficacy. …”
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ESR1 gene amplification and MAP3K mutations are selected during adjuvant endocrine therapies in relapsing Hormone Receptor-positive, HER2-negative breast cancer (HR+ HER2- BC). by Lorenzo Ferrando, Andrea Vingiani, Anna Garuti, Claudio Vernieri, Antonino Belfiore, Luca Agnelli, Gianpaolo Dagrada, Diana Ivanoiu, Giuseppina Bonizzi, Elisabetta Munzone, Luana Lippolis, Martina Dameri, Francesco Ravera, Francesco Ravera, Marco Colleoni, Giuseppe Viale, Luca Magnani, Alberto Ballestrero, Gabriele Zoppoli, Giancarlo Pruneri

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Justifying the selection of a neural network linguistic classifier by Olessia Barkovska, Kseniia Voropaieva, Oleksandr Ruskikh

“…The following results were obtained: The LSTM model demonstrated superior classification accuracy across all three training sample sizes when compared to CNN. …”
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Phylogenetic Position of Hungarian Grey Cattle Breed Based on Total-Representation Sample by Ákos Maróti-Agóts, Zsombor Wagenhoffer, Csilla Józsa, Endre Kaltenecker, Balázs Kemény, Kristóf Csurgay, Benedek Zsigmond, Irene Cardinali, Hovirag Lancioni, András Gáspárdy

“…All identified haplogroups belong to the taurine T macro-haplogroup, with a predominance of T3 (89.1%), followed by T2 (4.5%), T1 (3.6%), and T1′2′3 (2.7%). …”
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Pharmacokinetic genes do not influence response or tolerance to citalopram in the STAR*D sample. by Eric J Peters, Susan L Slager, Jeffrey B Kraft, Greg D Jenkins, Megan S Reinalda, Patrick J McGrath, Steven P Hamilton

“…Fifteen polymorphisms from five (CYP2D6, ABCB1, CYP2C19, CYP3A4, and CYP3A5) pharmacokinetic genes were genotyped. …”
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Detection of soybean by real-time PCR in the samples subjected to deep technological processing by K. A. Kurbakov, E. A. Konorov, V. N. Zhulinkova, M. Yu. Minaev

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Adversarial Sample Generation Method Based on Frequency Domain Transformation and Channel Awareness by Yalin Gao, Dongwei Xu, Huiyan Zhu, Qi Xuan

“…The attack success rate of the proposed adversarial attack method reached 79.9%, which was 16.3% higher than that of the non-channel aware method, verifying the key role of accurate channel estimation in enhancing the effectiveness of the attack.…”
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Evaluation of sheep exposure to poly- and perfluoroalkyl substances through hair sample analysis by Gonkowski Sławomir, Martín Julia, Kadyralieva Nariste, Aparicio Irene, Santos Juan Luis, Alonso Esteban

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Boron-Doped Diamond Electrodes for Toxins Sensing in Environmental Samples—A Review by Aleksandar Mijajlović, Vesna Stanković, Tijana Mutić, Sladjana Djurdjić, Filip Vlahović, Dalibor Stanković

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Justifying the selection of a neural network linguistic classifier by Олеся Барковська, Ксенія Воропаєва, Олександр Руських

“…The following results were obtained: The LSTM model demonstrated superior classification accuracy across all three training sample sizes when compared to CNN. …”
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Identification of novel FosX family determinants from diverse environmental samples by Nicolas Kieffer, Maria-Elisabeth Böhm, Fanny Berglund, Nachiket P. Marathe, Michael R. Gillings, D. G. Joakim Larsson

“…Objectives: This study aimed to identify novel fosfomycin resistance genes across diverse environmental samples, ranging in levels of anthropogenic pollution. …”
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COMPARATIVE ANALYSIS OF METHODS FOR THE DETECTION OF ETHYL ALCOHOL AND ALCOHOL SUBSTITUTES IN BIOLOGICAL SAMPLES by Evgenija Vladimirovna Denisova, Svetlana Fedorovna Andrusenko, Inna Evgen'evna Bryksina, Viktoria Evgen'evna Suprunchuk

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Retinopathy of Prematurity (ROP): An Overview of Biomarkers in Various Samples for Prediction, Diagnosis, and Prognosis by Huang D, Liu Z, Deng Y

“…Non-invasive or minimally invasive methods of obtaining samples and selecting biomarkers with high validity promise to be more beneficial for newborn, early diagnosis of ROP, and better prevention of blindness in preterm infants, providing relevant medical references for clinical practice.Keywords: retinopathy of prematurity, biomarkers, neonatal screening, early diagnosis…”
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RESISTANCE OF COLLECTION SAMPLES OF WINTER WHEAT TO LEAF DISEASES IN THE CONDITIONS OF ROSTOV REGION by T. G. Derova, N. V. Shishkin, Т. А. Grichanikova1, N. P. Voytsutskaya

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