Multi-source data fusion-based knowledge transfer for unmanned aerial vehicle flight data anomaly detection and recovery by Lei Yang, Shaobo Li, Liya Yu, Caichao Zhu, Congbao Wang

“…First, a data-driven framework based on one-dimensional convolutional neural network and bi-directional long short-term memory (1D CNN-BiLSTM) with parameter selection and residual smoothing (1DCB-PSRS) is proposed. …”
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Unveiling Performance and Genetic Estimates of Tongil-Type Rice Genotypes for Yield Improvement and Breeding by Barnabas Justo Sitta, Lupakisyo Mwakyusa, William Titus Suvi, Fatma Suleiman Ally, Mbaraka Abbakari Batare, Sophia Kashenge-Killenga, Sang-Bok Lee

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Review of guidance papers on regression modeling in statistical series of medical journals. by Christine Wallisch, Paul Bach, Lorena Hafermann, Nadja Klein, Willi Sauerbrei, Ewout W Steyerberg, Georg Heinze, Geraldine Rauch, topic group 2 of the STRATOS initiative

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Analysis of biological features associated with meiotic recombination hot and cold spots in Saccharomyces cerevisiae. by Loren Hansen, Nak-Kyeong Kim, Leonardo Mariño-Ramírez, David Landsman

“…A computational approach using feature selection can productively be used to identify promising biological associations. …”
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Evaluating the early impact of AB 617: air pollution, health disparities, and environmental justice in California by Cherry Cheuk Lam Cheung, Adam Eckerd

“…In this study, we analyzed the PM _2.5 levels and asthma incidence rates in three communities selected to participate in the new program—before and after AB 617 implementation, and compared the results in these selected communities with four other communities nearby. …”
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General Features of the Metallic Corrosion in Raw Crude Oils by Aluvihara S., Premachandra J. K.

“…As the methodology, the major corrosive properties of selected two different types of crude oils and the chemical compositions of seven selected metal types were measured and analyzed by the standard methodologies and recommend instruments. …”
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Data normalization in machine learning by V. V. Starovoitov, Yu. I. Golub

“…As a result of the scientific papers review, it is shown that the initial data described in different types of scales and units of measurement should be converted into a single representation by normalization or standardization. …”
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Response of the magnetospheric convection electric field (MCEF) to geomagnetic storms during the solar cycle 24 declining phase by Nongobsom Bazié, Christian Zoundi, M'BI Kaboré, Alfred Jean Stéphane Dama, Frédéric Ouattara

“…The storms induced by ICMEs were selected based on specific conditions. The primary aim of this study is to assess the influence of geoeffective ICMEs on the MCEF. …”
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Students’ Mental Model in Understanding Chemical Bonding and Its Correlation with Chemistry Mindset by Atikah Atikah, Habiddin Habiddin, Nazriati Nazriati, Mudzuna Quraisyah Basimin

“…This study finds that many of the students’ mental models fall into initial and synthetic categories, with only a small number in the scientific category. …”
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Application of “Systems Vaccinology” to Evaluate Inflammation and Reactogenicity of Adjuvanted Preventative Vaccines by David J. M. Lewis, Mark P. Lythgoe

“…Ultimately, it is to be hoped that the knowledge gained from such initiatives will provide tools to the industry, academia, and regulators to select optimal noninflammatory but immunogenic and effective vaccine adjuvant combinations, thereby shortening product development cycles and identifying unsuitable vaccine candidates that would fail in expensive late stage development or postmarketing.…”
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Identifying source of predictability for vapor pressure deficit variability in the southwestern United States by Jiale Lou, Youngji Joh, Thomas L. Delworth, Liwei Jia

“…In the model-analog framework, we select analog states resembling the observed initial conditions from the model space, and the subsequent evolution of those initial model-analogs yields forecast ensembles. …”
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A Non-Rigid Three-Dimensional Image Reconstruction Algorithm Based on Deformable Shape Reliability by Haiying Chen, Syed Atif Moqurrab

“…Assuming minimal reconstruction error and shape change, we solve for the motion structure parameters and select the key initial shape basis value by minimizing the objective function with the L-M nonlinear optimization method. …”
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From archival research to the digitization of existing architectural heritage: methods and processes compared by Chiara Vernizzi, Virginia Droghetti

“…The research undertaken introduces some initial limitations, focusing particularly on the digitization of protected heritage and properties owned by public administrations.…”
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Investigation of anisogrid cylindrical shells for strength, stability and torsional rigidity by L. M. Kovalchuk, T. V. Burnysheva

“…Based on the developed parametric finite element model of the initial design, a multifactorial computational experiment was conducted. …”
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Providing the spatial rigidity of a multi-story wood-based frame building by A. F. Rozhkov, A. A. Lavrov, I. V. Pikuleva, D. A. Polivanov

“…A simpler and less time-consuming method is the initial estimation of the cross-sectional area of the rigid elements that take the wind load. …”
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Mespilus germanica (MG) and Tribulus terrestris (TT) Used as Biosorbents for Lead Removal from Aqueous Solutions: Adsorption Kinetics and Mechanisms by Majid Ehteshami, Hamidreza Zolfaghari, Marjan Salari, Ehsan Teymouri

“…Four main parameters were selected for experimental design, namely, pH, time of contact, the ratio of adsorbent to solution volume, and initial concentration of lead in solution, and the optimization of effective parameters on lead adsorption was performed based on central composite design (CCD) under response surface methodology (RSM). …”
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Particular aspects of determining reliability indicators of thermoelectric generator modules using experimental data by Petrо Gorskyi

“…This means that the distribution law for the failure time of such modules does not «copy» the distribution of their initial parameters, i.e. is neither normal nor logarithmically normal. …”
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Analysis method of important structural parameters of four-point contact ball bearing by WANG Yanshuang, ZHANG Chenxu, WANG Mingwei, WANG Zijun, WANG Gaofeng, LI Wenbin, ZHANG Shuyu

“…It is recommended to select the smaller value of 45°-50° as the initial contact angle. …”
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NEBIVOLOL IN TREATMENT OF STABLE EXERTIONAL ANGINA PECTORIS by Y. V. Gavrilov, V. A. Sulimov, V. I. Makolkin

“…After 5-7 days of control period 50 randomly selected patients began to take nebivolol in initial dose of 5mg once daily and 50 patients started to take metoprolol in initial dose of 50 mg twice daily. …”
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Genome‐Wide Association Studies Reveal the Genetic Architecture of Ionomic Variation in Grains of Tartary Buckwheat by Zhirong Wang, Yuqi He, Mengyu Zhao, Xiang‐Qian Liu, Hao Lin, Yaliang Shi, Kaixuan Zhang, Guijie Lei, Dili Lai, Tong Liu, Xiaoyang Peng, Jiayue He, Wei Li, Xiangru Wang, Sun‐Hee Woo, Muriel Quinet, Alisdair R. Fernie, Xin‐Yuan Huang, Meiliang Zhou

“…Through genome‐wide association studies (GWAS) on grain ionome, 52 genetic loci are identified associated with 10 elements undergoing selection. Molecular experiments have shown that the variation in FtACA13’s promoter (an auto‐inhibited Ca2+‐ATPase) is accountable for grain sodium concentration and salt tolerance, which underwent selection during domestication. …”
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