Risk assessment in production of functional food products by means of RCA method by A. S. Dydykin, Yu. N. Zubarev, E. I. Logunova, Yu. A. Kuzlyakina

“…The technology of producing of the cooked sausages fortified with iodine-containing food ingredients was chosen as the object of research, as this technology is associated with a wide variety of technological modes and methods of raw materials processing, as well as the storage conditions of the ready products. …”
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Methodology of Quality Control of Food Systems and Forage by Express-Methods and Digital Platforms by A. Yu. Sokolov, O. G. Shchepotkina, A. A. Gazhur, O. V. Bespalova

“…At the same time operative quality control requires fast response to challenges arising in the chain ‘analysis of suppliers – raw material order – processing – quality preservation - transportation – control’.…”
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Bacteriophages of Lactic Acid Bacteria by Vera I. Ganina, Natalia G. Mashentseva, Inna I. Ionova

“…The methods included microbiological analyses, sensory evaluation, physico-chemical tests, genetic studies, electron microscopy, optical reassociation, and mathematical data processing. Violation of the fermentation process always resulted in bacteriophages in the finished products, e.g., fermented dairy products, curd whey, raw smoked and dry-cured sausages, etc. …”
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Determination of the Energy Efficient Speed of the Working Body of the Agitator for Small Biogas Reactors by Spodoba M.O., Spodoba О.O., Kovalchuk S.I., Oliinik Yu.O.

“…The aim of the work is to determine the energy-efficient speed level of a two-tier paddle mixer with blades installed at an angle of 90° to improve the energy efficiency of the biogas formation process in small biogas reactors. To achieve the set goals, physical methods, three-dimensional model- ing, processing and visualization of results in application programs were used. …”
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Treatment of flue gas and coal to reduce air pollution-overview by Mihajlović Slavica R., Đorđević Nataša G., Matijašević Srđan D., Kašić Vladan D.

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Detection of Tomato Leaf Pesticide Residues Based on Fluorescence Spectrum and Hyper-Spectrum by Jiayu Gao, Xuhui Yang, Simo Liu, Yufeng Liu, Xiaofeng Ning

“…The data in the spectral raw bands were optimized using convolutional smoothing (S-G), standard normal variable transformation (SNV), multiplicative scatter correction (MSC), and baseline calibration (baseline) algorithms, respectively. …”
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Detecting Sleep/Wake Rhythm Disruption Related to Cognition in Older Adults With and Without Mild Cognitive Impairment Using the myRhythmWatch Platform: Feasibility and Correlation... by Caleb D Jones, Rachel Wasilko, Gehui Zhang, Katie L Stone, Swathi Gujral, Juleen Rodakowski, Stephen F Smagula

“…Later activity onset times were associated with worse delayed memory performance (ββ ConclusionsUsing the Apple Watch-based myRW system to gather raw accelerometer data is feasible in older adults with and without MCI. …”
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From Genomic Exploration to Personalized Treatment: Next-Generation Sequencing in Oncology by Vishakha Vashisht, Ashutosh Vashisht, Ashis K. Mondal, Jana Woodall, Ravindra Kolhe

“…Bioinformatics plays a crucial role in processing raw sequencing data, identifying clinically relevant variants, and interpreting complex genomic landscapes. …”
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A comprehensive tool for embodied carbon quantification and supporting mitigation strategies in the Building sector by Miguel Martinho, Joana Fernandes, Ricardo Gomes, Paulo Lourador, Paulo Ferrão

“…Embodied carbon refers to the GHG emissions associated with the life-cycle of materials and construction processes of a building, including raw material extraction, manufacturing, construction, and eventual demolition or waste processing. …”
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A Deep Learning-Based Diagnostic Framework for Shaft Earthing Brush Faults in Large Turbine Generators by Katudi Oupa Mailula, Akshay Kumar Saha

“…In the approach, raw time-domain signals are converted into informative time–frequency representations, which serve as input to a CNN model trained to distinguish normal and faulty conditions. …”
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An ensemble of deep representation learning with metaheuristic optimisation algorithm for critical health monitoring using internet of medical things by Mai Alduailij

“…Initially, the Z-score normalization method is employed in the data pre-processing step to clean, transform, and organize raw data into an appropriate format. …”
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Analysis of energy efficiency of the intrafarm biofuel workshop (the case of production of motor fuel from colza oilseeds) by V. A. Kolos, Yu. N. Sap’Yan, P. M. Pugachev

“…Due to technical and economic data of the project of the BF-shop created by All-Russian Research Institute of Mechanization for Agriculturefor JSC breeding enterprise Lazarevskoye in Tula region there were received rather high values of CEE of stages of direct oilseeds processing into RO and preparations of MF - respectively 7.13 and 4.98 by CDEE 24.2 and 61.8, and also CDEE of all BF-technology - 8.4 and 22.3. …”
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Advanced object detection for smart accessibility: a Yolov10 with marine predator algorithm to aid visually challenged people by Mahir Mohammed Sharif Adam, Hussah Nasser AlEisa, Samah Al Zanin, Radwa Marzouk

“…Moreover, the feature extraction process employs the VGG19 method to transform raw data into meaningful and informative features. …”
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ScTCN-LightGBM: a hybrid learning method via transposed dimensionality-reduction convolution for loading measurement of industrial material by Zihua Chen, Runmei Zhang, Zhong Chen, Yu Zheng, Shunxiang Zhang

“…First, we provide an abnormal data processing method to guarantee raw data accuracy. …”
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Structure of Silicon Wafers Planar Surface before and after Rapid Thermal Treatment by U. A. Pilipenko, A. A. Sergeichik, D. V. Shestovski, V. A. Solodukha

“…Images of back ward reflected electrons diffraction using surface layer of raw silicon wafers' of 30 nm thickness and also the results of the planar surface of raw silicon wafers' cleaning from impurities are provided. …”
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Iron Ore Information Extraction Based on CNN-LSTM Composite Deep Learning Model by Haili Chen, Mengxiang Xia, Yaping Zhang, Ruonan Zhao, Bingran Song, Yang Bai

“…Magnetite collected from an iron ore mine in the Tangshan area is used as a pilot study, and its spectral data are used as the data source. The raw spectra are preprocessed Savitzky-Golay smoothing, jump point correction, and envelope removal. …”
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3PB-analyzer: A python-based tool for automated three-point bending analysis by Yutao He, Xiaodie Fan, Xi Li, Rui Cheng, Bin Wang

“…By combining precision, automation, and versatility, this tool enables researchers to streamline data processing, improve analytical accuracy, and enhance the reproducibility of their results, making it a valuable resource across multiple disciplines.…”
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Quantitative Prediction of Protein Content in Corn Kernel Based on Near-Infrared Spectroscopy by Chenlong Fan, Ying Liu, Tao Cui, Mengmeng Qiao, Yang Yu, Weijun Xie, Yuping Huang

“…Various preprocessing techniques, including Savitzky−Golay (S−G), multiplicative scatter correction (MSC), standard normal variate (SNV), and the first derivative (1D), were employed to preprocess the raw spectral data. Near-infrared spectral data from different varieties of maize grain powder were collected, and quantitative analysis of protein content was conducted using Partial Least Squares Regression (PLSR), Support Vector Machine (SVM), and Extreme Learning Machine (ELM) models. …”
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Thermal Runaway Warning of Lithium Battery Based on Electronic Nose and Machine Learning Algorithms by Zilong Pu, Miaomiao Yang, Mingzhi Jiao, Duan Zhao, Yu Huo, Zhi Wang

“…To assess the impact of time duration sensor data on the results, we selected four time windows of different length and extracted the corresponding sensor response data for subsequent processing. …”
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Ultra-Wideband-Based Method for Measuring Tree Positions With Decimeter-Level Accuracy Under a Forest Canopy by Zuoya Liu, Harri Kaartinen, Teemu Hakala, Heikki Hyyti, Juha Hyyppa, Antero Kukko, Ruizhi Chen, Mikko Vastaranta

“…Two efficient signal transceiver mechanisms were developed for raw data collection, followed by an optimized method for setting up the beacon network. …”
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