Spectroscopic detection of cotton Verticillium wilt by spectral feature selection and machine learning methods by Weinan Li, Weinan Li, Weinan Li, Lisen Liu, Jianing Li, Weiguang Yang, Weiguang Yang, Yang Guo, Yang Guo, Longyu Huang, Longyu Huang, Zhaoen Yang, Jun Peng, Jun Peng, Xiuliang Jin, Xiuliang Jin, Yubin Lan, Yubin Lan

“…The hyperspectral data were pre-processed to extract wavelet coefficients and spectral indices (SIs), enabling the derivation of disease-specific spectral features (DSSFs) through advanced feature selection techniques. …”
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Implementation of Support Vector Machine - Recursive Feature Elimination for MicroRNA Selection in Breast Cancer Classification by Ratih Permatasari, Adi Wibowo

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TECHNIQUE OF PROCESSING OF VIBRATION MONITORING DATA, RECEIVED BY THE USE OF MICROELECTROMECHANICAL SYSTEMS by B. A. Chichkov

“…Does the information received according to mentioned above features have better diagnostic potential? Will the array dimension received during data verification be an obstacle to the operational processing? …”
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Exploration of Cutting Processing Mode of Low-Rigidity Parts for Intelligent Manufacturing by Jianping Zhu, Xinna Liu, Hui Peng, Wei Liu, Zhiyong Li

“…Then, this article introduces in detail the intelligent decision-making process based on deep learning, the customized tool design process based on structural features, the simulation process of cutting based on geometric features of parts, as well as the monitoring and control process of Numerical Control (NC) machining based on condition perception. …”
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Design and technological solutions in development of highly efficent processing technology pressure by A. V. Evstifeev, A. A. Alexandrov, V. V. Evstifeev

“…Rational technological process can be created only in the careful analysis of a set of known and original ways of forming of preparations and control of structure of metal and a form of a forging.…”
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Whole-genome sequencing of rough Brucella melitensis in China provides insights into its genetic features by Xiaowen Yang, Dongri Piao, Lingling Mao, Bo Pang, Hongyan Zhao, Guozhong Tian, Hai Jiang, Biao Kan

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Valorization of Waste from Lavender Distillation Through Optimized Encapsulation Processes by Nikoletta Solomakou, Dimitrios Fotiou, Efthymia Tsachouridou, Athanasia M. Goula

“…In contrast, extruded beads exhibited high moisture levels (94.0–95.4%) but allowed better control over morphological features. The work introduced a mild-processing approach applied innovatively to the valorization of lavender distillation waste through structurally stable phenolic delivery systems. …”
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B-spline curve fitting based on dynamic adjustment of knot vector using feature points. by Xiaobing Chen, Shuxin Guo, Rongrong Wang, Chuangchuang Zhang, Jianchu Lin, Shang Chen

“…An essential challenge in B-spline curve fitting is how to produce a B-spline curve that satisfies the accuracy requirement with a minimal number of knots and control points. This paper suggests a better algorithm based on feature points method. …”
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Fault Feature Research of Rolling Bearing based on Empirical Mode Decomposition and Principle Component Analysis by Zheng Xin

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An integrated calcium imaging processing toolbox for the analysis of neuronal population dynamics. by Sebastián A Romano, Verónica Pérez-Schuster, Adrien Jouary, Jonathan Boulanger-Weill, Alessia Candeo, Thomas Pietri, Germán Sumbre

“…The toolbox includes newly developed algorithms and interactive tools for image pre-processing and segmentation, estimation of significant single-neuron single-trial signals, mapping event-related neuronal responses, detection of activity-correlated neuronal clusters, exploration of population dynamics, and analysis of clusters' features against surrogate control datasets. …”
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Device models and technologies of data transmission and processing in the internet of things networks by V. A. Vishnyakov

“…An example of a description of a model of microclimate control devices using the Eclipse Vorto toolkit is given. …”
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Markers of proliferation and angiogenesis in endometrial hyperplastic processes combined with uterine fibroids by Yu. Ya. Krut, N. A. Zemliana

“…To evaluate the levels of proliferation marker Ki-67 and vascular endothelial growth factor-A (VEGF-A) in the serum of women with various forms of endometrial hyperplastic processes (EHP) in combination with uterine fibroids and their relationship with clinical and anamnestic features. …”
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Signal Processing-Free Intelligent Model for Power Quality Disturbances Identification by Mohammed F. Al-Mashdali, Asif Islam, Abdulbasit Hassan, Md Shafiullah, Mujahed Al-Dhaifallah, Khalid Al Fuwail

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Oxidation Processes of Combined Meat Systems with Poultry Meat and Flaxseed Flour by Gurinovich G., Sannikov P., Patrakova I.

“…The present research features the effect of flaxseed flour on the oxidative processes of combined minced poultry and the synergistic effect of flaxseed flour with antioxidant additives, including ascorbic acid (0.05%), sodium citrate (0.03%), and α-tocopherol (0.02%). …”
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Parameter Optimization of Ultrafine Comminution Based on Analytic Hierarchy Process: Fuzzy Comprehensive Evaluation by Zaisheng Zhu, Jinbo Zhu, Yin Liu, Huaizhi Shao, Hongzheng Zhu, Chuanzhen Wang, Jingyu Wang, Yang Fan

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Features of the functioning of the hypothalamic-pituitary-thyroid axis in mice with Lewis carcinoma on the background of induced hyperthyroidism by E. M. Frantsiyants, V. A. Bandovkina, I. V. Kaplieva, I. V. Neskubina, E. I. Surikova, A. I. Shikhlyarova, L. K. Trepitaki, M. A. Gusareva, I. A. Udalenkova, E. O. Vasilieva, N. D. Cheryarina, V. V. Pozdnyakova

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Information Content Assessment of the Federal Budget and the Budget Process in the Russian Federation by O. V. Morozov, M. A. Vasiliev

“…Assessment of the information content and optimization of the components’ scale of the budget expenditures’ composition are recognized as elements of management of the distribution of public resources in the budget process, ways to ensure control over the effectiveness of budget decisions and can be useful for participants in the budget process both at the stage of formation and at the stage of execution of budget expenditures.…”
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Identifying EEG biomarkers of sense of embodiment in virtual reality: insights from spatio-spectral features by Daniela Esteves, Daniela Esteves, Madalena Valente, Shay Englander Bendor, Alexandre Andrade, Athanasios Vourvopoulos

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Understanding pitch perception as a hierarchical process with top-down modulation. by Emili Balaguer-Ballester, Nicholas R Clark, Martin Coath, Katrin Krumbholz, Susan L Denham

“…The model has features in common with a hierarchical generative process and suggests a key role for efferent connections from central to sub-cortical areas in controlling the temporal dynamics of pitch processing.…”
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A model for tobacco growing area classification based on time series features of thermogravimetric analysis by Jiaxu Xia, Yunong Tian, Xianwei Hao, Yuhan Peng, Guanqun Luo, Zhihua Gan

“…This study proposes a classification model for tobacco growing areas based on time series features from thermogravimetric analysis (TGA). This study combines Convolutional Neural Networks (CNN) with Long Short-Term Memory (LSTM) model to process the derivative thermogravimetric (DTG) data, aiming to uncover the inherent time series properties and the continuous and dynamic relationship between temperatures for classifying tobacco growing areas. …”
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