Frequency-Based Density Estimation and Identification of Partial Discharges Signal in High-Voltage Generators via Gaussian Mixture Models by Krissana Romphuchaiyapruek, Sarawut Wattanawongpitak

“…However, recent advancements in signal processing and machine learning have facilitated the development of automated tools to identify and categorize PD patterns, aiding those without extensive experience. …”
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GEOCHEMICAL DIFFERENTIATION OF THE LITHOGENIC BASE OF THE LANDSCAPES OF THE GREATER CAUCASUS by Tatyana Vasilyevna Degtyarova, Andrey Aleksandrovich Likhovid, Natalya Gennadievna Likhovid

“…Introduction: the relevance of the study is due to the need to identify the role of the lithogenous basis of the landscapes of the Greater Caucasus in the formation of their geo-chemical features and patterns of migration and concentration of chemical elements in various landscape and geochemical conditions. …”
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Simulating Lightning Discharges: The Influence of Environmental Conditions on Ionization and Spark Behavior by Gabriel Steinberg, Naomi Watanabe

“…These findings demonstrate that Tesla coil discharges reproduce key features of early lightning processes and offer insights into how environmental factors influence discharge development.…”
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Universities in the System of Higher Education in the USSR: From Classical to Soviet Model (Tasks, Structure, Personnel) by Lyudmila Nikolaevna Mazur

“…The two Ural universities, created according to the old (classical) and new (Soviet) patterns, demonstrate two variants of the formation of a Soviet university: in the first case, we are dealing with a successive variant of development, in the second — with the evolution of a polytechnic university (HTU) into a Soviet university. …”
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Intelligent Management of Renewable Energy Communities: An MLaaS Framework with RL-Based Decision Making by Rafael Gonçalves, Diogo Gomes, Mário Antunes

“…Combined with the best-performing agents, these features achieved trading cost reductions of up to 45.58%. …”
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Identification of Glucose-6-Phosphate Dehydrogenase Family Members Associated with Cold Stress in Pepper (<i>Capsicum annuum</i> L.) by Jianwei Zhang, Jianxin Fan, Zhiying Tan, Yao Jiang, Xianjun Chen, Qin Yang, Huanxiu Li

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Computational Analysis Method for Multi-subject Behavior in Public Spaces Based on Targeted Computer Vision Tracking by Chao YAN, Siyan LIU, Shanshu HE, Leiqing XU

“…Subsequently, computational analysis and visualization methods for revealing the interaction behaviors of different groups are explored, which involves a pedestrian identification threshold model based on human proportion characteristics that enables targeted identification and differentiation of children from adults, and a dedicated analysis module designed to visualize behavioral patterns of each identified crowd and thereby provide visual patterns for the spatial-temporal distributions of different crowds. …”
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Research into the Application of ResNet in Soil: A Review by Wenjie Wu, Lijuan Huo, Gaiqiang Yang, Xin Liu, Hongxia Li

“…ResNet outperforms traditional methods by effectively mitigating the vanishing gradient problem, enabling deeper network training, enhancing feature extraction, and improving accuracy in complex pattern recognition tasks. …”
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Altered gray matter morphometry in psychogenic erectile dysfunction patients: A Surface-based morphometry study by Zilei Tian, Ziyang Ma, Beihong Dou, Xiaopeng Huang, Guangsen Li, Degui Chang, Tao Yin, Peihai Zhang

“…Furthermore, a classifier was developed based on a support vector classification algorithm and cortical morphological features to explore the feasibility of discriminating between pED patients and HC at an individual level. …”
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Impaired interhemispheric synchrony in patients with iridocyclitis and classification using machine learning: an fMRI study by Yan Tong, Zhi Wen, Xin Huang

“…BackgroundThis study examined the interhemispheric integration function pattern in patients with iridocyclitis utilizing the voxel-mirrored homotopic connectivity (VMHC) technique. …”
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A cartographic generalization method for 3D visualization of trajectories in space–time cubes: case study of epidemic spread by Fei Yang, Jie Shen, Fengzhen Zhu, Junrui Zhang

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Hereditary colorectal cancer: genetics and screening diagnostics by O. I. Kit, D. I. Vodolazhsky, Yu. A. Gevorkyan, N. V. Soldatkina, F. N. Grechkin, M. A. Kozhushko, I. Yu. Yefimova

“…CRC is one of the most widespread oncologic diseases and takes the leading positions for morbidity and mortality in the pattern of neoplastic diseases in Russia. In 30% of cases disease development is associated to genetic predisposition, however only 5% of all CRC cases are linked to established hereditary syndromes, such as Lynch syndrome (hereditary non-polyposis colorectal cancer), family adenomatous polyposis, MUTYH-associated polyposis, juvenile polyposis, hereditary mixed polyposis syndrome, Peutz-Jeghers syndrome and serrated polyposis syndrome. …”
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A codon usage-based approach for the stratification of Influenza A across recent spillovers by Tommaso Alfonsi, Matteo Chiara, Anna Bernasconi

“…The approach developed in this work provides a scalable framework for IAV genomic surveillance, offering insights into viral evolution and shared patterns of codon usage preferences. …”
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“Life of Constantine” by Eusebius of Caesarea as “sacred history”: a typology of Moses — Constantine by Maksim Prikhodko

“…Following the Logos, Constantine performs the same pattern Moses fulfilled in his life. In the development of the typological line of Moses-Constantine, three moments of the formation of the figure of Constantine in sacred history are traced: receiving the kingdom, accepting the ministry of the priesthood, and gaining the gift of prophecy. …”
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Study of complexity factor and stability of dynamical systems in $$f(\mathcal {G})$$ f ( G ) gravity by M. Zeeshan Gul, W. Ahmad, M. M. M. Nasir, Faisal Javed, Orhan Donmez, Bander Almutairi

“…We select the identical complexity factor for the structure as used in the non-static scenario, while considering the analogous criterion for the most elementary pattern of development. This technique involves formulating structural scalars that illustrate the fundamental features of the system. …”
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Multivariate bidirectional gate recurrent unit for improving accuracy of energy prediction by Quota Alief Sias, Rahma Gantassi, Yonghoon Choi

“…The proposed main model is a multi-variate bidirectional GRU combined with a periodic feature pattern. The proposed model will also be compared with the fundamental bidirectional models of the GRU and LSTM models. …”
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Decoration Samples of Mushaf Rosettes from the Xth-XIIth Centuries in the TSMK F. Edhem Karatay Catalog by Yusuf Bilen, Ayşegül Şenlik

“…The rosettes in Mushafs have been evaluated in terms of composition, color, motif, pattern construction and stylistic features. A detailed examination of the rosettes in question in terms of illumination will be valuable in terms of determining the historical development process of illumination art and its effects on the contemporary understanding of decoration.…”
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Neuropathic Cystinosis: A Rare Case Report by Ahmed Muthana, Rabab Farhan Thejeal, Ikhlas Ali Ahmed

“…Brain magnetic resonance image (MRI) revealed changes in bilateral frontal primitive gyral pattern. Bone marrow aspiration and liver biopsy were both in favor of cystinosis. …”
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Entropy difference-based EEG channel selection technique for automated detection of ADHD. by Shishir Maheshwari, Kandala N V P S Rajesh, Vivek Kanhangad, U Rajendra Acharya, T Sunil Kumar

“…To verify the effectiveness of the channels selected, we explored three sets of features and classifiers. More specifically, we explored discrete wavelet transform (DWT), empirical mode decomposition (EMD) and symmetrically-weighted local binary pattern (SLBP)-based features. …”
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Organization of Medical Care to Children with Road Traffic Injury in the Rostov Region by I.I. Babich, T. V. Vygonskaya, F. G. Sharshov, Ye. A. Spiridonova, S. A. Rumyantsev, E. E. Rostorguyev

“…By keeping in mind the specific features of the emergency medical system existing in the region, the authors propose its further development, by organizing interregional centers on the basis of a number of central regional hospitals for the treatment of children with traumatic lesions (among other things, by allocating pediatric beds in the intensive care units). …”
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