Multipath2.0: Extending Multilayer Reproducible Pathway Models with Omics Data by Zaynab Hammoud, Mohammad Al Maaz, Alicia D'Angelo, Frank Kramer

“…The model comprises multiple information relevant to the analysis of pathway data, and offers a reproducible and simplified view of complex, intertwined systems. …”
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The Design and Validation of an Open-Palm Data Glove for Precision Finger and Wrist Tracking by Olivia Hosie, Mats Isaksson, John McCormick, Oren Tirosh, Chrys Hensman

“…The new design improves usability and overall functionality by addressing the limitations of traditional closed-palm designs. …”
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Life Pattern-Based Human Attribute Estimation Using Only GPS Data by Kazuyuki Shoji, Haru Terashima, Naoki Tamura, Shin Katayama, Kenta Urano, Takuro Yonezawa, Nobuo Kawaguchi

“…Analysis of large-scale GPS data enables the summarization and structuring of human mobility characteristics, providing insights into residents’ behavior patterns. …”
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Calibrating Strain Measurements: A Comparative Study of DAS, Strainmeter, and Seismic Data by Chih‐Chieh Chien, Peter Gerstoft, William Hatfield, Leo Hollberg, Bradley P. Lipovsky, John‐Morgan Manos, Robert J. Mellors, Dale P. Winebrenner, Mark A. Zumberge

“…However, converting DAS strain measurements to actual ground motions can result in errors and uncertainties due to imperfect coupling of the fiber to the earth and instrument response functions. To address this, we conducted a comparative analysis of strain data recorded by DAS, Optical Fiber Strainmeters (OFSs), and estimates derived from seismic data. …”
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Mutual Validation of Data Sets for Analyzing Tilt Angles in Solar Active Regions by Lang Qin, Jie Jiang, Ruihui Wang

“…The σ _α values demonstrate a strong correlation with AR flux and sunspot area, with the dependency functions reevaluated using mutually validated data sets. …”
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Enhancing epidemic preparedness: a data-driven system for managing respiratory infections by Moslem Sarani, Katayoun Jahangiri, Manoochehr Karami, Mohammadreza Honarvar

“…A relational database schema ensures efficient data retrieval, facilitating comprehensive analysis. …”
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Data mining methods application in reflexive adaptation realization in e-learning systems by A. S. Bozhday, Y. I. Evseeva, A. A. Gudkov

“…The proposed technology is based on the formulated and formalized principle of reflexive adaptation of software, applicable to a wide class of software systems and based on the discovery of new knowledge in the behavioral products of the system.To solve this problem, methods of data mining were applied. Data mining allows finding regularities in the functioning of software systems, which may not be obvious at the stage of their development. …”
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Electron Energy Partition across Interplanetary Shocks. I. Methodology and Data Product by Lynn B. Wilson III, Li-Jen Chen, Shan Wang, Steven J. Schwartz, Drew L. Turner, Michael L. Stevens, Justin C. Kasper, Adnane Osmane, Damiano Caprioli, Stuart D. Bale, Marc P. Pulupa, Chadi S. Salem, Katherine A. Goodrich

“…The nuanced details of the fit procedure and description of resulting data product are also presented. The statistics and detailed analysis of the results are presented in Paper II and Paper III of this three-part study.…”
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CLOUD COMPUTING AND BIG DATA AS CONVERGENT TECHNOLOGIES FOR RETAIL PRICING STRATEGIES OF SMEs by George SUCIU, Gyorgy TODORAN, Adelina OCHIAN, Victor SUCIU, Janna CROPOTOVA

“…Furthermore, we present how we use Exalead CloudView platform to search for weak signals in big data by analyzing multimedia data (text, voice, picture, video) and mining online social networks. …”
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Key to the Atlantic Gates of the Arctic by Gordeeva Svetlana, Belonenko Tatyana, Morozova Lidia

“…We consider the decomposition of water temperature fields into the Empirical Orthogonal Functions (EOFs), also known as Principal Components (PCs). …”
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Socio-Psychological Profile of Drivers Deprived of Their Driving Licenses for Driving Under the Influence of Substances by A. V. Masyakin, A. S. Sazonova, E. G. Demenko, V. V. Arshinova, M. S. Radionova, S. V. Safontseva, I. Yu. Suvorova

“…Descriptive statistics, T-test, ANOVA, Pearson’s Chi-square test, and K-means cluster analysis were used.Results. Statistically significant differences were found in memory capacity and character accentuations between men and women (p £ 0.01), as well as in the severity of neurotic symptoms, stress and distress levels, cognitive functions and character accentuations between different age groups (p £ 0.05). …”
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Tax reform of 2025: burden on individuals by N. Z. Zotykov

“…We have found a decrease in the social function of tax deductions for the PIT (standard, social, property ones), and budget losses due to their provision are insignificant. …”
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Feasibility of vagus nerve modulation (VNMM/taVNS) in cognitive-swallowing dual-task paradigms: a fNIRS pilot study by Zhiyong Wang, Zhiyong Wang, Keling Cheng, Junhui Bai, Cuicui Zhang, Jun Ni, Jun Ni

“…The functional near-infrared spectroscopy (fNIRS) data were analyzed by generalized linear modeling (GLM) and seed-based correlation analysis to assess the cortical excitability and brain connectivity, and a BrainNet Viewer was used to visualize the intervention effects.ResultsUnder the cognitive and swallowing task-state fNIRS protocols, both taVNS and VNMM significantly enhanced the activation effects and intra/inter-hemispheric brain network connectivity in the cognitive or swallowing-related brain regions (p < 0.05).ConclusionsThis study demonstrates the feasibility of using fNIRS to differentiate taVNS/VNMM effects during dual-task paradigms. …”
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The Use of Mathematical Analysis in the Nursing Bed Design Evaluation by Zhi-yong Zhou, Jian-ming Qi, Yang Yang

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The content of the «social literacy» concept in pedagogical theory and practice by O. E. Sirotkin

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N6-methyladenosine regulators in hepatocellular carcinoma: investigating the precise definition and clinical applications of biomarkers by Xiaokai Yan, Yao Qi, Xinyue Yao, Lulu Yin, Hao Wang, Ji Fu, Guo Wan, Yanqun Gao, Nanjing Zhou, Xinxin Ye, Xiao Liu, Xing Chen

“…Through the integration of big data analysis with function experiments, we have redefined the biological roles of m6A regulators in HCC. …”
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Estimation of the probability of failure during operation of a prefabricated cutting tool with replaceable polyhedral plates by nonparametric statistics methods by K. V. Syzrantseva, N. A. Vasilega

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Stub Signature-Based Efficient Public Data Auditing System Using Dynamic Procedures in Cloud Computing by Paromita Goswami, Neetu Faujdar, Ghanshyam Singh, Kanta Prasad Sharma, Ajoy Kumar Khan, Somen Debnath

“…Another benefit of the plan is that it supports dynamic operation on outsourced data. This research work may achieve the desired security qualities, according to the security analysis, and it is effective for real-world applications, as demonstrated by simulation outcomes of dynamic operations on various numbers of data blocks and sub-blocks.…”
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Enterotype-stratified gut microbial signatures in MASLD and cirrhosis based on integrated microbiome data by Heng Yuan, Heng Yuan, Junyu Zhou, Junyu Zhou, Xuangao Wu, Shiwei Wang, Sunmin Park, Sunmin Park

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Solubility data of deferiprone in propylene glycol and 1-propanol mixtures at 293.2–323.2 K by Homa Rezaei, Elaheh Rahimpour, Abolghasem Jouyban

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