Time Series Forecasting Based on Temporal Networks Evolution and Dynamic Constraints by Yunlong Peng, Han Li, Xu Han

“…Time series forecasting holds significant application value in financial market analysis, biological prediction, and other domains. …”
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Cuminaldehyde downregulates folate metabolism and membrane proteins to inhibit growth of Penicillium digitatum in citrus fruit by Okwong Oketch Reymick, Dazhao Liu, Xiaoli Tan, Qiuli OuYang, Nengguo Tao

“…These were confirmed by RT‐qPCR analysis. Reduced expression of proteins integral to mETC complexes signaled possible damage to inner mitochondrial membrane. …”
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Management information system professional development of the student in the process of independent work by Mikhail N. Krasnyansky, Andrey I. Popov, Artem D. Obukhov, Sergey V. Karpushkin

“…The task of optimization of sustainable work is set and several variants of the criterion of optimization are offered, allowing to provide the maximum satisfaction of both the employers ' society and the individual in obtaining high-quality competitive technical education.The developed approaches to the formalization of the processes of training organization and mathematical modeling of the process of professional formation, to the determination of the complexity of tasks and improvement of the current abilities of the student through the transition from the development zone to the zones of near and subsequent development are of significant theoretical and practical importance for improving the quality of the higher education system.…”
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A novel classification method for balance differences in elite versus expert athletes based on composite multiscale complexity index and ranking forests. by Yuqi Cheng, Dawei Wu, Ying Wu, Youcai Guo, Xinze Cui, Pengquan Zhang, Jie Gao, Yanming Fu, Xin Wang

“…We calculated the CMCI and used four machine learning algorithms-Logistic Regression, Support Vector Machine(SVM), Naive Bayes, and Ranking Forest-to combine these features and assess each participant's balance ability. A classic train-test split method was applied, and the performance of different classifiers was evaluated using Receiver Operating Characteristic(ROC) analysis. …”
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The results of scientific research of Bryansk state university in 2021 in the field of design and modeling of work processes in mobile transport and overloading rope complexes by Stepchenko T.A., Babich O.V.

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Comparison of Multi-Criteria Decision Analysis Methods Under Comprehensive Sensitivity Analysis by Jakub Saabun, Marcin Hernes, Wojciech Salabun

“…In many contemporary decision-making environments, practitioners must navigate complex problems characterized by multiple, conflicting criteria. …”
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Synthesis and Characterization of trans-Dichlorotetrakis(imidazole)cobalt(III) Chloride: A New Cobalt(III) Coordination Complex with Potential Prodrug Properties by Kaila F. Hart, Natalie S. Joe, Rebecca M. Miller, Hannah P. Nash, David J. Blake, Aimee M. Morris

“…The structure of 2 has been characterized by elemental analysis, 1H and 13C·NMR, ESI-MS, CV, and UV-Vis. The ability of 2 to become reduced in the presence of ascorbic acid was probed demonstrating the likely reduction of the Co(III) metal center to Co(II). …”
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Fabrication of omega-3 fatty acid nanoencapsulation with a sodium alginate-acacia gum complex: In vitro digestibility and biocompatible therapeutic potential by Naorem Rojita Devi, Sital Khandelwal, Srinivasan Pappu

“…In this study, a sodium alginate-acacia gum (SA-AG) complex was developed to address these issues. The stability of the complex was confirmed through zeta potential and thermogravimetric analysis. ω3FAs were encapsulated within the SA-AG complex, and their physical, morphological, and chemical characteristics were evaluated. …”
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DCASAM: advancing aspect-based sentiment analysis through a deep context-aware sentiment analysis model by Xiangkui Jiang, Binglong Ren, Qing Wu, Wuwei Wang, Hong Li

“…Our model achieves an average improvement in accuracy by 1.07% and F1 score by 1.68%, showcasing its robustness and efficacy in handling complex sentiment analysis tasks.These results highlight the potential of DCASAM for real-world applications, offering a solid foundation for future research in aspect-level sentiment analysis. …”
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Systemic immune-inflammatory complex index as a novel predictor of sepsis prognosis: a retrospective cohort study using MIMIC-IV by Xueqing Wang, Yingxin Lin, Sheng Zhang, Junshi Wang, Bin Huang, Hua Luo, Lei Huang

“…Propensity score matching was used to reveal the association between the SIICI and secondary outcomes. Finally, subgroup analysis was performed to confirm the predictive ability of the SIICI.ResultsWe included 3,944 patients; among these, 609 (15.4%) and 663 (16.8%) patients had 30- and 90-days mortality, respectively. …”
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Murine leukemia virus p12 tethers the capsid-containing pre-integration complex to chromatin by binding directly to host nucleosomes in mitosis. by Madushi Wanaguru, David J Barry, Donald J Benton, Nicola J O'Reilly, Kate N Bishop

“…We and others hypothesised that p12 tethers the pre-integration complex (PIC) to host chromatin ready for integration. …”
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Targeting APC/CCDC20 by Pro-TAME Suppresses Tumor Proliferation and Induces Apoptosis in Endometrial Carcinoma by Fang Fang, Ke Ni

“…We treated EC cells with varying concentrations of APC/C inhibitors and evaluated their effects on cell proliferation and apoptosis using Cell Counting Kit-8 (CCK-8) assay and flow cytometry analysis. We performed wound healing and transwell assays to evaluate the migration ability of EC cell lines. …”
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Perspectives and commitments of smart education in Russia by A. V. Bodyako, T. M. Rogulenko, S. V. Ponomareva, M. V. Krayushkina

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Speech differences between aged women with and without early Alzheimer's Disease: linguistic indicators of cognitive decline by Yue Jiang, Xufei An

“…These patterns suggest that complex language tasks prove to be more capable of revealing pre-existing cognitive changes in women with early AD, as manifested in their reduced lexical retrieval abilities, higher anomia levels, and increased speech disfluency compared to healthy controls. …”
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Revolutionizing Sperm Analysis with AI: A Review of Computer-Aided Sperm Analysis Systems by Francisco J. Baldán, Diego García-Gil, Carlos Fernandez-Basso

“…This review focuses on integrating AI with Computer-Aided Sperm Analysis (CASA) systems to improve assessments of sperm motility, morphology, and DNA integrity. …”
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THE EFFECT OF MOTIVATION ON THE MOTOR ACTIVITIES OF STUDENTS UNDER DIFFERENT PHYSICAL EDUCATION APPROACHES by E. M. Revenko, V. A. Salnikov

“…IBM SPSS Statistics 22 and Microsoft Excel software programs were employed for statistical processing of primary experimental material.Results and scientific novelty. A comparative analysis of the personal characteristics of senior school students and 1st year students (177 people) identified heterochronism in the development of standard motive and mental abilities of young people. …”
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Pulmonary microbial spectrum of Burkholderia multivorans infection identified by metagenomic sequencing by Hui Xu, Ruixue Zhang, Xiaoxue Zhang, Zhi Zhang, Yingmei Feng, Lianjun Lin

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On the Use of Fault Tree Analysis to Capture Dynamic and Multistate Aspects in the Analysis of Hydrogen Systems by Dikshya Bhandari, Jon Tømmerås Selvik

“…It is suggested that the strength of knowledge analysis be incorporated into the analyses.…”
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A Comprehensive Method for Improving the Quality of Open Government Data and Increasing Citizens’ Willingness to Use Data by Analyzing the Complex System of Citizens and Organizati... by Mohammad Moradi, Mojtaba Mazoochi, Mohammad Ahmadi

“…Based on the results obtained from the analysis of the complex network and the regression model, the criterion of “society subject” with a coefficient of 72.564 and a positive sign has the greatest impact on increasing the number of citizens' visits to open government data. …”
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'Some parts of the consent form are written using complex scientific language’: community perspectives on informed consent for research with pregnant and lactating mothers in Ugand... by Adelline Twimukye, Sylvia Nabukenya, Aida N. Kawuma, Josephine Bayigga, Ritah Nakijoba, Simon Peter Asiimwe, Fredrick Byenume, Francis Williams Ojara, Catriona Waitt

“…Participants reported that complex medical terminologies are difficult to translate to local languages. …”
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