Classification and Recognition Method for Bearing Fault based on IFOA-SVM by Wei Zhang, Zhihua Ma

“…Based on “one versus one” strategy， an OVO-SVM multi-classifier is designed， and the hybrid kernel function combined with polynomial kernel function and radial basis kernel function is constructed. …”
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Orbifolds of chiral fermionic CFTs and their duality by Kohki Kawabata, Shinichiro Yahagi

“…Additionally, we systematically compute the partition functions of the orbifold theories for both binary and nonbinary codes. …”
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The Saint-Jean hornwork in Soissons: archaeological remains and historical context [abridged version] by Vincent Buccio

“…Therefore, this research study allows to follow the evolution of a structure from the preliminary project up to its dismantling, via its construction and its functioning hazards. At the end of this study, it is possible to measure the relevance of excavating a recent structure, despite the great number of preserved archival records.…”
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Identification and validation of poor prognosis immunoevasive subtype of esophageal cancer with tumor-infiltrating SAMD3 + NK cell abundance by Xu Huang, Runze You, Fangyi Liu, Zitao Jian, Guanyou Zhou, Hao Yin, Mengyuan Wu, Tiantao Sun, Zhiyun Duan, Wenyi Xu, Shaoyuan Zhang, Xinyu Yang, Heng Jiao, Shuyi Yang, Qingle Wang, Jun Yin, Han Tang, Miao Lin, Lijie Tan

“…While natural killer (NK) cells are central to antitumor immunity, their functional states in EC are poorly characterized. Methods We integrated bulk RNA-seq (TCGA/GEO) and single-cell data to construct an NK cell-derived prognostic signature (NK score) via LASSO-Cox regression. …”
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Existence of Positive Periodic Solutions for a Nonautonomous Generalized Predator-Prey System with Time Delay in Two-Patch Environment by Huilan Wang, Zhengqiu Zhang, Weiping Zhou

“…By using continuation theorem of coincidence degree theory, sufficient conditions of the existence of positive periodic solutions are obtained for a generalized predator-prey system with diffusion and delays. In this paper, we construct a V-function to make the prior estimation for periodic solutions, which makes the discussion more concise. …”
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Anoikis classification of lung squamous cell carcinoma reveals correlation with clinical prognosis and immune characteristics by Yixin Zhai, Cheng Li, Xiang He, Wenqi Wu, Donghui Xing, Kaiping Luo, Zhigang Zhao

“…We used the data from TCGA, GEO, GeneCards, and Harmonizome databases to analyze the immune microenvironment, functional enrichment, and drug sensitivity analysis.Results We identified 717 differentially expressed and selected 3 ARGs (FADD, SNAI1, and BAG4) to construct a predictive model. …”
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Dynamic predicting hepatitis B surface antigen decline rate during treatment for patients with chronic hepatitis B by Ying Xin, Yuming Wang, Qiang Li, Xianghong Zhang, Kaifa Wang, Guangyu Huang

“…When the computational cost was combined, a pragmatic prediction strategy with robust individual prediction performance was obtained. The constructed group trajectory model and prediction strategy may have the potential to dynamically identify favorable patients and dynamically predict the HBsAg decline rate, thereby improving the functional cure rate in clinical practice.…”
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Genome-wide analysis and identification of nuclear factor Y gene family in switchgrass (Panicum virgatum L.) by Hadia Hussain, Noor Fatima, Muhammad Sajid, Iqra Mehar, Maryam Noor, Kotb A. Attia, Yaser M. Hafez, Khaled Abdelaal, Tawaf Ali Shah

“…In addition, prediction of functional similarities among PvNF-Ys genes phylogenetic tree was constructed corresponding to Arabidopsis. …”
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Transposition – a Mechanism of Interaction between Semantics and Syntax by Ion BĂRBUȚĂ

“…The study aims to describe the complex mechanism of interaction between a word as a part of speech and as a part of a sentence, highlighting how semantics and syntactic functions contribute to the construction and comprehension of utterances.…”
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STATISTICAL ANALYSIS OF ACCELEROGRAMS OF REAL STRONG EARTHQUAKES by Khayrulla M. Muselemov, Osman M. Ustarhanov, Abusupyan K. Yusupov

“…Conclusion The algorithm constructed by the authors allows the statistical study of strong earthquakes, whose accelerograms are presented in a single copy, to be carried out and the corresponding correlation function parameters to be calculated. …”
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On Complex Singularity Analysis for Some Linear Partial Differential Equations in by A. Lastra, S. Malek, C. Stenger

“…The solutions Y are shown to develop singularities along with estimates of exponential type depending on the growth's rate of X near the singular set. We construct these solutions with the help of series of functions with infinitely many variables which involve derivatives of all orders of X in one variable. …”
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Characterization of ultrasonic nonlinear properties of interfacial pressure in 110kV integral prefabricated cable intermediate joints by Benhong Ouyang, Benhong Ouyang, Rong Xia, Rong Xia, Yuli Wang, Yuli Wang, Jianjun Yuan, Jianjun Yuan, Kaiwen Huang, Kaiwen Huang, Peng Zhao, Peng Zhao, Ge Wang, Ge Wang

“…The nonlinear parameters can characterize the interfacial pressure at different locations, verifying the validity of the simulation fitting function and providing a new approach for measuring the interfacial pressure of cable accessories.…”
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Identification of RUVBL2 as a novel biomarker to predict the prognosis and drug sensitivity in multiple myeloma based on ferroptosis genes by Sishi Tang, Xinyi Long, Fangfang Li, Siyi Jiang, Yunfeng Fu, Jing Liu

“…A total of 12 FRGs were identified, utilizing the STRING database and Cytoscape software, and the PPI networks were constructed to identify hub genes and further functional enrichment analyses. …”
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Exploring thematic activity changes in black holes and volcanoes of urban population mobility under daily rhythms by Jing Cai, Rui Li, Shunli Wang, Huayi Wu

“…Urban functional structures and daily rhythms significantly impact population mobility. …”
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A novel prognostic signature based on m5C‑related LncRNAs and its immunological characteristics in colon adenocarcinoma by Zihe Liu, Sheng Chang, Shouguo Chen, Rong Gu, Shaoyong Guo

“…Tumor mutation burden and drug sensitivity analyses were also performed. Functional validation of NR2F2-AS1 was conducted through in vitro experiments. …”
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Epistemic Causality in Literary Discourse of M. Amis by S. A. Petrenko, A. Ph. Petrenko

“…The contextual analysis of microsituations with the connector because reveals a variety of logical connections between inversely related propositions, as well as in constructions close to paratactic ones. The specificity of the functional capabilities of the conjunction under study is described, which leads the authors to create a classification of epistemic causal relations with the causal conjunction because in English is described. …”
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Exact Solutions for (3+1)-Dimensional Potential-YTSF Equation and Discrete Kadomtsev-Petviashvili Equation by Yan Wang, Zhenhui Wang

“…In virtue of some Riemann theta function formulas, we also construct its quasiperiodic solutions and analyze the asymptotic properties of these solutions. …”
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Development of a machine learning-derived dendritic cell signature for prognostic stratification in lung adenocarcinoma by Fang Zhou, Fang Zhou, Meng Wang, Meng Wang, Zheng Wang, Zheng Wang, Wei Li, Wei Li, Xike Lu, Xike Lu

“…High-dimensional weighted gene co-expression network analysis (hdWGCNA) and pseudotime analysis were utilized to identify functional modules and lineage trajectories. A dendritic cell-related signature (DCRS) was constructed using multiple machine learning algorithms (Lasso-Cox, RSF, CoxBoost, Stepwise-Cox), and its prognostic performance was validated in seven external cohorts. …”
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Machines that halt resolve the undecidability of artificial intelligence alignment by Gabriel A. Melo, Marcos R. O. A. Máximo, Nei Y. Soma, Paulo A. L. Castro

“…Abstract The inner alignment problem, which asserts whether an arbitrary artificial intelligence (AI) model satisfices a non-trivial alignment function of its outputs given its inputs, is undecidable. …”
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Predicting cardiac frequencies in mammals by Rui D. M. Travasso, Clint A. Penick, Robert R. Dunn, E. Corvera Poiré

“…Using data from the literature on heart rate in 95 mammals as a function of body mass, and the radius of the aorta as a function of body mass, we construct a target curve of cardiac frequency versus aortic radius. …”
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