PMWFCM: A Possibility based MultiKernel Weighted Fuzzy Clustering Algorithm for classification of driving behaviors by Ning Ma, Kaijun Wu, Yubin Yuan, Jiawei Li, Xiaoqiang Wu

“…Fuzzy clustering algorithms are widely applied in the field of traffic driving, aiding in the classification of driving behaviors from massive traffic data and enhancing traffic safety levels. However, classical Fuzzy C-Means (FCM) algorithms are sensitive to noise during the clustering process, leading to suboptimal performance when dealing with traffic datasets with lower accuracy. …”
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Adrenomedullin as a Growth and Cell Fate Regulatory Factor for Adult Neural Stem Cells by Sonia Martínez-Herrero, Ignacio M. Larráyoz, Laura Ochoa-Callejero, Josune García-Sanmartín, Alfredo Martínez

“…The use of stem cells as a strategy for tissue repair and regeneration is one of the biomedical research areas that has attracted more interest in the past few years. Despite the classic belief that the central nervous system (CNS) was immutable, now it is well known that cell turnover occurs in the mature CNS. …”
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QTFN: A General End-to-End Time-Frequency Network to Reveal the Time-Varying Signatures of the Time Series by Tao Chen, Yang Jiao, Lei Xie, Hongye Su

“…Therefore, to achieve high-resolution and CT-free TFDs, an end-to-end architecture termed Quadratic TF-Net (QTFN) is proposed in this paper. Guided by classic TFD theory, the design of this deep learning architecture is heuristic, which firstly generates various basis functions through data-driven. …”
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Uprising in Tashkent in October 1917 according to memoirs of S. V. Sazanov by E. A. Vorobyeva

“…In Soviet historiography, the uprising in Tashkent was presented as a classic workers’ uprising against numerous counter-revolutionary forces prepared and carried out according to a clear plan under the leadership of the Bolshevik party. …”
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Complements and coregularity of Fano varieties by Fernando Figueroa, Stefano Filipazzi, Joaquín Moraga, Junyao Peng

“…Furthermore, a klt singularity of absolute coregularity $1$ admits an N-complement with N at most 6. This extends the classic classification of $A,D,E$ -type klt surface singularities to arbitrary dimensions. …”
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A New Evaluation Method of Total Organic Carbon for Shale Source Rock Based on the Effective Medium Conductivity Theory by Jian Fu, Xuesong Li, Yonghe Sun, Qiuli Huo, Ting Gao, Li Fu, Yuchen Liu, Suxing Dong, Haijun Fan

“…The model parameters are determined through the optimization method, and the bisection iteration method is used to solve the model equation. Compared with the classic TOC calculation method, the new model can evaluate the abundance of organic matter in shale and tight sandstone, which provides a new option to assess the TOC of rocks based on logging methods.…”
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Acute Pericarditis Occurring Three Days after Intravesical Instillation of Mitomycin C after Transurethral Bladder Tumor Resection in a 64-Year-Old Woman by Vineet Meghrajani, Arsalan Hashmi, Shuo Cheng Lin, Zvi Plawes, Shelly Brejt

“…Mitomycin C is a chemotherapeutic agent which acts by alkylation of DNA and is known to be cardiotoxic when systemically administered. Despite classic pericarditis symptoms, the patient underwent an urgent coronary angiogram due to elevated cardiac troponin I level, EKG changes, and wall motion abnormalities on her echocardiogram. …”
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Supercritical Fluid Chromatography of Drugs: Parallel Factor Analysis for Column Testing in a Wide Range of Operational Conditions by Ramia Z. Al Bakain, Yahya Al-Degs, Bertyl Andri, Didier Thiébaut, Jérôme Vial, Isabelle Rivals

“…The results showed the superiority of PARAFAC for the analysis of the three-way (column × drug × condition) data array over unfolding the multiway array to matrices and performing several classical principal component analyses. Thanks to the PARAFAC components, similarity in columns’ function, chromatographic trend of drugs, and correlation between separation conditions could be simply depicted: columns were grouped according to their H-bonding forces, while gradient composition was dominating for condition classification. …”
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Applied aspects of modern non-blind image deconvolution methods by O.B. Chaganova, A.S. Grigoryev, D.P. Nikolaev, I.P. Nikolaev

“…Our experimental results show that those neural network models lacking any pre-optimization, such as quantization or knowledge distillation, fall short of classical methods in several key properties, such as inference speed or the ability to handle different types of blur. …”
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Spatial tumor immune heterogeneity facilitates subtype co-existence and therapy response in pancreatic cancer by Lukas Klein, Mengyu Tu, Niklas Krebs, Laura Urbach, Daniela Grimm, Muhammad Umair Latif, Frederike Penz, Anna Blandau, Xueyan Wu, Rebecca Diya Samuel, Stefan Küffer, Florian Wegwitz, Nathan Chan, Kazeera Aliar, Foram Vyas, Uday Kishore, Elisabeth Hessmann, Andreas Trumpp, Elisa Espinet, Argyris Papantonis, Rama Khokha, Volker Ellenrieder, Barbara T. Grünwald, Shiv K. Singh

“…ATAC-, ChIP-, and RNA-seq analyses reveal that JUNB/AP1- and HDAC-mediated epigenetic programs repress pro-inflammatory signatures in tumor cells, antagonizing cJUN/AP1 signaling, favoring a therapy-responsive classical neoplastic state. This dichotomous regulation is amplified via regional TNF-α+ macrophages, which associates with a reactive phenotype and reduced CD8+ T cell infiltration in patients. …”
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Hydrograph Separation in the Headwaters of the Shule River Basin: Combining Water Chemistry and Stable Isotopes by Jiaxin Zhou, Jinkui Wu, Shiwei Liu, Guoxiong Zeng, Jia Qin, Xiuna Wang, Qiudong Zhao

“…The uncertainties of the EMMA method were summarized and estimated via a classical Gaussian error propagation technique. Analyses suggested that the uncertainty in the measurement method was less important than that in the temporal and spatial variations of tracer concentrations. …”
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Weakly-Supervised Deep Shape-From-Template by Sara Luengo-Sanchez, David Fuentes-Jimenez, Cristina Losada-Gutierrez, Daniel Pizarro, Adrien Bartoli

“…WS-DeepSfT addresses the limitations of existing SfT techniques by combining a weakly-supervised deep neural network (DNN) for registration and a classical As-Rigid-As-Possible (ARAP) algorithm for 3D reconstruction. …”
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Comparison of Gene Expression in Human Embryonic Stem Cells, hESC-Derived Mesenchymal Stem Cells and Human Mesenchymal Stem Cells by Romain Barbet, Isabelle Peiffer, Antoinette Hatzfeld, Pierre Charbord, Jacques A. Hatzfeld

“…Analysis of differentiation genes indicated that hES-MSCs express the sarcomeric muscle lineage in addition to the classical mesenchymal lineages, suggesting they are more primitive than hMSCs. …”
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Numerical Modeling of Tsunami Waves Interaction with Porous and Impermeable Vertical Barriers by Manuel del Jesus, Javier L. Lara, Inigo J. Losada

“…The use of numerical models based on the Navier-Stokes equations appears as a reasonable approach due to their ability to evaluate complex flow patterns around coastal structures without the inherent limitations of the classical depth-averaged models. In the present study, a Navier-Stokes-based model, IH-3VOF, is applied to study the interaction of tsunami waves with porous and impermeable structures. …”
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A Modified o-Phthalaldehyde Fluorometric Analytical Method for Ultratrace Ammonium in Natural Waters Using EDTA-NaOH as Buffer by Hongzhi Hu, Ying Liang, Shuo Li, Qing Guo, Chancui Wu

“…The method detection limit was 0.0099 µmol/L. Compared to the classical OPA method, the proposed method had the advantage of being more sensitive and could quantify ultratrace ammonium without enrichment.…”
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Pedestrian navigation: how can inertial measurment units assist smartphones? by I. A. Chistyakov, I. V. Grishov, A. A. Nikulin, M. V. Pikhletsky, I. B. Gartseev

“…Such trajectories can be used both for verification of classical algorithms of navigation or for application of machine learning technics. …”
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The influence of sharpness of cutting tool on processing of steel 07X16H4B by D. S. Rechenko, R. U. Kamenov, D. G. Balova, A. K. Aubakirova, I. K. Chernykh

“…The purpose of the work is to study the treated surface of corrosion-resistant steel 07X16H4B with a tool sharpened by classical and high-speed methods. To achieve this goal, the following tasks are solved: the final carbide cutting tool is manufactured and sharpened, tests of the cutting tool on steel 07Kh16N4B are carried out; quality control of the treated surface is carried out. …”
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A two-patch prey-predator model with predator dispersal driven by the predation strength by Yun Kang, Sourav Kumar Sasmal, Komi Messan

“…In addition, we compare the dynamics of our model to the classic two patch model to obtain a better understanding how different dispersal strategies may have different impacts on the dynamics and spatial patterns.…”
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Cytotoxicity and In Vitro Antileishmanial Activity of Antimony (V), Bismuth (V), and Tin (IV) Complexes of Lapachol by Marcele Neves Rocha, Paula Monalisa Nogueira, Cynthia Demicheli, Ludmila Gonçalvez de Oliveira, Meiriane Mariano da Silva, Frédéric Frézard, Maria Norma Melo, Rodrigo Pedro Soares

“…In this study, using the classic microscopic in vitro model, we have analyzed the effects of a series of lapachol and chlorides complexes with antimony (V), bismuth (V), and tin (IV) against L. amazonensis. …”
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Mathematical model and nanoindentation properties of the claws of Cyrtotrachelus buqueti Guer (Coleoptera: Curculionidae) by Longhai Li, Wei Sun, Ce Guo, Huafeng Guo, Liu Lili, Ping Yu

“…After comparison and analysis of five classical edge‐detection algorithms, the boundaries of the structural features of the claw were extracted based on a B‐spline wavelet algorithm, and the results showed that the variable curvature of the beetle claw enhances its adhesion force and improves its strength. …”
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