Machine Learning-Enhanced Discrimination of Gamma-Ray and Hadron Events Using Temporal Features: An ASTRI Mini-Array Analysis by Valentina La Parola, Giancarlo Cusumano, Saverio Lombardi, Antonio Alessio Compagnino, Antonino La Barbera, Antonio Tutone, Antonio Pagliaro

“…The most common method involves the parametrization of the morphological feature of the shower images. However, we know that gamma-ray and hadron showers also differ in their time evolution. …”
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Pathogenic mechanisms and molecular features of a novel UL2 gene-deficient duck enteritis virus endemic to China by Dan Yin, Yuehua Gao, Mingqing Xu, Jianhua Wang, Xiaofei Song, Zhen Li, Jianyun Peng, Min Kang, Bai Wei, Chengdong Yu, Yingjuan Qian, Yong-Sam Jung, Feng Hu, Junfeng Lv, Zhuoming Qin, Yufeng Li

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Artistic Features of Jiangnan Gardens During the Mid-16th Century as Reflected in the Picture of a Famous Garden in Jinchang by Shiyuan PANG, Xiao HUANG

“…It also helps to form a clearer understanding of the typical artistic features of Jiangnan gardens in the mid-16th century.MethodsThe research method of mutual verification of literature and image is employed to reconstruct the garden depicted in the Picture of a Famous Garden in Jinchang. …”
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On the Origin of the Nervous System Based on Studying Sensillae in Acoel Turbellarians (Acoela) by Ya.I. Zabotin, A.I. Golubev

“…The revision of the literature data on the early periods of evolution of nervous-sensory apparatus in various taxa of lower invertebrates (sponges, coelenterates and acoel turbellarians) is presented.…”
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Analysis of the overall development trends and hotspots in the research field of the human gut virome by Yidi Zhang, Ting Mei, Minhui Wang, Chunxia Huang, Hanzhi Yi, Yu Zhan, Sen Yang, Han Wang, Qiulong Yan, Ruochun Guo, Changming Chen

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Electrical impedance spectroscopy for non-destructive meat freshness assessment by Shiqian Wang, Ziye Zhang, Xinyao Zhao, Xinqing Xiao

“…The paper encapsulates the commonly employed methods for the selection and processing of electrical impedance sensor data, including preprocessing, feature selection, calibration, and validation. Ultimately, the paper posits that the evolution from costly electrochemical devices traditionally used for impedance data collection to more economical, impedance-based devices for estimating meat freshness represents an avenue ripe for future exploration.…”
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Forest point cloud registration: a review by Jincheng Liu, Yijun Guo, Juntao Yang, Ningning Zhu, Wenxia Dai, Qiang Yu

“…The developmental process of forest point cloud registration methods, spanning from the early reliance on manual markers to the subsequent evolution towards automatic registration based on feature matching, and then to the advanced technology based on deep learning were reviewed. …”
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Research on defect perception model of distribution network based on big data analysis and waveform matching algorithm by LIN Kaifeng, LI Yiming, ZHANG Bo, YANG Changyu, ZHU Zeting, YANG Zhenda

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Classification and Recognition of Soybean Quality Based on Hyperspectral Imaging and Random Forest Methods by Man Chen, Zhichang Chang, Chengqian Jin, Gong Cheng, Shiguo Wang, Youliang Ni

“…Eight preprocessing methods, including baseline correction (BC), moving average (MA), Savitzky–Golay derivative (SGD), normalization, standard normal variate transformation (SNV), multiplicative scatter correction (MSC), first derivative (DS), and Savitzky–Golay smoothing (SGS), were applied to the raw spectral data to eliminate irrelevant information. Feature wavelengths were selected using the successive projections algorithm (SPA) and the competitive adaptive reweighted sampling (CARS) algorithm to reduce spectral redundancy and enhance model detection performance, retaining eight and ten feature wavelengths, respectively. …”
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Comparative study of evolution of structured flows at boundary of the regime change “diffusion — concentration convection” in isothermal multicomponent mixing in gases by technique... by В.Н. Косов, С.А. Красиков, С.М. Белов, O.В. Федоренко, М. Жанели

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Types of dynamics of the state of meliorated agrolandscapes by D. A. Ivanov

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Analysis of factors influencing the efficacy of NAC and prognosis between HER2-zero and HER2-low HR negative breast cancer by Jing-Jing Liu, Jing-Jing Liu, Jing-Jing Liu, Jing-Jing Liu, Yi Zhang, Yi Zhang, Yi Zhang, Yi Zhang, Shi-Chao Zhang, Shi-Chao Zhang, Shi-Chao Zhang, Shi-Chao Zhang, Xu Liu, Xu Liu, Xu Liu, Xu Liu, Shu-Nan Wang, Shu-Nan Wang, Shu-Nan Wang, Shu-Nan Wang, Xin-Yu Liu, Xin-Yu Liu, Xin-Yu Liu, Xin-Yu Liu, Jin Zhang, Jin Zhang, Jin Zhang, Jin Zhang

“…In terms of prognosis, HER2-gain was better compared to the other two groups.Conclusion: In this study, we found that HER2-low HR-negative BC showed different clinicopathological features and response to NAC compared with HER2-zero, as well as HER2-evolution before and after NAC had a significant impact on prognosis.…”
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DIRECTIONS AND PROSPECTS OF TRANSFORMATION IN CULTURAL LANDSCAPES OF POLAND - CONSIDERATIONS AND ATTEMPTS OF EVALUATION by URSZULA MYGA-PIATEK

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Autonomous computing and network convergence:architecture, technologies, and prospects by Xiaomao ZHOU, Qingmin JIA, Yujiao HU, Kai GUO, Qianpiao MA, Hui LIU, Renchao XIE

“…In view of the new service scenarios and the demand for high intelligence network in computing and network convergence (CNC), the concept of autonomous CNC (Auto-CNC) is elaborated, where intelligence was introduced into all the aspects of CNC, including resource integration, process automation, and system intelligence.The current research directions and remaining challenges of CNC were introduced, and three key features, i.e., intent-driven computing network, the autonomous system operation and the adaptive co-evolution of communication, computing intelligence, were summarized from the proposed Auto-CNC.Meanwhile, the reference architecture and key technologies of Auto-CNC were described, which were followed by several preliminary exploration cases.Finally, future research trends and technical advice were discussed and recommended.…”
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INTERPRETATIONS OF COMPLICATED FOLDED STRUCTURES AT THE LOWER PARTS OF ANTARCTIC AND GREENLAND ICE SHEETS by Alexey N. Markov, Pavel G. Тalalay, Dorthe Dahl-Jensen

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Leucogranite Records Multiple Collisional Orogenies by Li Liu, Di‐Cheng Zhu, Qing Wang, Peter A. Cawood, Daniel F. Stockli, Lisa D. Stockli, Chao Lin, Jin‐Jiang Zhang, Liang‐Liang Zhang, Zhi‐Dan Zhao

“…Abstract The geological evolution of orogens is the sum of events related to both their cycle of generation as well as features inherited from their basement units. …”
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Merger Response of Halo Anisotropy Properties by Kuan Wang, Philip Mansfield, Dhayaa Anbajagane, Camille Avestruz

“…We find that the response trajectories of the anisotropy properties significantly deviate from secular evolution. These trajectories have the same qualitative features and timescales across a wide range of merger and host properties. …”
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The application of irreversible genomic states to define and trace ancient cell type homologies by Oleg Simakov, Günter P. Wagner

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Cornified Epithelial Teeth of Jawless Vertebrates Contain Proteins Similar to Keratin-Associated Proteins of Mammalian Skin Appendages by Attila Placido Sachslehner, David A. D. Parry, Leopold Eckhart

“…Although KRTAPs and KRTAP-like proteins are products of independent evolution, their common expression in cornified skin appendages suggests that they fulfill similar functions.…”
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Research on the policy inconsistency, network motifs and low carbon effects for municipal solid waste management by Bo Lv, Tianxu Cui, Daiheng Li, Weiyue Yao

“…This study combines the policy consistency formula, a four-node network motif evolution algorithm, and the Exponential Random Graph Model (ERGM), analyzing MSWM green network motifs with carbon emission data. …”
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