Differential diversity and structure of autotrophs in agricultural soils of Qinghai Province by Lianyu Zhou, Xuelan Ma, Qiaoyu Luo, Feng Qiao, Huichun Xie, Longrui Wang, Wenjuan Sun, Yu Liu, Yun Ma

“…Changes in the diversity, structure, and activity of the soil chemolithoautotrophic bacteria were examined in four agricultural areas, Dulan (DL), Gonghe (GH), Huzhu (HZ), and Datong (DT) counties in Qinghai Province, where wheat, oilseed rape, and barley were planted. …”
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Impact of dairy farming on gut microbiota structure and diversity of practitioners by Zhaojie WANG, Xixiao MA, Xianxia LIU, Yanggui CHEN, Xueying XIANG, Wanting XU, Jiguo JIN, Fan WU, Xiangnan WEI, Jianyong WU, Fuye LI

“…BackgroundAnimal farming may affect the structure and diversity of gut microbiota of farm workers, but it needs more studies to provide solid evidence. …”
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Preservation of cellular structure via immersion fixation in brain banking by Macy Garrood, Emma L. Thorn, Adam Goldstein, Allison Sowa, William Janssen, Alyssa Wilson, Claudia S. López, Raakhee Shankar, Erin S. Stempinski, Kurt Farrell, John F. Crary, Andrew McKenzie

“…However, how structural preservation quality should best be assessed in brain banking is an open question that depends on the intended research applications. …”
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Preservation of cellular structure via immersion fixation in brain banking by Macy Garrood, Emma L. Thorn, Adam Goldstein, Allison Sowa, William Janssen, Alyssa Wilson, Claudia S. López, Raakhee Shankar, Erin S. Stempinski, Kurt Farrell, John F. Crary, Andrew T. McKenzie

“…However, how structural preservation quality should best be assessed in brain banking is an open question that depends on the intended research applications. …”
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Relational Data Model on The University Website with Search Engine Optimization by Muhammad Riza Alifi, Hashri Hayati, Muhammad Galih Wonoseto

“…University’s website development with SEO is inseparable from the data model because SEO supporting factors are parts of the consideration in the components and structure of the data model. …”
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Biomechanically influenced mobile and participatory pedestrian data for bridge monitoring by Ekin Ozer, Maria Q Feng

“…In this article, pedestrians’ smartphone data are used to conduct force estimation and modal identification for structural health monitoring purposes. …”
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NEW DATA ABOUT MACROZOOBENTHOS OF BEYSUGSKY ESTUARY (SEA OF AZOV) by N. I. Bulysheva, M. V. Nabozhenko, V. L. Syomin, I. V. Shokhin, A. K. Zalota

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Validity and network structure of the Nomophobia Questionnaire in Peruvian medical students by Peter Garcia-Portocarrero, Deysi A. Saldaña-Amaya, Brayan Miranda-Chavez, Javier A. Flores-Cohaila, Cesar Copaja-Corzo

“…Methods: An observational cross-sectional study was conducted with 3139 medical students from 38 schools in Peru, using the Spanish-adapted NMP-Q. Data were collected through an online survey, promoted via social media and direct contacts. …”
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Identifying Abnormal Hosts in Data Streams Using Reversible Sketch by Aiping Zhou, Jin Qian

“…Sketches are a type of probability data structure, which are widely used to compress high‐rate data streams and estimate their statistics. …”
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Exploring the predictive value of structural covariance networks for the diagnosis of schizophrenia by Clara S. Vetter, Clara S. Vetter, Clara S. Vetter, Annika Bender, Dominic B. Dwyer, Dominic B. Dwyer, Dominic B. Dwyer, Max Montembeault, Anne Ruef, Katharine Chisholm, Lana Kambeitz-Ilankovic, Linda A. Antonucci, Stephan Ruhrmann, Joseph Kambeitz, Marlene Rosen, Theresa Lichtenstein, Anita Riecher-Rössler, Rachel Upthegrove, Raimo K. R. Salokangas, Jarmo Hietala, Christos Pantelis, Christos Pantelis, Rebekka Lencer, Rebekka Lencer, Eva Meisenzahl, Stephen J. Wood, Stephen J. Wood, Paolo Brambilla, Paolo Brambilla, Stefan Borgwardt, Peter Falkai, Peter Falkai, Alessandro Bertolino, Nikolaos Koutsouleris, Nikolaos Koutsouleris, Nikolaos Koutsouleris, PRONIA Consortium

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3‐D Subsurface Geophysical Modeling of the Charity Shoal Structure: A Probable Late Proterozoic‐Early Paleozoic Simple Impact Structure in Eastern Lake Ontario by Mary H. Armour, Joseph I. Boyce, Phillip Suttak, Doug Hrvoic

“…Abstract The Charity Shoal structure is a circular, ∼1.2‐km‐diameter, bedrock‐rimmed shoal in eastern Lake Ontario with a ∼20‐m‐deep central basin. …”
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The use of sonar data for mapping the muddy bottom of water reservoir by Pastusiak Tadeusz

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Electronic Scientific Data & Literature Aggregation: A Review for Librarians. by Barbara Losoff

“… The advent of large-scale digital repositories, along with the need for sharing useful data world-wide, demands change to the current information structure. …”
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Geomagnetic data real-time forecast based on neural networks by Polozov Yurii

“…Earth magnetosphere has a complex structure and its state is estimated by geomagnetic indexes. …”
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Influence of Nuclear Data of 56Fe on Shielding Calculation Uncertainty by LIU Zhengming, ZU Tiejun, HUANG Yihan, WU Hongchun, CAO Liangzhi

“…The nuclear data library used for shielding calculation is generated based on the evaluated nuclear data file (ENDF). …”

Topological Data Analysis in Natural Language Processing -- A Tutorial by Wlodek Zadrozny

“…Topological Data Analysis (TDA) introduces methods that capture the underlying structure of shapes in data. …”
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Generate medical synthetic data based on generative adversarial network by Xiayu XIANG, Jiahui WANG, Zirui WANG, Shaoming DUAN, Hezhong PAN, Rongfei ZHUANG, Peiyi HAN, Chuanyi LIU

“…Modeling the probability distribution of rows in structured electronic health records and generating realistic synthetic data is a non-trivial task.Tabular data usually contains discrete columns, and traditional encoding approaches may suffer from the curse of feature dimensionality.Poincaré Ball model was utilized to model the hierarchical structure of nominal variables and Gaussian copula-based generative adversarial network was employed to provide synthetic structured electronic health records.The generated training data are experimentally tested to achieve only 2% difference in utility from the original data yet ensure privacy.…”
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CP-ABE based data access control for cloud storage by SUN Guo-zi1, DONG Yu1, LI Yun1

“…To solve the safety issues in cloud storage services for network characteristics and data sharing characteristics,and based on the CP-ABE（cipertext policy-attribute based encryption） algorithm,a cipher text access control mechanism was proposed.According to access control and related architecture,the corresponding secure data structure algorithms were given.After this,the simulations and the performance analysis were given to evaluate our algorithm.Under the premise of untrusted service provider,the proposed mechanism can ensure the data security of the cloud storage system in an open environment,and can reduce right management complexity through property management.…”
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Big data of open source ecosystem for intelligent software development by Yang ZHANG, Tao WANG, Gang YIN, Yue YU, Jingquan HUANG

“…Aimming to the characteristics, the big data structure of open source ecosystem of software engineering was studied, and a self-growing collection and processing framework and a convergence and sharing environment was proposed. …”
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Flexible Dirichlet Mixture Model for Multi-modal data Clustering by Seunghyun Hong, Fatma Najar, Manar Amayri, Nizar Bouguila

“… Clustering datasets with complex structures, such as multi-modal properties and asymmetric distributions, presents significant challenges in data analysis. …”
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