A standards perspective on genomic data reusability and reproducibility by Ishi Keenum, Scott A. Jackson, Emiley Eloe-Fadrosh, Lynn M. Schriml

“…Genomic and metagenomic sequence data provides an unprecedented ability to re-examine findings, offering a transformative potential for advancing research, developing computational tools, enhancing clinical applications, and fostering scientific collaboration. …”
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Data center virtualization and its economic implications for the companies by Cristian STEFAN, Mariana JURIAN, Logica BANICA

“…In recent years, the IT departments around the worldhave moved from data center and infrastructure consolidation to virtualization.Data center virtualization is the process of aligning available resources with the actualneeds of the offered services, moving from physical servers to virtual servers, sharing andprovisioning servers, networks, storage, and applications. …”
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Application of drone brood in rational nutrition and apitherapy by D. V. Mitrofanov, N. V. Budnikova, A. Z. Brandorf

“…The purpose of this review is to summarize the collected data on the use of drone brood in rational nutrition and apitherapy. …”
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Application of machine learning to growth model in fisheries by Semra Benzer, Recep Benzer, Ali Gül

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APPLICABILITY OF A HUMAN LACTOFERRIN IN PEDIATRIC PRACTICE by T. E. Borovik, G. V. Yatsyk, L. S. Namazova-Baranova, N. G. Zvonkova, N. N. Semenova, О. L. Lukoyanova, P. E. Sadchikov, I. L. Gol'dman, E. R. Sadchikova, I. А. Belyaeva, T. V. Bushueva

“…Modern data on efficiency and safety of a recombinant human lactoferrin (hLf) and prospects of its use in pediatric practice are presented in the review of literary data. …”
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Application of neural architecture search in lithology identification by Yuhao Zhang, Hanmin Xiao, Meng Du, Qingjie Liu, Jingwei Tao, Yongcheng Luo, Li Peng, Jianbo Tan

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Application of mitochondrial genomes to species identification and evolution by Bingpeng Xing, Liangyu Lin, Qiong Wu

“…However, challenges such as gene mixing, hybridization, and incomplete lineage sorting can complicate interpretations of mtDNA data. Thus, integrating mitochondrial with nuclear genome data is advocated to provide a comprehensive view of species relationships and evolutionary patterns. …”
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PROPERTIES OF MICELLAR CASEIN AND APPLICATION IN FOOD INDUSTRY by N. A. Dzhangiryan, V. I. Shipulin.

“…In the meat processing industry, functional additives containing milk proteins and casein are actively used, however, there are no data on the introduction of micellar casein into functional mixtures as an individual component.A detailed analysis of the data regarding the physicochemical and technological properties of micellar casein concentrate, such as thermal stability, solubility, waterretaining and gelling abilities, surface-active properties, foaming and influence on the organoleptic properties of products, is given. …”
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Wearable Medical Devices: Application Status and Prospects by Xiaowen Wang, Yingnan Gao, Yueze Yuan, Yaping Wang, Anqin Liu, Sen Jia, Wenguang Yang

“…E-skin integrates multiple sensors and intelligent algorithms to automatically analyze data and provide health advice and early warning. …”
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Big Data in traumatic brain injury; promise and challenges by Denes V Agoston, Dianne Langford

“…Big data analyses require specialized big data analytics applications, machine learning and artificial intelligence platforms to reveal associations, trends, correlations and patterns not otherwise realized by current analytical approaches. …”
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Stair Scheduling for Data Collection in Wireless Sensor Networks by Jinbiao Chen, Yongcai Wang, Yuexuan Wang, Changjian Hu

“…The low-tier nodes that are close to the cluster head generally become bottlenecks in data collection applications. Energy efficient scheduling is important for the low-tier sensors to be longevous while guaranteeing reliable communication. …”
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Goodness-of-Fit Tests for Combined Unilateral and Bilateral Data by Jia Zhou, Chang-Xing Ma

“…Clinical trials involving paired organs often yield a mixture of unilateral and bilateral data, where each subject may contribute either one or two responses. …”
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A Dynamic Processing System for Sensor Data in IoT by Minbo Li, Yanling Liu, Yuanfeng Cai

“…Similar to data of other open-loop applications, for example, network monitoring data, sensor data are heterogeneous, redundant, real-time, massive, and streaming. …”
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Building Equi-Width Histograms on Homomorphically Encrypted Data by Dragoș Lazea, Anca Hangan, Tudor Cioara

“…However, traditional histogram-based methods require access to raw data, raising privacy concerns, particularly in sensitive IoT applications. …”
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Surprisal-based algorithm for detecting anomalies in categorical data by Ossama Cherkaoui, Houda Anoun, Abderrahim Maizate

“…Second, the proposed method considers complex correlations in the data beyond the pairwise interactions of features. …”
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Optimizing balanced accuracy in medical data threshold models by Benjamin F. Dribus, Jamie Hill, Neil Goldsmith, Daniel Martingano

“…Abstract We present a new approach to the problem of balancing data classes to optimize balanced accuracy in categorical models for which the classes are defined by applying a threshold to a real-valued dependent variable in the dataset. …”
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Data‐Driven Materials Research and Development for Functional Coatings by Kai Xu, Xuelian Xiao, Linjing Wang, Ming Lou, Fangming Wang, Changheng Li, Hui Ren, Xue Wang, Keke Chang

“…In this paper, recent advances in data‐driven materials research and development (R&D) for functional coatings, highlighting the importance, data sources, working processes, and applications of this paradigm are summarized. …”
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Application of uniform asymptotics to the fifth Painlevé transcendant by Youmin Lu, Zhoude Shao

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Framework for Addressing Imbalanced Data in Aviation with Federated Learning by Igor Kabashkin

“…The aviation industry generates vast amounts of data across multiple stakeholders, but critical faults and anomalies occur rarely, creating inherently imbalanced datasets that complicate machine learning applications. …”
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Vertical-horizontal permeability correlations using coring data by Shedid A. Shedid

“…Keywords: Vertical permeability, Anisotropic reservoir, Core data, Sandstones…”
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