Bringing culture into the school Summary by Brandy Nothstine

“…This makes it crucial for educators to learn how to have a positive and welcoming multicultural classroom environment. …”
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An Efficient Data Analysis Framework for Online Security Processing by Jun Li, Yanzhao Liu

“…None of them consider the problem that multidimension online temp data analysis in the cloud may appear as continuous and rapid streams, and the scalable analysis rules are continuous online rules generated by deep learning models. To address this problem, in this paper we propose a new LCN-Index data security analysis framework for large scalable rules in the industrial cloud. …”
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Esmolol Use in Dual Axis Defibrillation Resistant Ventricular Fibrillation by Ankit Agrawal, Maria Cardinale, Douglas Frenia, Tarun Dalia, Chirag Shah

“…Here, we describe a case of defibrillation refractory VF responding to intravenous esmolol resulting in a successful return of spontaneous circulation. Learning objective. This case reinforces the growing body of evidence supporting esmolol as a novel treatment approach for refractory VF before the cessation of resuscitative efforts.…”
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Quantum GIS (QGIS): An introduction to a free alternative to more costly GIS platforms by Jeffry M. Flenniken, Steven Stuglik, Basil V. Iannone

“…This publication will benefit those interested in incorporating GIS into their work but who are unable to afford expensive proprietary GIS software packages, as well as anyone interested in learning a new GIS software package. https://edis.ifas.ufl.edu/fr428 …”
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Environmental regulation, market power and low-carbon development of China's coal power industry chain —Based on both strategy and return perspectives by Jiaming Gao, Li Zhang

“…Furthermore, a reinforcement learning model has been developed using the payoff matrix. …”
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Multiobjective Particle Swarm Optimization Based on Ideal Distance by Shihua Wang, Yanmin Liu, Kangge Zou, Nana Li, Yaowei Wu

“…In IDMOPSO, the adaptive grid and ideal distance are used to optimize and improve the selection method of global learning samples and the size control strategy of the external archive, and the fine-tuning parameters are introduced to adjust particle flight in the swarm dynamically. …”
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Gearbox Fault Identification and Classification with Convolutional Neural Networks by ZhiQiang Chen, Chuan Li, René-Vinicio Sanchez

“…Based on vibration signals, this paper presents an implementation of deep learning algorithm convolutional neural network (CNN) used for fault identification and classification in gearboxes. …”
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An Algorithm for Discretization of Real Value Attributes Based on Interval Similarity by Li Zou, Deqin Yan, Hamid Reza Karimi, Peng Shi

“…Discretization algorithm for real value attributes is of very important uses in many areas such as intelligence and machine learning. The algorithms related to Chi2 algorithm (includes modified Chi2 algorithm and extended Chi2 algorithm) are famous discretization algorithm exploiting the technique of probability and statistics. …”
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Primary health care strengthening through the lens of healthcare system thinking by Ramprakash Kaswa, Klaus von Pressentin

“…This article focusses on various thinking approaches that primary care providers can employ, namely systems thinking, complexity science thinking and learning health systems thinking. We appreciate that individual styles and preferences, organisational culture and systemic realities influence multiple modes of thinking and decision-making. …”
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Global urban activity changes from COVID-19 physical distancing restrictions by Srija Chakraborty, Eleanor C. Stokes, Olivia Alexander

“…Here we use satellite-derived nighttime lights to quantify and map daily changes in human activity that are atypical for each urban area globally for two years after the onset of the pandemic using machine learning anomaly detectors. Metrics characterizing changes in lights from pre-COVID baseline in human settlements and quality assurance measures are reported. …”
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Handover Analysis Of 4G LTE (Long Term Evolution) At A Frequency Of 2400 Mhz by Al Habib Maulana Akhyar, Afrizal Yuhanef, Dikky Chandra, Yulindon

“…Information technology has now become a primary need for many individuals, facilitating access to various needs, including work, learning, and other activities. Mobile phones allow users to stay connected to the internet without interruption, even when traveling out of town, thanks to their ability to switch between cells or through a process known as handover. …”
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A dataset of Uniswap daily transaction indices by network by Nir Chemaya, Lin William Cong, Emma Jorgensen, Dingyue Liu, Luyao Zhang

“…Additionally, we developed an open-source Python framework for calculating decentralization indices, making this dataset highly useful for advanced machine learning research. Our work provides valuable resources for data scientists and contributes to the growth of the intelligent Web3 ecosystem.…”
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Adaptive Contrast Enhancement for Digital Radiographic Images using Image-to-Image Translation by Popp Ann-Kathrin, Schumacher Mona, Himstedt Marian

“…The contrast enhancement of an image can be considered as a style transfer or an image-to-image translation which is an important field in deep learning. Based on common methods like the pix2pix network that only translate from one domain into one other, we propose a method (cc-pix2pix) for translating into multiple domains in one training. …”
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Hardness of (Semiuniform) MLWE with Short Distributions Using the Rényi Divergence by Wenjuan Jia, Baocang Wang

“…The module learning with errors (MLWE) problem has attracted considerable attention for its tradeoff between security and efficiency. …”
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Deep soil contributions to global nitrogen budgets by Maya Almaraz, Chao Wang, Michelle Y. Wong

“…Using a random forest machine learning approach we estimate a total deep soil nitrate pool of 15.2 ( ± 1.1 SD) Pg of N. …”
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The Journal “Higher Education in Russia”: 30 Years of Research and Reflection by L. S. Grebnev, N. S. Kirabaev, V. S. Sheinbaum, G. E. Zborovsky, M. A. Lukashenko

“…In different periods, the researchers discussed competence-based approach, Bologna process, online education, quality of higher education, educational policy, educational management, assessment of learning outcomes, training of highly skilled researchers and teaching personnel, digitalization of education and many others. …”
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Frequency Diverse Array Target Localization Based on IPSO-BP by Qinghua Liu, Kai Ding, Bingsen Wu, Quanmin Xie

“…This paper introduces a good learning and predictive method of target localization by using BP neural network on FDA, and FDA-IPSO-BP neural network algorithm is formed. …”
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The Application of New Educational Concepts in Digital Educational Media by Chun Yang

“…The process is as follows: based on the collected education data, mining the specific factors that will affect the application ability of teachers’ digital education resources and building a multiple machine learning regression model using these objective and significant features to predict the score of teachers’ digital education resources application ability. …”
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Electricity Load Forecasting Using Support Vector Regression with Memetic Algorithms by Zhongyi Hu, Yukun Bao, Tao Xiong

“…In the proposed FA-MA algorithm, the FA algorithm is applied to explore the solution space, and the pattern search is used to conduct individual learning and thus enhance the exploitation of FA. Experimental results confirm that the proposed FA-MA based SVR model can not only yield more accurate forecasting results than the other four evolutionary algorithms based SVR models and three well-known forecasting models but also outperform the hybrid algorithms in the related existing literature.…”
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Development of a New Curriculum in a Positive Youth Development Program: The Project P.A.T.H.S. in Hong Kong by Daniel T. L. Shek, Hing Keung Ma, Rachel C. F. Sun

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