A Hybrid Method for Short-Term Host Utilization Prediction in Cloud Computing by Jing Chen, Yinglong Wang

“…In this paper, we propose a hybrid method, EEMD-RT-ARIMA, for short-term host utilization prediction based on ensemble empirical mode decomposition (EEMD), runs test (RT), and autoregressive integrated moving average (ARIMA). First, the EEMD method is used to decompose the nonstationary host utilization sequence into relatively stable intrinsic mode function (IMF) components and a residual component to improve prediction accuracy. …”
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Experimental Study on Gas–Water Relative Permeability Characteristics of Tight Sandstone Reservoir in Ordos Basin by Xiaoxia Ren, Aifen Li, Asadullah Memon

“…With the decrease in the core permeability, relative permeability curve, and isotonic point moved to the right, irreducible water saturation gradually increased, and residual gas saturation decreased, indicating that the smaller permeability induced a lower gas-phase flow capacity.…”
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Flood exposure of environmental assets by G. Bertoli, C. Arrighi, E. Caporali

“…Further research should aim at consolidating the asset typologies to be included in environmental exposure analysis and their social and ecological value, moving towards a coherent understanding of environmental flood impacts.…”
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Robust Prediction of Healthcare Inflation Rate With Statistical and AI Methods in Iran by Mohammad Javad Shaibani, Ali Akbar Fazaeli

“…Using monthly time series data of HCIR in Iran, we developed various forecasting techniques based on classical smoothing methods, decomposition ETS (error, trend, and seasonality) approaches, autoregressive (AR) integrated moving average (ARIMA), seasonal ARIMA (SARIMA), and a multilayer nonlinear AR artificial neural network (NARANN) with several training algorithms including Bayesian regularization (BR), Levenberg–Marquardt (LM), scaled conjugate gradient (SCG), Broyden–Fletcher–Goldfarb–Shanno (BFGS) quasi-Newton, conjugate gradient with Powell–Beale restarts (CGB), conjugate gradient with Fletcher–Reeves updates (CGF), and resilient propagation (RPROP) algorithms. …”
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Change in traffic volumes in construction work zones by Roman Rohalskyy, Romana Bura

“…The authors have forecasted the volumes of traffic flow that will be moving. After the start of the repair work, the actual traffic volume was determined by field surveys. …”
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Design of Arduino Computer Numerical Control Machine. by Mujurizi Frank

“…With a smaller machine size; space is saved, the energy required to operate the machine is reduced as well, and it requires less material and components to make the machine, hence bringing down the cost greatly. The weight of moving component also comes down so that during operation, the vibration and noise are reduced. …”
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Visual Environment Factors Influencing Staying Behaviors During Cycling on Countryside Greenways by Ting WEN, Yun ZHANG, Ming DU

“…ObjectiveCountryside greenways represent an organic extension of urban green slow-moving traffic systems into suburban areas, addressing urban residents' demands for closer contact with nature and fostering the development of an integrated urban-rural belt. …”
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Anisotropic hydrogel microelectrodes for intraspinal neural recordings in vivo by Sizhe Huang, Ruobai Xiao, Shaoting Lin, Zuer Wu, Chen Lin, Geunho Jang, Eunji Hong, Shovit Gupta, Fake Lu, Bo Chen, Xinyue Liu, Atharva Sahasrabudhe, Zicong Zhang, Zhigang He, Alfred J. Crosby, Kaushal Sumaria, Tingyi Liu, Qianbin Wang, Siyuan Rao

“…We fabricate fiber-shaped hydrogels into bioelectronic devices and implant them into wild-type and transgenic Thy1::ChR2-EYFP mice to record electromyographic signals from muscles in anesthetized and freely moving conditions. These hydrogel fibers effectively enable the simultaneous recording of electrical signals from ventral spinal cord neurons and the tibialis anterior muscles during optogenetic stimulation. …”
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Quantifying the human wellbeing of the national wetland park: gross ecosystem product accounting of Shandong Mata Lake National Wetland Park by Jian Liu, Meng Xu, Ailing Wang, Tianxu Sun, Chuntao Zhang, Xue Chen, Peng Zhang

“…Regulating ecosystem products constitute the core component of GEP, facilitating the sustainable development of wetland conservation and restoration, as well as eco-cultural tourism. Moving forward, efforts in wetland protection, restoration and maintenance should be sustained, and the platforms for promotion, education and scientific research should be proactively established. …”
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Path Planning for Autonomous Vehicle Based on a Two-Layered Planning Model in Complex Environment by Jiajia Chen, Rui Zhang, Wei Han, Wuhua Jiang, Jinfang Hu, Xiaoshan Lu, Xingtao Liu, Pan Zhao

“…Based on the result of VFH, the aim point chosen from improved Bi-RRT path is moved to the most suitable location on the basis of evaluation function. …”
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Harnessing distributed GPU computing for generalizable graph convolutional networks in power grid reliability assessments by Somayajulu L.N. Dhulipala, Nicholas Casaprima, Audrey Olivier, Bjorn C. Vaagensmith, Timothy R. McJunkin, Ryan C. Hruska

“…We found that a GCN model with auto-regressive moving average (ARMA) layers with a line graph representation of the grid offered the best predictive performance in predicting voltage magnitudes (VM) and voltage angles (VA). …”
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Consistent individual positions within roosts in Spix’s disc-winged bats by Giacomini, Giada, Chaves-Ramírez, Silvia, Hernández-Pinsón, H. Andrés, Barrantes, José Pablo, Chaverri, Gloriana

“…Individuals within both moving and stationary groups arrange themselves in a predictable manner; for example, some individuals are consistently found at the front of the group or in the periphery and others in the center. …”
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North America’s Potential for an Environmentally Sustainable Nickel, Manganese, and Cobalt Battery Value Chain by Gary Vegh, Anil Kumar Madikere Raghunatha Reddy, Xia Li, Sixu Deng, Tongchao Liu, Khalil Amine, Karim Zaghib

“…As the critical mineral supply moves from Asia to North America, environmentally friendly industrial methods must be studied to provide this supply chain direction.…”
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Deep cascaded registration and weakly-supervised segmentation of fetal brain MRI by Valentin Comte, Mireia Alenya, Andrea Urru, Judith Recober, Ayako Nakaki, Francesca Crovetto, Oscar Camara, Eduard Gratacós, Elisenda Eixarch, Fatima Crispi, Gemma Piella, Mario Ceresa, Miguel A. González Ballester

“…These networks predict a series of incremental deformation fields that transform the moving image at various spatial frequency levels, ensuring accurate alignment with the fixed image. …”
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Changes in Body Compositions and Basal Metabolic Rates during Treatment of Graves’ Disease by Min Joo Kim, Sun Wook Cho, Sumin Choi, Dal Lae Ju, Do Joon Park, Young Joo Park

“…However, long-term compositional changes moved in a beneficial direction increasing lean mass and reinforcing muscle strength, following decreasing fat percentages.…”
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Evaluation and mechanism investigations of titanium-fire inclusiveness in aeroengine compressor by MI Guangbao, SUN Ruochen, QIU Yuehai, DONG Fuli

“…Under the action of heat transfer， the kinetic energy of the atoms in the base of the titanium alloy cartridge increases rapidly， forming a penetrating liquid phase， and finally causing burn-through， that is， titanium non-inclusiveness failure. When the droplet moves horizontally in the process of extended combustion， it will be affected by some mechanism such as reverse airflow， which will weaken the expansion effect. …”
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Unraveling the response of the apparent temperature sensitivity of ecosystem respiration to rising temperature by Zhentao Liu, Junguo Liu, Deliang Chen

“…In this study, ${Q_{10}}$ was quantified using a temporal moving window and a linear-mixed effect model to account for the effects of non-temperature factors on RECO. …”
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Spatial Ecology and Movement of Ornate Box Turtles in the Escalating Drought Conditions of the Great Plains Ecoregion by Rachel E. Weaver, Thanchira Suriyamongkol, Sierra N. Shoemaker, Joshua T. Gonzalez, Ivana Mali

“…While some turtles initially moved out of the burned area and returned within a month, others remained inactive within a small portion of the burned area. …”
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Snapshot Imaging of Stokes Vector Polarization Speckle in Turbid Optical Phantoms and <i>In Vivo</i> Tissues by Daniel C. Louie, Carla Kulcsar, Héctor A. Contreras-Sánchez, W. Jeffrey Zabel, Tim K. Lee, Alex Vitkin

“…Aim and approach: This system features a polarization state analyzer with no moving parts. Two pixel-polarizer cameras allow for the instantaneous acquisition of the spatial Stokes vector distribution of polarization speckle patterns. …”
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How do doctors manage physical activity advocacy for patients and their own self-care? A qualitative interview study of general practitioners in Ireland by Andrew O'Regan, Vikram Niranjan, Amanda Clifford, Joe MacDonagh, Ibak Baky, Alison Bourke, Conor Byrne

“…Data was analysed by an interdisciplinary team of researchers using an inductive thematic approach.Setting and participants Participants were GPs (n=21) and were recruited from an education and research network.Findings A single meta-theme was identified—moving towards more physically active lifestyles through the art of medicine—with three related subthemes. …”
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