GSA: node failures tolerent spatial window query processing algorithm in wireless sensor networks by LIU Liang, QIN Xiao-lin, DAI Hua, SHEN Jia-jia

“…A node failures tolerent spatial window query processing algorithm called GSA was proposed. The grid size parameter was studied and a grid-based data collection schedule scheme to avoid the message collisions in the process of data collection was proposed. …”
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Integrating pyramid vision transformer and topological data analysis for brain tumor by Dhananjay Joshi, Bhupesh Kumar Singh, Kapil Kumar Nagwanshi, Nitin S. Choubey

“…We present a novel approach combining a Pyramid Vision Transformer (PVT) with an adaptive deformable attention mechanism and Topological Data Analysis (TDA) to address the complexities of BT detection. …”
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Signal equalization and coding techniques in ultra-high-speed short-reach optical interconnect by QIN Hao, YANG Chuanchuan, LAN Tianxiang, QIN Xin, ZHAO Yuping, CHEN Zhangyuan

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MODELING AND MATHEMATICAL PROCESSING OF GEODETIC LEVELING NETWORK WHILE MONITORING SETTLEMENT OF UNIQUE ENGINEERING STRUCTURES by D. V. Usov

“…The paper shows that reliability and trust of geodetic structure monitoring are related with new principles of leveling network construction, their testing and mathematical processing. Two indices, point density and errors in their altitude location, have been considered recently as the main characteristics of geodetic construction quality used for geodetic monitoring of  engineering object settlements.As it is an evitable distortion of the measuring data in the process of its accumulation and processing due to influence of additional factors (rough and systematic measurement errors, original data errors and so on), nowadays while evaluating the quality of geodetic constructions one more important characteristic is to be taken into account that is reliability of the geodetic construction.The majority of standard geodetic construction schemes do not have a sufficient reliability rate for definitive determination of construction settlements in any measuring cycle. …”
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Visual discrimination training increases the speed stimulus processing and leads to an earlier onset of stimulus encoding. by Camila Bustos, Rodrigo Montefusco-Siegmund, Fernando Peña, María de la Luz Aylwin

“…A shifted exponential function fitted to the sensitivity data revealed that training leads to a faster rate of performance change with encoding durations, suggesting increases in the speed of information extraction, as well as an earlier availability of stimulus information for encoding, suggesting an earlier onset of information extraction. …”
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Estimating contact process saturation in sylvatic transmission of Trypanosoma cruzi in the United States. by Christopher Kribs-Zaleta

“…Concentrating on raccoons, opossums, and woodrats as hosts in Texas and the southeastern U.S., and the vectors Triatoma sanguisuga and Triatoma gerstaeckeri, we use an exhaustive literature review to derive estimates for fundamental parameters, and use simple mathematical models to illustrate a method for estimating infection rates indirectly based on prevalence data. Results are used to draw conclusions about saturation and which population density drives each of the two contact-based infection processes (stercorarian/bloodborne and oral). …”
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Leveraging environmental microbial indicators in wastewater for data-driven disease diagnostics by Gayatri Gogoi, Gayatri Gogoi, Sarangthem Dinamani Singh, Sarangthem Dinamani Singh, Devpratim Koch, Devpratim Koch, Emon Kalyan, Rashmi Rani Boro, Aradhana Devi, Hridoy Jyoti Mahanta, Hridoy Jyoti Mahanta, Pankaj Bharali, Pankaj Bharali

“…Key physicochemical parameters, heavy metals, and minerals were measured, and viral presence was detected using RT-qPCR. After data preprocessing, correlation analyses identified 19 relevant environmental parameters. …”
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Inward Processing Regime Promotion System in Vegetable Oil Industry: A Case Study of Turkey by Sinan Duru, Dilşat Bozdoğan Konuşkan, Oğuz Parlakay

“…The data was obtained from 26 vegetable oil producer and exporter enterprises by using survey method. …”
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Assessment and discussion of quality monitoring data for red blood cell preparations by QING Yun, DAI Huayou, YANG Junhong, XU Qian, WU Siqi, TIAN Yunbo, HUANG Xia

“…The washing process resulted in a hemoglobin content loss of <3% and had no significant impact on the hemolysis rate at the end of storage (P>0.05). …”
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Child mortality estimation: a comparison of UN IGME and IHME estimates of levels and trends in under-five mortality rates and deaths. by Leontine Alkema, Danzhen You

“…A decomposition of the differences showed that differences in estimates due to using different data (inclusion of data series and pre-processing of data) are on average larger than the differences due to using different trend fitting methods.…”
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A novel isolator-based system promotes viability of human embryos during laboratory processing. by Louise Hyslop, Nilendran Prathalingam, Lynne Nowak, Jeanette Fenwick, Steve Harbottle, Samantha Byerley, John Rhodes, Bruce Watson, Robin Henderson, Alison Murdoch, Mary Herbert

“…To reduce the risk of cellular stress, we have developed a totally enclosed system of interlinked isolator-based workstations designed to maintain oocytes and embryos in a physiological environment throughout the IVF process. Comparison of clinical and laboratory data before and after the introduction of the new system revealed that significantly more embryos developed to the blastocyst stage in the enclosed isolator-based system compared with conventional open-fronted laminar flow hoods. …”
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A Comprehensive Software and Database Management System for Glomerular Filtration Rate Estimation by Radionuclide Plasma Sampling and Serum Creatinine Methods by Ashish Jha

“…This software is also a good system for storing the raw and processed data for future analysis.…”
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Data-Driven Approaches for Efficient Vehicle Driving Analysis: A Survey by Iryna I. Husyeva, Ismael Navas-Delgado, José García-Nieto

“…These tasks require a large amount of data, often obtained from heterogeneous sources, which, when publicly available, are complex for consolidation, transmission, and processing, not to mention the complexity of the data model itself. …”
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Three‒Dimensional Numerical Simulation of the Breaching Process of Landslide Dams with Heterogeneous Structures by HU Xianrui, PENG Ming, FU Xiaoli, YANG Ge, ZHU Yan, SHI Zhenming, ZHANG Gongding

“…Key breach parameters, including incision rate, breach geometry, and outflow hydrographs, were compared to experimental data to verify the model's reliability and accuracy.ResultsFor homogeneous dams, breach behavior varied significantly with the material grain size. …”
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Generating temperature cycle profiles of different solar photovoltaic module technologies from in-situ conditions for accurate prediction of thermomechanical degradation by Bebeto Nii Sampa Sampah, Frank K. A. Nyarko, Benjamin Atribawuni Asaaga, Jefferson Aggor

“…The IEC61215 TC200 is a rigorous approval thermal cycling test process that assesses the reliability of solar photovoltaic modules and offers a 25-year lifetime guarantee. …”
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MODERN MOVEMENTS OF THE CRUST SURFACE IN GORNY ALTAI FROM GPS DATA by V. Yu. Timofeev, D. G. Ardyukov, A. V. Timofeev, E. V. Boiko

“…The fault depth is estimated using the elastic model and the experimental data (change in displacement from 0.30 m to 0.02 m at the distances of 14 km and 84 km from the fault, respectively); it amounts to 8–10 km.The co-seismic deformation field is investigated.In the post-seismic stage (2004–2017), displacements revealedin the epicentral zone show the right-lateral strike-slip along the fault at the rate of 2 mm/yr. …”
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Gag-Pol processing during HIV-1 virion maturation: a systems biology approach. by Balázs Könnyű, S Kashif Sadiq, Tamás Turányi, Rita Hírmondó, Barbara Müller, Hans-Georg Kräusslich, Peter V Coveney, Viktor Müller

“…Using the modelling framework, we predict interactions and compensatory potential between individual cleavage rates and drugs, characterize the time course of the process, explain the steep dose response curves associated with PR inhibitors and gain new insights into drug action. …”
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EVALUATION OF DATA COLLECTION TREE ROUTING PROTOCOLS FOR WIRELESS SENSOR NETWORKS by Do Huy Khoi

“…This study addresses efficiency issues such as energy savings and the maintenance of high data packet delivery rates under mobile network node conditions. …”
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Vessel Trajectory Data Compression Algorithm considering Critical Region Identification by Xinliang Zhang, Shibo Zhou

“…The VATDC_CCRI algorithm identifies the critical regions of a vessel’s trajectory by analyzing the distribution of node variation rates. It employs the Douglas–Peucker (DP) algorithm to compress the data in these critical regions, reducing the distortion of the trajectory after compression. …”
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On the Impact of Local Processing for Motor Monitoring Systems in Industrial Environments Using Wireless Sensor Networks by Ruan Delgado Gomes, Marcéu Oliveira Adissi, Abel Cavalcante Lima-Filho, Marco Aurélio Spohn, Francisco Antônio Belo

“…This paper presents a theoretical study on the performance of WSNs for motor monitoring applications in industrial environments, taking into account WSNs' characteristics (i.e., unreliability and communication and processing latency). The results obtained through mathematical models were analyzed together with experimental results, and it was demonstrated that employing intelligent nodes with local processing capabilities is essential for the applications under consideration, because it reduces the amount of data transmitted over the network allowing monitoring even in scenarios with high interference rate, paying off the extra latency resulting from local processing.…”
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