Advancing state of health estimation for electric vehicles: Transformer-based approach leveraging real-world data by Kosaku Nakano, Sophia Vögler, Kenji Tanaka

“…This study introduces SOH-TEC, a transformer encoder-based model that processes raw time-series battery and vehicle-related data from a single EV trip to estimate the SOH. Unlike conventional methods that rely on lab-experimented battery cycle data, SOH-TEC utilizes real-world EV operation data, enhancing practical application. …”
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The Design and Optimization of Additively Manufactured Windings Utilizing Data Driven Algorithms for Minimal Loss in Electric Machines by John McKay, Jill Miscandlon, Tatyana Konkova

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A Data Imputation Strategy to Enhance Online Game Churn Prediction, Considering Non-Login Periods by JaeHong Lee, Pavinee Rerkjirattikal, SangGyu Nam

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The outcomes of functioning of the Unified System of Individual Dose Control of the Russian Federation citizens based on the 2019 data by A. N. Barkovsky, Ruslan R. Akhmatdinov, Rustam R. Akhmatdinov, A. M. Biblin, A. A. Bratilova, V. E. Zhuravleva, T. A. Kormanovskaya, S. I. Kuvshinnikov, A. G. Sivenkov, O. E. Tutelyan, A. G. Tsovyanov

“…The article presents results of the analysis of information on the doses of technogenic exposure of personnel and the population due to the normal operation of radiation facilities, exposure of the population due to natural sources and technogenically altered radiation environment, and medical exposure of patients. …”
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Measurement Error Estimation Method of Field Service Electricity Energy Meters under the Condition of Big Data by DAI Yan-jie, DONG Xian-guang, LIU Ya-qi, LIANG Ya-jie, LIU Xiao, QI Jia, SUN Yong-quan

“…In order to better explore the measurement performance of field service electricity energy meters under multi-dimensional influence conditions, and infer measurement error under standard laboratory conditions, a measurement error estimation method of field service electricity energy meters is proposed based on big data analysis technology, which realizes on-line measurement error estimation by combining environmental data and electric factor data of field operation. …”
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Multi-label text classification via secondary use of large clinical real-world data sets by Sai Pavan Kumar Veeranki, Akhila Abdulnazar, Diether Kramer, Markus Kreuzthaler, David Benjamin Lumenta

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Distinct Element Numerical Modelling and In Situ CSIRO HI Cell Data for Rock Slope Stability Assessment by Vivien De Lucia, Andrea Ermini, Stefano Guido, Daria Marchetti, Domenico Gullì, Riccardo Salvini

“…The 3D numerical model was calibrated using in situ measurements from CSIRO HI data and was employed to simulate future excavations. …”
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Machine Learning-Based Harvest Date Detection and Prediction Using SAR Data for the Vojvodina Region (Serbia) by Gordan Mimić, Amit Kumar Mishra, Miljana Marković, Branislav Živaljević, Dejan Pavlović, Oskar Marko

“…Data from the Sentinel-1 satellite were used in the study. …”
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Assessing the Fidelity and Utility of Water Systems Data Using Generative Adversarial Networks: A Technical Review by Md Nazmul Kabir Sikder, Yingjie Wang, Feras A. Batarseh

“…This limited access is further exacerbated by the reluctance of WDSs operators to share data. Driven by the absence of standard mandates, resource constraints, privacy and security concerns, and legal challenges, access to big data has been a challenge in the water scientific community. …”
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A new machine learning approach based on spatial fuzzy data correlation for recognizing sports activities by Xu Pengru, Zhou Junhui, Kausar Nasreen, Lin Chunlei, Lu Qianqian, Ghaderpour Ebrahim, Pamucar Dragan, Zadeh Ardashir M.

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A GIS-Based Framework to Analyze the Behavior of Urban Greenery During Heatwaves Using Satellite Data by Barbara Cardone, Ferdinando Di Martino, Cristiano Mauriello, Vittorio Miraglia

“…This work proposes a new unsupervised method to evaluate the behavior of urban green areas in the presence of heatwave scenarios by analyzing three indices extracted from satellite data: the Normalized Difference Vegetation Index (NDVI), the Normalized Difference Moisture Index (NDMI), and Land Surface Temperature (LST). …”
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Electrical modelling of a grid-connected battery energy storage system via EMS and BMS data by Mirko Ledro, Jan Martin Zepter, Morten Paludan, Mattia Marinelli

“…The subject of the investigation is a 300kW/652kWh Nickel-Manganese-Cobalt (NMC) Li-ion BESS composed of ten racks, each equipped with a PCS and ten battery modules. The analysis proves the feasibility of modelling the grid-connected BESS via data from EMS and BMS. …”
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New insights into Earth’s mantle conductivity and water distribution using Macau Science Satellite-1 data by ZhengYong Ren, YiFei Xie, ChaoJian Chen, HongBo Yao, JingTian Tang, Keke Zhang

“…To this aim, we introduce a method for using MSS-1 data to estamate induced magnetic fields related to magnetospheric currents. …”
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Transient Detections and Other Real-Time Data Processing from MASTER-VWF Wide-Field Cameras by Evgeny Gorbovskoy, Kirill Ivanov, Vladimir Lipunov, Victor Kornilov, Alexander Belinski, Nikolaj Shatskij, Dmitry Kuvshinov, Nataly Tyurina, Pavel Balanutsa, Vadim Chazov, Artem Kuznetsov, Petr Kortunov, Andrey Tlatov, Alexander Parkhomenko, Vadim Krushinsky, Ivan Zalozhnyh, Alexander Popov, Taisia Kopytova, Sergey Yazev, Alexander Krylov

“…This paper describes prompt GRB observations made with MASTER-VWF wide-field cameras and the methods of image analysis and classification of transients used for real-time data processing. …”
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Model Klasifikasi Dengan Logistic Regression Dan Recursive Feature Elimination Pada Data Tidak Seimbang by Sutarman, Rimbun Siringoringo, Dedy Arisandi, Edi Kurniawan, Erna Budhiarti Nababan

“…Through the Receiver Operating Characteristics (ROC) analysis, the LR+RFE+SMOTE model achieved an area under the curve of 93%. …”
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Augmenting insights into heat transfer performance of direct-contact evaporator: An interpretable data-driven hybrid strategy by Yinzhen Tan, Bo Yu, Jianxin Pan, Wuliang Yin, Min Wang, Hua Wang, Kai Yang, Qingtai Xiao

“…Overall, this study presents an in-depth analysis of complex heat transfer datasets to provide valuable insights into evaporator design to ensure efficient and consistent performance in real-world operation. …”
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Predictors of neonatal mortality: development and validation of prognostic models using prospective data from rural Bangladesh by Hasmot Ali, Alain B Labrique, Farhad A Khan, Luke C Mullany, Lee F-S Wu, Saijuddin Shaikh, Kelsey Alland, Keith P West Jr

“…Objective To assess the extent to which maternal histories of newborn danger signs independently or combined with birth weight and/or gestational age (GA) can capture and/or predict postsecond day (age>48 hours) neonatal death.Methods Data from a cluster-randomised trial conducted in rural Bangladesh were split into development and validation sets. …”
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A Deep Learning-Based Echo Extrapolation Method by Fusing Radar Mosaic and RMAPS-NOW Data by Shanhao Wang, Zhiqun Hu, Fuzeng Wang, Ruiting Liu, Lirong Wang, Jiexin Chen

“…Furthermore, as the extrapolation time increases, the smoothing effect inherent to convolution operations leads to increasingly blurred predictions. …”
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TOOLS OF STATISTICAL ANALYSIS IN BREWING by Fedoseyeva U.S., Pomozova V.A.

“…It is shown that fermentation is a statistically operated process, no special causes being found. The offered analysis algorithm and improvements of beer production process is simple in use and makes it possible to study and improve the process.…”
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Statistical Analysis of Industrial Processes by T. I. Chepeleva, A. N. Chepelev

“…Statistical multidimensional analysis of complex production data allows to analyze the work of individual units, production blocks. …”
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