Calibration and Validation of NOAA-21 Ozone Mapping and Profiler Suite (OMPS) Nadir Mapper Sensor Data Record Data by Banghua Yan, Trevor Beck, Junye Chen, Steven Buckner, Xin Jin, Ding Liang, Sirish Uprety, Jingfeng Huang, Lawrence E. Flynn, Likun Wang, Quanhua Liu, Warren D. Porter

“…This study presents calibration and validation analysis results for the NOAA-21 OMPS NM SDR data to meet the JPSS scientific requirements. …”
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Method for recognizing abnormal operation patterns in hydraulic support machine-following and shifting control by MA Zhitao, FU Xiang, LI Haojie, NIU Penghao, JIA Yifan

“…The start and end times were fed into the stroke anomaly recognition algorithm to detect fluctuation patterns. For data with stroke fluctuations, further analysis of pressure variation and shifting action duration was conducted to identify shutdown fluctuation and over-time shifting types. …”
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Optimal Control Problem of Converter Steelmaking Production Process Based on Operation Optimization Method by Jun Zhang

“…Relationship between various operating variables, current temperature, and carbon content is constructed through operation analysis of a great deal of actual production data; then, the dynamic optimal control indicator is derived from historical excellent smelting data; finally, the dynamic operation optimization model is built by taking the minimum deviation between the current data—molten steel temperature and carbon content—and optimal data which are determined by the optimal control indicator as objective function. …”
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Analysis of optimal configuration of energy storage in wind-solar micro-grid based on improved gray wolf optimization by Huang Qian, Huang Dengke, Cai Li, Xu Qingshan

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Optimized Two-Stage Anomaly Detection and Recovery in Smart Grid Data Using Enhanced DeBERTa-v3 Verification System by Xiao Liao, Wei Cui, Min Zhang, Aiwu Zhang, Pan Hu

“…The system maintains real-time capability with a 66.6 ± 7.2 ms inference time, making it suitable for operational deployment. Sensitivity analysis reveals robust performance across anomaly magnitudes (5–100 kWh), with the detection accuracy remaining above 88%.…”
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Special Issue on Contemporary Research Studies in Operations Research, Business Analytics, and Business Intelligence by Viswanath Kumar Ganesan, S. Vinodh, Malolan Sundararaman, M. Vimala Rani, M. Mathirajan

“…By adopting it, businesses can maximize GenAI and BI's potential, enhancing analytics, operations, and fostering a collaborative, data-driven culture. …”
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Assessing the sustainable behavior of agricultural water operators and its correlates in south Khorasan province by Azadeh Bakhshi, Bahman Khosravipour, Mansour Ghanian

“…Material and methods: The present study is practical in terms of its nature and objectives, a descriptive survey in terms of data collection, and a correlation study in terms of analyzing the data. …”
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CORRELATES OF EMPLOYEE SATISFACTION WITH PERFORMANCE APPRAISAL SYSTEM IN FOREIGN MNC BPOs OPERATING IN INDIA by HERALD MONIS, T. N. SREEDHARA

“…The data was collected using quantitative methods from 163 employees constituting 1% of the population under study. …”
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Dynamics of the Political Situation in the V4 Countries against the Background of the Special Military Operation by Lyubov N. Shishelina

“…The situational analysis of 2023 is based on a large database of statistical data, reports from leading analytical centers and articles by experts in the region. …”
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Operating in the margins: Women’s lived experience of training and working in orthopaedic surgery in South Africa by Marí Thiart, Megan O’Connor, Jana Müller, Nuhaa Holland, Jason Bantjies

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Prediction of Remaining Useful Life of Operating Mechanism Driven by Deep Feature in Classification Model by Xilei Dong, Fuping Zhang, Yunyang Ye, Huan Zhang

“…Finally, with the assistance of linear fitting of a few sample data, the prediction of the remaining service life of the operating mechanism can be achieved. …”
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Antimonopoly regulation of the activities of digital companies and the operation of Internet platforms in Russia and in the European Union by V. G. Istomin

“…An important role in this should be assigned to antimonopoly legislation, since the possession of large data sets and the latest information technologies can lead to companies trying to use their resources to violate the rights of other subjects.The aim of the study is to determine the legal essence of the Internet platform and to identify possible features and limits of antimonopoly regulation of the activities of companies that ensure their work, including taking into account the current Russian and foreign legislation and law enforcement practice in this area.Research methods are formal – logical interpretation, systemic method and comparative analysis.The main results, scope of application. …”
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Optimization of Train Operation Plans for Urban Rail Transit Based on Platform Crowding Degree by WANG Yeliu, LIU Yong, LIANG Ye

“…First, a modeling analysis was performed using historical sectional passenger flow and origin-destination (OD) passenger flow data, prioritizing platform overcrowding degree. …”
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Dataset Dependency in CNN-Based Copy-Move Forgery Detection: A Multi-Dataset Comparative Analysis by Potito Valle Dell’Olmo, Oleksandr Kuznetsov, Emanuele Frontoni, Marco Arnesano, Christian Napoli, Cristian Randieri

“…Similarly, we observed that data augmentation was able to improve performance on large datasets but was ineffective on smaller ones. …”
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Innovative Dombi Aggregation Operators in Linguistic Intuitionistic Fuzzy Environments for Optimizing Telecommunication Networks by Dilshad Alghazzawi, Misbah Hayat, Ghaliah Alhamzi, Abdul Wakil Baidar

“…Dynamic AOs, which adjust to time-varying data, further improve flexibility and precision in DM. …”
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A protocol for three observational cohort studies evaluating adverse outcomes, excess costs and repeat procedures after surgery for breast cancer in the USA by Sam E Wing, Yuki Liu, Jonathan C Johnson, Kristin J Moore, Feibi Zheng

“…Materials & methods: A retrospective cohort analysis will be conducted using Optum’s de-identified Market Clarity Data (2007–2023), which integrates medical and pharmacy claims with electronic health records. …”

Perfusion index as an early predictor of hypotension during advanced oncothoracic operations (pilot study) by L. A. Zimina, A. S. Bushuev, R. A. Arutyunyan, V. А. Zhikharev

“…At the next stage, a classification tree for analyzing the data array was used. The entire d data array (n = 100) is randomly divided into training (n = 70) and test samples (n = 30). …”
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Methodology for determining passengers correspondence by public transport from electronic tickets validation operations by A. I. Fadeev, S. Alhusseini

“…Nowadays, technologies based on the collection, integration and analysis of big data (Urban computing, Big data, Internet of things) are used to create effective solutions in many aspects of our lives (including for urban transit).Materials and methods. …”
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Enhancing patient safety: identifying fall risks during patient transfers in operating rooms by Kübra Okuyucu

“…Their ages ranged from 28 to 39 years, with experience years in the operating room ranging from two to ten years. The data were analysed using a thematic analysis approach based on the grounded theory. …”
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DECISION SUPPORT SYSTEM SUCCESS AND OPERATIONS SUSTAINABILITY: MODERATING ROLE OF SUPPLY CHAIN RESILIENCE by Khaled Mohammed Ahmed Alqasa, Veera Pandiyan Kaliani Sundram

“…The research adopted a cross-sectional design and a deductive quantitative approach. Data were analysed using SPSS and SmartPLS-4. The regression analysis revealed that both operational information systems and operational system quality have a positive and significant impact on net benefits, mediated by product quality and decision support satisfaction. …”
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