High-Resolution Single-Pixel Imaging of Spatially Sparse Objects: Real-Time Imaging in the Near-Infrared and Visible Wavelength Ranges Enhanced with Iterative Processing or Deep Le... by Rafał Stojek, Anna Pastuszczak, Piotr Wróbel, Magdalena Cwojdzińska, Kacper Sobczak, Rafał Kotyński

“…This allows the proposed SPI method to support high-resolution dynamic SPI in a variety of applications, using a standard SPI architecture with a DMD modulator operating at its native resolution and bandwidth, and enabling the real-time processing of the measured data with no additional delay on a standard desktop PC.…”
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A Novel Framework for Financial Cybersecurity and Fraud Detection Using XAI-RNN-SGRU by Smarajit Ghosh

“…This model enhances financial data prediction and cybersecurity through advanced preprocessing for handling missing values and data imbalance, and it also normalizes numerical features and encodes categorical variables. …”
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Unstable metaphors, uncertain minds: how metaphors shape judgments and opinions by Martina Montalti, Martina Montalti, Stefana Garello, Valentina Cuccio

“…After reading the sentences, participants were asked to respond to six topical questions regarding current and future economic and life perspectives.ResultsData shows that across all six topical questions, reading stable metaphors led to more positive judgments compared to unstable sentences (both metaphors and literal ones). …”
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Neurotechnology in Gaming: A Systematic Review of Visual Evoked Potential-Based Brain-Computer Interfaces by Aigerim Keutayeva, China Jesse Nwachukwu, Muslim Alaran, Zhenis Otarbay, Berdakh Abibullaev

“…However, challenges remain, including technical limitations, complex data interpretation, user adaptability, and ergonomic issues. …”
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Proposals for Next-Generation Eco-Friendly Non-Flammable Refrigerants for a −100 °C Semiconductor Etching Chiller Based on 4E (Energy, Exergy, Environmental, and Exergoeconomic) An... by Hye-In Jung, Chang-Hyo Son, Joon-Hyuk Lee

“…Recent advancements in cryogenic etching, characterized by high aspect ratios and etching rates, address the growing demand for enhanced performance and reduced power consumption in electronics. …”
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Exploration of physics-related latent vectors in hot working of Inconel 718 superalloy using autoencoder by Min Jik Kim, Seon Yeong Yang, Woo Seok Yang, Sehyeok Oh, Sang Min Park, Da Seul Shin

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Novel methods to study sea ice deformation, linear kinematic features and coherent dynamic clusters from imaging remote sensing data by P. Itkin, P. Itkin

“…<p>Satellite synthetic aperture radar (SAR) data are commonly utilized for calculating sea ice displacements and, consequently, sea ice deformation strain rates. …”
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Handling imbalanced samples in landslide susceptibility evaluation by You TIAN, Bo GAO, Hong YIN, Yuanling LI, Jiajia ZHANG, Long CHEN, Hongliang LI

“…The results show that the modeling effect of landslide susceptibility obtained by data processing into equilibrium data (downsampling/oversampling) is greatly improved compared with that obtained without processing data. …”
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Application of “high-fidelity and high-resolution” processing technology in thin reservoir identification: A case study of the deep Permian Maokou Formation in Penglai area, centra... by PENG Haotian, HE Qinglin, CHEN Kang, ZENG Ming, HE Zongqiang, TU Zhihui, KONG Lingxia, QU Bozhang

“…Therefore, the results demonstrate that the studied “high-fidelity and high-resolution” processing technology is beneficial for deep reservoir prediction by improving seismic data resolution, amplitude preservation, heterogeneity analysis, and weak signal recovery.Key Technical Descriptions1. …”
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Disagreement on estimating cause of death under tuberculosis treatment between the national tuberculosis registry and statistics data in South Korea, 2011–2020 by Chiwook Chung, Seung Won Lee, Dawoon Jeong, Hongjo Choi, Hojoon Sohn, Doosoo Jeon, Young Ae Kang

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Development of the index of idiopathic lobular panniculitis activity on the basis of the clinical and laboratory characteristics of a series of clinical observations (the authors'... by O. N. Egorova, B. S. Belov, S. I. Glukhova, S. G. Radenska-Lopovok

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Expert identification blitz: A rapid high value approach for assessing and improving iNaturalist identification accuracy and data precision and confidence by Thomas Mesaglio, Kelly A. Shepherd, Juliet A. Wege, Russell L. Barrett, Hervé Sauquet, Will K. Cornwell

“…It contributes to a growing collection of confidently identified photographs for the Western Australian flora, which serve as valuable resources for citizen scientists learning about their local flora and collecting further data. This process is a vital component of a virtuous cycle, continually improving data in one of the world's biodiversity hotspots. …”
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Proof of concept for multirotor systems with vortex-generating modes for regenerative wind energy: a study based on numerical simulations and experimental data by F. Avila Correia Martins, A. van Zuijlen, A. van Zuijlen, C. Simão Ferreira

“…The wind flow is modeled using steady-state Reynolds-averaged Navier–Stokes (RANS) computations, with the multirotor and ABL-control devices represented by three-dimensional actuator surface models based on momentum theory. Force coefficient data for the actuator surface models, as well as validation data for the numerical computations, were obtained from a scaled model at TU Delft's Open Jet Facility. …”
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A Robust Hybrid CNN–LSTM Model for Predicting Student Academic Performance by Kuburat Oyeranti Adefemi, Murimo Bethel Mutanga

“…We also address common preprocessing challenges such as missing data and data imbalance. …”
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Forecasting Cancer Incidence in Canada by Age, Sex, and Region Until 2026 Using Machine Learning Techniques by Ehsan Kaviani, Kalpdrum Passi

“…It aims to enhance the understanding of cancer epidemiology and inform better prevention, diagnosis, and treatment strategies. Data preprocessing addressed issues like missing values and normalization, ensuring reliability. …”
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Predicting the Influence of Climate Change on the Deterioration of Heritage Building Materials Using Photogrammetric Observations by Luisa Hdz-Gil, Luisa María Gil-Martín, Paz Fernández, Enrique Hernández-Montes

“…The methodology proposed enables the deterioration rate of building materials under specific climate conditions to be estimated by exclusively using photogrammetric data. …”
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Process evaluation of Tuberculosis infection control and prevention practice at public health facilities in Tegede district, Northwest Ethiopia: Facility-based cross-sectional desi... by Endalkachew Mesfin Gebeyehu, Ashagere Mebratu, Asmamaw Atnafu, Asebe Hagos

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Low-cost CMOS BM-TIA Design for PON by ZHAO Wanqing, XIA Yifei, LI Jia, XU Songqin, MA Shuaizhe, YANG Ruixuan, GENG Li, LI Dan

“…The saturated input photocurrent can reach 2.5 mA at different data rates, and the chip achieves a large input dynamic range of 24.7, 28.2 and 32.8 dB for the three data rates. …”
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Trajectory Compression Algorithm via Geospatial Background Knowledge by Yanqi Fang, Xinxin Sun, Yuanqiang Zhang, Jumei Zhou, Hongxiang Feng

“…The maritime traffic status is monitored through the Automatic Identification System (AIS) installed on vessels. AIS data record the trajectory of each ship. However, due to the short sampling interval of AIS data, there is a significant amount of redundant data, which increases storage space and reduces data processing efficiency. …”
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Investigating Smart Parcel Locker System s in the Framework of Planned Behavior Theory: A Study of Electronic Last Mile Delivery Processes on E-Commerce Platforms by Yavuz Toraman

“…The results from the reliability and validity analyses of the study data were found to be within accepted values, and thus the SmartPLS 3 path analysis was conducted. …”
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