A hybrid rule-based NLP and machine learning approach for PII detection and anonymization in financial documents by Kushagra Mishra, Harsh Pagare, Kanhaiya Sharma

“…The study utilizes confusion matrices, ROC curves, and precision-recall curves to evaluate the model which further validates the model’s capabilities and generalization ability. The suggested approach provides a robust and efficient solution for protecting sensitive information in operational financial contexts, markedly enhancing current methods for PII protection.…”
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New fruit waste-derived activated carbons of high adsorption performance towards metal, metalloid, and polymer species in multicomponent systems by Sylwia Kukowska, Piotr Nowicki, Katarzyna Szewczuk-Karpisz

“…It was noted that microwave heating favoured surface development and thus enhanced adsorbent ability to bind ions or macromolecules. Direct biomass activation led to higher microporosity compared to indirect (two-stage) one, whilst CO2-consuming activation increased aromaticity and hydrophobicity of the solids. …”
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MRSNet: Multi-Resolution Scale Feature Fusion-Based Universal Density Counting Network by Yi Zhang, Wei Song, Mingyue Shao, Xiangchun Liu

“…Furthermore, extensive quantitative analyses on six public datasets demonstrate the algorithm’s strong generalization ability in handling diverse object scale variations.…”
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Visible-Light Photodegradation of Dye on Co-Doped Titania Nanotubes Prepared by Hydrothermal Synthesis by Jung-Pin Wang, Hsi-Chi Yang, Chien-Te Hsieh

“…The Co-doped nanotubes exhibit not only liquid-phase adsorption ability, but also visible-light-derived photodegradation of MB in aqueous solution. …”
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A visual-assisted relocalization add-on for autonomous robots by Yao Cheng, Fengyang Jiang, Zhe Han, Huaizhen Wang, Fengyu Zhou

“…The novelty of our method lies in its flexible add-on design, its compatibility with various LiDAR-based SLAM algorithms, and its ability to significantly boost the robustness and adaptability of robotic navigation. …”
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Evaluating the Effectiveness of Resources Allocated to Rural Healthcare Facilities in South Africa by Skhumbuzo GCABASHE, Mohamed SAHEED BAYAT, France Khutso Lavhelani KGOBE

“…Despite the establishment of democracy, public healthcare institutions continue to struggle with inadequate resources, which significantly hampers their ability to deliver quality healthcare services to rural populations. …”
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Dataset on potential biochemical activities of Cylo phe-Ala-Asp-Gly-based compounds as Caspase 1 inhibitorMendeley Data by Faith Eniola Olujinmi, Chijioke John Ajaelu, Sunday Adewale Akintelu, Abel Kolawole Oyebamiji

“…The optimized compounds were docked against human Caspase 1 (6F6R) so as to observe their inhibiting ability. The calculated descriptors for individual compounds were reported and described. …”
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Enhanced Bird Species Image Recognition and Classification using MobileNet and InceptionV3 Transfer learning Architectures by Sakthi Priya G, Vignesh Saravanan K, Dheetchana K

“…The F1-scores revealed MobileNet's performance ranged from 0.40 to 0.91, in contrast to InceptionV3’s lower F1-scores, indicating a more stable but less effective classification ability. These findings underscore the potential of MobileNet as a lightweight, efficient alternative for wildlife image classification tasks, making it particularly suitable for deployment in resource-constrained environments. …”
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Rapid fabrication of Spiral Varying Retarder for Using in Simple Schemes of Generating Radial and Azimuthal Vector Optical Fields by Victoria Shkuratova, Galina Kostyuk, Maksim Sergeev, Elena Vikhrova

“…In this paper, the simple, reliable and efficient fabrication technology of spiral varying retarder (SVR) on Iceland spar for generating radially and azimuthally polarized beams from linearly polarized Gaussian beam for <italic>&#x03BB;</italic> &#x003D; 632.8 nm is shown. …”
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Night construction site detection based on ghost-YOLOX by Han Guijin, Wang Ruixuan, Xu WuYan, Li Jun

“…In order to reduce the number of model parameters and improve the detection speed, the algorithm is based on the Ghost convolution and SimAM self-attention modules build the Sim-Ghost residual module according to the gradient path design strategy, and uses it to reconstruct the backbone and neck networks; In order to improve the detection ability of the network for fuzzy targets and small targets, based on Involution, a Cross Involution Attention (CIA) module is constructed by double cross convolution, and added to the neck network to enable the network to obtain more efficient channel and spatial attention. …”
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Psychometrics of an Elo-based large-scale online learning system by Hanke Vermeiren, Joost Kruis, Maria Bolsinova, Han L.J. van der Maas, Abe D. Hofman

“…The Elo rating system (ERS), an intuitive and computationally efficient algorithm, offers a means to effectively update estimates of item difficulties and learner abilities as they evolve. …”
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Domain Adaptation in Application to Gravitational Lens Finding by Hanna Parul, Sergei Gleyzer, Pranath Reddy, Michael W. Toomey

“…To discover these rare objects, efficient automated detection methods need to be developed. …”
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The Design of Multi⁃Channel Flame Intelligent Monitoring System Based on B/S Architecture by Ming BAN, Pengwei TIAN, Jiangtao CAO

“…The detecting frame rate can reach 15 ms/frame, and the detection rate reaches 100%, which has high stability. An efficient and reliable fire monitoring solution is provided for the chemical industry.…”
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Idiopathic scoliosis and balance by Kovačević Milena, Đelić Marina, Krasnik Rastislava

“…Balance or postural control can be defined as the ability to maintain the body's line of gravity above the base of support and thus to avoid falling. …”
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Motor self-efficacy, Physical Education and Spanish adolescence by Carmen Galán-Arroyo, Elizabeth Flores-Ferro, Franklin Castillo-Retamal, Jorge Rojo-Ramos

“…That is, self-confidence in one's own ability to perform physical tasks can influence adolescents' engagement and performance in PE, thus improving their overall health, as it can affect their level of physical activity and subsequently impact on their health outcomes. …”
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Risk Factors in Start-Ups: An Evaluation by Neilan Soylu, Mustafa Halid Karaarslan

“…However, although high R D potential can be considered as having a risk decreasing effect, it is still their ability to efficiently manage financial resources and to adopt an appropriate marketing strategy to commercialize their products in order to generate cash flows and to attain a stable growth that actually determines their risk levels.…”
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Optimization Modeling of Investment Portfolios Using The Mean-VaR Method with Target Return and ARIMA-GARCH by Arla Aglia Yasmin, Riaman Riaman, Sukono Sukono

“…The results illustrate efficient frontiers for target returns of 5x10^-6, 0.001, and 0.0019, revealing that higher return targets proportionally increase risk. …”
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High-performance energy harvesting and continuous output using nylon-11/BaTiO₃-PVDF triboelectric nanogenerators with strong dielectric properties. by Xiong Dien, Nurulazlina Ramli, Tzer Hwai Gilbert Thio, Cheng Linfeng, Zhang Lin, Yuan Jiang, Yang Zhuanqing

“…Among various emerging energy technologies, triboelectric nanogenerators (TENGs) have garnered significant attention owing to their ability to convert environmental mechanical energy into electrical energy through the triboelectric effect and electrostatic induction. …”
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Development and validation of a short AI literacy test (AILIT-S) for university students by Marie Hornberger, Arne Bewersdorff, Daniel S. Schiff, Claudia Nerdel

“…A short test of AI literacy would instead enable efficient measurement and facilitate better research and understanding. …”
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Visual Place Recognition Based on Dynamic Difference and Dual-Path Feature Enhancement by Guogang Wang, Yizhen Lv, Lijie Zhao, Yunpeng Liu

“…Embedding differential attention mechanisms in the DINOv2 model to mitigate the effects of process interference and adding serial-parallel adapters allows efficient model parameter migration and task adaptation. …”
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