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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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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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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The Identification of Exposed Beachrocks on South China Sea Islands Based on UAV Images by Chuang Liu, Wei Gao, Junhui Xing, Wei Gong

“…Research on beachrocks aids in protecting island ecosystems and enhances islands’ ability to prevent and mitigate damage from natural disasters. …”
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Reconstruction for Rolling Bearing Vibration Signals Integrating 5G-NR-LDPC Codes and Weighted Compressed Sensing by Chao Wang, Hua Xu, Guangxing Ni, Wenjuan Shi

“…This weighted strategy significantly improves compressed sensing’s ability to capture critical information. During the signal observation stage, we use the parity-check matrix of the 5G-NR-LDPC code for efficient sampling and compression, leading to effective signal compression and hardware implementation. …”
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Optimizing Solar Radiation Prediction with ANN and Explainable AI-Based Feature Selection by Ibrahim Al-Shourbaji, Abdalla Alameen

“…Machine learning (ML) models are increasingly recognized for their ability to provide accurate and efficient solutions to SR prediction challenges. …”
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Automating 3D Building Modeling: A Comparative Study of Data- and Model-Driven Methods by M. Jarząbek-Rychard, S. Rigon, P. Boguslawski, F. Remondino

“…In contrast, model-driven approaches are computationally efficient and robust but constrained by predefined shape libraries, limiting their ability to model specific roof structures. …”
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User Centric Android Application Permission Manager by Belal Amro, Zaid Abu Znaid

“…Most of the proposed systems lack the ability to profile users according to their preferences and do not provide automatic follow up with temporary granted permissions. …”
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Effect of N3-Methyladenine and an Isosteric Stable Analogue on DNA Polymerization by Samuel Settles, Ruo-Wen Wang, Gilberto Fronza, Barry Gold

“…The toxicity of 3-mA has been attributed to its ability to block DNA polymerization. Using Me-lex, a compound that selectively and efficiently reacts with DNA to afford 3-mA, we have observed in yeast a mutational hotspot at the 5′-terminus of an A4 tract. …”
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Detonation Wave Propagation of Double-Layer Shaped Charge and Its Driving Characteristics to the Liner by Youlong Wu, Chuang Chen

“…The double-layer charge can effectively improve the axial driving ability of explosives, which shows a considerable engineering application prospect in highly efficient damage warheads. …”
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Optimized Airborne Millimeter-Wave InSAR for Complex Mountain Terrain Mapping by Futai Xie, Wei Wang, Xiaopeng Sun, Si Xie, Lideng Wei

“…The efficient acquisition and processing of large-scale terrain data has always been a focal point in the field of photogrammetry. …”
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Study on the Development of Marine Biological Functional Products Industry in Shandong Province by ZHANG Donghua, XING Yan, LU Yan

“…In the future, we should take more focus on strengthening the innovation ability of enterprises, giving full play to the demonstration effect of industrial base agglomeration, formulating efficient financing measures, promoting the transformation of scientific achievements, and attracting high-end talents.…”
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Enhancing the thermal conductivity and viscosity of ethylene glycol-based single-walled carbon nanotube (SWCNT) nanofluid: An investigation utilizing equilibrium molecular dynamics... by Shubhankar Sarkar, Papiya Pal, Nanda Kumar Ghosh

“…Increased interaction between CNT and liquid atoms of EG, and the high heat conductance ability of SWCNT nanoparticles enhance the effective conductivity and viscosity of NFs. …”
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Enhancing service delivery via Work-Integrated Learning (WIL) at uMzimkhulu Local Municipality, South Africa by Sikhona Cornelius Nkosi, Linah Mahlahla, Kunle Oparinde

“…Municipalities in South Africa face numerous challenges that hinder efficient service delivery. One of these challenges is the lack of implementation of required services, leading to citizen dissatisfaction and protest actions. …”
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Cloud Services as a Modern Means of Library Resources Storage by Oleksyn Myroslav, Kunanets Nataliia, Bilousova Roksana

“…The prospects of using cloud services in the library sphere to ensure efficient storage and access to information are outlined. …”
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Distributed random vector functional link network with subspace-based local connections by YU Wanguo, YUAN Zhenhao, CHEN Jiaqi, HE Yulin

“…After that, the mapPartitions transformation is invoked on the RDD containing multiple partitions in a distributed environment and this operation trains the corresponding optimal RVFL-SLC efficiently in parallel. Then, the collect execution operator is used to efficiently fuse the optimal RVFL-SLC corresponding to each partition of the RDD to obtain DRVFL-SLC for realizing the classification of big data. …”
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Quantum compilation toolkit for Rydberg atom arrays with implications for problem hardness and quantum speedups by Martin J. A. Schuetz, Ruben S. Andrist, Grant Salton, Romina Yalovetzky, Rudy Raymond, Yue Sun, Atithi Acharya, Shouvanik Chakrabarti, Marco Pistoia, Helmut G. Katzgraber

“…Our end-to-end pipeline involves three core components to efficiently map generic MIS instances onto Rydberg arrays with unit-disk connectivity, with modules for graph reduction, hardware compatibility checks, and graph embedding. …”
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Point-Level Fusion and Channel Attention for 3D Object Detection in Autonomous Driving by Juntao Shen, Zheng Fang, Jin Huang

“…These enhancements enhance the vehicle’s ability to track and predict object trajectories in dynamic environments, critical for reliable recognition and decision-making.…”
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Unstable foveation’s impact on reading, object tracking, and its implications for diagnosing and intervening in reading difficulties by Niloufar Chamani, Michael Christoph Schmid, Samy Rima

“…Abstract Foveation, the ability to focus on a point for clear vision, is crucial for reading smoothly and tracking moving objects. …”
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DTTF-Sim: A Digital Twin-Based Simulation System for Continuous Autonomous Driving Testing by Zhigang Liang, Jian Wang, Tingyu Zhang, Xinyu Yong

“…Simulation testing is a critical method for efficiently and rapidly validating the performance of autonomous vehicles (AVs). …”
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