A Dual-Branch Network for Intra-Class Diversity Extraction in Panchromatic and Multispectral Classification by Zihan Huang, Pengyu Tian, Hao Zhu, Pute Guo, Xiaotong Li

“…Specifically, the intra-class diversity identification and splitting (IDIS) module independently analyzes the intra-class variance within each modality to identify semantically broad classes, and it applies an optimized K-means method to split such classes into fine-grained sub-classes. …”
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Research on Rolling Bearing Fault Diagnosis Using Improved Majorization-Minimization-Based Total Variation and Empirical Wavelet Transform by Yangli Ou, Shuilong He, Chaofan Hu, Jiading Bao, Wenjie Li

“…However, manually selecting parameters requires professional experience in a process that it is time-consuming and laborious, while the use of genetic algorithms is cumbersome. …”
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Aesthetic Value Assessment Coupled with Landscape Character Assessment for Hengshan Mountain Scenic Area by Renjing ZHAO, Bingtai XING, Yuqian WANG

“…The research can also provide new perspectives for solving a series of problems in the process of integrating and optimizing scenic spots, such as the demand for sightseeing activities, conflicts in urban development, and inheritance of ecological and cultural values, and be able to improve the international heritage aesthetic assessment system from a Chinese perspective.MethodsBased on the guidance ideas, evaluation methods, technical platforms, and conclusion descriptions of relevant landscape character assessment at home and abroad, and on the basis of determining the scope of the research object, a research framework for aesthetic value assessment coupled with landscape character assessment for Hengshan Mountain Scenic Area is constructed through the combination of elbow method, K-means, entropy weight method, and TOPSIS method, which includes two stages: landscape character assessment and aesthetic value assessment. …”
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Thoracoabdominal stab wounds: modern surgical tactics by B. N. Kotiv, I. M. Samokhvalov, V. Ju. Markevich, I. I. Dzidzava, O. V. Barinov, V. V. Suvorov, A. V. Goncharov, K. V. Petukhov

“…The objective was to determine the optimal therapeutic and diagnostic algorithm for thoracoabdominal injury.Material and methods. …”
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In Vitro Biological Properties Assessment of 3D-Printed Hydroxyapatite–Polylactic Acid Scaffolds Intended for Bone Regeneration by Eddy Shan, Cristina Chamorro, Ana Ferrández-Montero, Rosa M. Martin-Rodriguez, Begoña Ferrari, Antonio Javier Sanchez-Herencia, Leire Virto, María José Marín, Elena Figuero, Mariano Sanz

“…These findings provide important insights for optimizing 3D-printed bone graft substitutes.…”
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Enhanced Rotor Field-Oriented Control for Low-Voltage Delta Inverter-Fed IMs With Look-Up Table Implementation by Imen Nouira El Badsi, Bassem El Badsi

“…However, due to the limited voltage vectors provided by this inverter topology, advanced control strategies are essential for achieving optimal motor performance. The proposed RFOC method utilizes a look-up table to generate the control signals for the inverter switches. …”
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Theoretical study of the structures of Schiff base compounds and thermodynamic study of the tautomerism reactions by ab initio calculations by Ali Hossein Kianfar, Roghayeh Hashemi Fath

“…The thermodynamics of the tautomerism reactions was studied and the equilibrium constant of the reactions was calculated. The optimized molecular geometry and atomic charges were calculated using MP2 method with 6-31G(d) basis set and compared with the reported X-ray data. …”
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Enhancing the performance of Bi2O3–ZnO semiconductor bilayers for photoelectrochemical electrodes by strategically engineering oxygen vacancies by Yuan-Chang Liang, Po-Hsiang Wang

“…This study successfully synthesized sheet-like triangular Bi2O3 using the hydrothermal method and subsequently annealed it in a hydrogen-contained atmosphere to effectively introduce oxygen vacancies. …”
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Shells and Spheres: An n-Dimensional Framework for Medial-Based Image Segmentation by Aaron Cois, John Galeotti, Robert Tamburo, Michael Sacks, George Stetten

“…We have developed a method for extracting anatomical shape models from n-dimensional images using an image analysis framework we call Shells and Spheres. …”
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Enhanced removal of Methylene Blue by electrocoagulation using iron electrodes by Mohamed S. Mahmoud, Joseph Y. Farah, Taha E. Farrag

“…The removal of pollutants from effluents by electrocoagulation has become an attractive method in recent years. The study deals with the enhancement of removal of Methylene Blue dye by using an electromagnetic field during the electrocoagulation process. …”
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Implementation of E-Learning and Organizational Commitment Towards the Performance of KPPS Members (Voting Organizing Group) in the 2024 Election in Cirebon Regency by Rizki Pidia Pratiwi, Dimas Haris Amarudin, Noveria Susijawati

“…E-Learning has been shown to improve understanding of material and work efficiency, while Organizational Commitment encourages emotional involvement and moral responsibility for tasks. …”
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Sound Absorption of Hydroponically Grown Plants by Gino Iannace, Antonella Bevilacqua, Amelia Trematerra, Giovanni Amadasi

“…Hydroponics is a method of growing plants without soil and serves as an efficient agricultural production system. …”
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Exploring Critical Eye-Tracking Metrics for Identifying Cognitive Strategies in Raven’s Advanced Progressive Matrices: A Data-Driven Perspective by Yaohui Liu, Keren He, Kaiwen Man, Peida Zhan

“…The study’s findings underscore the potential of specific eye-tracking metrics as objective indicators of cognitive processing while providing a data-driven method to identify strategies used in complex reasoning tasks.…”
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A selective update sensing approach for UAV-ISAC enabled relaying network by Igbafe Orikumhi, Nakyung Lee, Jungsook Bae, Sunwoo Kim

“…Simulation results demonstrate the superiority of the proposed method and show an improvement in the system throughput compared to baseline schemes, while significantly reducing sensing overhead.…”
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Leveraging multiple labeled datasets for the automated annotation of single-cell RNA and ATAC data by Joseba Sancho-Zamora, Akash Kanhirodan, Xabier Garrote, Juan Manuel Silva Rojas, Olivier Gevaert, Mikel Hernaez, Guillermo Serrano, Idoia Ochoa

“…However, assembling these atlases is challenging due to batch effects and the need for accurate and consistent cell annotation. Current methods for single-cell RNA and ATAC sequencing (scRNA-Seq and scATAC-Seq), while effective for integration, are not optimized for cell annotation. …”
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Moisture Susceptibility of Asphalt Mixtures Modified by Recycled Polypropylene by Maha M. Abdulghafour, Mohammed Q. Ismael

“…The Marshall mix design method was utilized to establish the optimal asphalt content for the specific aggregate gradation both the control and modified mixtures were tested for moisture damage. …”
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An Intelligent Collaborative Charging System for Open-Pit Mines by Jinbo Li, Lin Bi, Zhuo Wang, Liyun Zhou

“…The experimental results demonstrate that the intelligent cooperative charging method for open-pit mines achieves an 18% improvement in operational efficiency through intelligent collaboration among its modular components, while simultaneously realizing automated and intelligent charging operations. …”
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Coffee Plantation Agrotourism Development Strategy with SWOT Analysis in Penggung Village, Pacitan Regency by Jenvia Rista Pratiwi, Rita Parmawati, Luchman Hakim

“…This study aims to analyze the factors that become strengths, weaknesses, opportunities, and threats to developing coffee plantation agro-tourism and can determine the best strategy for achieving success in the development of coffee plantation agro-tourism in Penggung Village, Nawangan District, Pacitan Regency. The method used is a mixed (quantitative and qualitative) SWOT analysis by evaluating strengths and weaknesses as internal factors (IFE), while opportunities and threats as external factors (EFE). …”
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Effect of bis(triethoxysilylpropyl) tetrasulfide (TESPT) on properties of carbon nanotubes and conductive carbon black hybrid filler filled natural rubber nanocomposites by Y. Nakaramontri, C. Kummerloewe, N. Vennemann, S. Wisunthorn, S. Pichaiyut, C. Nakason

“…This correlates well with estimates of physically and chemically bound rubber from swelling method and morphological properties. It was also found that the optimal electrical conductivity, percolation threshold concentration and dielectric constant of the composites were effectively improved by addition of TESPT. …”
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Multimodal intelligent biosensors framework for fall disease detection and healthcare monitoring by Iqra Aijaz Abro, Shuaa S. Alharbi, Naif S. Alshammari, Asaad Algarni, Nouf Abdullah Almujally, Ahmad Jalal, Ahmad Jalal, Hui Liu, Hui Liu, Hui Liu

“…IntroductionIn the field of human action recognition, the fusion of multi-modal data from RGB and inertial modalities provides a valid technique for identifying activities of daily life and falls.MethodsOur approach uses two reference datasets: UR-Fall Detection and UMA_Fall Detection for ADL and Fall Events. …”
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