Mitigating Sinkhole Attacks in MANET Routing Protocols using Federated Learning HDBNCNN Algorithm by Sherril Sophie Maria Vincent

“…Then, every node gathers information about the local routing and contributes towards an inclusive model, which captures behaviour of the entire network when conserving its specific privacy. …”
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Automatic optical inspection of microscale defects on curved surfaces by Hiroya KANO, Hiroshi OHNO, Hideaki OKANO

“…The unique characteristics of this imaging system enable it to capture drastic spatial changes in the direction of light, which are caused by micro-defects on the curved surfaces, as differences in image color. …”
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Influence of Silver-Zinc Zeolite Incorporation on Shear Bond Strength of Silicon Cold Cure Soft Liner by Huda Alaa Aldeen Sadeq, Israa Mohammed Hummudi

“… Back ground: Reduction of a durable bond to acrylic denture base is the main problem associated with soft liner materials. …”
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Diagnosis of depression based on facial multimodal data by Nani Jin, Renjia Ye, Peng Li

“…Through the multi-modal feature fusion, the model can effectively capture different feature patterns related to depression.ResultsWe conduct extensive experiments on the publicly available clinical dataset, the Extended Distress Analysis Interview Corpus (E-DAIC). …”
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Design and Prototyping of a Dust Extraction System with a Suppression Mechanism: A Case Study of Limestone Dust on Small Scale Mines by Kambasu Bowen

“…The designed dust collection system comprises of the hood for capturing the dust from a point source, a cyclone for separating dust using centrifugal force, a hopper for breaking the vortex and an airtight container for collecting the dust. …”
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Understanding tinnitus symptom dynamics and clinical improvement through intensive longitudinal data by Milena Engelke, Jorge Piano Simões, Laura Basso, Nina Wunder, Berthold Langguth, Thomas Probst, Rüdiger Pryss, Winfried Schlee

“…Abstract Intensive longitudinal sampling enhances subjective data collection by capturing real-time, dynamic inputs in natural settings, complementing traditional methods. …”
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The Mediating Role Of Personal And Social Responsibility In The Relationship Between Social Capital And Students' Altruism by Marziyeh Khalifeh Soltani, Reza Ghorban Jahromi, Morteza Nikoofar, Saeid Jafari

“…The data collection tools included was the standard questionnaires was by personal and social responsibility of Lee et al (2008), Social capital Khalifa Soltani et al. (2021) and altruism by Manzur and Olavarrieta (2021). Face and content validity were used to check the validity of the questionnaires.The data was analyzed through structural equation modeling using Lisrel software. …”
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Data-driven optimization for rebalancing shared electric scooters by Yanxia Guan, Xuecheng Tian, Sheng Jin, Kun Gao, Wen Yi, Yong Jin, Xiaosong Hu, Shuaian Wang

“…However, managing these systems, especially the rebalancing of scooters, poses significant challenges due to the unpredictable nature of user demand. To tackle this issue, we developed a stochastic optimization model (M0) aimed at minimizing transportation costs and penalties associated with unmet demand. …”
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A Novel Complementary Method for the Point-Scan Nondestructive Tests Based on Lamb Waves by Rahim Gorgin, Zhanjun Wu, Yuebin Zheng

“…Subsequently, a damage presence probability index (DPPI) based on the energy of captured responses was defined for each area. The area with the highest DPPI value highlights the most probable locations of damages in test-piece. …”
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Reach&Grasp: a multimodal dataset of the whole upper-limb during simple and complex movements by Dario Di Domenico, Inna Forsiuk, Simon Müller-Cleve, Simone Tanzarella, Florencia Garro, Andrea Marinelli, Michele Canepa, Matteo Laffranchi, Michela Chiappalone, Chiara Bartolozzi, Lorenzo De Michieli, Nicolò Boccardo, Marianna Semprini

“…The novelty consists in the inclusion of several types of recordings, namely electromyographic -both with bipolar and high-density configuration, kinematic-both with motion capture system and a sensorized glove, and tactile. …”
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Theoretical framework for measuring cloud effective supersaturation fluctuations with an advanced optical system by Y. Kuang, J. Tao, H. Xu, L. Liu, P. Liu, W. Xu, W. Xu, Y. Sun, C. Zhao

“…Advanced optical systems based on this framework allow minute- to second-level effective supersaturation measurements, capturing fluctuations vital to cloud microphysics. …”
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Short-Term Power Load Prediction Method Based on VMD and EDE-BiLSTM by Yibo Lai, Qifeng Wang, Gang Chen, Yu Bai, Peiyu Zhao, Xiaojing Liao, Shuang Wu, Changyou Men, Quan Sun

“…These components are then integrated with temperature, wind speed, precipitation, electricity price, and holiday characteristics to capture a comprehensive set of influencing factors. …”
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Oral Rehabilitation of Oral Cancer Patients Using Zygomatic Implant-Supported Maxillary Prostheses with Magnetic Attachment: Three Case Reports by Hisashi Ozaki, Hiromasa Sakurai, Yukie Yoshida, Hideyuki Yamanouchi, Mitsuyoshi Iino

“…Therefore, in many cases, conventional resection dentures may not be adequate to restore the oral function. …”
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Intraspecific Morphometric Variation in a New Species of <i>Ceratomyxa</i> Thélohan 1892 (Cnidaria) from the South Atlantic Ocean: An Ecomorphological Study Using Geometric Morphom... by Delfina M. P. Cantatore, Martina Lisnerová, Paula S. Marcotegui, María A. Rossin, Astrid S. Holzer

“…Using GM analyses, we successfully capture and quantify phenotypic variation at the organismal level. …”
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Weight analysis of influencing factors on hot cracking susceptibility of multi-alloy steel based on solidification micro-segregation model by Yongkun Yang, Ziyi Ge, Yang Wang, Chuang Feng, Silong Zhang, Zhibin Geng, Xiaoming Li

“…PLSR had good predictive performance for BTR and Kou criterion, with R2 values of 0.898 and 0.975, respectively, effectively capturing the relationship between factors and dependent variables.…”
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Study of interaction between metal ions and quercetin by Taiane Souza de Castilho, Tatiane Brescovites Matias, Keller Paulo Nicolini, Jaqueline Nicolini

“…This investigation serves as a tool for the development and testing of materials capable of capturing toxic metal ions or favoring the absorption of beneficial ions (in relation to the human metabolism) through the construction of efficient bioorganic systems. …”
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Macroscopic perspective on phase transition behavior of natural single-crystal graphite under different pressure environments by Xiaoshuang Yin, Songyang Li, Lijuan Wang, Peiyuan Liu, Zhihai Cheng, Huiyang Gou, Liuxiang Yang

“…The surface evolution process of graphite before and after the phase transition is captured, revealing that pressure-induced surface textures can impede the continuity of the phase transition process across the entire single crystal. …”
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Estimating Bus Loads and OD Flows Using Location-Stamped Farebox and Wi-Fi Signal Data by Yuxiong Ji, Jizhou Zhao, Zhiming Zhang, Yuchuan Du

“…But the data are insufficient to capture the variation of passenger demand across bus trips. …”
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Laboratory Simulation of Flow through Rough-Walled Microfractures under High Hydraulic Gradient by Shuai Zhang, Wei-Guo Qiao, Yan-Zhi Li, Wei-Jie Song, Jun-Ling Qin, Ji-Yao Wang

“…It was found that the deformation of the microfracture surface subjected to seepage could be accurately captured by the quasi-distributed FBG strain sensors. …”
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Soil Conservation Benefits of Ecological Programs Promote Sustainable Restoration by Renjie Zong, Nufang Fang, Yi Zeng, Xixi Lu, Zhen Wang, Wei Dai, Zhihua Shi

“…We introduce a framework that integrates the multi‐model approach and scenario analysis on cloud computing platforms to capture the significance of soil conservation benefits by assessing the world's largest restoration programs from China. …”
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