Aggregate Queries in Wireless Sensor Networks by Jeong-Joon Kim, In-Su Shin, Yan-Sheng Zhang, Dong-Oh Kim, Ki-Joon Han

“…In addition, BPA compresses data in order to reduce the size of data in the bucket and performs data transmission filtering when each sensor node sends data. Finally, in this paper, we prove its superiority through various experiments using sensor data.…”
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Power flow analysis and volt/var control strategy of the active distribution network based on data-driven method by Chen Hui, Zhu Weiping, Liu Liguo, Shi Mingming, Xie Wenqiang, Zhang Chenyu

“…Then, the volt/var optimization strategy of the distribution network based on data-driven power flow analysis is proposed to ensure the safe and stable operation of the distribution network voltage and reduce the operating network loss of the distribution network without the need for network parameters and other information. Finally, the IEEE 33 node system is used to verify the effectiveness of the proposed strategy, the results of the example show that the data-driven PLF method can accurately perceive the voltage and loss of the distribution network. …”
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TMFN: a text-based multimodal fusion network with multi-scale feature extraction and unsupervised contrastive learning for multimodal sentiment analysis by Junsong Fu, Youjia Fu, Huixia Xue, Zihao Xu

“…TGU is responsible for guiding and regulating the fusion process of other modal information, while TCAT improves the model’s ability to capture the relationship between features of different modalities and achieves effective feature interaction. Finally, to further optimize the representation of fused features, we introduce unsupervised contrastive learning to deeply explore the intrinsic connection between multi-scale features and fused features. …”
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Analysis and Prediction of Compressive Properties for Steel Fiber-and-Nanosilica-Reinforced Crumb Rubber Concrete by Danying Gao, Tao Zhang, Yihong Wang, Yiming Kong, Dawei Li, Yang Meng

“…The compressive stress-strain curves of SFNS-CRC gradually plump with the increase of the steel fibers and nanosilica. Finally, the prediction formulas for the compressive strength, elastic modulus, and peak strain of SFNS-CRC were set up. …”
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The control strategy for distributed energy storage devices using fully diffusion strategy by Zejian Liu, Ping Yang, Xu Lin, Ziwei Fan, Cencen Hong

“…Then, diffusion strategy is used to solve the optimization problems. Finally, a simulation model is built to verify the effectiveness of diffusion strategy. …”
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YAPAY SİNİR AĞLARI İLE BORSA ENDEKSİ TAHMİNİ - FORECASTING STOCK MARKET INDEX WITH ARTIFICIAL NEURAL NETWORKS by Aygülen Kayahan Karakul

“…Bu çalışmanın amacı Yapay Sinir Ağları’nın finans alanındaki tahmin problemlerine uygulanabilirliğinin gösterilmesi aynı zamanda da Borsa İstanbul (BIST)-100 Endeksini etkileyen değişkenler arasındaki ilişkilerin modellenmesidir. …”
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A New Chaotic Color Image Encryption Algorithm Based on Memristor Model and Random Hybrid Transforms by Yexia Yao, Xuemei Xu, Zhaohui Jiang

“…By integrating both pixel-level and bit-level diffusion, the randomness of the image information distribution is significantly increased. Finally, the diffusion matrix is decomposed and restored to generate the encrypted color image. …”
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Benefits of Multi-Terminal HVdc Under Extreme Conditions via Production Cost Modeling Analyses by Quan Nguyen, Hongyan Li, Pavel Etingov, Marcelo Elizondo, Jinxiang Zhu, Xinda Ke

“…Second, a method for modeling extreme operating conditions, including heatwave and wildfire, in PCM is presented. Finally, the planning 2030 Western Electricity Coordinating Council (WECC) system is used as an example to demonstrate the benefits of existing and future dc lines in point-to-point, radial, and meshed configurations. …”
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Managing online crisis-communication response in a South African bank by Rachel Barker

“…The methodology, data analysis and results are subsequently presented. Finally, a discussion of the main results based on the knowledge-management typologies proposed to manage and control messages in online crisis-communication response is presented …”
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Parental perception of treatment options for mucopolysaccharidosis: a survey to bridge the gap for personalized medicine by Anna-Maria Wiesinger, Florian B. Lagler

“…Results Most likely parents would choose an approach to repurposed treatments for their child (neuronopathic: 82%, 14/17 and non-neuronopathic: 94%, 16/17), followed by enzyme replacement therapy (ERT, both 88%, 15/17), hematopoietic stem cell therapy (HSCT, 70%, 12/17 and 76%, 13/17), and finally gene therapy (GT, 58%, 10/17 and 53%, 9/17). …”
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Performance evaluation of the factors influencing Tourists General Satisfaction in the Border Cities. Baneh Border City by Mohammad najarzadeh, Aliakbar bidokhti, jamal moradnejad

“…In sumery, this research aims to examine amount of satisfaction factors impact on the overall satisfaction. Finally, suggestions for relevant governmental institutes are provided.…”
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Association of oxidative balance scores with cardiovascular and all cause mortality in patients with asthma by Wei Zhao, Yiyuan Sun, Bohui Zhu

“…Rigor was maintained through the implementation of subgroup and sensitivity analyses to authenticate the findings. The study finally included 4,639 individuals with a mean age of 42.55 years and 43.46% males. …”
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High Fasting Plasma Glucose during Early Pregnancy: A Review about Early Gestational Diabetes Mellitus by E. Cosson, L. Carbillon, P. Valensi

“…An alternative threshold should be determined but may vary according to ethnicity, gestational age, and body mass index. Finally, observational data suggest that early management of intermediate hyperglycemia may improve prognosis, through reduced gestational weight gain and potential early introduction of hypoglycemic agents. …”
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Compound Fault Diagnosis for Gearbox Based Using of Euclidean Matrix Sample Entropy and One-Dimensional Convolutional Neural Network by Decai Zhang, Xueping Ren, Hanyue Zuo

“…PFs are input into the matrix sample entropy based on Euclidean distance (MESE), and the PFs which best reflect fault characteristics are selected. Finally, the PFs by MESE are used to train the CNN to identify the faults of parallel-shaft gearbox. …”
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The Effect of Propofol on Chronic Headaches in Patients Undergoing Endoscopy by David Giampetro, Victor Ruiz-Velasco, Ashlee Pruett, Matthew Wicklund, Robert Knipe

“…Furthermore, mean scores were significantly lower (p<0.05) in three HIT-6 questions pertaining to the severity of pain, daily activity, and frequency of lying down. Finally, the mean pain score obtained was significantly lower (p<0.05) two days after procedure. …”
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Theoretical and experimental investigations of the CMOS compatible Pirani gauges with a temperature compensation model by Shizhen Xu, Gai Yang, Junfu Chen, Rui Jiao, Ruoqin Wang, Hongyu Yu, Huikai Xie, Xiaoyi Wang

“…Building on the foundation, the device’s performance under different ambient temperatures was characterized and effectively compensated in two distinct operational modes: constant temperature mode and constant temperature difference mode (the whole range temperature compensation error can be controlled within 2.5%). Finally, the short-time stability (variation level is approximately 1 mV), noise floor (Vrms=384 μV) and detection limit (0.07 Pa @1 Hz) of the device were characterized, confirming its suitability for practical implementation.…”
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Anthropodermic Bibliopegy, or, Using Human Skins in Books Binding: A historical study by د. حامد معروف الزیات

“…In subject direction Medicine came first with 45.5%. Finally,by time line the 19th century came first with 59.1% from total number of bookswhich covered with human skin that included in the bibliography of the study, andcontained just twenty-…”
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The algorithm for foggy weather target detection based on YOLOv5 in complex scenes by Zhaohui Liu, Wenshuai Hou, Wenjing Chen, Jiaxiu Chang

“…Furthermore, the Re-BiFPN module is constructed to enhance feature perception accuracy through bidirectional cross-scale connections and feature fusion, while the detection head at the P5 layer is replaced to improve recognition capabilities. Finally, a gradient gain loss function is introduced to reduce feature information loss and prevent model performance degradation, ensuring robustness and accuracy in complex environments. …”
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Denoising Graph Inference Network for Document-Level Relation Extraction by Hailin Wang, Ke Qin, Guiduo Duan, Guangchun Luo

“…We then devise a slide residual attention to highlight word-level evidence on text and SG. Finally, the classification is established on the SG to infer the relations of entity pairs. …”
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Ecological relationships of Haemaphysalis longicornis Neumann with other tick species on wildlife hosts at cow–calf farms implementing integrated pest management in eastern Tenness... by Rebecca A. Butler, Lisa I. Muller, Dan Grove, Rebecca T. Trout Fryxell, Ala Tabor

“…Activity patterns for when established tick species, with similar predicted geographic ranges as H. longicornis, are feeding simultaneously on hosts can also be used to predict when this exotic tick species will be present. Finally, reducing tick abundance in the environment can be important for on-animal control. …”
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