An Improved Crop Disease Identification Method Based on Lightweight Convolutional Neural Network by Tingzhong Wang, Honghao Xu, Yudong Hai, Yutian Cui, Ziyuan Chen

“…Finally, it saves the loss and accuracy data during the training process and evaluates the accuracy of the model. …”
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Real-time multi-level trust-based secure routing for improved QoS in WSN using blockchain by S. Ramachandra, M. Baskar

“…Also, the trust must be measured at various levels of the routing process to achieve higher performance in secure routing, because locally measuring the trust of nodes would not be effective due to the least availability of transmission data which encourages the need to measure the trust globally and helps to enforce rigid routing process. …”
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Real-Time Defect Detection for Fast-Moving Fabrics on Circular Knitting Machine Under Various Illumination Conditions by Yan-Qin Ni, Pei-Kai Huang, Ching-Han Yang, Chin-Chun Chang, Wei-Jen Wang, Deron Liang

“…First, the rapid movement of fabrics on these machines makes it difficult for existing fabric defect detection methods to effectively capture and process the motion. Next, due to practical constraints aimed at maintaining high yield rates, collecting sufficient abnormal fabric samples for model training is costly and limited. …”
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Epidemiological Community and Differences of Transmissive Infections in Astrakhan Region by S. V. Ugleva, V. G. Akimkin, Z. B. Ponezheva, R. R. Akhmerova, A. E. Spirenkova, Y. Y. Chernikova, S. V. Shabalina

“…Statistical data processing was carried out using the method of straight-line alignment of dynamic series of morbidity indicators, calculation of the average annual rate of decrease/increase. …”
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Bibliometric analysis of laryngeal cancer treatment literature (2003–2023) by Yan Zhao, Jiancheng Xue

“…Background: Despite advancements in medical science, the 5-year survival rate for laryngeal squamous cell carcinoma remains low, posing significant challenges in clinical management. …”
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Analysis the effects of monetary policy in Iran's economy with the existence of shadow banking, using dynamic stochastic general equilibrium method by ashkan makipour, Ahmad Salahmanesh, Ebrahim Anvari, Ebrahim Bahraminia

“…With more deposit inflow, shadow banks are able to increase their lending, which buffers the decline in commercial bank lending and dampens the impact of monetary tightening.The results of the model processing show that the proposed model with the presence of shadow banking has better processing capabilities than the model without the presence of shadow banking, and with the occurrence of a positive monetary shock, the mean and standard deviation of the variables in the second scenario and with the presence of shadow banking in explaining the key variables of the economy, including the inflation rate, production and money volume, has a higher explanatory power and is closer to the reality of Iran's economy.Table 1. …”
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Determining Unemployment Hysteresis in European Countries Using Linear and Nonlinear Unit Root Tests: The 1991-2020 Period by Ayça Doğaner

“…The unemployment time series’ unit root proves the existence of unemployment hysteresis, and the series being stationary process at the level pf unemployment proves the assumption of the natural rate of unemployment. …”
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INTERNET OF THINGS OF ELECTRONIC SEAL BASE ON GPRS SHORT MESSAGE SERVICE AND THINGSPEAK by Irawati Dewi Syahwir, Agus Samsi, Vera Firmansyah, Prasetyo Wibowo Yunanto, Renanda Maheswara, Navieda Putri Anggraeni

“…Electronic seals can send damage data via SMS within 20 seconds with a success rate of 92% and sending data through the ThingSpeak web server within 40 seconds with a success rate of 82%.…”
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Comparison of K-Nearest Neighbor, Support Vector Machine, Random Forest, and C 4.5 Algorithms on Indoor Positioning System by M Rizky Astari, Muhammad Taufiq Nuruzzaman, Bambang Sugiantoro

“…According to the experimental data, the Random Forest algorithm achieves an accuracy rate of 83%, C4.5 81%, and KNN 80%, while the SVM method achieves the lowest accuracy rate of 57%.…”
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Fitts’ law-based identification of motor development stages for the upper limb: proof of concept in three age groups by Cristina Sanchez, Eloy Urendes, Alejandra Aceves, María Martínez-Olagüe, Rafael Raya

“…From an Information Theory perspective, throughput (TP) reflects processing speed in reaching tasks, while error rate (ER) quantifies incorrect selections. …”
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The Study of Roadside Visual Perception in Internet of Vehicles Based on Improved YOLOv5 and CombineSORT by LI Xiaohui, YANG Jie, XIA Qin

“…Comparing the overall processing effects of different algorithms at the low volume intersection, the worst test result was the recall rate of 96.54% and the MOTA value of 0.938, while the best was the recall rate of 97.69% and the MOTA value of 0.946. …”
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A novel routing protocol for content-based publish/subscribe model in mobile sensor networks by Lin Lin, Jinfu Chen, Patrick Kwaku Kudjo, Omari Michael

“…Therefore, when designing the data routing protocol, it is necessary to consider how to reduce the communication overhead in the network and improve the success rate of the query. …”
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Mechanisms for stimulating the implementation of projects in the sphere subsurgery waste handling by O. S. Кorobova

“…An analysis of the current mechanisms of tax incentives, guarantee, leasing and financial support for companies implementing projects for processing mineral resource waste is carried out. The insufficiency of these mechanisms and the need to provide additional tax benefits and preferences to such entrepreneurs is pointed out, including the introduction of differentiated MET (mineral extraction tax) rates. …”
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Implications of apparent pseudo-second-order adsorption kinetics onto cellulosic materials: A review by Martin A. Hubbe, Saeid Azizian, Sigrid Douven

“…The pseudo-second-order (PSO) kinetic model has become among the most popular ways to fit rate data for adsorption of metal ions, dyes, and other compounds from aqueous solution onto cellulose-based materials. …”
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ANALISIS PENGARUH DOW JONES BANKS (DJB), DOW JONES ISLAMIC MARKET INTERNATIONAL TITANS 100 (DJI100X), NILAI KURS TERHADAP JAKARTA ISLAMIC INDEX (JII) DI INDONESIA TAHUN 2016-2018 by Zaiful Anas

“…The study used T and F tests and was processed using SPSS24. The results show that DJI100X, and the simultaneous exchange rate has a significant effect on JII. …”
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On Stair Walk Recognition Using a Single Magnetometer-free IMU and Deep Learning by Kuhlgatz Timo, Jordine Marco, Lehmann Dustin, Seel Thomas

“…However, these feature methods complicate the data processing pipeline, and thus are less applicable to continuous real-time applications. …”
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High precision, high time-cadence measurements of the MgII index of solar activity by the GOES-R Extreme Ultraviolet Irradiance Sensor 2: EUVS-C initial flight performance by McClintock William E., Snow Martin, Eden Thomas D., Eparvier Francis G., Machol Janet L., Woodraska Donald L.

“…Additionally, wavelength-dependent radiometric responsivity degradation leads to a systematic increase in the reported index on a timescale of years at an average rate of 0.2% per year. These systematic effects can be mitigated with additional post-data processing.…”
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Development of explainable artificial intelligence based machine learning model for predicting 30-day hospital readmission after renal transplantation by Nasser Alnazari, Omar Ibrahim Alanazi, Muath Owaidh Alosaimi, Ziyad Mohamed Alanazi, Ziyad Mohammed Alhajeri, Khaled Mohammed Alhussaini, Abdulkarim Mekhlif Alanazi, Ahmed Y. Azzam

“…Our methodology included a four-stage machine learning pipeline: data processing, feature preparation, model development using stratified 5-fold cross-validation, and clinical validation. …”
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Genotyping TOMM40′523 poly-T polymorphisms using whole-genome sequencing by Ricardo A. Vialle, Lei Yu, Yan Li, Roberto T. Raittz, Jose M. Farfel, Philip L. De Jager, Julie A. Schneider, Lisa L. Barnes, Shinya Tasaki, David A. Bennett

“…Summary: The TOMM40′523 poly-T repeat polymorphism (rs10524523) has been associated with cognitive decline and Alzheimer's disease (AD) progression. Challenges in processing whole-genome sequencing (WGS) data traditionally require additional PCR and targeted sequencing assays to genotype these polymorphisms. …”
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Collaborative Static-Dynamic Teaching: A Semi-Supervised Framework for Stripe-like Space Target Detection by Zijian Zhu, Ali Zia, Xuesong Li, Bingbing Dan, Yuebo Ma, Hongfeng Long, Kaili Lu, Enhai Liu, Rujin Zhao

“…Using just 1/16 of the labeled data, CSDT outperforms the second-best Interactive Self-Training Mean Teacher (ISMT) method by 2.64% in mean Intersection over Union (mIoU) and 4.5% in detection rate (<inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><msub><mi>P</mi><mi>d</mi></msub></semantics></math></inline-formula>), while exhibiting strong generalization in unseen scenarios. …”
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