Suppression of additive periodic low-frequency interference on eddy current defectograms by Leonid Y. Bystrov, Artemy N. Gladkov, Egor V. Kuzmin

“…Eddy current flaw detection is one of the popular methods of non-destructive rail testing. The data (defectograms) obtained from eddy current flaw detectors during rail testing are produced in large volume and therefore need in efficient automatic analysis. …”
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RCFGL: Rapid Condition adaptive Fused Graphical Lasso and application to modeling brain region co-expression networks. by Souvik Seal, Qunhua Li, Elle Butler Basner, Laura M Saba, Katerina Kechris

“…We demonstrate the computational advantage and superior performance of our method compared to two non-condition adaptive methods, FGL and FMGL, and one condition adaptive method, CFGL in both simulation study and real data analysis. …”
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AHP-Guided Stacked Ensemble Modeling for Student Engagement Level Prediction in Online Education by Jingjing Fu, Linjie Luo, Zhifeng Zhong, Jiaming Qin

“…Second, the use of a novel feature selection method based on Analytic Hierarchy Process (AHP) and an iterative approach. …”
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Comparison of Language Models in Skills Extraction From Vacancies and Resumes by Lyubov Komarova, Vladimir Soloviev, Alexey Kolosov

“…Experiments have shown that language models are superior to numerical methods in terms of accuracy and flexibility in determining the capabilities of a text. …”
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Gastropod and Bivalvia Diversity Using Environmental DNA (E-DNA) Techniques in The Waters of Gili Genting and Gili Labak Islands, Sumenep, Madura by Insafitri Insafitri, Sholihah Tsaniya Putri Radinatus, Rista Dwi Mei, Ambariyanto Ambariyanto, Nugraha Wahyu Andy

“…The method used in this study is the environmental DNA method to detect species through air samples, because it is considered an effective and efficient method. …”
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Detection and classification of Shiitake mushroom fruiting bodies based on Mamba YOLO by Kangkang Qi, Zhen Yang, Yangyang Fan, Hualu Song, Zhichao Liang, Shuai Wang, Fengyun Wang

“…Abstract To address the challenges of high labor intensity and low harvesting efficiency in shiitake mushroom production and management, this article presents a novel detection and classification method based on mamba-YOLO. …”
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Integral Approach in Discourse Studies (Voice Messaging Study) by A. V. Kaminskaya

“…Discursive analysis and the sociological survey method are used to describe the nature of the voice message. …”
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Stability and Optimal Control Analysis for a Fractional-Order Industrial Virus-Propagation Model Based on SCADA System by Luping Huang, Dapeng Gao, Shiqiang Feng, Jindong Li

“…As is known to all, there is no unified method to establish a Lyapunov function. In this paper, by constructing an appropriate Lyapunov function and applying the method of undetermined coefficients, we prove the global asymptotic stability for all possible equilibrium points. …”
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Designing a model of the role of social media in crisis management and digital supply chain resilience by Farhad Jahangiri, Abolfazl Danaei, Mahsa Akbari, Younos Vakil Alroaia

“…The data collection method was based on survey research and the data collection instuments included interviews and questionnaires, the content validity of which was confirmed by experts, and their reliability was calculated using Cronbach's alpha coefficient. …”
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استعمال طريقة النقطة الصفرية لحل مشكلة النقل by سميرة خليل ابراهيم, عفراء عباس

“…When the time delay gives a big loss compared to the best costs, and using point the way zero is a modern and efficient with effective and easy method of application by the decision-makers in order to reach the right decisions with a comparison of this method with the way Russell approximate (RAM), and through the results proved that the zero-point method the best way compared with the way Russell approximate method (RAM). …”
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Eco-friendly spectrophotometric quantification of the potential combination of mirabegron and tamsulosin by Omar M El-Abassy, Hanaa Saleh, Islam M. Darwish, Eman A. Bahgat

“…Abstract Recently, men with overactive bladder have been prescribed mirabegron and tamsulosin for the treatment of benign prostatic hyperplasia. Highly efficient and environmentally sustainable spectrophotometric methods have been developed for the accurate determination of mirabegron and tamsulosin in their pure forms as well as within pharmaceutical formulations. …”
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Optimizing irrigation scheduling for maize based on soil moisture threshold and water consumption intensity by LIANG Xue, XUE Bing, LI Fangfang, CUI Yirui, MA Yangtao, WEI Changzhou, JIANG Yan

“…Optimising irrigation scheduling is hence essential to improving water use efficiency and conserving water resources. This paper proposes a method to optimise irrigation scheduling for maize cultivation in this region. …”
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An Improved Convolutional Neural Network (CNN) for Disease Detection and Diagnosis for Multi-crop Plants by Florence Choong Chiao Mei, Bryan Ng Jan Hong

“…This paper proposes a convolutional neural network to determine multi-class plant diseases that is memory efficient, has a small trainable parameter number, and is compact enough to work even on mobile devices. …”
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A Hybrid Decision-Making Model for Optimal Portfolio Selection under Interval Uncertainty by Mohsen Zahmati Iraj, Meysam Doaei

“…To achieve this, we first employ the fuzzy SWARA method to assess the global importance of the criteria weights. …”
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Preparation and enhanced photocatalytic performance of N-TiO2/g-C3N4 heterostructure for Rhodamine B degradation by Xiao-xia Lin, Jie-sheng Wu, Qi Shi, Wei-xia Gu

“…The photocatalytic activity of N-TiO2/g-C3N4 in the degradation of Rhodamine B (RhB) was investigated, and the electrochemical method was used to determine the origin of the enhanced photoactivity of N-TiO2/g-C3N4. …”
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Real‐time estimation of olive flounder growth in indoor aquaculture using cameras combined with a grid by Hang Thi Phuong Nguyen, Myoungjae Jun, Hieyong Jeong

“…Abstract Estimating fish growth in real time has many benefits for indoor aquaculture farms, such as saving labor time and costs, reducing water pollution during feeding, improving feeding activity and determining when to harvest. Hence, this study proposed a visual‐information‐based method for measuring olive flounder (Paralichthys olivaceus) length, using accurate growth tracking for efficient aquaculture management. …”
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GRU-based multi-scenario gait authentication for smartphones by Qi JIANG, Ru FENG, Ruijie ZHANG, Jinhua WANG, Ting CHEN, Fushan WEI

“…At present, most of the gait-based smartphone authentication researches focus on a single controlled scenario without considering the impact of multi-scenario changes on the authentication accuracy.The movement direction of the smartphone and the user changes in different scenarios, and the user’s gait data collected by the orientation-sensitive sensor will be biased accordingly.Therefore, it has become an urgent problem to provide a multi-scenario high-accuracy gait authentication method for smartphones.In addition, the selection of the model training algorithm determines the accuracy and efficiency of gait authentication.The current popular authentication model based on long short-term memory (LSTM) network can achieve high authentication accuracy, but it has many training parameters, large memory footprint, and the training efficiency needs to be improved.In order to solve the above problems a multi-scenario gait authentication scheme for smartphones based on Gate Recurrent Unit (GRU) was proposed.The gait signals were preliminarily denoised by wavelet transform, and the looped gait signals were segmented by an adaptive gait cycle segmentation algorithm.In order to meet the authentication requirements of multi-scenario, the coordinate system transformation method was used to perform direction-independent processing on the gait signals, so as to eliminate the influence of the orientation of the smartphone and the movement of the user on the authentication result.Besides, in order to achieve high-accuracy authentication and efficient model training, GRUs with different architectures and various optimization methods were used to train the gait model.The proposed scheme was experimentally analyzed on publicly available datasets PSR and ZJU-GaitAcc.Compared with the related schemes, the proposed scheme improves the authentication accuracy.Compared with the LSTM-based gait authentication model, the training efficiency of the proposed model is improved by about 20%.…”
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Inventory Information System Design at Kian Jaya Farma Pharmacy by Candra Hastuti, Rizki Nur Iman, Resti Rahayu, Fachrudin Pakaja

“…This system was developed using the waterfall method with Visual Studio Code, PHP and PHP My Admin software, while for system testing using the black box method to determine its functionality. …”
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Subsurface Cavity Imaging Based on UNET and Cross–Hole Radar Travel–Time Fingerprint Construction by Hui Cheng, Yonghui Zhao, Kunwei Feng

“…As a significant geological hazard in large–scale engineering construction, deep subsurface voids demand effective and precise detection methods. Cross–hole radar tomography overcomes depth limitations by transmitting/receiving electromagnetic (EM) waves between boreholes, enabling the accurate determination of the spatial distribution and EM properties of subsurface cavities. …”
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MATHEMATICAL SUPPORT OF THE INTELLIGENT INFORMATION SYSTEM OF ASSESSING THE OBJECT STATE by Sofiia Yakubovska, Olena Vysotska, Vladimir Timofeev

“…The efficiency of making decisions in various areas of activity is determined by the quality and quick delivery of information. …”
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