Visual Place Recognition Method Based on Attention Mechanism by DAI Tian-hong, YANG Xiao-yun, SONG Jie-qi

“…Testing experiments on two typical place recognition datasets show that the method combined with the attention mechanism can effectively distinguish between the regions related to place recognition and the unrelated regions in the image, and it can improve the accuracy and robustness of recognition in scenes with changes in appearance and viewpoints.…”
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Multiparameter Control Strategy and Method for Cutting Arm of Roadheader by Pengjiang Wang, Yang Shen, Xiaodong Ji, Kai Zong, Weixiong Zheng, Dongjie Wang, Miao Wu

“…The simulation analysis in SIMULINK showed that the response time was reduced, proving the robustness of the method. In addition, experimental studies verified the good control effect of the method under different cutting states. …”
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A New Method for Joint Sparse DOA Estimation by Jinyong Hou, Changlong Wang, Zixuan Zhao, Feng Zhou, Huaji Zhou

“…To tackle the issue of poor accuracy in single-snapshot data processing for Direction of Arrival (DOA) estimation in passive radar systems, this paper introduces a method for judiciously leveraging multi-snapshot data. …”
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A Gradual Adversarial Training Method for Semantic Segmentation by Yinkai Zan, Pingping Lu, Tingyu Meng

“…In this paper, we propose a gradual adversarial training (GAT) method for remote sensing image segmentation. Our method incorporates a domain-adaptive mechanism that dynamically modulates input data, effectively reducing adversarial perturbations. …”
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THE IMPORTANCE OF ELECTROENCEPHALOGRAPHIC ACTIVATING METHODS IN CLINICAL PRACTICE OF NEUROLOGIST by L. Yu. Glukhova, K. Yu. Мukhin, M. A. Nikitina, E. I. Barletova, E. A. Тupikova

“…In practice it is desirable to apply the activating procedures that are easily achievable with the available equipment and without possible adverse effects for the patients. The use of activating methods during EEG helps to establish correct diagnosis and to improve the efficacy of the treatment. …”
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Fast Scanning Method Based on Multi-point Focusing by LU Yi, ZHANG Xue-yuan, HE Yong-jun

“…Experiments show that this method can reduce the number of focus searching effectively and improve the scanning efficiency.…”
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MICROENCAPSULATION OF CORIANDER OIL USING COMPLEX COACERVATION METHOD by CRISTIAN DIMA, ROMICA CRETU, PETRU ALEXE, ŞTEFAN DIMA

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Research Advancements in Food Satiety and Its Testing Methods by YAO Mengli, HAN Xiaofeng, WANG Ruoyong, HAN Xiaowei, HAN Zhong, ZENG Xin’an, HUANG Jingmei, LIU Yifeng, YUAN Peng, LIU Jia, DUAN Shenglin

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Generalized PCA Method and Its Application in Uncertainty Reasoning by Bin Wu, Xiao Yi, Dong Ning Zhao

“…This paper proposes a generalized PCA method and gives strict mathematical proof. The traditional PCA algorithm is a special case of the generalized PCA algorithm proposed in this paper. …”
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Resolver Decoding Method Using Hilbert Transform and ATO by Jiliang Yi, Xuechun Zhou, Huabing Tan, Zhongqi Li

“…Finally, the improved ATO is used to obtain the rotor angle by iteratively calculating the demodulating signal. The effectiveness of the proposed method is verified by experiments under various rotor speed conditions and compared with other methods in noise immunity. …”
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Project approach as an alternative to the bureaucratic method of social management by Nadezhda Evgenievna Serkina

“…The relevance of the research is conditioned by the need to develop the institution of social management in the transition of the society to the information stage of its development, which requires new management approaches in the face of exacerbation of globalization risks. Traditional methods of managing a society, primarily bureaucratic ones, do not provide the proper efficiency and effectiveness of the management process in such conditions. …”
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Target Threat Assessment Method for UUVs Based on EBM by Shuwei LIU, Jianqing CHENG, Kai LIU

“…In order to solve the problems of lack of data mining ability and insufficient explanatory nature of neural network algorithms when traditional target threat assessment methods process complex battlefield situation data, this paper proposed a threat assessment model for unmanned undersea vehicles(UUVs) based on explainable boosting machine(EBM). …”
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A method for explaining individual predictions in neural networks by Sejong Oh

“…The proposed method effectively explains the predictions made by the neural network and is independent of the depth of the hidden layers and the number of nodes in each hidden layer. …”
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Improvement of methodical tools of the seasonal transportation irregularity assessment by D. A. Macheret, A. Yu. Ledney

“…This issue negatively affects operation of the railway transport as higher irregularity of transportation means limitation of the overall volume that can be realized within a year, which results in reduction of effectiveness of the industry resources use.When assessing the seasonal irregularity of transportation by means of the method, significant error takes place due to different number of days in the months. …”
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Housing Value Forecasting Based on Machine Learning Methods by Jingyi Mu, Fang Wu, Aihua Zhang

“…Experiment shows that although the data set exists serious nonlinearity, the experiment result also show SVM and LSSVM methods are superior to PLS on dealing with the problem of nonlinearity. …”
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Bearing Fault Diagnosis Method based on RLMD and Kmeans++ by Shaoting Yan, Yuguo Zhou, Yanbo Ren, Shiliang Liu, Shidang Yan

“…The simulated bearing data with different signal-to-noise ratios and bearing data from the Paderborn university test bench are used to evaluate the effectiveness of the proposed method. Results show that the proposed method can accurately identify bearing faults with different categories and levels even though the number of training sample is small.…”
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Solar panel fault diagnosis based on the intelligentrecursive method by Saadat Boulanouar, Fengal Boualem

“…The combination of RLS and fuzzy logic improves fault diagnosis by effectively handling uncertainties and handling ambiguous situations better than traditional methods. …”
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A modified method of evisceration of a subatrophic eyeball by I. A. Filatova, E. M. Mohammad, S. A. Shemetov

“…The purpose is to develop a new method of evisceration of the eyeball in II–III degree subatrophies and assess its effectiveness. …”
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ANTI-DRIFT TECHNOLOGY: MARKET, FORMULATION, APPLYING METHODS by Cătălin Viorel POPESCU, Mirela PARASCHIVU, Gheorghe MATEI, Călin SĂLCEANU, Elena ROȘCULETE

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Head-Jaw Position in Premature and Injector Feeding Method by Selver Guler, Melike Yavas Çelik

“…Background: The aim was to determine the benefits of the head-jaw position given to the premature during feeding with the injector.Methods: In this experimental study, the effect of head-chin position on the prematures on the length of stay in the neonatal intensive care unit, the transition time to the mother's breast, the feeding time, and the amount in premature babies was tested.Results: When we evaluated the day and evening feeding times and amount of the premature, it was determined that the day and evening feeding times and amount of the premature in the experimental group were statistically significantly higher than the daytime feeding times of the premature in the control group. …”
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