Deep Neural Network-Based Detection of Modulated Jamming in Free-Space Optical Systems: Theory and Performance Under Atmospheric Fading by Manav R. Bhatnagar

“…This paper investigates the problem of detecting structured optical jamming introduced via a separate FSO link, where both legitimate and adversarial transmissions undergo independent Gamma-Gamma fading. …”
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The Development of a Lightweight DE-YOLO Model for Detecting Impurities and Broken Rice Grains by Zhenwei Liang, Xingyue Xu, Deyong Yang, Yanbin Liu

“…The loss problem of class imbalance is optimized using the Focal Loss function. …”
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Dynamic convolutional model based on distribution-collaboration strategy for remote sensing scene classification by Chenjun Xu, Jingqian Shu, Zhenghan Wang, Jialin Wang

“…Secondly, an adaptive enhanced attention mechanism based on the Lie Group feature covariance matrix is designed to aggregate the essential attribute feature (EAF) of HRRSI, which can effectively deal with HRRSI without increasing the computational complexity and delay of the model with the increase of HRRSI resolution. …”
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A hybrid approach of vision transformers and CNNs for detection of ulcerative colitis by Syed Abdullah Shah, Imran Taj, Syed Muhammad Usman, Syed Nehal Hassan Shah, Ali Shariq Imran, Shehzad Khalid

“…Researchers have proposed variety of machine/deep learning methods for automated detection of ulcerative colitis, however, several challenges exists including class imbalance problem, comprehensive feature extraction and accurate classification. …”
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Neural Machine Translation in Electrical Engineering With Cross-Layer Information Fusion and Multiple Positional Mapping by Zhenyu Zhang, Yuan Chen, Juwei Zhang

“…This method integrates the Long Short-Term Memory (LSTM) and the attention mechanism to construct a cross-layer information compensation architecture consisting of a cross-layer feature propagation module and a feature fusion module to compensate for the attenuation of cross-layer semantic information and position information. …”
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Effectiveness of using a slider-crank mechanism for waffle background milling by I. N. Drozdov, A. Yu. Popov

“…This eliminates the exit of the mechanism out of the cell dimensions, as well as provides a significant reduction of cutting forces up to 10 N and removes the problem of using coolant (dry machining). This is a feature of the high-speed milling mode, when the feed rate and cutting speed are significantly higher than traditional ones, and the cutting depth does not exceed 1 mm. …”
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An intelligent spam detection framework using fusion of spammer behavior and linguistic. by Amna Iqbal, Muhammad Younas, Muhammad Kashif Hanif, Muhammad Murad, Rabia Saleem, Muhammad Aater Javed

“…The problem statement of this research paper revolves around addressing challenges concerning feature selection and evolving spammer behavior and linguistic features, with the goal of devising an efficient model for spam detection. …”
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A Real-Time Fault Diagnosis Method for Multi-Source Heterogeneous Information Fusion Based on Two-Level Transfer Learning by Danmin Chen, Zhiqiang Zhang, Funa Zhou, Chaoge Wang

“…A convolutional neural network can extract features from high-dimensional data, but the convolution operation has a high time complexity and requires a large amount of computation. …”
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Research on Data Repair of Pile-Type Adjustable Wind Turbine Foundation Monitoring Based on FST-ATTNet by WEI Huanwei, ZHAO Jizhang, ZHENG Xiao, TAN Fang, LIU Cong

“…The Squeeze-and-Excitation Network (SENet) further boosts spatial feature extraction by dynamically adjusting the importance of different feature channels. …”
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The assessment of quality of groundwater used for drinking by the population of the Republic of Dagestan, Russia by T. O. Abdulmutalimova, O. M. Ramazanov, A. B. Alhasov, I. M. Gazaliev

“…Aim. Features of the geological structure of the region determine the diversity of the chemical composition of groundwater, represented by springs in the mountainous part of the Republic of Dagestan and artesian waters in the plains. …”
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Linguistic Data Model for Natural Languages and Artificial Intelligence. Part 3. Recognition by O. M. Polyakov

“…In addition, the presence of a linguistic model helps to simplify the solution of these problems. In the section the features and ways of solving both problems of recognition are formulated taking into account the stated specifics.In this section, based on the material of all three parts, the general contours and properties of the linguistic model of the world are described. …”
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Mitigating Selection Bias in Local Optima: A Meta-Analysis of Niching Methods in Continuous Optimization by Junchen Wang, Changhe Li, Yiya Diao

“…Researchers have designed benchmark problems for simulating this scenario and proposed a large number of niching methods for solving those problems. …”
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Development of mathematical giftedness in the conditions of distance learning by V. I. Glizburg

“…The work identifies specific psychological problems arising in the process of implementing distance learning mediated by computer technologies, the resolution of which affects the possibility of developing mathematical giftedness, in particular: the problems of emotional saturation and the construction of interpersonal relationships. …”
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Development of a Software Package Architecture for Simulation and Prototyping of Radar Systems and Complexes by I. S. Serdiukov

“…A comparative analysis of the existing approaches and software packages that solve problems arising at various stages of radar development was carried out. …”
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VARIABILITY OF THE INFLUENZA A VIRUS by I. A. Sobolev, O. G. Kurskaya, K. A. Sharshov, E. A. Prokopyeva, A. Yu. Alekseev, A. A. Gadzhiev, A. M. Shestopalov

“…Influenza is one of the most significant problems facing the health care system. Human influenza causes a number of social and economic problems: mortality in high-risk groups, increasing in the load on personnel agencies health and reduced manpower. …”
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The Innovativeness of Bio-Pharmaceutical Cluster or Import Substitution: the Development Priorities of the Economy Sector by Alexander Nickolaevich Tsatsulin, Boris Alexandrovich Tsatsulin

“…Solution of these problems, according to the authors, provide a procedure for import of foreign drugs quality Russian pharmaceuticals, which is currently the most important problems facing the society and the state. …”
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Comparison of Arabic and Cyrillic texts of Arkalık Batır and Bazar Batır Jırs by BAYAN, Ali

“…In this article, the Arabic and Cyrillic texts of the Bazar Batır and Arkalık Batır jırs were compared, their features and differences were determined, and the problems encountered in text transfer were examined. …”
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Automated sleep staging model for older adults based on CWT and deep learning by Qunfeng Niu, Ranran Gui, Hengfang Liu, Liuyi Li, Lei Shi, Kunming Jia, Peng Li, Li Wang

“…This model employs Inception modules to extract features at multiple scales, uses the CBAM attention mechanism to further identify efficient features at different scales, and finally employs the multiscale connection structure to concatenate features from different stages, enhancing the model’s feature utilization capability. …”
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Expanding Davies’s Pragmatic Constraint: A Pragmatist Principle for Philosophizing about Art by David Collins

“…I propose a similar principle that avoids these problems while doing the work for which the pragmatic constraint is meant, and one that is expanded in scope to apply to philosophy of art generally. …”
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Deep Learning-Guided Simulated Annealing for Designing Vocational High Educational System by Yuan Jie

“…Due to its structural features and limitations of algorithmic production, traditional fancy emotional literature models perform poorly in the classification of white-eye dimensional data. …”
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