Text Detection Method With Emphasis on Text Component Importance and Lightweight Design by Lanlan Yin, Qiming Wu

“…The experiment showed that the proposed method performed the best in accuracy, recall, and F1 value than the comparative algorithms on different datasets. For example, in the ICDAR2015 database, its accuracy, recall, and F1 values were 97.27%, 96.42%, and 96.02%, respectively. …”
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Adaptive Neural Network Iterative Sliding Mode Course Tracking Control for Unmanned Surface Vessels by Chunbo Zhao, Huaran Yan, Deyi Gao, Renqiang Wang, Qinrong Li

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A Novel Minimization Method for Sensor Deployment Via Heuristic 2-Sat Solution by Waleed Ahmed, Ali Muhammad Ali Rushdi

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Performance Analysis of Machine Learning Classifiers for Brain Tumor MR Images by Lubna Farhi, Razia Zia, Zain Anwar Ali

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Modern Condition Monitoring Systems for Railway Wheel-Set Dynamics: Performance Analysis and Limitations of Existing Techniques by Khakoo Mal, Imtiaz Hussain, Tayab Din Memon, Dileep Kumar, Bhawani Shankar Chowdhry

“…In addition, recommendations are presented for future research efforts in this area. …”
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Image Matting using Superpixels Centroid by Anam Akbar, Aniqa Shirazi, Mohammad Sarim Farooqui

“…Results are evaluated on different images on online benchmark dataset for image matting. Results are comparable to the different matting algorithms applied independently on images of dataset. …”
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Electromyography based Gesture Recognition: An Implementation of Hand Gesture Analysis Using Sensors by Talha Khan, Shaheer Ahmed, Syed Safdar Ali Rizvi, Sadique Ahmad, Nitasha Khan

“…A cost-effective and novel approach has been proposed in this research paper compared to the other existing approaches. …”
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University proceedings. Volga region. Technical sciences by V.V. Konovalov, M.V. Dontsova, A.N. Rasstegaev, V.Yu. Zaitsev

“…Materials and methodsThe research provided for the development of a calculation methodology and algorithm implemented in the MatchCAD mathematical package in the form of a computer model for comparative evaluation and optimization of calculating the number of parts processed by machines of different types based on the limitations available in production. …”

RADIATION MONITORING EXECUTED BY THE RUSSIAN FEDERATION SUBJECT TERRITORIES IN THE FRAMEWORK OF THE RADIATION HYGIENIC PASSPORTISATION by A. N. Barkovsky, N. K. Baryshkov

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Study on Fault Arc Recognition Based on Back-Propagation Neural Network by QIAO Weide

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Optimizing Cardiovascular Risk Assessment with a Soft Voting Classifier Ensemble by Ammar Oad, Zulfikar Ahmed Maher, Imtiaz Hussain Koondhar, Karishima Kumari, Hammad Bacha

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Underwater Small Target Detection Method Based on the Short-Time Fourier Transform and the Improved Permutation Entropy by Jing Zhou, Baoan Hao, Yaan Li, Xiangfeng Yang

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Adaptive building engineering component extraction model based on DSOD by Na Lv, Xuan Yang

“…The improved depth-supervised target detection algorithm constructed by the study is validated and found to have an accuracy of 87.4% and a precision of 0.84, which is better than other comparative algorithms. …”
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A model study of teaching method reform of computer laboratory course integrating internet of things technology. by Xiao Zhou, Ledan Qian, Haider Aziz, Marvin White

“…For this reason, this paper proposed a pedagogical model of face recognition for IoT devices based on edge computing (TFREC). Specifically, this research first proposed an IoT service-based face capture algorithm to optimize the accuracy of face recognition. …”
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METHODICAL APPROACH TO THE FORMATION OF RUBRICATORS-ADAPTER FOR ANALYSIS OF WEB OF SCIENCE AND SCOPUS AREA IN TERMS OF PRIORITIES THE STRATEGY OF SCIENTIFIC AND TECHNOLOGICAL DEVEL... by S. L. Parfenova, V. N. Dolgova, V. V. Bogatov, A. V. Khaltakshinova, V. Y. Korobatov

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A BiLSTM model enhanced with multi-objective arithmetic optimization for COVID-19 diagnosis from CT images by Liang Chen, Xin Lin, Liangliang Ma, Chao Wang

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Spatial Orientation Relation Recognition for Water Surface Targets by Peiyong Gong, Kai Zheng, Yi Jiang, Huixuan Zhao, Xiao Liang, Zhiwen Feng, Wenbin Huang

“…A fusion module was also designed to integrate the spatial feature obtained from both branches, thereby generating a comprehensive triple list that provides not only all the WSTs and their spatial orientation relations, but also their associated confidence levels. We performed a comparative evaluation of our WST-SOVF algorithm based on Huawei’s “Typical Surface/Underwater Target Recognition” dataset and the results demonstrated the outstanding performance of WST-SOVF algorithm.…”
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Analysis of rating methods for assessing the scientific and technological development of the Federal districts of the Russian Federation by N. E. Egorov, G. S. Kovrov

“…The correlation between the results of the ratings under consideration is determined.Conclusions and Relevance:  according to the authors, the selected ratings can be used as adequate methods for assessing the level of scientific and technological development of the Federal districts of the Russian Federation. The proposed research algorithm allows us to demonstrate the correlation between the results of scientific and technological development ratings. …”
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Wavelet Multiresolution Analysis-Based Takagi–Sugeno–Kang Model, with a Projection Step and Surrogate Feature Selection for Spectral Wave Height Prediction by Panagiotis Korkidis, Anastasios Dounis

“…Significant wave height prediction is studied as a time series problem, hence, the appropriate inputs to the model are selected by developing a surrogate-based wrapped algorithm. The developed wrapper-based algorithm, employs Bayesian optimisation to deliver a fast and accurate method for feature selection. …”
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Classification of Precipitation Types and Investigation of Their Physical Characteristics Using Three-Dimensional S-Band Dual-Polarization Radar Data by Choeng-Lyong Lee, Wonbae Bang, Chia-Lun Tsai, GyuWon Lee

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