Unstructured road semantic segmentation method based on 3D point cloud of open pit mine by Caiwu LU, Jianan XUE, Meng LI, Shengyu YAN, sai ZHANG, Song JIANG, Runfeng HE

“…In order to solve the problems of small size of publicly available unstructured road datasets, uneven sample distribution, and low segmentation accuracy of mainstream point cloud semantic segmentation algorithms for unstructured roads, a semantic segmentation method for unstructured roads in open-pit mine scenarios is proposed by constructing an open-pit mine point cloud dataset through 3D point cloud reconstruction, as well as by optimizing and improving the PointNet++ algorithm. …”
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Short Text Semantic Similarity Measurement Approach Based on Semantic Network by Naamah Hussien Hameed, Adel M. Alimi, Ahmed T. Sadiq

“…As a result, short texts should be semantically compared. In this paper, a semantic similarity measurement method between texts is presented which combines knowledge-based and corpus-based semantic information to build a semantic network that represents the relationship between the compared texts and extracts the degree of similarity between them. …”
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Semantic accessibility effects of character semantic radicals in Chinese phonograms' recognition by Meng Jiang, Meng Jiang, Ting Cao, Ting Cao, Ya Tan, Jixiang Duan, Daiyue Qu

“…IntroductionPrior research concentrated on testifying to the presence of the semantic activation of semantic radicals as well as the separate role of a couple of modulating factors like Transparency of phonograms, Genuineness of phonograms, and Position of semantic radicals.MethodThe present study first proposed a hierarchy on the ease of semantic activation, namely, a hypothesis on the semantic accessibility of character semantic radicals in Chinese phonogram recognition, and empirically investigated the hypothesis. …”
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Classification of earth surface image segmentation methods by D. V. Kypriyanava, D. Y. Pertsau, M. M. Tatur

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Linear and nonlinear multidimensional functional connectivity methods reveal similar networks for semantic processing in EEG/MEG data by Setareh Rahimi, Rebecca L. Jackson, Rebecca L. Jackson, Olaf Hauk

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A Two-Stage Corrosion Defect Detection Method for Substation Equipment Based on Object Detection and Semantic Segmentation by Zhigao Wang, Xinsheng Lan, Yong Zhou, Fangqiang Wang, Mei Wang, Yang Chen, Guoliang Zhou, Qing Hu

“…Corrosion defects will increase the risk of power equipment failure, which will directly affect the stable operation of power systems. Although existing methods can detect the corrosion of equipment, these methods are often poor in real-time. …”
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Methods for semantic analysis of the state of the process of functioning of a system for detecting, preventing and eliminating the consequences of computer attacks by V. O. Shablya, S. A. Konovalenko, E. O. Orlov

“…Method. The study was conducted based on the methods of semantic analysis of the state of the process of SOPKA operation. …”
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Research on the aging-suitability of community outdoor spaces in Zhengzhou based on the analytic hierarchy process and semantic differential method by Chang Gao, Shengnan Wang, Pengpeng Li, Wenbo Jia, Kai Feng

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A Hybrid Semantic Representation Method Based on Fusion Conceptual Knowledge and Weighted Word Embeddings for English Texts by Zan Qiu, Guimin Huang, Xingguo Qin, Yabing Wang, Jiahao Wang, Ya Zhou

“…This paper proposes a hybrid semantic representation method that combines a topic model that integrates conceptual knowledge with a weighted word embedding model. …”
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A lightweight semantic segmentation method for concrete bridge surface diseases based on improved DeeplabV3+ by Zhiyuan Yu, Chunquan Dai, Xiaoming Zeng, Yunlong Lv, Haisheng Li

“…Therefore, this paper proposed a lightweight semantic segmentation method for concrete bridge surface diseases based on improved DeeplabV3+. …”
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Interferometric phase diagram generation method based on dot trace texture information and semantic segmentation of correlation coefficients by Xuelin Zhang, Zhaoxia Wang, Hui Zhang, Dongliang Xie

“…This paper proposes a method for generating interferometric phase diagrams, which includes interferometric image registration based on Dot Trace Texture Information (DTTI) and interferometric phase filtering based on semantic segmentation. …”
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Methods of Modification and Semantics of Foreign Anthroponyms in Russian Internet Discourse (Example of Nomination of Members of British Royal Family) by Y. A. Tregubova, E. V. Lavrishcheva

“…The results of a study of the functioning peculiarities of modified foreign anthroponyms in the Russian-language Internet discourse is presented in the article. The main methods of word formation, the structure and semantics of foreign occasional anthroponyms in the Russian-language Internet discourse are considered. …”
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Dynahead-YOLO-Otsu: an efficient DCNN-based landslide semantic segmentation method using remote sensing images by Zheng Han, Bangjie Fu, Zhenxiong Fang, Yange Li, Jiaying Li, Nan Jiang, Guangqi Chen

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A feature extraction method for hydrofoil attached cavitation based on deep learning image semantic segmentation algorithm by Yingyuan Liu, Yizhi Wang, Kang An

“…To conveniently extract cavitation features from the massive images, a feature extraction method for hydrofoil cavitation was proposed in this work based on deep learning image semantic segmentation techniques. …”
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A semantic‐based method for analysing unknown malicious behaviours via hyper‐spherical variational auto‐encoders by Yi‐feng Wang, Yuan‐bo Guo, Chen Fang

“…The authors’ method analyses the unknown malicious behaviours by projecting them and their semantic attributes to shared space. …”
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Combinatorial-Semantic Analysis of Collocations as a Method of Linguistic Research (on the Example of Colour Collocations Formed by an Adjective Type) by M. V. Vlavatskaya

“…The article is devoted to the application of the method of complex semantic-syntagmatic analysis of collocations, or combinatorially determined lexical and phraseological units, characterized by structural-semantic integrity and having functional, idio-ethnic and other limitations. …”
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The Semantic of the Worshipping in the Quran by Asghar Hadi

“…The semantic is a part of the contemporary linguistic (the descriptive and structuralist linguistic). …”
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Ways of Semantic Derivation and Types of Relations between Meanings in Adjective Semantic Structure by M. V. Sandakova

“…The connection between the method of semantic derivation, the semantic type of lexical meaning generated by it and the lexeme belonging to a particular lexico-grammatical category is investigated. …”
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Method of constructing smartflow application based on Web services by LI Hui, CUI Li-zhen, WANG Hai-yang

“…A new service-oriented process pattern——smartflow as well as the just-in-time construction of smartflow was proposed.Firstly,smartflow description framework（SfDF）,which was the semantic description cornerstone of smartflow, was put forward.Based on the SfDF,satisfied Web services were discovered.The smartflow model was constructed by using a algorthim based on traveling salesman problem.The feasibility of the method proposed is verified in smart travel platform.…”
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Modelling Associative-Semantic Content as Regards the Logic-of-Semantics Dimension of the Adolescents’ Speech by Наталя Токарева

“…In this context, the purposeful formation of speech and mental competences of an individual, the acquisition by adolescents of efficient methods of the logic-of-semantics organization of the associative semantic content of speech is defined as a necessary prerequisite for the personality development, as well as that for the speech and mental development of an individual.…”
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