Within- and cross-language semantic effects on oral word translation with a word flanker paradigm by Yong Zhang, Ziqian Yu, Jieyang Yu, Qianyu Ye, Yan Jing Wu

“…The target-flanker relations were manipulated as a function of semantic relatedness (identical, related and unrelated) and language congruency (congruent and incongruent). …”
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Object based Markov random field model for hierarchical semantic segmentation of remote sensing imagery by Jun Wang, Chen Zheng, Haoyu Fu, Yili Zhao, Qinling Dai, Xin Huang, Junfeng Xie, Leiguang Wang

“…For the second challenge, we devised an innovative spatial energy function that effectively enforces hierarchical predictions and dynamically regulates boundary smoothness by evaluating spectral dissimilarities among neighboring objects. …”
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Marine object detection in forward-looking sonar images via semantic-spatial feature enhancement by Zhen Wang, Zhen Wang, Jianxin Guo, Shanwen Zhang, Nan Xu

“…Furthermore, we adopt the Wise-IoUv3 loss function to mitigate the issue of class imbalance within marine sonar datasets and stabilize the model training process. …”
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Toward Sustainable Agriculture: DPA-UNet for Semantic Segmentation of Landscapes Using Remote Sensing Imagery by J. Kavipriya, G. Vadivu

“…Particularly in agricultural contexts where exact delineation of land cover types is vital for resource management and planning, semantic segmentation is a key technique for high-resolution image interpretation. …”
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SSMM-DS: A semantic segmentation model for mangroves based on Deeplabv3+ with swin transformer by Zhenhua Wang, Jinlong Yang, Chuansheng Dong, Xi Zhang, Congqin Yi, Jiuhu Sun

“…Finally, we optimized the loss function by combining cross-entropy loss and dice loss, addressing the issue of sampling imbalance caused by the small areas of mangroves. …”
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KG4Py: A toolkit for generating Python knowledge graph and code semantic search by Lu Liang, Yong Li, Ming Wen, Ying Liu

“…In this paper, we present a toolkit (KG4Py) for generating a knowledge graph of Python files in GitHub repositories and conducting semantic search with the knowledge graph. In KG4Py, we remove all duplicate files in 317 K Python files and perform static code analyses of these files by using a concrete syntax tree (CST) to build a code knowledge graph of Python functions. …”
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Abbreviated Chinese Words of Coronavirus Era with a Structural-Semantic Component ‘in a Cloud Format’ by Xiaoge Li

“…The need to study the mechanism of the emergence of such words in order to determine their linguistic status and establish the specifics of their functioning in speech determines the relevance of this study. 15 abbreviated words built according to the “云xx” model were analyzed, naming current events in the life of Chinese society in the era of coronavirus. …”
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Measuring Semantic Relatedness between Flickr Images: From a Social Tag Based View by Zheng Xu, Xiangfeng Luo, Yunhuai Liu, Lin Mei, Chuanping Hu

“…In this paper, we aim at measuring the semantic relatedness of Flickr images. Firstly, four information theory based functions are used to measure the semantic relatedness of tags. …”
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Comparison as a method for explication of the semantic structure of concepts (taking the image of a child as an example) by S.K. Alfalke, N.A. Iliukhina

“…The functioning of the image of a child/children in Russian comparative constructions is analyzed as a means of figurative description of adults by analogy with children. …”
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Value-semantic component of the psychological and pedagogical culture of the personality of students from psychological and pedagogical classes by N. V. Grebennikova

“…One of the results of the functioning of psychological and pedagogical classes is the development of psychological and pedagogical culture, which is identified within the framework of pedagogical science. …”
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Practical deployment and validation of an IoT based semantic interoperability approach for industrial interoperability in smart manufacturing by Patricia Abril-Jimenez, Diego Carvajal-Flores, Leire Bastida, Ana Moya, María Fernanda Cabrera-Umpierrez

“…Validation used a structured framework that evaluated functionality, integration, process improvement, human factors, and worker acceptance. …”
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Familiar Music Reduces Mind Wandering and Boosts Behavioral Performance During Lexical Semantic Processing by Gavin M. Bidelman, Shi Feng

“…Music has been shown to increase arousal and attention and even facilitate processing during non-musical tasks, including those related to speech and language functions. Mind wandering has been studied in many sustained attention tasks. …”
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The effect of positive and negative mood induction on working, autobiographical, and semantic memory in people with maladaptive perfectionism by Fatemeh Ghaedi, Azam Davoodi, Ghasem Naziri, Siamak Samani

“…Background: One of the important cognitive functions is memory. Memory is the process by which information is encoded, stored, and recalled later. …”
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Formes et valeurs du passif en tamazight by Mustapha Tidjet

“…We will, within the framework of this contribution, try to remedy it by explaining the semantic and functional values ​​of each of these forms. …”
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An Ontology-Based Framework for Complex Urban Object Recognition through Integrating Visual Features and Interpretable Semantics by Xiao Xie, Xiran Zhou, Jingzhong Li, Weijiang Dai

“…Eventually, we apply a probabilistic belief network (PBN) to probabilistically represent the relationships between low-level data features and high-level semantics, as well as a modified TanH function is used to optimize the recognition result. …”
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Metaphorical Space of Emotions in Russian: Structure and Cognitive Strategies of Modeling by L. G. Babenko, M. A. Romanova

“…It was established that the processes of enriching the emotive vocabulary with metaphorical meanings are most active within the functional-semantic classes related to emotional impact and the formation of emotional states. …”
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José Saramago's relationship with dictionaries by José Barbosa Machado

“…José Saramago includes in his works a series of comments about the dictionaries that he consulted in his writing work whenever he had a doubt about a word or expression that he intended to use. Dictionaries function as lexicographic and semantic authorities. …”
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Onomatopoeia in German Verb Suffixes by Paloma Sánchez Hernández

“…This article falls within the framework of lexical semantics and word formation and includes a theoretical framework and an empirical study based on a literary corpus. …”
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Mismatch Negativity Unveils Tone Perception Strategies and Degrees of Tone Merging: The Case of Macau Cantonese by Han Wang, Fei Gao, Jingwei Zhang

“…Methods: Specifically, this study combined assessments of cognitive functions, an AX discrimination task, and electroencephalography (EEG) to investigate the discrimination results and real-time processing characteristics of native Macau Cantonese speakers perceiving three pairs of similar tones. …”
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The Irony in Supplications: A Study in Structural Semantics The structural irony, the irony of conception or visualization and the gestural irony by MohammadHosein Kakoei, Abbas Ganjali

“…The irony comes in different forms and multiple patterns, according to the amount of influence, how it is formed, sides of paradox, appearance and meaning, creator's point of view, function of paradox in presenting image and meaning, etc. …”
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