Risk assessment of autonomous vehicle based on six-dimensional semantic space by Yanan CHEN, Ang LI, Dan WU

“…To address the problems of inadequate extraction of risk elements and low robustness of risk scenario assessment in autonomous vehicles, a risk assessment framework based on six-dimensional semantic space was proposed, which included risk element extraction based on six-dimensional semantic space and risk scenario assessment based on knowledge graph.Formerly, the semantic space was constructed with RGB and IR data mapped, and rich features were extracted using inter-modal correlations for explicit and potential risk elements.Subsequently, risk elements were distilled into a knowledge graph by semantic role annotation and entity fusion, and an inference method was designed by combining node completion and risk level function for accurate risk assessment.Simulations show that the proposed method surpasses current MSMatch and iSQRT-COV-Net in accuracy, false/missed alarm rate, and processing time.…”
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THE STRUCTURAL-SEMANTIC MODELS OF PHRASEOLOGICAL UNITS WITH THE COMPONENT “WATER” IN THE RUSSIAN LANGUAGE by Talantвek kyzy Sezim, Мukambetova А.

“…This article is dedicated to the analysis of the structural-semantic models of phraseological units with the component "water" in the Russian language. …”
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Cumulative semantic interference is blind to morphological complexity and originates at the conceptual level. by Anna-Lisa Döring, Rasha Abdel Rahman, Pienie Zwitserlood, Antje Lorenz

“…A separate analysis showed that this facilitation effect can be predicted by the individuals' effect sizes of cumulative interference, suggesting a strong functional link between the two effects. Our results thus point to a conceptual-semantic origin of cumulative semantic interference.…”
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Semantic Representation of Social and Role Identification in Subject Self-Organization of Personality by Сергій Дьяков

“…Psycholinguistic scales of semantic constructs are highlighted of the psychic (functional and motivational) and activity (professional, business, and creative) levels of subjectivity are distinguished. …”
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Semantic Modeling for SNPs Associated with Ethnic Disparities in HapMap Samples by HyoYoung Kim, Won Gi Yoo, Junhyung Park, Heebal Kim, Byeong-Chul Kang

“…To analyze the biologically functional implications for ethnicity-specific SNPs, we focused on constructing a semantic network model. …”
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Toward Data Systems That Are Business Semantic Centric and AI Agents Assisted by Cecil Pang

“…Validated through real-world implementation, BSDS accelerates time-to-market for data-driven initiatives, enhances cross-functional collaboration, and provides a scalable blueprint for businesses of all sizes. …”
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SGF-SLAM: Semantic Gaussian Filtering SLAM for Urban Road Environments by Zhongliang Deng, Runmin Wang

“…Furthermore, we present a map update function, which is aimed at updating areas occluded by dynamic objects by using semantic information. …”
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Syntactic and semantic variations in negative interrogatives: Contracted vs. uncontracted forms by Khalsiah Khalsiah, Burhanuddin Yasin, Muhammad Yusuf, Fatmawati Fatmawati

“…This research contributes to the understanding of how negative interrogatives function in English, revealing the nuanced ways in which they impact communication and interpretation.…”
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Semantic Structure of Concept «Macht» in German Cultural Studies: Psycholinguistic Aspect by Olesia Skliarenko

“…The article reveals some peculiarities of semantic structure of concept «MACHT» functioning in German cultural studies. …”
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A novel deep learning approach to field-road semantic segmentation by Bei Wang, Wenze Wang

“…The developed AI approach integrates transformer and semantic technologies to create an advanced semantic encoder that generates high-quality semantic prior maps and associated mask features. …”
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ITT: Long-Range Spatial Dependencies for Sea Ice Semantic Segmentation by Javier Noa Turnes, Mingzhe Jiang, Saeid Taleghanidoozdoozan, Linlin Xu, David A. Clausi

“…In addition, ITT incorporates a novel loss function, including a pixel-based term that guides the semantic segmentation and a region-based term that promotes region-consistent feature maps, increasing the classifier confidence and improving the predictions along object boundaries. …”
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Sound-Color and Phono-Semantic Analysis of Literary Poetic Text by Synesthets by Мariya Elivanova

“…We revealed that synesthets have different capabilities of sound-color analysis of a literary poetic text that manifest individual and typological specifics of sound-color capability. 2 (16.7%) of examined respondents who have artistic type of higher nervous function with its high potential color-sound language system are good at intuitive phono-semantic analysis of a poetic text. …”
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Robust Infrared–Visible Fusion Imaging with Decoupled Semantic Segmentation Network by Xuhui Zhang, Yunpeng Yin, Zhuowei Wang, Heng Wu, Lianglun Cheng, Aimin Yang, Genping Zhao

“…Additionally, we design a refined loss function that employs the decoupling network to constrain the pixel distributions in the fused images and produce more-natural fusion images. …”
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The pig pose recognition method based on pig body semantic segmentation by Nuonan Huang, Deli Zhu, Liang He, Yi Li

“…Furthermore, the Mish activation function is introduced to improve training stability and accelerate convergence. …”
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Functions of Compounding in German Translation of Vladimir Nabokov’s “King, Queen, Knave”: A Comparative Analysis with Russian and English Versions by A. V. Melgunova

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Flow-Based Community Search Approach for Functionally Cohesive Building Group Recognition: A Case Study on Commercial Complexes by Taiyang Yang, Pengxin Zhang, Daozhu Xu, Pengcheng Liu, Min Yang

“…Traditional methods rely heavily on geometric information and often overlook the functional and semantic coherence of buildings, leading to their incorrect recognition. …”
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Semantic deviation in actual use of the senses (Contemporary Poetry of Iran and Iraq) by reza kiani

“…This means that, the five senses leave its usual functions to odd jobs intersect logically familiar with its functions to achieve what he wants from the poet purposes unable to deliver normal installation.From this standpoint, This article pays to the survey and annotation the term of "Synesthesia" as one of the instruments of "semantic deviation" in Contemporary Poetry of Iran and Iraq.The questions that arise here and try to answer them, are summarized as follows: How used both Poets of Iran and Iraq the Correspondance technique in their poetry?…”
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EXPLORING THE SEMANTIC SIGNIFICANCE OF LEXICON IN EBEG TRADITIONAL ART OF KEBUMEN REGENCY by Nur Indah Octaviani, Nur Fateah

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Global Semantic Classification of Fluvial Landscapes with Attention-Based Deep Learning by Patrice E. Carbonneau

“…Rivers occupy less than 1% of the earth’s surface and yet they perform ecosystem service functions that are crucial to civilisation. Global monitoring of this asset is within reach thanks to the development of big data portals such as Google Earth Engine (GEE) but several challenges relating to output quality and processing efficiency remain. …”
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Semantic Typology Pandemic Vocabulary: Covid Neologisms in English, French and German by N. A. Voskresenskaya, O. O. Gulik, T. S. Malysheva

“…The novelty of the study lies in a comparative approach to the analysis of nomination processes and in determining the dominant areas of semantic attraction in these linguistic cultures. The elements that have shown the greatest productivity and stable functioning are singled out. …”
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