A Complete System for Automated Semantic–Geometric Mapping of Corrosion in Industrial Environments by Rui Pimentel de Figueiredo, Stefan Nordborg Eriksen, Ignacio Rodriguez, Simon Bøgh

“…We leverage recent advances in three-dimensional (3D) point-cloud-based methods for localization and mapping, with vision-based semantic segmentation deep learning techniques, in order to build semantic–geometric maps of industrial environments. …”
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Grammar or Crammer? The Role of Morphology in Distinguishing Orthographically Similar but Semantically Unrelated Words by Gokhan Ercan, Olcay Taner Yildiz

“…We define two evaluation tasks—unrelatedness identification and relatedness classification—to test semantic models. …”
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Monitoring Pine Wilt Disease Using High-Resolution Satellite Remote Sensing at the Single-Tree Scale with Integrated Self-Attention by Wenhao Lv, Junhao Zhao, Jixia Huang

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Psychological aspects of the translation of colloquial and everyday vocabulary by Ernest E. Ivashkevych

“…It was proved that English translation would be a complete replacement of the original and communicative interpreter’s identification in the original text according to functional, structural and semantic plans. …”
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A method for feature division of Soccer Foul actions based on salience image semantics. by Jianming Wang, Lifeng Li

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Types of Lexical Sets in Structural-Semantic, Cognitive-Discursive and Lexicographic Coverage: Dynamics of Interpretations by L. G. Babenko

“…The dynamics of understanding lexical sets in theoretical and practical aspects over the past 50 years is provided, highlighting the main stages of their identification, study and interpretation features in the light of various scientific approaches: structural-semantic, functional-linguistic, cognitive-discourse, lexicographic, determining the system of principles of their identification, formation of the composition and description of the structural organization. …”
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MFA-SCDNet: A Semantic Change Detection Network for Visible and Infrared Image Pairs by Xingyu Li, Jiulu Gong, Jianxiong Wen, Zepeng Wang

“…To address this issue, we propose a Modal Feature Analysis Semantic Change Detection Network (MFA-SCDNet), a novel framework that analyzes cross-modal features for change identification. …”
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Event Type and Relationship Extraction Based on Dependent Syntactic Semantic Augmented Graph Networks by Min Zuo, Zexi Song, Qingchuan Zhang, Yueheng Liu, Di Wu, Yuanyuan Cai

“…This enables more accurate identification of trigger words and their contextual links, thereby enhancing the text’s semantic representation. …”
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Evaluation of the Effectiveness of the UNet Model with Different Backbones in the Semantic Segmentation of Tomato Leaves and Fruits by Juan Pablo Guerra Ibarra, Francisco Javier Cuevas de la Rosa, Julieta Raquel Hernandez Vidales

“…Timely identification of crop conditions is relevant for informed decision-making in precision agriculture. …”
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Consistency Regularization for Semi-Supervised Semantic Segmentation of Flood Regions From SAR Images by G. Savitha, S. Girisha, Pundarika Sughosh, Dasharathraj K. Shetty, Jayaraj Mymbilly Balakrishnan, Rahul Paul, Nithesh Naik

“…For this reason, the present study aims to develop a semi-supervised semantic segmentation algorithm for accurate flood region delineation in SAR data. …”
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MISGNet: A Multilevel Intertemporal Semantic Guidance Network for Remote Sensing Images Change Detection by Binge Cui, Chenglong Liu, Haojie Li, Jianzhi Yu

“…The precise identification of semantic changes in remote sensing images is of great significance in the domains of urban planning and disaster assessment. …”
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Building Envelope Thermal Anomaly Detection Using an Integrated Vision-Based Technique and Semantic Segmentation by Shayan Mirzabeigi, Ryan Razkenari, Paul Crovella

“…Consequently, an automatic thermal anomaly identification workflow from visible and thermal images was developed to test it, utilizing segmented building envelope information compared to a workflow without any semantic segmentation. …”
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Tradition in the Post- Traditional World: National Literature as Experience of Prolongation by Kazbek K. Sultanov

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Semantic Topic Modeling of Aviation Safety Reports: A Comparative Analysis Using BERTopic and PLSA by Aziida Nanyonga, Keith Joiner, Ugur Turhan, Graham Wild

“…Aviation safety analysis increasingly relies on extracting actionable insights from narrative incident reports to support risk identification and improve operational safety. Topic modeling techniques such as Probabilistic Latent Semantic Analysis (pLSA) and BERTopic offer automated methods to uncover latent themes in unstructured safety narratives. …”
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Building a semantically annotated corpus for chronic disease complications using two document types. by Noha Alnazzawi

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Automatic Gender Identification from Text by Vladimir Younkin, Marina Litvak, Irina Rabaev

“…Our experiments reveal that the best-performing model achieves an accuracy above <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><mn>90</mn><mo>%</mo></mrow></semantics></math></inline-formula>, highlighting the potential of computational methods to uncover stylistic and linguistic markers tied to gender. …”
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Inveestigating the Potential and Foundations of Pilgrimage Rituals Based on the Understanding of the Semantic System of the Participants in the Arbaeen Walk by rezadost karim, marziyeh shahryari

“…Data analysis in open coding led to the identification of main factors, components and sub-components. …”
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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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Ensuring Semantic Consistency in SysML v2 Models Through Metamodel-Driven Validation by Eduardo Cibrian, Jose Olivert-Iserte, Carlos Diez-Fenoy, Roy Mendieta, Juan Llorens, Jose Maria Alvarez-Rodriguez

“…By defining validation rules derived from this metamodel, the method facilitates automated detection of structural and semantic inconsistencies. A practical case study validates the method on SysML v2 models of aerospace, automotive, and software development domains, demonstrating the systematic identification and resolution of errors. …”
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Typology of Words and Constructions with a High Degree of Meaning by E. R. Ioanesyan

“…The relevance of the study is due to the fact that the study of models of the formation of the value of intensity is in line with modern research on the study of semantic evolution, the construction of a typology of semantic transitions, the identification of the features of the picture of the world of different languages, the creation of explanatory models of the language.…”
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