Propositional-Semantic Organization of Same-Root Word Families with Top Components <i>otets</i><i>, </i><i>papa</i> in Russian Language (on Material of Lexicographic Sources) by A. V. Proskurina

“…Reference to lexicographic works and application of the method of propositional-frame modeling allow, firstly, to establish a set of same-root lexemes, united by the vertices otets , papa ; secondly, to determine the semantic volume and word-formation capabilities of the vertex components otets , papa ; thirdly, to trace the features of the implementation of multidimensional semantics of the vertex components otets , papa in the semantic structure of same-root derived lexemes within the boundaries of the considered families through identification of propositional structures. …”
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Keypoint-Based Bee Orientation Estimation and Ramp Detection at the Hive Entrance for Bee Behavior Identification System by Tomyslav Sledevič, Artūras Serackis, Dalius Matuzevičius, Darius Plonis, Darius Andriukaitis

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Advancing Author Gender Identification in Modern Standard Arabic with Innovative Deep Learning and Textual Feature Techniques by Hanen Himdi, Khaled Shaalan

“…Author Gender Identification (AGI) is an extensively studied subject owing to its significance in several domains, such as security and marketing. …”
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Parcel-scale crop planting structure extraction combining time-series of Sentinel-1 and Sentinel-2 data based on a semantic edge-aware multi-task neural network by Zhiguang Tang, Xiangdong Wang, Qin Jiang, Haizhu Pan, Gang Deng, He Chen, Yuanhong You, Sijia Li, Haiyan Hou

“…This study proposes a parcel-scale remote sensing methodology for agricultural cultivation pattern extraction to address the classification inaccuracies observed in previous crop planting structure identification studies. Specifically, a novel semantic edge-aware multi-task neural network (SEANet) is first employed to delineate agricultural land parcel boundaries precisely. …”
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Identification of Fake Comments in E-Commerce Based on Triplet Convolutional Twin Network and CatBoost Model by Juanjuan Peng

“…To promote the development of e-commerce, a false comment recognition model based on triplet convolutional twin network and CatBoost model is proposed. Key semantic features are refined from the perspective of semantic similarity through triplet convolutional twin networks. …”
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Incidences sémantiques de la suffixation sur la réduplication verbale en wolof by Augustin NDIONE

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YOLO-SUMAS: Improved Printed Circuit Board Defect Detection and Identification Research Based on YOLOv8 by Ying Tang, Runhao Liu, Sheng Wang

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A derecho climatology (2004–2021) in the United States based on machine learning identification of bow echoes by J. Li, A. Geiss, Z. Feng, L. R. Leung, Y. Qian, W. Cui, W. Cui

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Religious and Moral Ideal in Modern Hagiographic Texts: Linguistic Characteristics by E. G. Dmitrieva

“…The author focuses on the semantics and functioning of the vocabulary of emotions in these texts. …”
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A Topology Identification Strategy of Low-Voltage Distribution Grids Based on Feature-Enhanced Graph Attention Network by Yang Lei, Fan Yang, Yanjun Feng, Wei Hu, Yinzhang Cheng

“…This paper proposes a topology identification strategy for LVDGs based on a feature-enhanced graph attention network (F-GAT). …”
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A Natural Language-Based Automatic Identification System Trajectory Query Approach Using Large Language Models by Xuan Guo, Shutong Yu, Jinxue Zhang, Huanyu Bi, Xiaohui Chen, Junnan Liu

“…Firstly, trajectory textualization was designed to convert the time sequences of trajectories into semantic descriptions by segmenting AIS trajectories, extracting semantics, and constructing trajectory documents. …”
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A Multisource Dynamic Fusion Network for Urban Functional Zone Identification on Remote Sensing, POI, and Building Footprint by Hangfeng Qiao, Huiping Jiang, Gang Yang, Faming Jing, Weiwei Sun, Chenyang Lu, Xiangchao Meng

“…However, there are two challenges for the UFZ identification. On one hand, the UFZ is closely related to buildings, and most current methods lack an in-depth understanding of building semantics. …”
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Specifics of Brand as Linguocultural Unit (Tula Text of Culture) by G. V. Tokarev

“…The semantic and pragmatic features of the brand as a linguocultural unit are described. …”
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Self-Supervised Learning with Trilateral Redundancy Reduction for Urban Functional Zone Identification Using Street-View Imagery by Kun Zhao, Juan Li, Shuai Xie, Lijian Zhou, Wenbin He, Xiaolin Chen

“…These pre-trained models were then fine-tuned using supervised data with semantic labels (17,600 images from BIC_GSV and 12,871 from BEAUTY) for the final classification task. …”
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Automated Identification and Analysis of Cracks and Damage in Historical Buildings Using Advanced YOLO-Based Machine Vision Technology by Kui Gao, Li Chen, Zhiyong Li, Zhifeng Wu

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Identification of NAPL Contamination Occurrence States in Low-Permeability Sites Using UNet Segmentation and Electrical Resistivity Tomography by Mengwen Gao, Yu Xiao, Xiaolei Zhang

“…Taking an industrial site in Shanghai as the research object, we collected apparent resistivity data using the WGMD-9 system, obtained resistivity profiles through inversion imaging, and constructed training sets by generating contamination labels via K-means clustering. A semantic segmentation model with skip connections and multi-scale feature fusion was developed based on the UNet architecture to achieve automatic identification of contaminated areas. …”
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Dynamic taxonomy generation for future skills identification using a named entity recognition and relation extraction pipeline by Luis Jose Gonzalez-Gomez, Sofia Margarita Hernandez-Munoz, Abiel Borja, Fernando A. Arana-Salas, Jose Daniel Azofeifa, Jose Daniel Azofeifa, Julieta Noguez, Patricia Caratozzolo, Patricia Caratozzolo

“…The RE model subsequently achieved a best micro-F1 score of 82.2% for accurately classifying semantic relationships between these entities at epoch 1,009. …”
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Fast Search Using <i>k</i>-<i>d</i> Trees with Fine Search for Spectral Data Identification by YoungJae Son, Tiejun Chen, Sung-June Baek

“…Spectral identification is an essential technology in various spectroscopic applications, often requiring large spectral databases. …”
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Model Identification and Transferability Analysis for Vehicle-to-Grid Aggregate Available Capacity Prediction Based on Origin–Destination Mobility Data by Luca Patanè, Francesca Sapuppo, Gabriele Rinaldi, Antonio Comi, Giuseppe Napoli, Maria Gabriella Xibilia

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Citizenship as a Russian Ideological Constant by Alla B. Denisova

“…Citizenship is one of those concepts whose content defines the relationship between an individual and his state and nation. Civil identification is directly related to the self-identification of a person. …”
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