Toward the Development of Large-Scale Word Embedding for Low-Resourced Language by Shahzad Nazir, Muhammad Asif, Shahbaz Ahmad Sahi, Shahbaz Ahmad, Yazeed Yasin Ghadi, Muhammad Haris Aziz

“…Word embedding is possessed by Natural language processing as a key procedure for semantically and syntactically manipulating the unlabeled text corpus. …”
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Measurement and influencing factors of urban waterfront street vitality from the perspectives of behavior and perception by Xiang Ji, Yao Fu, Jiaxuan Shi, Haixiao Liu

“…Using the Hunhe Waterfront Streets in Shenyang as a case study, this research employed Baidu heatmap data and the Semantic Differential method to assess both the behavioral and perceived vitality of the area. …”
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DGFEG: Dynamic Gate Fusion and Edge Graph Perception Network for Remote Sensing Change Detection by Shengning Zhou, Genji Yuan, Zhen Hua, Jinjiang Li

“…Second, a dynamic gate fusion module is introduced to dynamically weight and fuse the concatenated and differential features obtained by the encoder, enhancing the semantic representation of actual building change regions. …”
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Availability, accessibility and activation of mental health services among university students in Africa: a protocol of a mixed-methods systematic review with meta-analysis and met... by Hesborn Wao, Melvin A Wao, Ian Muriithi, Paul Seraii, Jackline Syonguvi

“…This mixed-methods systematic review, including meta-analysis and meta-synthesis, will explore: what mental health services are available to university students; the extent to which students access available services and factors associated with service access; and the degree to which students activate (use) accessible services and factors associated with service activation.Methods and analysis We will conduct electronic literature search of the following databases: PubMed, Cochrane Library, Semantic Scholar, ERIC, Trip Database, Medline and PsycINFO. …”
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An annotated high-content fluorescence microscopy dataset with EGFP-Galectin-3-stained cells and manually labelled outlineszenodo by Salma Kazemi Rashed, Malou Arvidsson, Rafsan Ahmed, Sonja Aits

“…Outlines were labelled by three annotators, who had high inter-annotator agreement between them and with a biomedical expert, who labelled some of the objects for comparison and reviewed a subset of the labels, making minor corrections as needed.The dataset comprises over 2200 annotated cell objects in total, making it sufficient in size to train high-performing neural networks for instance or semantic segmentation. Labels can also easily be converted to boxes for object detection tasks. …”
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A comprehensive environmental index for monitoring ecological quality of typical alpine wetlands in Central Asia by Jiudan Zhang, Junli Li, Changming Zhu, Anming Bao, Amaury Frankl, Philippe De Maeyer, Tim Van de Voorde

“…This study employed a deep-learning semantic segmentation model to map the structural changes of the Bayanbulak alpine wetland using Landsat imagery from 1977 to 2022. …”
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Object-Level Contrastive-Learning-Based Multi-Branch Network for Building Change Detection from Bi-Temporal Remote Sensing Images by Shiming Li, Fengtao Yan, Cheng Liao, Qingfeng Hu, Kaifeng Ma, Wei Wang, Hui Zhang

“…First, we design a multi-head decoder to separately extract more distinguishable building change features and auxiliary semantic features from bi-temporal images, effectively leveraging building-specific priors. …”
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FTA-Net: Frequency-Temporal-Aware Network for Remote Sensing Change Detection by Taojun Zhu, Zikai Zhao, Min Xia, Junqing Huang, Liguo Weng, Kai Hu, Haifeng Lin, Wenyu Zhao

“…First, it has a two-branch Transformer-INN feature extractor using a Lite-Transformer that utilizes remote attention for low-frequency global features, and a invertible neural network that focuses on extracting high-frequency local information. The semantic information and details of the object in both high-frequency and low-frequency feature maps are further strengthened by fusing the high-frequency local features and low-frequency global representations. …”
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Pakanta in the Lithuanian Worldview by Irena Smetonienė

“…In media texts, the semantic aspects of intolerance—nepakanta—are particularly emphasised. …”
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Analyzing Urban Parks for Older Adults’ Accessibility in Summer Using Gradient Boosting Decision Trees: A Case Study from Tianjin, China by Haobo Zhao, Gang Feng, Wei Zhao, Yaxin Wang, Fei Chen

“…Additionally, the visual indexes of the spatial syntax are analyzed with Depthmap 10, the sunlight conditions are analyzed with the Tangent model, and some other spatial factors, such as the green space ratio and the hard ground ratio, are calculated according to the semantic segmentation of the 360-degree panoramic view photo from the center of every area. …”
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ANTHROPOLOGICAL DIMENSIONS OF PRAGMATISM AND PERSPECTIVES OF SOCIO-HUMANITARIAN REDESCRIPTION OF ANALYTIC METHODOLOGY by A. S. Synytsia

“…Justifying its dependence on the socio-cultural sphere and the internal intentions of the subject, it is possible to develop an effective logical theory that operates symbols not only at the syntactic or semantic level but also takes into account the pragmatic aspect of language. …”
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WORDS ARE LIFE. WRITTEN MEMORIES IN THE HOSPICE EXPERIENCE: A QUALITATIVE STUDY by Pieralba Chiarlone, Silvio Giono-Calvetto, Flavia Lena, Gaetano Giuseppe Saita, Roberta Maci, Giovanni Moruzzi, Salvatore Bonanno

“…Conclusions The blank pages inside the diaries allowed patients and caregivers to express their subjectivity in relation to profound experiences such as illness and death, with absolute stylistic and semantic freedom. This work is only the beginning of a journey of interpretation of the texts, but, despite all the limitations, we believe that provides an unusual image of the hospice experience.…”
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I. KANT, T. PARSONS AND POSTPOSITIVISM IN SOCIAL THEORY by Zenonas Norkus

“…These synonyms are interpreted in the article as a semantic symptom of the traditionally peculiar relations of sociology with other social sciences and philosophy. …”
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Multiplex Network Embedding Model with High-Order Node Dependence by Nianwen Ning, Qiuyue Li, Kai Zhao, Bin Wu

“…Through these two phases, we can achieve the disentangled representation of node attributes, which can be treated as fined-grained semantic dependence on the topology of each layer. …”
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Public administration bodies in the sphere of health protection of Ukraine by Pravylo О.

“…During the research, the following methods of scientific knowledge were used: logical-semantic, comparative-legal, system-structural and statistical, analysis and synthesis. …”
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Time Course of Brain Activity Changes Related to Number (Quantity) Processing Triggered by Digits Versus Number Words: An Event-Related Potential (ERP) Study by Peter Walla, Philipp Klimovic

“…Strings of letters that form meaningful words trigger lexical and semantic processing, which in turn lead to conscious awareness of what the words mean. …”
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Empirical Study on Emotional Perception and Restorative Effects of Suzhou Garden Landscapes: Text Mining and Statistical Analysis by Zhenyu Zhang, Xiaomeng Wang, Mu Jiang

“…We utilized the ROST CM6 software for high-frequency word extraction, semantic network analysis, and sentiment analysis to reveal the emotional perceptions of the public towards these gardens. …”
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Tinjauan literatur sistematis kepemimpinan terdistribusi di sekolah: mengeksplorasi dampak di lapangan by Heni Afrianti, Sudarwan Danim, Manap Somantri, Asti Putri Kartiwi

“…Pengumpulan dan analisis data menggunakan metode PRISMA dengan meninjau berbagai penelitian yang relevan dari database Scopus dan Semantic Sholar periode tahun 2019-2024, kriteria inklusif dan eksklusi juga disertakan. …”
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The suffix -ee: history, productivity, frequency and violation of stress rules by Ives Trevian

“…ˈbootˌlegger, ˈteenˌager) or semantically transparent formations with a prefix (e.g. …”
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Administrative and Legal Principles of Interaction of Customs Posts of the State Fiscal Service of Ukraine with Other State Authorities and Citizens of Ukraine by O. V. Sidorenko

“…The totality of both general scientific and special methods of scientific cognition made it possible to achieve the goal and objectives of the study. The logical and semantic method has assisted to clarify the essence of the concepts of “interaction” and “interaction of customs agencies with other state authorities”. …”
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