The New Approach Research on Singing Voice Detection Algorithm Based on Enhanced Reconstruction Residual Network by Lilin Liu

“…Because the high-resolution network has parallel subnetworks with different resolutions, it also has original resolution representations and multiple low-resolution representations, avoiding information loss caused by serial network downsampling effects and repeating multiple feature fusions to generate new semantic representations, allowing for the learning of comprehensive, high-precision, and highly abstract features. …”
Get full text

English Law Terms: Optimizing Education Process by A. G. Anisimova, M. A. Arkhipova

“…Within a terminological system, it is possible to seta hierarchy of generic and specific terms that can form the so-called semantic field. One of the features demonstrating the systemic links within a terminology is the existence of some typical structural models, according to which terms are coined. …”
Get full text

Fusion-Decomposition Pan-Sharpening Network With Interactive Learning of Representation Graph by Yunxuan Tang, Xue Wang, Peng Liu, Tong Li

“…These modules construct a representational graph structure for cross-modal feature communication, generating a global representation that guides the cross-modal semantic aggregation of multispectral and panchromatic data. …”
Get full text

PSYCHOLOGICAL GUIDING OF STUDENTS’ INDIVIDUAL EDUCATIONAL TRAJECTORIES IN VOCATIONAL SCHOOL by Evald F. Zeer, Oksana S. Popova

“…The authors single out and summarize the methodological background necessity of psychological guiding process of the development and implementation of individually-oriented professional education. The semantic value of such guiding implementation developed by the authors performs structural and substantial model of the process. …”
Get full text

ChatGPT Versus Modest Large Language Models: An Extensive Study on Benefits and Drawbacks for Conversational Search by Guido Rocchietti, Cosimo Rulli, Franco Maria Nardini, Cristina Ioana Muntean, Raffaele Perego, Ophir Frieder

“…Large Language Models (LLMs) are effective in modeling text syntactic and semantic content, making them a strong choice to perform conversational query rewriting. …”
Get full text

INSPIRE Datahub: A Pan-African Integrated Suite of Services For Harmonising Longitudinal Population Health Data Using OHDSI Tools. by Bhattacharjee, Tathagata, Kiwuwa-Muyingo, Sylvia, Kanjala, Chifundo, Maoyi, Molulaqhooa L., Amadi, David, Ochola, Michael, Kadengye, Damazo, Gregory, Arofan, Kiragga, Agnes, Amelia, Taylor, Greenfield, Jay, Slaymaker, Emma, Todd, Jim, INSPIRE Network8

“…The datahub supports the implementation of OMOP CDM across data producers, harmonizing source data semantically with standard vocabularies and structurally conforming to OMOP table structures. …”
Get full text

The Role of Interpersonal Relationships in Adolescents' Suicidal Behavior: A Qualitative Analysis of Semi-Structured Interviews by N.A. Polskaya, D.K. Yakubovskaya, D.A. Sharova, A.Ya. Basova

“…Content analysis yielded groups of words describing the circumstances of the suicide attempt based on semantic proximity. The following groups emerged (ordered by descending frequency of use): words describing one's psychological state, descriptions of family and relatives, words related to studies, school or college, and descriptions of relationships with peers. …”
Get full text

Hierarchical graph-based integration network for propaganda detection in textual news articles on social media by Pir Noman Ahmad, Jiequn Guo, Nagwa M. AboElenein, Qazi Mazhar ul Haq, Sadique Ahmad, Abeer D. Algarni, Abdelhamied A. Ateya

“…Second, by employing these guidelines, ADMF standardizes the Tri-Channels 3-S (sequence, semantic, and syntactic) layer, enabling effective propaganda detection through related and unrelated information propagation of news representations into a classifier from the existing ProText, Qprop, and PTC datasets, thereby ensuring its availability to the public. …”
Get full text

ThermalGS: Dynamic 3D Thermal Reconstruction with Gaussian Splatting by Yuxiang Liu, Xi Chen, Shen Yan, Zeyu Cui, Huaxin Xiao, Yu Liu, Maojun Zhang

“…We introduce feature encoding and embedding networks to integrate semantic and temporal information into the Gaussian primitives, allowing them to capture dynamic thermal radiation characteristics. …”
Get full text

YOLO-UP: A High-Throughput Pest Detection Model for Dense Cotton Crops Utilizing UAV-Captured Visible Light Imagery by Chenglei Sun, Afizan Bin Azman, Zaiyun Wang, Xiaoxiao Gao, Kai Ding

“…Additionally, the model optimizes the neck design to re-duce semantic discrepancies between feature layers, improving small-target detection, and integrates large-kernel separable convolutions to bolster high-level feature processing. …”
Get full text

Neural correlates of the non-optimal price: an MEG/EEG study by Aleksei Gorin, Elizaveta Kuznetsova, Andrew Kislov, Egor Levchenko, Vasily Klucharev, Victoria Moiseeva, Anna Yurchenko, Alexander Luzhin, Natalia Galkina, Anna N. Shestakova

“…Our results demonstrate that both the brain sources and the timing of the price-related M400 response differed from those of the standard M400 evoked by semantically incongruent words.DiscussionOverall, our results suggest that the N400-like response can serve as a neural marker of price-product incongruity, with potential applications in consumer research.…”
Get full text

Unified Visual-Aware Representations for Data Analytics by Ladislav Peska, Ivana Sixtova, David Hoksza, David Bernhauer, Jakub Lokoc, Tomas Skopal

“…The desired property of the visualizations is the ability to visually encode the semantic features of the original data. Hence, processing of visualizations (images) by generic deep learning models results in deep feature vectors that could be uniformly used in standard data retrieval/analytics tasks. …”
Get full text

If Music is Ongoing Experience, What Might Music Theory Be? . A Suggestion from the Drastic by Christopher F. Hasty

“…If we take experience as essentially predetermined by the musical work or, in cognitivist information processing terms, by rule-governed mechanisms for manipulating internal representations (be these rules syntactic or semantic) we shall not be able to account for the creativity of music and the production of novel meaning. …”
Get full text

Empowerment of volunteer nursing service providers during disasters: A qualitative study by Mostafa Roshanravan, Shandiz Moslehi, Hesam Seyedin

“…After each interview, the text was entered into MAXQDA software version 2020, and semantic units were identified and coded, with codes categorized based on their similarities. …”
Get full text

SwinClustering: a new paradigm for landscape character assessment through visual segmentation by Tingting Huang, Tingting Huang, Bo Huang, Bo Huang, Sha Li, Haiyue Zhao, Xin Yang, Jianning Zhu

“…This approach employs a visual segmentation method to achieve multi-scale clustering, utilizing nine key attributes of landscape elements: altitude, aspect, geology, landcover, landform, relief, slope, soil, and vegetation. By extracting semantic features through the GIS-aware Swin Transformer backbone network and leveraging the Feature Pyramid Decoder for segmentation clustering, SwinClustering offers a comprehensive analysis of landscape characteristics. …”
Get full text

Evaluating the feasibility of automating dataset retrieval for biodiversity monitoring by Alexandre Fuster-Calvo, Sarah Valentin, William C. Tamayo, Dominique Gravel

“…Additionally, we applied the same appraoch on a scientific literature source, using data from Semantic Scholar for reference. Our evaluation centers on the database utilized by a national biodiversity monitoring system in Quebec, Canada. …”
Get full text

LOGINIŲ ŽINOJIMO PAGRINDŲ ANALIZĖ G. FREGE’S FILOSOFIJOJE by Nijolė Aukštuolytė

“…By relating the sense and the meaning to the sentence structure Frege directs logical analysis towards semantic problems. These G. Frege’s ideas influenced further attempts of philosophers to study the potentialities of our cognition within the range of meaningful language. …”
Get full text

Modern trends and conceptual approaches to understanding the essence of the concept of “national security” by Yu. O. Zahumenna

“…In the context of existing scientific approaches, modern trends that dictate the semantic load of the concept of “national security” have been considered. …”
Get full text

Development of a Brief Assessment Tool to Evaluate Early Low Nutrition Risk in Community Elderly: Creation of the Tool and Examination of Its Reliability and Criterion-related Vali... by Shoji Shinkai, Miki Narita, Hiroshi Murayama, Akihiko Kitamura, Yoshinori Fujiwara

“…Results: Finally, we obtained a semantic coherence of four factors (named health beliefs, dietary status, physical activity, and food-related quality of life) totaling 13 items; confirmatory factor analysis of the four-factor solution yielded good model fit values, χ2 (59) = 275.4 (P < 0.001), comparative fit index = 0.930, and root mean square error of approximation = 0.056. …”
Get full text

Estimating the Severity of Oral Lesions Via Analysis of Cone Beam Computed Tomography Reports: A Proposed Deep Learning Model by Sare Mahdavifar, Seyed Mostafa Fakhrahmad, Elham Ansarifard

“…Unlike traditional models which usually use a simple collection of words, the proposed deep model uses words embedded in dense vector representations, which empowers it to effectively capture semantic similarities. Results: The results indicated that the proposed model outperformed its counterparts in terms of precision, recall, and F1 criteria. …”
Get full text