Utilizing IoT Sensors and Spatial Data Mining for Analysis of Urban Space Actors’ Behavior in University Campus Space Design by Krzysztof Koszewski, Robert Olszewski, Piotr Pałka, Renata Walczak, Przemysław Korpas, Karolina Dąbrowska-Żółtak, Michał Wyszomirski, Olga Czeranowska-Panufnik, Andrzej Manujło, Urszula Szczepankowska-Bednarek, Joanna Kuźmicz-Kubiś, Anna Szalwa, Krzysztof Ejsmont, Paweł Czernic

“…The results are used not only to optimize the process of redesigning the WUT campus, but also to support the process of discussion and activation of the community in the development of deliberative democracy and participatory shaping of space in general.…”
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Advancing Mental Health Care: Intelligent Assessments and Automated Generation of Personalized Advice via M.I.N.I and RoBERTa by Yuezhong Wu, Huan Xie, Lin Gu, Rongrong Chen, Shanshan Chen, Fanglan Wang, Yiwen Liu, Lingjiao Chen, Jinsong Tang

“…The main contributions include the folowing: (1) Developing an auxiliary diagnostic tool that combines the Mini-International Neuropsychiatric Interview (M.I.N.I.) with finite state machines to systematically collect patient information for preliminary assessments; (2) Enhancing data processing by optimizing retrieval algorithms for efficient filtering and employing a fine-tuned RoBERTa model for deep semantic matching and analysis, ensuring accurate and personalized medical-advice generation; (3) Generating intelligent suggestions using NLP techniques; when semantic matching falls below a specific threshold, integrating medical-knowledge graphs to produce general medical advice. …”
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Emotion-Aware RoBERTa enhanced with emotion-specific attention and TF-IDF gating for fine-grained emotion recognition by Fatimah Alqarni, Alaa Sagheer, Amira Alabbad, Hala Hamdoun

“…Abstract Emotion recognition in text is a fundamental task in natural language processing, underpinning applications such as sentiment analysis, mental health monitoring, and content moderation. …”
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A Unified Perspective on Musical Structure: Applying Agawu's Theory to Divergent Interpretations of Form in Mendelssohn's Violin Concerto by Setareh Beheshti, Iman Fakhr, saeed Majidi

“…Over the years, formal structure has become conclusive evidence for formal musical analysis, even though it is in the aftermath of the creative process.  …”
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Finite Element Analysis of Orthogonal Cutting Forces in Machining AISI 1020 Steel Using a Carbide Tip Tool by Bashistakumar M., Pushkal B.

“…The process of orthogonal metal cutting is studied with the finite element method under plane strain conditions. …”
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RESTRUCTURING OF AGRICULTURAL ENTERPRISESAS A MECHANISM TO OVERCOME THE CRISIS OF INSOLVENCY by Chernysheva N.M., Altynbaeva E.S.

“…A complex of actions for restructuring of the agro-industrial enterprises is a key factor beneficially effecting both a financial-and- economic situation of a separately taken enterprise, and intensification of the process of reforming of the Kemerovo region economy in general. …”
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Associations between phthalate metabolites and two novel systemic inflammatory indexes: a cross-sectional analysis of NHANES data by Fangyu Cheng, Yueyuan Li, Kai Deng, Xinyu Zhang, Wenxue Sun, Xin Yang, Xiaofang Zhang, Chunping Wang

“…In addition, the effects of six variables (age, sex, BMI, the percentage of total daily energy intake from ultra-processed foods (UPFs), total vegetable intake, and dietary supplements) on the association results were explored through subgroup analyses to identify potentially important confounders.Results In single exposure analyses, mono-n-butyl phthalate (MnBP), mono-ethyl phthalate (MEP), and monobenzyl phthalate (MBzP) were positively associated with SII/SIRI. …”
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Modern Trends and Recent Applications of Hyperspectral Imaging: A Review by Ming-Fang Cheng, Arvind Mukundan, Riya Karmakar, Muhamed Adil Edavana Valappil, Jumana Jouhar, Hsiang-Chen Wang

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Semantic segmentation of optical satellite images for the illegal construction detection using transfer learning by Yashasvi Mehta, Abdullah Baz, Shobhit K. Patel

“…This process not only ensures the safety and compliance of structures but also enhances overall regulatory enforcement. …”
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Sensitivity Analysis of Noah-MP Model Parameterization Schemes for Soil Moisture Simulation in the High-Cold Region of the Upper Heihe River Basin by Kexiu HUANG, Yuanhong YOU, Yanyu LU, Ying HAO, Zuo WANG, Jing SUN

“…In the context of climate change， accurately simulating soil moisture using land surface process models holds significant importance for weather forecasting， agricultural production， and hydrological processes.This study utilized meteorological observation data from the Arou site in the upper reaches of the Heihe River as the driving data for the Noah-MP model to conduct soil moisture simulation experiments， aiming to assess the soil moisture simulation performance of the Noah-MP model in the alpine mountainous area of the upper reaches of the Heihe River.Without considering uncertainties in model parameters and driving data， arbitrary combinations of the parameterization schemes for different physical processes of the Noah-MP model were made.A soil moisture multi-parameterization ensemble simulation experiment encompassing 17， 280 different combination schemes was designed.The Natural Selection sensitivity analysis method was employed to analyze the sensitivity of shallow soil moisture simulation results to the parameterization schemes and further quantify the uncertainty range of the simulation results of the soil moisture multi-parameterization ensemble.The results of this research indicate that the Noah-MP model can be applied to simulate soil moisture in the alpine mountainous area of the upper reaches of the Heihe river basin.The model demonstrates relatively high accuracy in simulating shallow soil moisture， and the simulated soil moisture change trends are generally consistent with the observed data.This consistency suggests that the Noah-MP model is well-suited for capturing the dynamics of shallow soil moisture in these regions.However， the simulation accuracy for deep soil moisture is relatively poor， with the simulated soil moisture change trends showing considerable deviations from the observed data.This suggests that there are still challenges in accurately modeling moisture dynamics at greater soil depths， potentially due to the complexity of subsurface hydrological processes in cold and mountainous environments.The analysis also reveals that shallow soil moisture simulation results are sensitive to the parameterization schemes of four physical processes： supercooled liquid water in frozen soil， frozen soil permeability， partitioning precipitation into rainfall and snowfall， and the first-layer snow or soil temperature time scheme.Among these， the parameterization scheme of frozen soil permeability is particularly sensitive， indicating that it plays a crucial role in determining the accuracy of the simulation results.During the soil freeze-thaw cycle in the alpine mountainous area of the upper reaches of the Heihe River， the simulation results of soil moisture during the freezing period showed increased sensitivity to parameterization schemes， making the selection of the parameterization scheme for the soil freezing process the main factor contributing to the uncertainty of the simulation results of the soil moisture multi-parameterization ensemble.…”
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From Margins to Mainstream: Probing the Amazigh-in-Education Policy in Morocco by Brahim Ait Laaguid

“…It adopts a qualitative approach, as data were collected using a questionnaire and analyzed through thematic analysis. Results show that Moroccans generally perceive the teaching of Amazigh as an essential step toward reconciliation with the Amazigh identity. …”
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Preventable diagnostic errors of lower gastrointestinal perforation: a secondary analysis of a large-scale multicenter retrospective study by Taku Harada, Takashi Watari, Satoshi Watanuki, Seiko Kushiro, Taiju Miyagami, Syunsuke Syusa, Satoshi Suzuki, Tetsuya Hiyoshi, Suguru Hasegawa, Shigeki Nabeshima, Hidetoshi Aihara, Shun Yamashita, Masaki Tago, Fumitaka Yoshimura, Kotaro Kunitomo, Takahiro Tsuji, Masanori Hirose, Tomoya Tsuchida, Taro Shimizu

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Accounting and Analytical Sources of Economic Risks Identifcation by T. Yu. Serebryakova, O. G. Gordeeva, O. Yu. Kurtayeva

“…The researchers use general scientifc methods of cognition such as systematic approach, logical generalization, legal and linguistic analysis, hypothesis. …”
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Password Cracking Methods and Techniques in Computer Forensic Investigation by İlker Kara

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الاتجاهات الحديثة في تطبيقات الجيوماتكس في دراسات العمليات النهرية by منال سمير شلبى متولى

“…According to recent studies, the study of river processes worldwide relies on modern technologies in general, and Geomatics in particular. …”
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Simultaneous determination of epinephrine and folic acid using MIL-101 (Fe)-NH2 metal-organic framework/graphene oxide nanocomposite modified electrode by Rasha Kareem Khudhur

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Análise da distribuição física e roteirização em um atacadista Analysis of physical distribution and routing in a wholesaler by Leandro Minoru Enomoto, Renato da Silva Lima

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Developing stock sentiment rank metric for forecasting stock sentiments: a statistical perspective by Rachna Sable, Aman Singh, Sudhanshu Gupta, Shivani Goel, Pallavi Parlewar

“…A comprehensive evaluation of sentiment analysis methodologies, including hybrid models, machine learning models, and lexicon-based models, is offered to facilitate the model selection process. …”
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Modification of the WaldBoost algorithm to improve the efficiency of solving pattern recognition problems in real-time by A. N. Chesalin, S. Ya. Grodzenskiy, M. Yu. Nilov, A. N. Agafonov

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Sewage sludge pyrolysis and gasification for biochar production in circular economy by Anastasia Katsoulea, Antigoni Zafeirakou

“…The visual analysis further elucidated research trends and networks through co-occurrence and co-authorship mapping.This work represents the first bibliometric analysis to compare both sewage sludge pyrolysis and gasification in the context of biochar production, providing new insights into research disparities for each process. …”
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