Research on a Novel Unsupervised-Learning-Based Pipeline Leak Detection Method Based on Temporal Kolmogorov–Arnold Network with Autoencoder Integration by Hengyu Wu, Zhu Jiang, Xiang Zhang, Jian Cheng

“…This method significantly enhances the interpretability and accuracy of the detection process. …”
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Interpretación y conversación en torno de relatos pedagógicos: hacia otra política de (re)conocimiento para la formación docente by Paula DÁVILA, Agustina ARGNANI, Daniel SUÁREZ

“…Por ello, nos hemos propuesto estudiar sus potencialidades, alcances y límites en la consolidación de colectivos y redes docentes entendidos como formas de organización y de trabajo co-participativo entre diversos sujetos de conocimiento para la producción de saber pedagógico.Interesa explorar las posibilidades y los alcances de la co- construcción de comprensiones pedagógicas y la elaboración co- participada de discursos y saberes críticos y revisar la secuencia convencional que posiciona al campo académico como intérprete o analista que interviene sobre los relatos docentes, confinándolos a ser tan solo fuentes de investigaciones. …”
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Efficient Feature Selection and Hyperparameter Tuning for Improved Speech Signal-Based Parkinson’s Disease Diagnosis via Machine Learning Techniques by Deepak Painuli, Suyash Bhardwaj, Utku Kose

“…Conventional diagnostic methods often rely on subjective interpretations of movement, which can be subtle and challenging to assess accurately, potentially leading to misdiagnoses. …”
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RELIGIOUS FAITH: EXISTENTIAL-ANTHROPOLOGICAL MEANINGS by O. I. Predko

“…The author thinks that the interpretation of religious faith as confidence in the invisible is unsatisfactory, one-sided and superficial. …”
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The Parallel Architecture—application and explanatory power for neurolinguistic research by Esther Odilia Breuer, Ferdinand Christoph Binkofski, Ferdinand Christoph Binkofski, Antonello Pellicano

“…Conversely, neurolinguists often neglect the potential benefits of incorporating contemporary linguistic models into their research, although these models could help interpret specific findings and make complex concepts more accessible to readers. …”
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Retrospective Cohort Analysis of Outpatient Antibiotic Use for Clostridioides difficile-Indicated Agents in British Columbia, from 2000 to 2018 by Ariana Saatchi, Sungeun Kim, Fawziah Marra

“…Moreover, this study offers the first interpretation of fidaxomicin use in BC since its addition to the provincial formulary. …”
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Beyond modular and non-modular states: theoretical considerations, exemplifications, and practical implications by Francesco Benso, Carlo Chiorri, Eleonora Ardu, Paola Venuti, Angela Pasqualotto, Angela Pasqualotto

“…This systematization, supported by empirical literature and our own research, provides a more stable framework for understanding modular systems, avoiding interpretive confusion across varying levels of complexity. …”
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The process and logical mechanism of agricultural production space contraction in mountainous areas based on actor-network theory：A case study of Lishi Village in Longde County, Ni... by CHEN Kunqiu, CHEN Yunya, LIANG Yajia, ZHENG Yuhan

“…Taking Lishi Village in Longde County as an example, it used methods such as in-depth interviews and remote sensing interpretation to sort out the evolution process of the agricultural production space in the mountainous areas of southern Ningxia Hui Autonomous Region, and explore the underlying contraction mechanism. …”
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Relations between Russia and Lithuania in the contemporary Lithuanian historiography by Nerijus Šepetys

“…During the last five years, the trend of diplomatic historiography has been gradually replaced with the fashion of geopolitical interpretations, which are partly spread by former historians of diplomacy (Č. …”
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FishPi: a bioinformatic prediction tool to link piRNA and transposable elements by Alice M. Godden, Benjamin Rix, Simone Immler

“…FishPi can easily be adapted to genomes from other species and taxa opening the interpretation of piRNA functionality to a wide community. …”
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Vestiges humains des niveaux de l’Aurignacien ancien du site de Brassempouy (Landes) by Dominique Henry-Gambier, Bruno Maureille, Randall White

“…In sum, the anatomy of the European makers of the Aurignacian is so poorly known that it remains impossible to confirm that the early Aurignacian techno-complex is uniquely the product of anatomically modern populations.Although the intentional modifications of the Brassempouy human remains are presented in detail in a separate publication, we wish to emphasize here that, with primary Aurignacian burials being completely unknown, the modified human teeth from Brassempouy represent one of the rare traces of human intervention with dead bodies that might be interpreted as funerary behavior.…”
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A Study Comparing Immunohistochemistry, Fluorescence in situ hybridization, GeneXpert® Breast Cancer STRAT4 Assay for Determining Hormone Receptor, Human Epidermal Growth Factor Re... by Rajaa El Aje, Abdellah Naya, Ayoub Khoaja, Younes Zaid, Mounia Oudghiri, Jodi Weidler, Mehdi Karkouri

“…Immunohistochemistry, the most common method for evaluating these prognostic biomarkers, can be impacted by numerous variabilities due to pre-analytical/analytical factors and subjective interpretation by pathologists. The Xpert® Breast Cancer STRAT4, an RT-qPCR based system, can be used to classify invasive breast carcinomas based on the assessment of these four biomarkers; Methods: We evaluated ESR1, PGR, ERBB2, and MKi67 mRNA expression by Xpert Breast Cancer STRAT4 and ER, PR, HER2 and Ki67 by IHC (FISH for HER2 IHC 2+) in 200 formalin-fixed paraffin-embedded (FFPE) tissue blocks with invasive breast cancer, collected from the Pathology Department of Casablanca Ibn Rochd University Hospital; Results: Concordance between Xpert ® Breast Cancer STRAT4 and IHC was 93.5% for ER, 83.51% for PR, 95% for HER2 (92% for IHC+FISH), and 81.20% for Ki67 (excluding intermediate IHC Staining 10 ≤ %IHC <20). …”
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Investigation of the Aquifer Protective Capacity and Groundwater Quality around Some Open Dumpsites in Sapele Delta State, Nigeria by Julius Otutu Oseji, James Chucks Egbai, Emmanuel Chukwuemeka Okolie, Etebefia Chris Ese

“…Nine Schlumberger arrangements of vertical electrical soundings (VES) were carried out with a maximum electrode separation of 500 m, and obtained data were interpreted by partial curve matching and computer iteration using Win Resist software. 2D survey using nine dipole-dipole stations was also utilized to give resistivity map of the dumpsites, while standard laboratory methods were used to analyze the groundwater. …”
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Molecular dynamics simulation dataset for xSiO2−yB2O3−(1−x−y)Na2O glassesMendeley Data by Michel Mama Toulou, Paul C.M. Fossati, Cindy L. Rountree

“…The data presented here includes densities, elementary structural units present in the glass, enthalpies of mixing, elastic moduli, and Poisson's ratio.To estimate the potential-dependent character of the data, two sets of simulations were run in parallel using two different potentials published by Sundararaman et al. and Wang et al.The content of this dataset supports interpretations,discussions, and conclusions in the article entitled “Systematic Approach to Thermophysical and Mechanical Properties of SiO2–B2O3–Na2O Glasses Using Molecular Dynamics Simulations”.…”
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Visible-Light-Active Titania Photocatalysts: The Case of N-Doped TiO2s—Properties and Some Fundamental Issues by Alexei V. Emeline, Vyacheslav N. Kuznetsov, Vladimir K. Rybchuk, Nick Serpone

“…At variance are experimental results and interpretations of X-ray photoelectron spectra (XPS) with regard to assignments of N 1s binding energies in N-doped TiO2 systems. …”
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Towards AI-Assisted Mapmaking: Assessing the Capabilities of GPT-4o in Cartographic Design by Abdulkadir Memduhoğlu

“…However, limitations include dependency on input quality and challenges in interpreting nuanced spatial relationships. The study concludes that LLMs like GPT-4o have significant potential in cartographic design, particularly for tasks involving creative exploration and routine design support. …”
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A new strategy for constructing alternative consumer confidence indexes to explain household consumption: A fuzzy DEMATEL approach by Özge Var, Alptekin Durmuşoğlu, Türkay Dereli

“…The prediction power of cause group (in terms of explaining household expenditures) is measured with the Lasso regression (Least Absolute Shrinkage and Selection Operator), which provides more interpretable regression models. This approach was applied to European Union dataset from 2007Q3 to 2021Q2. …”
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Using Natural Language Processing Models to Automate Text Labelling: Categorising Semantic Density in Preservice Teachers' Lesson Observation Reports by Thato Senoamadi, Lee Rusznyak, Ritesh Ajoodha

“…Their responses were manually analysed using Legitimation Code Theory (LCT) and graded from simple descriptive observations to complex ones that suggested an interpretation of teachers’ pedagogic actions. The Bidirectional Encoder Representations from Transformers (BERT) and its derivatives, namely DistilBERT and RoBERTa, were trained to recognise coding decisions made by researchers on a subset of empirical data. …”
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La bibliothèque dans Le Silence de la mer, un espace symbolique by Nathalie Gibert-Joly

“…Nous nous risquons néanmoins à proposer une nouvelle entrée : dans ce bref essai, nous nous permettrons de pénétrer dans ce récit par le biais de la bibliothèque qui trône majestueusement dans la salle de l’oncle et de sa nièce et nous essaierons de montrer que cet espace symbolique offre une circulation riche d’interprétations nombreuses de l’imaginaire du texte au réel le plus immédiat.…”
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Self-medication among pregnant women in comparison to the general population: a scoping review of the main characteristics by Gabriela Pereira, Cinthia Madeira de Souza, Amanda Canato Ferracini, Fernanda Garanhani Surita, Sherif Eltonsy, Priscila Gava Mazzola

“…The reviewed studies varied considerably in methodology, requiring careful interpretation. While most of the studies assessed self-medication during the entire pregnancy, self-medication definition was often inconsistent between studies. …”
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