Artificial Intelligence and Machine Learning Approaches for Target-Based Drug Discovery: A Focus on GPCR-Ligand Interactions by M. O. Otun

“…Additionally, we examine the challenges associated with data quality, model interpretability, and computational limitations. …”
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The Spin Zone: Synchronously and Asynchronously Rotating Land Planets Have Spectral Differences in Transmission by Nicholas Scarsdale, C. E. Harman, Thomas J. Fauchez

“…The small size of the feature differences and potential for degeneracy with other properties, like differing water content or atmospheric structure, mean that we do not specifically claim to have identified a single transmission diagnostic for synchronization state, but our results can be used for holistic spectrum interpretation and sample creation and suggest the need for more modeling in this area.…”
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Prediction of reproductive and developmental toxicity using an attention and gate augmented graph convolutional network by Si Hoon Lee, Eunwoo Choi, JunHo Park, Seohwi Yoon, Myung-Ha Song, Ji Young Lee, Jungkwan Seo, Sun Kyung Shin, Sang Hee Lee, Han Bin Oh

“…It demonstrated excellent predictive performance, achieving an accuracy of 81.19% on the test set. To address the interpretability of the deep learning model, we identified subgraphs corresponding to known structural alerts, providing insights into the model’s decision-making process. …”
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Cysteine pattern barcoding-based dataset filtration enhances the machine learning-assisted interpretation of Conus venom peptide therapeutics. by Rimsha Bibi, Noshaba Qasmi, Sajid Rashid

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Stability and Change in Intolerance of Uncertainty and Its Association with Interpretation Bias in Social Situations: A Longitudinal Study of Italian Adolescents by Marco Lauriola, Anna Malerba, Mara Marini, Chiara Parisse, Laura Prislei, Gioia Bottesi, Stefano Livi

“…Structural Equation Modeling and Linear Mixed Model analyses were performed to assess the longitudinal measurement invariance and responsiveness of the Modified IUS-R scale. …”
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Optimization of Table Tennis Swing Action Supported by the Temporal Convolutional Network Algorithm in Deep Learning by Shaoxuan Sun, Hongyu Zheng, Zhixin Lin

“…Additionally, the residual structure is fine-tuned to adapt to dynamic environmental features, thereby enhancing the model’s capability to recognize swing actions. …”
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COMPLEX ELECTROMAGNETIC MONITORING OF GEODYNAMIC PROCESSES IN THE NORTHERN TIEN SHAN (BISHKEK GEODYNAMIC TEST AREA) by E. A. Bataleva, V. A. Mukhamadeeva

“…From the geoelectrical data, we obtained new information that is independent of other geophysical methods used for studying the deep structure of the Earth – the hidden fault structures and the geoelectrical segmentation of the study area were revealed. …”
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ArtStroke-GAN: A Unified Framework for Interpreting Watercolor Aesthetics via Personalized Stroke-Based Graphic Language by Laixi Zheng

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Prediction of post-irradiation swelling rate of 316L stainless steel based on Variational Autoencoders and interpretable machine learning by Chengcheng Liu, Hang Su

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Prediction of chloride concentration in concrete under multi-salt environment: Optimization of integrated algorithm based on MSCPO and interpretability analysis by Daming Luo, Kanglei Du, Ditao Niu

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Exploring Human-centered AI Literacy Education: Interpretation and Insights from UNESCO's AI Competency Framework for Teachers and Students by Dan WU, Xinjue SUN

“…It analyzes the content of both the AI CFS and the AI CFT, focusing on key principles and framework structure to systematically interpret the framework's content. …”
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Interpretable Machine‐Learning and Big Data Mining to Predict the CO2 Separation in Polymer‐MOF Mixed Matrix Membranes by Hao Wan, Yue Fang, Min Hu, Shuya Guo, Zhiqiang Sui, Xiaoshan Huang, Zili Liu, Yue Zhao, Hong Liang, Yufang Wu, Hanyu Gao, Zhiwei Qiao

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“You’re just in such crisis mode…frantic to get through the next day”: an interpretative phenomenological analysis of adjustment experiences among carers of patients with advanced... by Cara Ghiglieri, Martin Dempster, Lisa Graham-Wisener

“…This study aimed to comprehensively explore these carers’ adjustment experiences, identifying opportunities for improved care and support. Methods Semi-structured interviews were conducted with ten purposefully recruited individuals who had cared for someone with advanced oesophago-gastric cancer in the UK. …”
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How do Future Teachers Analyse and Interpret a historical Cartoon? Empirical Research using the eye-tracking Method by LABISCHOVÁ, Denisa

“…The aim of the empirical research was to determine the qualitative level of analysis and interpretation of a historical cartoon among students of social humanities teacher training programmes depending on the presented interpretation model (structured set of questions) and to evaluate its applicability in school practice from the perspective of future teachers. …”
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Statistical Methods for Interpreting Spatial and Temporal Heterogeneity of Martian Tropical Water Ice Informed by Properties of Crater Ejecta Types by Jamie D. Riggs, Michelle R. Kirchoff

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Service providers’ perspectives on youth peer support: the importance of integration and oversight – an interpretive description study in British Columbia, Canada by Skye Pamela Barbic, Courtney Devane, Corey McAuliffe, Emily Jenkins, Kelli Wuerth

“…To advance the field and strengthen future implementation efforts, the aim of the present study was to generate new understandings about how non-peer service providers working alongside youth peer support workers experience the peer support role in youth mental health settings.Design Guided by interpretive description and tenets of a research community partnership model, semi-structured interviews were conducted with non-peer service providers (n=11) across three integrated youth services centres in British Columbia, Canada, from August to December 2020. …”
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Barriers, enablers and initiatives for uptake of advance care planning in general practice: a systematic review and critical interpretive synthesis by Joel Rhee, Lucie Walters, Jo Risk, Leila Mohammadi, Paul R Ward

“…There was a lack of cohesive guidance in shaping effective ACP interventions and some early indications of structured approaches emerging.Conclusion Findings from this review present an opportunity to strategically apply the ACP research evidence across targeted levels of influence, and with an understanding of mediators and moderators to inform the design of new and enhanced ACP models of care in general practice.PROSPERO registration number CRD42018088838…”
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Système de parenté et acteur : quelles médiations ? by Claire Chatelain

“…In a recent publication, Gérard Dellile emphazises a kinship model, identified with marital figures which sustains morphological lineages. …”
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LEXICAL DESYNONYMY IN B. VIAN’S NOVEL “FROTH ON THE DAYDREAM” by Anastasiia V. Lepetiukha

“…The article is dedicated to the studies of lexical desynonyms that are formed and transformed in the space of the operating time of the mental kineticism by means of cognitive polyoperations (psychomechanisms) during the first formal seizure by the thought of its movement in two stages: 1) phenomenological construction of the being and its structures and categories by the addresser as a result of which is formed the lexical primary structure having as basis “sublinguistic schemes”, typical models used to construct different simple and complex linguistic signs; 2) creation of simple secondary desynonymic linguistic signs from which the speaker chooses the co(n)textually (linguistically and/or situationally) pertinent structure. …”
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The readiness of future teachers to the implementation of system-activity approach as a pedagogical phenomenon by O. V. Tumasheva, N. A. Кirillova, E. A. Mikhalkina

“…A structural-informative model of similar readiness is theoretically proved; motivational and axiological, cognitive, activity and reflexive-evaluative levels of such model are identified. …”
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