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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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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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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Key Issues and Prospects for Low-Carbon Operation and Scheduling of the New Power System from an Electricity-Carbon Coupling Perspective by ZHAO Junhua, BAI Yan, WANG Zhidong

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Progress in pedestal and edge physics: Chapter 3 of the special issue: on the path to tokamak burning plasma operation by M.E. Fenstermacher (Chair, Pedestal and Edge Physics), L.R. Baylor, E. de la Luna, M.G. Dunne, G.T.A. Huijsmans, A. Kirk, F.M. Laggner, T.H. Osborne, C. Paz-Soldan, S. Saarelma, P.B. Snyder, E. Viezzer, M. Becoulet, K.H. Burrell, A. Cathey, X. Chen, M. Hoelzl, J.W. Hughes, R. Maingi, A.O. Nelson, H. Urano, E. Wolfrum, X.Q. Xu, A. Diallo, L. Frassinetti, S. Futatani, L. Gil, R. Groebner, T. Happel, S.H. Kim, J. King, B. Labit, P.T. Lang, Y.Q. Liu, Z.X. Liu, R. Lunsford, G.Y. Park, U. Sheikh, W. Suttrop, B. Vanovac, R.S. Wilcox, A. Wingen, T. Zhang

“…Descriptions of experimental results, interpretive modeling and predictive extrapolations are integrated together and comprehensive references are provided. …”
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Le champ des politiques hydriques dans l’Ouest étasunien : éléments d’interprétation des instruments d’action by Joan Cortinas, Franck Poupeau

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Sparse Feature-Weighted Double Laplacian Rank Constraint Non-Negative Matrix Factorization for Image Clustering by Hu Ma, Ziping Ma, Huirong Li, Jingyu Wang

“…This adjustment allows the model to achieve greater representational flexibility, improving reconstruction accuracy while preserving the interpretability and clustering clarity provided by the double orthogonality constraints. …”
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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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ENTREPRENEURIAL COMPETENCE OF THE FUTURE SPECIALIST: PROFESSIONAL AND PERSONAL DIMENSIONS by Kyrylenko Yelisiei

“…The research methods employed include categorical, definitional, and retrospective analyses of interpretations of the phenomena of entrepreneurship and entrepreneurial competence; methods of conceptualisation and systematisation to formulate narrow and broad definitions of entrepreneurial competence; as well as methods of structuring and modelling the content and structure of entrepreneurial competence for future professionals in the automotive transport sector. …”
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Optimization of food compositions according to the ideal protein profile by S. V. Zverev, V. I. Karpov, M. A. Nikitina

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