Machine Learning Models for Predicting Seismic Response of a Novel Two-Stage Friction Pendulum Isolated Bridge Structure by Hanzlah Akhlaq, Tianbo Peng, Kawsu Jitteh, Muhammad Salman Khan

“…Furthermore, a comparison of different surrogate models was conducted for global feature interpretation, while SHAP analysis was used for local interpretation to identify the influence of input parameters on individual structural responses. …”
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Electrochemical Analysis of Carbon-Based Supercapacitors Using Finite Element Modeling and Impedance Spectroscopy by Ahmad Azizpour, Niko Bagovic, Nikolaos Ploumis, Konstantinos Mylonas, Dorela Hoxha, Ferry Kienberger, Nawfal Al-Zubaidi-R-Smith, Georg Gramse

“…For the physical interpretation of the measurement results, FEM was used. …”
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Interpreting Predictive Models through Causality: A Query-Driven Methodology by Mahdi Hadj Ali, Yann Le Biannic, Pierre-Henri Wuillemin

“…Instead, we propose a new framework that prioritizes the query of interest and then derives a query-driven methodology accordingly to the structure of the causal model. It results in a tailored predictive model adapted to the query and an adapted interpretability technique. …”
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PROBABLE FORECASTING IN THE COURSE OF INTERPRETING by Ye. B. Kagan, Yu. Yu. Shadrina

“…Translation practice has a heuristic nature and involves cognitive structures of consciousness of any interpreter. When preparing translators, special attention is paid to the development of their skill of probable forecasting.The aim of the present publication is to understand the process of anticipation from the position of the cognitive model of translation, development of exercises aimed at the development of prognostic abilities of students and interpreters when working with newspaper articles, containing metaphorical headlines.Methodology and research methods. …”
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Vertical distribution and factors influencing tropical forest soil magnetic susceptibility in Xishuangbanna, Southwest China by Xiaoling Zhang, Xiaoling Zhang, Xiaoling Zhang, Haidong Wang, Haidong Wang, Hongzhan Liu, Hongzhan Liu, Haixia Li, Haixia Li, Haixia Li, Yucheng Shi, Guangyu Zheng, Fengrui Li, Daxiang Liu, Xiaoping Jiang, Erhui Ren, Gangqiang Li

“…Linear regression and structural equation modeling were used to explore the relationships between soil factors and χlf, to identify the main factors influencing the vertical distribution of soil χlf, and to analyze the processes and mechanisms by which various factors affect χlf. …”
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Interpretable Optimization: Why and How We Should Explain Optimization Models by Sara Lumbreras, Pedro Ciller

“…Interpretability is widely recognized as essential in machine learning, yet optimization models remain largely opaque, limiting their adoption in high-stakes decision-making. …”
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Examining EFL Teachers’ Perceptions of Technological Pedagogical Content Knowledge and Web 2.0 Technologies Using a Structural Equation Modeling Technique by Behrang Mohammad-Salehi, Mehdi Vaez-Dalili

“…The present study sought to examine Iranian EFL teachers’ perceived knowledge of Web 2.0 technologies in light of Mishra and Koehler’s (2006) TPACK framework. To this end, a structural model was put forth on the basis of interactions of the TPACK seven-factor model. …”
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Psychometric properties of the Chinese version of the quality of nursing care scale among hospital nurses: a bifactor exploratory structural equation modeling analysis by Chiu-Shu Fang, Cheng-Hsien Li, Shu-Ching Ma, Fang-Ming Hwang, Maria Manuela Martins, Fan-Hao Chou

“…Model comparisons were conducted to determine the best-fitting factor structure. …”
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Modification of axes in rheometer curves quantitative interpretation by I. M. Agayants, A. S. Kuznetsov, N. Ya. Ovsyannikov

“…Some widely used for structuring process analysis means of quantic interpretation of rheometric curves is observed. …”
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Multilingual capabilities of GPT: A study of structural ambiguity. by Myung Hye Yoo, Joungmin Kim, Sanghoun Song

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SEISMOGENIC ZONE OF CAPE SHARTLAY (LAKE BAIKAL): SPECIFIC FEATURES OF STRUCTURE, DISPLACEMENTS AND RUPTURE GROWTH by O. V. Lunina, I. A. Denisenko, E. B. Ignatenko, A. A. Gladkov

“…In this connection, the present work was aimed at characterizing in detail the structure, displacements, and reconstruction of the rupture propagation model. …”
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Modelling of functional systems of managerial accounting by O.V. Fomina

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Designing an Earnings Management Improvement Model for Iranian knowledge-based Firms by Khadijeh Ghasemi, Hosein Jabbari, Meysam Arabzadeh, Hosein Panahian

“…This study is interpretive in the model exploration phase and positivist in the model testing phase, and in general, this is applied research. …”
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Combining large language models with interpretable models for explainable aspect-based sentiment analysis in the medical domain by Yang Zhang, Song Wen, Yanping Zhu, Zhijun Li, Xiaohui Wang

“…To address this issue, we propose a two-stage ABSA framework for healthcare, integrating large language models with interpretable classifiers. In the first stage, structured aspect-sentiment pairs are extracted from patient feedback using a large language model guided by chained prompts. …”
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Analysis of key challenges to implementation of FEFO in perishable food supply chain by Jayakrishna Kandasamy, K.E.K. Vimal, Aditya Pratap Singh, Aaryan Magnani, Ameya Gokhale, Sandeep Jagtap

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ASSESSMENT OF THE LOCALIZATION OF HYPOCENTERS OF CRUSTAL EARTHQUAKES RELATIVE TO THE DEPTH AND RELIEF OF THE BORDER DENSITY STRATIFICATION IN THE CRUST OF THE NORTHEASTERN SECTION... by N. K. Gayday

Subjects: “…deep structure…”
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Coordinated empathy in attending general practitioners: an interpretive phenomenological approach to constructing a conceptual model of empathy by Eishin Muramatsu, Noriyuki Takahashi, Muneyoshi Aomatsu, Mina Suematsu, Kei Miyazaki

“…Methods We conducted four semi-structured interviews with three board-certified attending general practitioners. …”
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From speech signal to syntactic structure: A computational implementation by Tina Bögel, Tianyi Zhao

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IDENTIFICATION OF LAMPUNG SEDIMENTARY BASIN (SE SUMATRA) USING GRAVITY FORWARD MODELING AND SEISMIC INTERPRETATION by D. R. Febriansanu, S. Husein, S. S. Surjono

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BERT2DAb: a pre-trained model for antibody representation based on amino acid sequences and 2D-structure by Xiaowei Luo, Fan Tong, Wenbin Zhao, Xiangwen Zheng, Jiangyu Li, Jing Li, Dongsheng Zhao

“…Here, we present a new pre-trained model called BERT2DAb. This model incorporates secondary structure information based on self-attention to learn representations of antibody sequences. …”
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