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Lifecycle Risk Assessment for Steel Cargo Vessel Sinkings: An Interpretive Structural Modeling and Fuzzy Bayesian Network Approach
Published 2025-01-01Subjects: Get full text
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The Self-Potential Anomaly Produced by a Subsurface Flow at the Contact of Two Horizontal Layers and Its Quantitative Interpretation
Published 2012-01-01“…Based on this study, a direct interpretation method at the spatial frequency domain is proposed, in order to calculate the depth of the flow and the reflection coefficient of the stratified medium. …”
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Latest Lessons from the Bankruptcy of State-Owned Enterprises (SOEs) in China: An Interpretative Structural Model (ISM) Approach
Published 2022-01-01“…To explore the causes of its collapse, we employ the interpretative structural model (ISM) to investigate the reasons for its failures from multi-aspect and at different levels. …”
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Development of an interpretable machine learning model based on CT radiomics for the prediction of post acute pancreatitis diabetes mellitus
Published 2025-01-01Subjects: Get full text
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427
Seurat function argument values in scRNA-seq data analysis: potential pitfalls and refinements for biological interpretation
Published 2025-02-01“…The essential aspect of dimensionality reduction is to identify the stable patterns which are deliberately removed upon mathematical data processing as being redundant, albeit containing important minor details for biological interpretation. There are no established rules for integration of datasets obtained at different sampling times or conditions. …”
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428
Molecular assessment of splicing variants in a cohort of patients with inborn errors of immunity: methodological approach and interpretation remarks
Published 2025-01-01“…However, variants occurring in coding regions or deep-intronic variants can also affect splicing. In these cases, interpretation of the results may be challenging and molecular validation is required.MethodsThe study includes 23 patients with splicing variants out of a cohort of 187 patients diagnosed with inborn errors of immunity (IEI). …”
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Shifted dominant flood drivers of an alpine glacierized catchment in the Tianshan region revealed through interpretable deep learning
Published 2025-01-01“…Two Long Short-Term Memory (LSTM) models (LSTM-SG and LSTM-DDF) were developed using these inputs, and additive decomposition and integrated gradient methods were applied to interpret flood mechanisms. Glacier meltwater was found to dominate annual maximum flood (AMF) events, while snowmelt drove annual spring maximum flood (AMFSp) events. …”
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Theo-anthropocentric Paradigm of Tafsir At-Tanwir by Muhammadiyah and its Application in the Interpretation of Surah Al-Baqarah/2: 286
Published 2024-12-01“…Through the descriptive-analytical research method, the writer finds that the shift in meaning cannot be separated from the interpretation paradigm used by Tafsir At-Tanwir, namely the theo-anthropocentric paradigm. …”
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From Victorian Buildings to the Victorian Built Heritage: Victorian studies and the Re-interpretation of 19th-century architecture
Published 2016-05-01“…Studying Victorian architecture therefore necessarily implies engaging physically with the Victorian architectural and industrial heritage and, as a consequence, with its interpretation, renovation and possibly its adaptive reuse. …”
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Accurate Spatial Heterogeneity Dissection and Gene Regulation Interpretation for Spatial Transcriptomics using Dual Graph Contrastive Learning
Published 2025-01-01“…Furthermore, it is demonstrated that the versatility of stDCL in interpretability of gene regulation, spatial heterogeneity at high resolution, and embryonic developmental patterns. …”
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An Interpretable Model for Salinity Inversion Assessment of the South Bank of the Yellow River Based on Optuna Hyperparameter Optimization and XGBoost
Published 2024-12-01“…The soil salinity was estimated with the multi-source remote sensing satellite data by combining the extreme gradient boosting model (XGBoost), Optuna hyper-parameter optimization, and Shapley addition (SHAP) interpretable model. Correlation analysis and continuous variable projection were employed to identify key inversion factors. …”
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The Roman catastrophe of 1527 in the Italian Wars, or Sacco di Roma: analysis of the historical interpretation of the event by several contemporaries
Published 2024-12-01“…The author has tried to base his selection of historical evidence on three fundamentally important characteristics: belonging to the contemporaries of Sacco di Roma, the origin of these contemporaries from different regions of Italy and the presence of an attempt at reflexive comprehension (or, in the language of modern historical science, historical interpretation) with an attempt to answer the question: “What is the cause of the catastrophe of Rome in 1527?”. …”
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Interpretive structural modeling of factors affecting the internal development of cities in arid regions (Case study: Ardakan city
Published 2024-12-01Subjects: Get full text
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Maintaining autonomy: How older persons with chronic conditions and their significant others interpret, navigate, and overcome everyday difficulties
Published 2024-12-01“…We then transcribed the interviews verbatim and thematically analysed them.Results We generated the three closely interrelated themes struggling not to lose control, a shifting balance between resources and environmental challenges, and negotiating independence and interdependence. Participants interpreted the difficulties they faced as multicausal. …”
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Hereditary breast cancer risk gene assessment and counseling: interpretation of NCCN guidelines and Ruijin Hospital clinical practice
Published 2024-09-01“…This article provided an interpretation of the NCCN Clinical Practice Guidelines in Genetic/Familial High-Risk Assessment, integrating the clinical practice experience of Ruijin Hospital Affiliated to Shanghai Jiao Tong University School of Medicine.…”
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