Fisher Discriminant Analysis for Extracting Interpretable Phenological Information From Multivariate Time Series Data by Conor T. Doherty, Meagan S. Mauter

“…FDA is useful because it can be applied to multivariate input data and produces a transformation that is physically interpretable. This article contains both theoretical and applied components. …”
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Mapping of Deep Tectonic Structures of Central and Southern Cameroon by an Interpretation of Surface and Satellite Magnetic Data by Constantin Mathieu Som Mbang, Charles Antoine Basseka, Joseph Kamguia, Jacques Etamè, Cyrille Donald Njiteu Tchoukeu, Marcelin Pemi Mouzong

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ALL-Net: integrating CNN and explainable-AI for enhanced diagnosis and interpretation of acute lymphoblastic leukemia by Abhiram Thiriveedhi, Swetha Ghanta, Sujit Biswas, Ashok K. Pradhan

“…Additionally, XAI techniques, specifically the Local Interpretable Model-Agnostic Explanations (LIME) algorithm is employed to interpret the model’s predictions, providing insights into the decision-making process of our ALL-Net CNN. …”
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Enhancing Credit Risk Decision-Making in Supply Chain Finance With Interpretable Machine Learning Model by Guanglan Zhou, Shiru Wang

“…By conducting analysis of interpretable machine learning models, the study evaluated their performance in assessing credit risks. …”
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The experience of mothers of autistic children with a pathological demand avoidance profile: an interpretative phenomenological analysis by Sam Curtis, Elizabeth Izett

“…To explore what meaning participants gave to their lived experience, an interpretative phenomenological analysis was conducted on interview data. …”
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Visiting a Hindu Temple: A Description of a Subjective Experience and Some Preliminary Interpretations by J. Ramón Gil-García, Triparna S. Vasavada

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DIFFERENT HUMAN IMAGES AND ANTHROPOLOGICAL COLISSIONS OF POST-MODERNISM EPOСH: BIOPHILOSOPHICAL INTERPRETATION by S. К. Коstyuchkov

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Precise and interpretable neural networks reveal epigenetic signatures of aging across youth in health and disease by David Martínez-Enguita, Thomas Hillerton, Julia Åkesson, Daniel Kling, Maria Lerm, Mika Gustafsson

“…While traditional models are effective, their interpretability is limited by their dependence on small and potentially stochastic sets of CpG sites. …”
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Interpreting the Consequences of Metformin Accumulation in an Emergency Context: Impact of the Time Frame on the Blood Metformin Levels by Jean-Daniel Lalau, Farshad Kajbaf

“…Caution must be taken when interpreting the consequences of metformin accumulation in an emergency context: the patient’s lactic acidosis status will have changed by the time the metformin assay is performed, even though metformin accumulation may still be present.…”
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A paciência revolucionária de Lélia Gonzalez, intelectual amefricana e intérprete do Brasil by Taynara Aparecida Ferreira da Silva

“…Sendo assim, a intenção é observar as propostas políticas de Lélia, alçando-a enquanto intérprete do Brasil que teorizou sobre a formação cultural brasileira e as suas problemáticas estruturais pautadas em questões de gênero, raça e classe, e relacioná-las aos pressupostos da epistemologia feminista negra, tais como a ética do cuidado e da responsabilidade e o diálogo e a experiência vivida, que entendem a teoria como parte fundamental da luta prática. …”
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Toward cultural interpretability: A linguistic anthropological framework for describing and evaluating large language models by Graham M Jones, Shai Satran, Arvind Satyanarayan

“…While linguistic anthropology focuses on interpreting the cultural basis for human language use, the ML field of interpretability is concerned with uncovering the patterns that Large Language Models (LLMs) learn from human verbal behavior. …”
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Ponctuation, édition, interprétation : l’exemple du point-virgule dans Bouvard et Pécuchet by Anne Herschberg Pierrot

“…We will try to elucidate these choices which for an unfinished work always involve interpretation and individual decisions.…”
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Interpreting IGF-1 in children treated with recombinant growth hormone: challenges during early puberty by Helena-Jamin Ly, Helena-Jamin Ly, Carina Ankarberg-Lindgren, Hans Fors, Hans Fors, Staffan Nilsson, Jovanna Dahlgren, Jovanna Dahlgren

“…However, IGF-1 levels depend on sex, age, and pubertal stage, amongst other factors, making its interpretation somewhat difficult. This study aimed to evaluate descriptively a group of 93 children treated per protocol with GH to assess the influence of pubertal signs and sex steroid levels on the interpretation of IGF-1.Methods93 (67 boys and 26 girls) prepubertal children who participated in a previous GH treatment trial were included. …”
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Numerical Well Testing Interpretation Model and Applications in Crossflow Double-Layer Reservoirs by Polymer Flooding by Haiyang Yu, Hui Guo, Youwei He, Hainan Xu, Lei Li, Tiantian Zhang, Bo Xian, Song Du, Shiqing Cheng

“…This work presents numerical well testing interpretation model and analysis techniques to evaluate formation by using pressure transient data acquired with logging tools in crossflow double-layer reservoirs by polymer flooding. …”
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K-Means Cluster for Seismicity Partitioning and Geological Structure Interpretation, with Application to the Yongshaba Mine (China) by Xueyi Shang, Xibing Li, A. Morales-Esteban, Longjun Dong, Kang Peng

“…In conclusion, the K-Means cluster provides an effective way for mine seismicity partitioning, geological structure interpretation, and seismic hazard assessment.…”
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Assessing ECG Interpretation Expertise in Medical Practitioners Through Eye Movement Data and Neuromorphic Models by Syed Mohsin Bokhari, Muhammad Shafi, Fazal Noor, Sarmad Sohaib, Saad Alqahtany, Mark Donnelly

“…This study introduces an innovative method for assessing ECG interpretation abilities in medical professionals via eye-tracking data. …”
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Interpreting consumer attitude towards milk alternatives: A purchase intention model for marketing success by Anjolize Wassenaar, Elizabeth Kempen

“…The purpose of the article is to present a model within which purchase intentions of South African emerging market consumers can be interpreted, providing marketers with information on which product positioning upon market entry and continuous marketing strategies can be developed for the growing niche ultra-heat treated (UHT) milk alternative product category. …”
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The Current Discussion on Austrian Family Benefits – Indicating a Major Dissensus on the Interpretation of EU Law by Alexander Balthasar

“…Giving a full picture not only in abstract terms but demonstrating the relevance of the said differences on the concrete example of the interpretation of the above mentioned secondary legislation, the author aims at contributing to bridging gaps and, thus, fostering a better mutual understanding as a vital precondition for the future legal cohesion of the EU. …”
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p-Values and confidence intervals as compatibility measures: guidelines for interpreting statistical studies in clinical research by Alessandro Rovetta, Luca Piretta, Mohammad Ali Mansournia

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The Landbound Chicken and the Deliberate Chameleon yet have their Uses: Yorùbá Art History, Language, and Interpretation. by Kathy Curnow

“…In the introduction to his book Yorùbá Art and Language: Seeking the African in African Art, Rowland Abiodun concludes that only those with a mastery of the Yorùbá language and deep cultural familiarity can interpret Yorùbá artworks effectively. His argument produces numerous salie observations and the viewing framework he creates provides an exceedingly valuable set of lenses for interpreting Yorùbá sculpture. …”
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