XAI-Enhanced Machine Learning for Obesity Risk Classification: A Stacking Approach With LIME Explanations by Mohammad Azad, Md Faraz Kabir Khan, Sameh Abd El-Ghany

“…To enhance model interpretability and reliability, we integrate a widely accepted XAI method, Local Interpretable Model-agnostic Explanations (LIME). …”
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The Persistence of Antibiotic Resistance in Observational Studies: Is It Really Due to Differences in Sub-Populations Rather than Antibiotic Use? by Peter Collignon, John J. Beggs

“…Though missing explanatory covariates are a well-known cause of falsely interpreted statistical findings, how the problem manifests in this context has a particular and interpretable structure. …”
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Human microbiome, applied to clinical practice by V. T. Ivashkin, K. V. Ivashkin

“…The Human Genome Project assumes: development of the human genome variations database (HapMap; Human Variome Project), interpretation of human phenotype differences (Encyclopedia Of DNA Elements), modeling of human phenomenon (RECON), interpretation of epigenetic variants and hereditary changes in phenotypical manifestations. …”
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Wafer Defect Classification Algorithm With Label Embedding Using Contrastive Learning by Jeongjoon Hwang, Somi Ha, Dohyun Kim

“…However, these approaches often lack interpretability, which can hinder process improvement and problem-solving efforts. …”
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Levels of subject communication in fiction literature by A. S. Komarov

“…The author of the article comes to the conclusion that understanding or misunderstanding between writer and reader as well as different interpretations of the writer's belles-lettres work by the reader lie at different stages in a degree of the reader's involvement into the intercourse suggested to him/her by the writer. …”
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Quantitative Attribution Analysis of the Spatial Differentiation of Gully Erosion in the Black Soil Region of Northeast China by Ranghu Wang, Nan Wang, Yingchao Fan, Huan Sun, Hanpei Fu, Jiuchun Yang

“…According to the results of the geodetector, lithology and soil type are the main factors that affect the spatial differentiation of gully erosion in the Sancha River basin, because their interpretation power for gully density and gully intensity was close to 10%. …”
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THE CONCEPT "SINN DES LEBENS" IN PHILOSOPHY AND PSYCHOLOGY by V. Y. Popov, Е. V. Popova

“…However, the diversity of interpretations of the concept of "meaning of life" that exists in modern scientific literature needs further reflection.…”
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Prediction and optimization of acoustic absorption performance of quasi-Helmholtz acoustic metamaterials based on LightGBM algorithm by Jianxin Xu, Weikang Mao, Xiaoqian Yu, Bingfei Liu

“…In this paper, by analyzing the model interpretation and optimization results, the optimal values of each parameter are obtained to satisfy the optimization requirements. …”
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MODUS OF SOCIAL INTEGRITY: PRACTICE OF CONSTRUCTING PRODUCTIVE CO-BEING by I. I. Brodetskaya

“…This suggests the need to find new interpretive schemes. The methodology of political philosophy in the analysis of sociality was limited. …”
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Achievement Levels of Middle School Students in the Standardized Science and Technology Exam and Formative Assessment Probes: A Comparative Study by Nermin Bulunuz, Omer Faruk Tavsanli, Mizrap Bulunuz, Funda Karagoz

“…This result indicates the poorness of students' explanation and interpretation skills in formative assessment probes. …”
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British Edition of the Monroe Doctrine versus ‘Com- munist Militarism’: Collisions between the USSR and the UK in Eastern Countries in the mid-1920s by E. Yu. Sergeev

“…British decision-makers interpreted these attempts as a Bolsheviks’ endeavor to revive the foreign policy practices of the Russian Empire and denoted them as ‘communist militarism’. …”
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FEATURES OF DECENTRALIZATION IN THE UK: EXPERIENCE OF INTERACTION BETWEEN THE GOVERNMENT AND CIVIL SOCIETY FOR UKRAINE by Olha Andrieieva, Nataliia Larina, Yurii Ruban

“…It is stated that there is a sharp gap between the way decentralization agreements are interpreted in Westminster and the way they are interpreted in Wales, Scotland and Northern Ireland. …”
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Emblematic illustrations in the editions dedicated to Jonušas Radvila (1612-1655) by Aistė Paliušytė

“…The motives of emblematic engravings, their origin, as well as their relation to the text interpreting the picture, are analyzed in the article. …”
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How is Logical Analysis Viable? by Arman Besler

“…The present paper first locates logical analysis (as a philosophical method) in this picture, by proposing to define it as a definite kind of paraphrastic (or transformative/interpretive) analysis, the kind where the language in the analysans position is a logical language. …”
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Voice Assistant Utilization among the Disability Community for Independent Living: A Rapid Review of Recent Evidence by Paola Esquivel, Kayden Gill, Mary Goldberg, S. Andrea Sundaram, Lindsey Morris, Dan Ding

“…Barriers to use mentioned in the literature included cognitive load during use, speech interpretation, lack of nonverbal control, and privacy concerns, while gray data reported limited functionality and speech interpretation as primary barriers. …”
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Optical spectra of conjugated gold nano-colloids; Scattering cross section and effects of solvent and polydispersity by Ehsan Koushki, Hamid Akherat Doost

“…These results can be of interest to experimental researchers working in the field of Au NPs and help to interpret spectral data.…”
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Frequency of Different Types of Diagnostic Errors in Patients with Central Nervous System Infections: A Cross-Sectional Observational Study by HamidReza Naderi, Fereshte Sheybani, Omid Khosravi, Mehdi Jabbari Nooghabi

“…Justification in requesting diagnostic measures and interpretation of their results based on clinical findings and patient information could be a critical factor in preventing a substantial number of diagnostic errors in patients with CNS infection.…”
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Feature engineering on climate data with machine learning to understand time-lagging effects in pasture yield predictionGitHub by Thirunavukarasu Balasubramaniam, Wathsala Anupama Mohotti, Kenneth Sabir, Richi Nayak

“…This approach also enhances interpretability, revealing diverse time-lagging effects on different pasture species. …”
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MAN AND LOGOS: HERACLITUS’ SECRET by A. V. Halapsis

“…The author of the article proposed such a variant of interpretation, within the framework of which different elements of this concept fit into a consistent model. …”
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Is a quantifier mismatch a problem for L1 Japanese learners of English? by Paul N. Nehls, Kodai Aramaki, Tomohiro Fujii

“…Experiment 2, testing Japanese L1 speakers on their interpretation of Japanese hotondo ‘most,’ revealed that while a majority of participants treated hotondo as “almost all,” there was, somewhat unexpectedly, a group of speakers who interpreted hotondo to mean “more than half.” …”
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