Unfair Terms and Unpredictability in the Insurance Contract by Ioana Nely MILITARU

“…Unfair terms in insurance contracts are identified by courts of law, usually notified by the insured. The courts interpret the insurance policies clauses that are ambiguous, unclear, and even illegal. …”
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Integrable 2D Time-Irreversible Systems with a Cubic Second Integral by H. M. Yehia, A. A. Elmandouh

“…Special cases are given interpretation as a motion of a particle on a sphere endowed with a Riemannian metric, a particle in the Euclidean plane, and new generalizations of two cases of motion of a rigid body with a cubic integral, known by names of Goriachev-Chaplygin and Goriachev.…”
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The Frataraka of Persis by Raúl Navas-Moreno

“…Furthermore, the article will endeavour to connect the dynasts with their socio-cultural and historical context to establish an inclusive interpretation that significantly highlights the closely linked political entities of the Frataraka and Seleucids, together with their connections to Achaemenids, Arsacids, and Sasanians. …”
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The Role of Organizational Culture in KnowledgeManagement in Small Companies by Kaja Prystupa

“…Therefore, the aim of this research is the examination of organizational culture in small Polish companies with the application of a symbolic-interpretive perspective.…”
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The learning process of physical education lessons in education through virtual education by mahyar yarahmadi, Habib Honari, Meysam Shabaninia

“…Jalalniya (2022) in a research investigated the presentation of the evaluation model of virtual education in higher education during the corona epidemic with a structural-interpretive approach. The structural-interpretive method was used to determine the relationships and design of the final model. …”
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Human development I: Twenty Fundamental Problems of Biology, Medicine, and Neuro-Psychology Related to Biological Information by Tyge Dahl Hermansen, Søren Ventegodt, Erik Rald, Birgitte Clausen, Maj Lyck Nielsen, Joav Merrick

“…The problems discussed are interpreted within the frames of a universe of roomy fractal structures containing energetic patterns that are able to deliver biological information. …”
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Predicting Energy Consumption Using Stacked LSTM Snapshot Ensemble by Mona Ahamd Alghamdi, Abdullah S. AL-Malaise AL-Ghamdi, Mahmoud Ragab

“…The model shows that high levels of accuracy prove accurate predictive ability, and together with high levels of stability, the model has good interpretability, which is not typically accounted for in models. …”
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OCT-based diagnosis of glaucoma and glaucoma stages using explainable machine learning by Md Mahmudul Hasan, Jack Phu, Henrietta Wang, Arcot Sowmya, Michael Kalloniatis, Erik Meijering

“…The developed user-friendly XAI software tool shows potential as a valuable tool for eye care practitioners, offering transparent and interpretable insights to improve decision-making.…”
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The Effects of Different Phase on Independent Visual Fields SSVEP Responses by Dalu Zheng, Songyun Xie, Xinzhou Xie, Michael Scholz, Hao Tang

“…Binocular disparate stimulation based on steady-state visual evoked potentials (SSVEP) generates more recognizable features but also introduces complexity hardening the interpretability of SSVEP responses. The individual contribution of each visual pathway when stimulating parts of the visual field remains unclear and is further obfuscated by the large spatial integration of EEG systems. …”
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Fault Detection and Diagnosis in Industry 4.0: A Review on Challenges and Opportunities by Denis Leite, Emmanuel Andrade, Diego Rativa, Alexandre M. A. Maciel

“…While ML-based RT-FDD offers different benefits, including fault prediction accuracy, it faces challenges in data quality, model interpretability, and integration complexities. This review identifies a gap in industrial implementation outcomes that opens new research opportunities. …”
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Personalized prediction of anticancer potential of non-oncology drugs through learning from genome derived molecular pathways by Xiaobao Dong, Huanhuan Liu, Ting Tong, Liuxing Wu, Jianhua Wang, Tianyi You, Yongjian Wei, Xianfu Yi, Hongxi Yang, Jie Hu, Haitao Wang, Xiaoyan Wang, Mulin Jun Li

“…To summarize, CHANCE offers a personalized and interpretable approach, serving as a valuable tool for mining non-oncology drugs in the precision oncology era.…”
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Application of Artificial Intelligence in Radiological Image Analysis for Pulmonary Disease Diagnosis: A Review of Current Methods and Challenges by Karolina Zalewa, Joanna Olszak, Wojciech Kapłan, Dominika Orłowska, Lidia Bartoszek, Marta Kaus, Natalia Klepacz

“…However, challenges persist, including the need for diverse training datasets, model interpretability, and integration into existing workflows. …”
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Toward Generality of a Framework for Quantifying Biomechanical Stability: Demonstration on the Ankle by Aleksander Skrede, Andreas Fagerhaug Dalen, Alf Inge Hellevik, Oyvind Stavdahl, Robin T. Bye

“…Increased joint motion between states can be interpreted as decreased stability, whereas decreased joint motion can be interpreted as increased stability. …”
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Enhanced multiscale human brain imaging by semi-supervised digital staining and serial sectioning optical coherence tomography by Shiyi Cheng, Shuaibin Chang, Yunzhe Li, Anna Novoseltseva, Sunni Lin, Yicun Wu, Jiahui Zhu, Ann C. McKee, Douglas L. Rosene, Hui Wang, Irving J. Bigio, David A. Boas, Lei Tian

“…This enhanced imaging modality integrates high-throughput 3D imaging, low sample variability and high interpretability, making it suitable for 3D histology studies. …”
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Identification of Maize Kernel Varieties Using LF-NMR Combined with Image Data: An Explainable Approach Based on Machine Learning by Chunguang Bi, Xinhua Bi, Jinjing Liu, He Chen, Mohan Wang, Helong Yu, Shaozhong Song

“…To address the need for rapid and non-destructive variety identification, this study developed a novel interpretable machine learning approach that integrates low-field nuclear magnetic resonance (LF-NMR) with morphological image features through an optimized support vector machine (SVM) framework. …”
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Considerable decline in prostate cancer mortality in Nordic countries after 2000 by Rune Kvåle, Giske Ursin, Christian Ekanger, Bjørn Møller

“…The Nordic countries are no longer among the countries with the highest mortality in Europe. Interpretation: Mortality from prostate cancer has decreased significantly in the Nordic countries over the last decades. …”
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AI-Driven Plant Health Assessment: A Comparative Analysis of Inception V3, ResNet-50 and ViT with SHAP for Accurate Disease Identification in Taro by Valeria Maeda-Gutiérrez, Juan José Oropeza-Valdez, Luis C. Reveles-Gómez, Cristian Padron-Manrique, Osbaldo Resendis-Antonio, Luis Octavio Solís-Sánchez, Hector A. Guerrero-Osuna, Carlos Alberto Olvera Olvera

“…The novelty of this work lies in the first-ever integration of SHapley Additive exPlanations (SHAP) with deep learning architectures to enhance model interpretability while providing a comprehensive comparison of state-of-the-art methods for this underexplored crop. …”
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Symmetries for the Semi-Discrete Lattice Potential Korteweg–de Vries Equation by Junwei Cheng, Xiang Tian

“…Additionally, we construct the non-isospectral flows associated with the <i>x</i>-part of the Lax pair, which can be interpreted as the master symmetries of the semi-discrete lattice potential Korteweg–de Vries equation.…”
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DIALOGUE AS AN INSTRUMENT OF PEDAGOGICAL RESEARCH by Andrey V. Korzhuev, Iliya I. Khersonskiy, Albina R. Sadykova

“…The article focuses on the peculiarities of pedagogical knowledge in the context of its representation in a dialogue format, among them are: nonstability of terminological apparatus; plurality of interpretation of main positions and terms; cognitive barriers; inefficient patterns of thinking; methodological problems related to the difficulties of transition from general theoretical propositions to practical recommendations. …”
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Toxicity of Tomato and Bell Pepper Insecticides/Miticides to Beneficial Insects by Mark A. Mossler

“… This document contains a table that presents categories that were either obtained from the Environmental Protection Agency, Kopperts Side-Effects Database, UF/IFAS Pest Management Strategic Plans, or label interpretation. When different categories are listed for different life stages (e.g. highly toxic in larval stage but nontoxic as an adult), the more toxic category has been placed in the table. …”
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