Predicting global educational inequality with a hierarchical belief rule base model by Aosen Gong, Wei He, Gaixia Ge, Cuiping Yang, Shaohua Li

“…To address these issues, we adopt the interpretable hierarchical confidence rule base (HBRB-I) model, which enables self-organized construction of hierarchical structures through a multilayer tree structure (MTS), and a new optimization scheme to improve accuracy while retaining interpretability. …”
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Generalized uncertainty principle theories and their classical interpretation by Matteo Bruno, Sebastiano Segreto, Giovanni Montani

“…In this work, we show that it is possible to define a classical system associated with a Generalized Uncertainty Principle (GUP) theory via the implementation of a consistent symplectic structure. This provides a solid framework for the classical Hamiltonian formulation of such theories and the study of the dynamics of physical systems in the corresponding deformed phase space.By further characterizing the functions that govern non-commutativity in the configuration space using the algebra of angular momentum, we determine a general form for the rotation generator in these theories and crucially, we show that, under these conditions, unlike what has been previously found in the literature at the quantum level, this requirement does not lead to the superselection of GUP models at the classical level.Finally, we postulate that a properly defined GUP theory can be correctly interpreted classically if and only if the corresponding quantum commutators satisfy the Jacobi identities, identifying those quantization prescriptions for which this holds true.…”
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Application of information technology in transportation operation: A benchmarking approach by ISM MICMAC analysis by Santosh Kumar, Sandeep Varshneya

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Circular economy: The future nexus for sustainable and resilient supply chains? by Maria Concetta Carissimi, Hameem Bin Hameed, Alessandro Creazza

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Exploring factors shaping consumer behaviour towards circular fashion: a focus on Generations Y and Z by Aya Abdelmeguid, Mohamed Afy-Shararah, Konstantinos Salonitis

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Designing Model and Levelization of the Factors Affecting Companies’ Green Financing through Banking System by Abbasali Sheikh, Parviz Saeidi, Ebrahim Abbasi, Arash Naderian

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A Unified Perspective on Musical Structure: Applying Agawu's Theory to Divergent Interpretations of Form in Mendelssohn's Violin Concerto by Setareh Beheshti, Iman Fakhr, saeed Majidi

“…Music scholars have long offered diverse interpretations and definitions of musical form, but the multiplicity of interpretations can sometimes lead to confusion and impede the attainment of a clear understanding of the structure of musical works. …”
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Structural modelling and categorization of barriers critical to adopting sustainable manufacturing practices in medium-sized garment manufacturing enterprises by Md. Jahedul Alam, Ahmed Sayem, Shanta Saha, Mohammad Muhshin Aziz Khan

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Chemically Activated Carbons from Olive Stones — Peculiarities of Pore Structure and Interpretation of Nitrogen Adsorption Data by M.A. Hourieh, M.N. Alaya, F. El-Sejariah, A.M. Youssef

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A structure-based tool to interpret the significance of kinase mutations in clinical next generation sequencing in cancer by Amith Rangarajan, Ilona Sviezhentseva, Emma Gunderson, Yana Pikman, Yana Pikman, Matthew P. Jacobson, Beth Apsel Winger, Beth Apsel Winger

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Modeling Challenges for Building Technological Capacities to Achieve Sustainability in the Food Industry by Ayyagari Venkata Subramanya Durgaprasad, Chundru Veera Venkata Satya Narayana Vara Prasad

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ON DISCRETE STRUCTURE OF GEOLOGIC MEDIUM AND CONTINUAL APPROACH TO MODELING ITS MOVEMENTS by Sh. A. Mukhamediev

“…Authors who support the second opinion, either explicitly or implicitly assume that the block structure of the geologic medium, which is detectable by geological methods, makes a direct and unambiguous impact on all other mechanical properties of the geologic medium and, above all, on the nature of its movements.Based on results obtained by interpreting the data collected in our long-term field studies of rock fracturing, mathematical processing of GPS-measurements, and theoretical models, we agree with the concept of the geologic medium’s block structure, but argue that the geologic block-structure property is not acquired but congenital. …”
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Cloud Adoption in the Digital Era: An Interpretable Machine Learning Analysis of National Readiness and Structural Disparities Across the EU by Cristiana Tudor, Margareta Florescu, Persefoni Polychronidou, Pavlos Stamatiou, Vasileios Vlachos, Konstadina Kasabali

“…The most interpretable model, a standardized RF with country fixed effects, attained MAE = 0.321, and <i>R</i>² = 0.864, making it well-suited for policy analysis. …”
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Investigation of the influence of the heterogeneous structure of concrete on its strength by V.M. Volchuk, M.A. Kotov, Ye G. Plakhtii, O.A. Tymoshenko, O.H. Zinkevych

“…The structure heterogeneity and the strength of concrete was evaluated using multifractal analysis. …”
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Structural modelling of subsurface geologic structures in Anambra and adjoining Bida Basins using aeromagnetic data: Implications for mineral explorations.

“…Four aeromagnetic data sheets (246 (Kabba), 247 (Lokoja), 266 (Auchi), and 267 (Idah)) were acquired through purchase, assemblage, analysis, and interpretation using integrated processing techniques of Euler deconvolution, analytical signal (AS), source parameter imaging (SPI), and 3D magnetic inversion model. …”
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Mapping service capabilities using ISM and fuzzy DEMATEL by Tingting Li, Dan Lv, Davod Khosroanjom

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Interpretable machine learning for stability and electronic structure prediction of Janus III–VI van der Waals heterostructures by Yudong Shi, Yinggan Zhang, Jiansen Wen, Zhou Cui, Jianhui Chen, Xiaochun Huang, Cuilian Wen, Baisheng Sa, Zhimei Sun

“…To address this, the development of interpretable ML models is essential to drive further advancements in AI‐driven materials discovery. …”
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Assessment of the Level of Digitalization of the Organization’s Human Resource Management by I. N. Kalinouskaya

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Urban forms interpretation for the car-era spaces reuse. A comparison of walking, automobile, and sustainable cities by Alessia Guaiani

“…Starting from these conditions and from the identification of a strong link between urban structure and mobility, the paper gives an interpretation of Italian cases able to connect the different components of the city, made up of spatial dimensions, represented by the urban structure, and temporal dimensions, identified in mobility patterns. …”
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An age-structured model for the coupled dynamics of HIV and HSV-2 by Georgi Kapitanov, Christina Alvey, Katia Vogt-Geisse, Zhilan Feng

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