Large dataset on Fourier transform near infrared (FT-NIR) spectroscopy of green and roasted specialty coffee: Preprocessed infrared spectra and sensory scores for machine learning-... by Andrés F. Bahamón-Monje, Ever M. Morales-Angulo, Gentil A. Collazos-Escobar, Nelson Gutiérrez-Guzmán

“…This dataset enhances research on coffee quality, chemical marker identification, and roasting optimization, supporting both scientific and industrial applications. The dataset is structured into Excel files, systematically organized by processed samples and their replicates, providing a valuable framework for further analysis, model development, and calibration of multivariate statistical models.…”
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Research on Chinese Semantic Relation Extraction in Marine Engine Rooms Based on Multi-Feature Fusion by Xicai Liu, Zhengquan Wang, Fubo Wang

“…These findings highlight that the fusion of semantic and syntactic structural features enhances the model’s informational content and interpretative capabilities.…”
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The Roman pier of San Cataldo: from archaeological data to 3D reconstruction by Ivan Ferrari, Aurora Quarta

“…The final model represents a reasonable synthesis of the interpretation of the collected data, and serves as a starting point for tackling the future integration or modification of the structure. …”
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Theoretical and Methodological Approach to Managing the Formation of Historical Memory in Young People by Martyshenko Nikolay

“…An effective management of historical memory formation requires quantitative models based on the current structure of the youth as a social stratum. …”
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Introduction to deep learning methods for multi‐species predictions by Yuqing Hu, Sara Si‐Moussi, Wilfried Thuiller

“…Additionally, we showcased how interpretability tools can illuminate community structure as seen by deep learning models. …”
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3D hypothetical reconstruction of a Neolithic hut from the waterlogged site of La Draga (Banyoles, Spain) by Evdoxia Tzerpou, Ivan Campana, Jan Salazar, Oriol López-Bultó, Antoni Palomo, Raquel Piqué, Xavier Terradas, Juan A. Barceló

“…A basic spatial model was constructed first, the architectural model of the base plane of the structure was then modelled, and finally, it followed the overhead plane of the structure. …”
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IDEALISM, PRAGMATISM, OPPORTUNISM: Explaining Islamist Movements in Contemporary Indonesia by Ahmad Norma Permata

“…This article suggests that one way to move the literature forward is to take Islamism as a mental model, which helps to distinguish it from Islam as a religion clinically and to understand the structure of Islamist behaviors better. …”
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Leveraging mixed-effects regression trees for the analysis of high-dimensional longitudinal data to identify the low and high-risk subgroups: simulation study with application to g... by Mina Jahangiri, Anoshirvan Kazemnejad, Keith S. Goldfeld, Maryam S. Daneshpour, Mehdi Momen, Shayan Mostafaei, Davood Khalili, Mahdi Akbarzadeh

“…The autocorrelation structures include a first-order autoregressive process, a compound symmetric structure with a constant correlation, and a general correlation matrix. …”
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Acute Respiratory Infection (ARI) in children in Ethnic Minority Communities of Chittagong Hill Tracts, Bangladesh: A qualitative study by Maidul Alam Chaklader

“…Despite the widespread tendency to consider folk beliefs in binary opposition to biomedical causes, findings from this study show that both consider proximate and underlying factors related to childhood ARI and many of these underlying factors that render children more susceptible to ARI are actually common to both models. Treatment-seeking behaviour is a complex process represented by shifting interpretations of the illness and treatment options and constrained by poverty and other structural factors that set the context in which study participants operate on a daily basis. …”
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Unpacking Sarcasm: A Contextual and Transformer-Based Approach for Improved Detection by Parul Dubey, Pushkar Dubey, Pitshou N. Bokoro

“…The proposed methodology leverages transformer-based models (RoBERTa and DistilBERT), integrating context summarization, metadata extraction, and conversational structure preservation to enhance sarcasm detection. …”
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The Genesis of a Thin-Bedded Beach-Bar System Under the Strike-Slip Extensional Tectonic Framework: A Case Study in the Bohai Bay Basin by Jing Wang, Youbin He, Hua Li, Bin Feng, Zhongxiang Zhao, Xing Yu, Xiangyang Hou

“…Integrating drilling cores, wireline log interpretations, three-dimensional seismic data, geochemical analyses, and palynological data, this study investigates the sedimentary characteristics, sandbody distribution patterns, controlling factors, and genetic model of this lacustrine beach-bar system. …”
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Review of Self-Powered Wireless Sensors by Triboelectric Breakdown Discharge by Shuzhe Liu, Jixin Yi, Guyu Jiang, Jiaxun Hou, Yin Yang, Guangli Li, Xuhui Sun, Zhen Wen

“…While current breakdown discharge sensors face challenges such as energy dissipation, multimodal coupling complexity, and signal interpretation barriers, future breakthroughs in material engineering and structural design are anticipated to drive advancements in efficiency, miniaturization, and intelligent functionality in this field.…”
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A Core Ontology for Whole Life Costing in Construction Projects by Adam Yousfi, Érik Andrew Poirier, Daniel Forgues

“…Implemented in web ontology language (OWL), it models cost categories, temporal aspects, and discounting logic in a machine-interpretable format. …”
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Cooperative behavior in pre-state societies: an agent based approach to the Axum civilization by Riccardo Vasellini, Riccardo Vasellini, Gilda Ferrandino, Luisa Sernicola, Daniele Vilone, Daniele Vilone, Chiara Mocenni

“…IntroductionThis study intends to test the hypothesis that, contrary to traditional interpretation, the social structure of the polity of Aksum–especially in its early stages–was not characterized by a vertical hierarchy with highly centralized administrative power, and that the leaders mentioned in the few available inscriptions were predominantly ritual leaders with religious rather than coercive political authority. …”
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A Comparative Study on the Approach to Legal Capacity in the Convention on the Rights of Persons with Disabilities and Iranian Law by Mohammad Keyvan, Sepanta Mojtahedzadeh, Ehsan Shahsavari

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Characteristics of factors affecting the sustainable development of agricultural enterprises by Nadvodnyuk О.

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THEORETICAL AND METHODOLOGICAL BASIS OF CONSUMER BEHAVIOR UNDER MODERN CONDITIONS by Valentyna Litynska

“…These are such models as: a need-motivation model, a decision-making model, a model of the influence of the social environment, a model of the structure of consumer relations, a model of the distribution of responsibility for decision-making. …”
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Enhanced BLIP-2 Optimization Using LoRA for Generating Dashcam Captions by Minjun Cho, Sungwoo Kim, Dooho Choi, Yunsick Sung

“…It comprises two steps: (1) transforming structured dataset labels into descriptive captions in natural language using a large language model (LLM), and (2) optimizing Q-Former in a BLIP-2 module with low-rank adaptation (LoRA) to achieve efficient domain adaptation. …”
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Improving national-scale breeding bird surveys with integrated distance sampling by Jean Nabias, Romain Lorrillière, Jérémy Dupuy, Laurent Couzi, Luc Barbaro

“…Integrated models represent a promising tool for ecological science, permitting the joint use of large unstructured datasets with scale-restricted structured surveys.…”
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NIR Spectroscopy with Application of Chemometric Algorithms in Forensic Wood Analysis by A. N. Khokh, P. S. Voskanyan, A. A. Petrosyan

“…The authors demonstrate the possibility of interpreting the obtained spectral data using formal independent class analogy modeling and discriminant analysis of projections onto latent structures. …”
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