Language model-enhanced edge factor mining in citation network by WANG Minmao, ZHAO Hongke, WU Likang, JIAO Zhixian, HUANG Zhenya

“…GNN is adept at aggregating information from neighboring nodes in graph-structured data to learn node representations, showing immense potential in the field of citation network data mining. …”
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Language model-enhanced edge factor mining in citation network by WANG Minmao, ZHAO Hongke, WU Likang, JIAO Zhixian, HUANG Zhenya

“…GNN is adept at aggregating information from neighboring nodes in graph-structured data to learn node representations, showing immense potential in the field of citation network data mining. …”
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Effectiveness of large language models and software libraries in sentiment analysis by Agnieszka WOJDECKA, Jakub GROMADZIŃSKI, Krzysztof WALCZAK

“…In contrast, software libraries showed greater variation, especially in the presence of complex linguistic structures. These findings highlight the potential of large language models in sentiment analysis tasks and underscore their robustness in interpreting nuanced language. …”
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Cerebellar Contributions to Hypokinetic Symptoms in an Acute Lesion Parkinsonism Model by Cristofer Zarate-Calderon, Gerardo Marín, Iraís Viveros-Martínez, Lizbeth Vásquez-Celaya, Porfirio Carrillo-Castilla, Gonzalo E. Aranda-Abreu, Donaji Chi-Castañeda, Luis I. García

“…<b>Conclusions:</b> These findings suggest compensatory cerebellar hyperactivity induced by VLS lesion, potentially modulating hypokinetic symptoms and highlighting dynamic network interactions. Interpretation warrants caution due to limitations inherent to the acute lesion model and experimental duration.…”
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Ontology-conformal recognition of materials entities using language models by Sai Teja Potu, Rachana Niranjan Murthy, Akhil Thomas, Lokesh Mishra, Natalie Prange, Ali Riza Durmaz

“…Abstract Extracting structured and semantically annotated materials information from unstructured scientific literature is a crucial step toward constructing machine-interpretable knowledge graphs and accelerating data-driven materials research. …”
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Explainable Artificial Intelligence (XAI) for Malware Analysis: A Survey of Techniques, Applications, and Open Challenges by Harikha Manthena, Shaghayegh Shajarian, Jeffrey C. Kimmell, Mahmoud Abdelsalam, Sajad Khorsandroo, Maanak Gupta

“…Explainable AI (XAI) addresses this gap by enhancing model interpretability while maintaining strong detection capabilities. …”
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Probabilistic Cash Flow Analysis Considering Risk Impacts by Integrating 5D-Building Information Modeling and Bayesian Belief Network by Mohammad Hosein Madihi, Mohammadsoroush Tafazzoli, Ali Akbar Shirzadi Javid, Farnad Nasirzadeh

“…The BBN has also been implemented to assess the impact of risk factors on project cash flow, considering their complex inter-related structure. In addition, a hybrid approach combining fuzzy set theory, decision-making trial and evaluation laboratory (DEMATEL), and interpretive structural modeling (ISM) is used to form the BBN. …”
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Genetic programming-based algorithms application in modeling the compressive strength of steel fiber-reinforced concrete exposed to elevated temperatures by Mohsin Ali, Li Chen, Qadir Bux Alias Imran Latif Qureshi, Deema Mohammed Alsekait, Adil Khan, Kiran Arif, Muhammad Luqman, Diaa Salama Abd Elminaam, Amir Hamza, Majid Khan

“…CS improved significantly as the steel fiber volume fraction (Vf) reached 1.5 %, plateauing thereafter. The proposed models are valid and accurate, providing designers and builders with a practical and adaptable method for estimating strength in SFRC structural applications, particularly under high-temperature conditions.…”
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In Silico Approach for Antibacterial Discovery: PTML Modeling of Virtual Multi-Strain Inhibitors Against <i>Staphylococcus aureus</i> by Valeria V. Kleandrova, M. Natália D. S. Cordeiro, Alejandro Speck-Planche

“…The physicochemical and structural interpretation of the PTML-MLP model was performed through the fragment-based topological design (FBTD) approach. …”
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Exploration of Predictive Models for Lean Services in Government Lean Banking Industry by Fazel Saydi, Morteza Musa Khani, Sedigheh Tootian, Shahrazad Tayaran

“…The path analysis of the discovered model was also examined using variance-based structural equation modeling algorithms with SPSS version 24 and SmartPLS version 3. …”
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Designing a Paradigmatic Model of Child Marriage in Bandar Abbas City by Mehdieh Moradi, Yaser Rastergar, Mostafa Zahirinia

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Increasing Systemic Resilience to Socioeconomic Challenges: Modeling the Dynamics of Liquidity Flows and Systemic Risks Using Navier–Stokes Equations by Davit Gondauri, Nino Chedia, Vakhtang Tsintsadze

“…The main hypothesis of the study is that the adapted form of the Navier-Stokes equations in financial modeling allows us to accurately study the internal dynamics of the market, liquidity diffusion, the impact of external shocks, and structural tensions. …”
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Bridging the Gap Between Tabular Information Requirements and the Information Delivery Specification (IDS) by Simon Fischer, Harald Urban, Christian Schranz, Gerhard Zucker

“…The information delivery specification (IDS) schema has emerged as a standard for structuring alphanumeric information requirements in a computer-interpretable manner. …”
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Does Intercity Transportation Accessibility Matter? Its Effects on Regional Network Centrality in South Korea by Sangwan Lee, Jeongbae Jeon, Kuk Cho, Junhyuck Im

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Designing a causal model of factors affecting the Lars supply chain by mojtaba khalesi, mojdeh rabani, Hasan Dehghan Dahnavi, Abolfazl Sadeghian, mohammad taghi honari

“…For future researches, it is suggested to use other methods such as fuzzy cognitive map, SD, or interpretive structural modeling to draw the conceptual model of the research and examine how the variables influence each other and compare the results with the results of the current research. …”
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A sequence to formula tree model for solving electrical text problems by Yanli Wang, Pengpeng Jian, Haoyu Liu, Ming Yan, Yang Li

“…However, existing solution methods either focus on semantic or structural analysis, and they cannot parse the problem text into a more interpretable form of machine solver. …”
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Providing a General Model for the Successful Implementation of Digital Transformation in Organizations by Haidar Ahmadi, Najme Parsaei, Seyyed Hamed Hashemi, Hamidreza Nematollahi

“…Data collection was primarily conducted through semi-structured interviews with 15 individuals until theoretical saturation was achieved. …”
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Identification and leveling of factors affecting the acceptance of excellence model in Islamic Azad University by Seyedeh Somayeh Mousavi Siah Deleh, Samad Jabbari Asl, Musa Rezvani Chaman Zamin

“…Abstract The purpose of this research is to identify and stratify the factors affecting the acceptance of excellence model in Islamic Azad University with the interpretive structural modeling approach. …”
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The Impact of System Models on Systems Thinking in the Context of Climate Change in Elementary School by Sven Frey, Maik Beege, Alexander Renkl, Werner Riess

“…This study investigated the effects of using alternative system models with varying visualization of temporal developments in developing different facets of systems thinking based on a heuristic structural competence model. …”
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The Proposal of a Fuzzy Ahp Based Model for the Efficiency Analysis of Technopark by Serap Tepe, A.halim Zaim

“…By applying the developed model, the results of theperformance evaluation are reached and the results are interpreted. …”
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