Dynamic Multi-Model Container Framework for Cloud-Based Distributed Digital Twins (dDTws) by Nidhal Al-Sadoon, Raimar J. Scherer, Christoph F. Strnadl

“…The increasing complexity of data management in the Architecture, Engineering, and Construction (AEC) industry, driven by the adoption of distributed digital twins (dDTws) and cloud-based solutions, presents challenges in interoperability, data sovereignty, and scalability. …”
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Long-Term Care in Germany in the Context of the Demographic Transition—An Outlook for the Expenses of Long-Term Care Insurance through 2050 by Patrizio Vanella, Christina Benita Wilke, Moritz Heß

“…Informed decisions on this matter to ensure the sustainability of the statutory long-term care insurance system require reliable knowledge of the associated future costs. …”
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Le sol, une ressource à considérer dans les stratégies d’aménagement des villes : mise en place d’une démarche collaborative pour construire un outil d’aide à la décision d’affecta... by Jean-Noël Consalès, Anne Blanchart, Geoffroy Séré, Laure Vidal-Beaudet, Christophe Schwartz

“…This tool, which is currently being calibrated, provides a scoring system for the main soil functions which makes it possible to consider the soil as an essential element in the complexity of the territorial and urban fabric.…”
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Beyond the Grid: GLRT-Based TomoSAR Fast Detection for Retrieving Height and Thermal Dilation by Nabil Haddad, Karima Hadj-Rabah, Alessandra Budillon, Gilda Schirinzi

“…One way to address these issues is through statistical detection approaches such as the Generalized Likelihood Ratio Test, which ensures a Constant False Alarm Rate. While effective, these methods face two primary limitations: high computational complexity and the off-grid problem caused by the discretization of the search space. …”
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Phenomenological Study on Professional Role Transition of New Graduate Nurses by Prabha Lis Thomas, Leeba Cible, Jasmine Joseph, Lissymol PA

“…From 12 months and above Knowing phase the subjects experienced less stress gained confidence and improved their individual capacity to cope and the themes unfolded were ldquoYes I know and to be empoweredrdquo.Conclusion The study revealed the complexity in the transition from student to registered nurse. …”
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A minimal deterministic model reveals integration of spindle assembly and position checkpoints in mitosis by Bashar Ibrahim

“…Abstract The spindle assembly checkpoint (SAC) and spindle position checkpoint (SPOC) are essential surveillance systems that ensure accurate chromosome segregation and proper spindle orientation during mitosis. …”
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Evaluating the efficacy of fuzzy Bayesian networks for financial risk assessment by Xiong Tingyan, Liu Zeping, Zhang Minghong

“…Traditional predictive tools based on crisp models offer foundational insights, while the evolving complexities in global financial markets necessitate more nuanced analytical techniques. …”
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Research on the Self-Drilling Anchor Pull-Out Test Model and the Stability of an Anchored Slope by Jinkui Li, Xiaoci Zhang, Gaoyu Li

“…Symmetrical anchor configurations in the numerical model reduced computational complexity while maintaining accuracy in stress distribution analysis. …”
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ARIME-DWA: Robot Path Planning Utilizing Advanced RIME Optimization and Dynamic Windows Approach by Likun Hu, Chengjie Cai

“…Theoretical analysis has proven that the time complexity of the ARIME is the same as that of the RIME algorithm. …”
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Divergent impact of green and non-green technological innovations on the dynamics between renewable energy, economic growth, and the environment by Jenifer Rajkumar, Chitra Devi Nagarajan

“…The results of this study highlight the importance of tailoring technological innovation strategies to align with economic development objectives while considering environmental implications, particularly within the renewable energy sector, to ensure a sustainable energy future.…”
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Beyond the Counter: A Systemic Mapping of Nanostore Identities in Traditional, Informal Retail Through Multi-Dimensional Archetypes by David Ernesto Salinas-Navarro, Eliseo Vilalta-Perdomo, Christopher Mejía-Argueta

“…This analysis yields twenty-four archetypes that capture the diversity, complexity, and adaptability of nanostores. The findings reveal that nanostores are not a homogeneous category. …”
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Blockchain-Based Electronic Health Record: Systematic Literature Review by Nehal Ettaloui, Sara Arezki, Taoufiq Gadi

“…This comprehensive search, finalized in December 2022, utilized stringent inclusion and exclusion criteria to ensure the selection of high-quality articles, thereby guaranteeing transparency and unbiased results. …”
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CurriMAE: curriculum learning based masked autoencoders for multi-labeled pediatric thoracic disease classification by Taeyoung Yoon, Daesung Kang

“…To address this challenge, we propose CurriMAE, a curriculum-based training approach that progressively increases the masking ratio during pretraining to balance task complexity and computational efficiency. In CurriMAE, the training process spans 800 epochs, with the masking ratio gradually increasing in four stages: 60% for the first 200 epochs, followed by 70%, 80%, and finally 90% in the last 200 epochs. …”
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Personalized Course Recommendation System: A Multi-Model Machine Learning Framework for Academic Success by Md Sajid Islam, A. S. M. Sanwar Hosen

“…The increasing complexity of academic programs and student needs necessitates personalized, data-driven academic advising. …”
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A Robust Optimization Approach for E-Bus Charging and Discharging Scheduling with Vehicle-to-Grid Integration by Mingyu Kang, Bosung Lee, Younsoo Lee

“…However, large-scale integration of E-buses and Vehicle-to-Grid (V2G) technology introduces scheduling complexities for charging and discharging operations arising from uncertainties in energy consumption and load reduction requests. …”
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Network security of the National Natural Science Foundation of China: today and prospects by Dong LI, Yanni HAO, Shenghui PENG, Ruijie ZI, Ximeng LIU

“…The National Natural Science Foundation of China (hereinafter referred to as the Natural Science Foundation of China) is responsible for effectively utilizing the National Natural Science Foundation of China, supporting basic research, adhering to free exploration, playing a guiding role, and discovering and cultivating science and technology in accordance with the national guidelines, policies and plans for the promotion of scientific and technological progress and coordinated economic and social development.With the continuous development of new productive forces represented by information technology, the Natural Science Foundation of China has been committed to promoting the informatization and intelligence of fund management.With the increasing complexity of business types, various types of network attacks, such as information leakage attacks, are encountered in the construction of informatization and make network security face severe challenges.The network security construction of the Natural Science Foundation of China was took as the main line and the network security construction of the existing platform was introduced.At present, a network security system structure with the science fund project management as the core has been established to ensure the safe and stable operation of the network system.The main information systems of the Natural Science Foundation of China (Natural Science Foundation Shared Service Network, business department website, email system) and its main threats were analyzed and introduced.Then the thoughts and suggestions in the follow-up informatization and network security construction were given.The Natural Science Foundation of China will start the construction of a new generation of secure network.Under the premise of fully considering the characteristics of science fund review, management, and open sharing, it will achieve the overall goal of “smarter, safer, and better” and carry out network security system construction for relevant units.…”
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Assessment of Professional Teacher Training in the Context of Inclusion in Belarus by V. Khitryuk

“… <p>The results of an empirical study of a comprehensive assessment of the professional training of future teachers of various specialties (preschool educators, primary school teachers, subject teachers, psychology teachers, social educators, speech pathologists) at higher education institutions in the Republic of Belarus are presented. The complexity of the assessment is ensured by the study of all components of professional teacher training (educational conditions, educational process, educational results) and the representativeness of the multi-subject groups of respondents (vice-rectors for academic affairs of institutions of higher education, teaching staff, graduate students and undergraduates). …”
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Service Function Chain Migration: A Survey by Zhiping Zhang, Changda Wang

“…However, in dynamic network environments, SFC faces significant challenges, such as resource fluctuations, user mobility, and fault recovery. To ensure service continuity and optimize resource utilization, an efficient migration mechanism is essential. …”
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Artificial Intelligence (AI) in the Family System: Possible Positive and Detrimental Effects on Parenting, Communication and Family Dynamics by Máté Bence Szondy, Ágnes Magyary

“…Fostering AI literacy within families is essential to navigate the complexities and harness the advantages of AI technologies.…”
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Pedagogías activas en matemáticas financieras by German Gustavo Ospina Hernández, Henry de Jesús Gallardo Pérez, Daniel Villamizar Jaimes

“…Teachers report a lack of training, which has led them to additional self-training in the use of active methodologies, along with assimilating the complexity of preparing teaching materials for their implementation. …”
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