A flexible privacy-preservation approach for IoT-driven smart Hospital employing diverse distribution methods by Irin Loretta G., Settu Ashwini, Prameela M., Naga Malleswara Rao D.S., Kalaiyarasi M., Saravanan S.

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A Data Cleaning Method for the Identification of Outliers in Fishing Vessel Trajectories Based on a Geocoding Algorithm by Li Zhang, Weifeng Zhou

“…If there is no intersection, it is determined that the current fishing vessel position is an outlier, and this point will be excluded. The method proposed in this study is able to effectively identify outliers in trajectory data, achieving efficient and effective trajectory data cleaning and improving the accuracy and reliability of the data.…”
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An improved hybrid policy optimization method for economic-preference dispatch considering cross time-scales collaboration by Qianli Zhang, Hao Tang, Duanchao Li

“…However, existing DRL methods have a deficiency in reasonably responding to the relatively long time-scale power schedule at the dispatching level, which undermines the cooperativity between the expected schedule and RAPD and also results in the incapability of well-tracking the operation preferences. …”
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Variable Dose-Constraints Method Based on Multiplicative Dynamical Systems for High-Precision Intensity-Modulated Radiation Therapy Planning by Omar M. Abou Al-Ola, Takeshi Kojima, Ryosei Nakada, Norihisa Obata, Kohei Hayashi, Tetsuya Yoshinaga

“…Specifically, because it is as an iterative process derived from discretization of a linear differential equation system using the additive Euler method, a lower-bound clipping procedure is required to prevent the state variables for both beam coefficients and dose constraints from taking negative values. …”
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Método de avaliação da suspensão do SMAS no rejuvenescimento facial A method to evaluate the SMAS suspension in facelift by Ithamar Nogueira Stocchero, Gustavo Flosi Stocchero, Guilherme Flosi Stocchero, Alexandre Siqueira Franco Fonseca

“…CONCLUSIONS: The described methodology confirms that the round block SMAS treatment technique is efficient regarding the suspension of the superficial muscular aponeurotic system, with significant reduction of the undermined area, consequently reducing the dead space, and may be a parameter to comparison of different techniques.…”
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Low Capillary Elastic Flow Model Optimization Using the Lattice Boltzmann Method and Non-Dominated Sorting Genetic Algorithm by Yaqi Hou, Wei Zhang, Jiahua Hu, Feiyu Gao, Xuexue Zong

“…In simulations of elastic flow using the lattice Boltzmann method (LBM), the steady-state behavior of the flow at low capillary numbers is typically poor and prone to the formation of bubbles with inhomogeneous lengths. …”
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Human-Centered AI for Migrant Integration Through LLM and RAG Optimization by Dagoberto Castellanos-Nieves, Luis García-Forte

“…We evaluate generative metrics, energy efficiency metrics, and metrics for assessing contextually appropriate and non-discriminatory responses. …”
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XGBoost-Based Detection of DDoS Attacks in Named Data Networking by Liang Liu, Weiqing Yu, Zhijun Wu, Silin Peng

“…These attacks exploit the inherent data retrieval and caching mechanisms of NDN, leading to severe disruptions in data availability and network efficiency, thereby undermining the overall performance and reliability of the system. …”
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Building consistency in explanations: Harmonizing CNN attributions for satellite-based land cover classification by Timo T. Stomberg, Lennart A. Reißner, Martin G. Schultz, Ribana Roscher

“…However, a key challenge is that different attribution methods often produce different outcomes undermining trust in their results. …”
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Stakeholder Consultation Workshop on the Perceived Value of Thermostable Vaccines to Relieve Program Barriers: A Case Study from Côte d’Ivoire by Anna-Lea Kahn, Dijana Spasenoska, Kouadio Daniel Ekra, Soplé Ruth Coulibaly, Kossia Yao, Sié Kabran Kouadio, Aminatou Sar, Joanie Robertson

“…This consultation aimed to convene key immunization stakeholders in Côte d’Ivoire in order to examine their perceptions regarding the value of vaccine thermostability to address barriers to outreach and equity in immunization programs. Methods: A novel workshop model involving structured group discussions was used to document the viewpoints of national stakeholders representing different areas of the immunization program. …”
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Methodology for Automating and Orchestrating Performance Evaluation of Kubernetes Container Network Interfaces by Vedran Dakić, Jasmin Redžepagić, Matej Bašić, Luka Žgrablić

“…Any compromise in network performance can severely affect distributed HPC applications, leading to bottlenecks that undermine the entire system’s efficiency. This paper highlights the critical need for precise and consistent evaluation of Kubernetes Container Network Interfaces (CNIs) to ensure that HPC workloads can operate at their full potential. …”
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HiGoReg: A Hierarchical Grouping Strategy for Point Cloud Registration by Tengfei Zhou, Jianxiang Gu, Zhen Dong

“…To address the persistent computational bottlenecks in point cloud registration, this paper proposes a hierarchical grouping strategy named HiGoReg. This method incrementally updates the pose of the source point cloud via a hierarchical mechanism, while adopting a grouping strategy to efficiently conduct recursive parameter estimation. …”
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Prediction for Coastal Wind Speed Based on Improved Variational Mode Decomposition and Recurrent Neural Network by Muyuan Du, Zhimeng Zhang, Chunning Ji

“…Accurate and comprehensive wind speed forecasting is crucial for improving efficiency in offshore wind power operation systems in coastal regions. …”
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High-precision positioning of robotic systems on programme trajectories using satellite navigation measurements by S. V. Sokolov, A. I. Okhotnikov, D. V. Marshakov, I. V. Reshetnikova

“…Use of satellite navigation in recent years shows that such conditions undermine traditional satellite signal processing methods based on the least squares method or its modifications. …”
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Analisis Visual dan Machine Learning untuk Mengukur Validitas Dokumen Akademik Perpustakaan: Studi pada Data Turnitin by Hesti Ari Wardani, Imam Yuadi

“…Additionally, this research is expected to serve as a foundation for academic policies in strengthening plagiarism detection systems, increasing transparency in evaluation, and promoting the development of more accurate and efficient document validation methods. However, this study has limitations regarding the scope of data used, particularly in terms of study program representation and external factors that may influence Turnitin scores. …”
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Integrating digital and narrative medicine in modern healthcare: a systematic review by Efthymia Efthymiou

“…The increasing integration of digital technologies in healthcare, such as electronic health records, telemedicine, and diagnostic algorithms, improved efficiency but raised concerns about the depersonalization of care. …”
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Design of low-carbon planning model for vehicle path based on adaptive multi-strategy ant colony optimization algorithm by Qi Guo, Rui Li, Changjiang Zheng, Gwanggil Jeon

“…The method offers an innovative technical approach to vehicle path planning and is instrumental in advancing low-carbon and environmentally sustainable goals while enhancing transportation efficiency.…”
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Generative AI in Game Design: Enhancing Creativity or Constraining Innovation? by Sultan A. Alharthi

“…Generative AI tools are increasingly being integrated into game design and development workflows, offering new possibilities for creativity, efficiency, and innovation. This paper explores the evolving role of these tools from the perspective of game designers and developers, focusing on the benefits and challenges they present in fostering creativity. …”
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Neighbor-Enhanced Link Prediction in Bipartite Networks by Guangtao Cheng, Chaochao Liu, Chuting Wei, Yueyue Li, Xue Chen, Xiaobo Li

“…Local structural methods, in particular, are widely favored for their simplicity, interpretability, and computational efficiency. …”
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Scaling Up Domestic Resource Mobilization Via Non-Tax Revenues: Is The Government Directive Sustainable? by Adrian Peter Njau, Wilbard Jackson Kombe, Lemayon Lemilia Melyoki

“…Using a descriptive qualitative method approach, it examines the directive’s impact on key institutions contributing to the Treasury Consolidated Fund. …”
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