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Phenotyping of masked hypertension based on the clustering of 24-hour blood pressure monitoring data
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Aerial Dockable Multirotor UAVs: Design, Control, and Flight Time Extension Through In-Flight Battery Replacement
Published 2025-01-01“…The AirDock platform utilizes a fully actuated multirotor design, allowing independent control of six degrees of freedom (DoF) motion to maintain a constant attitude during battery exchange operations, facilitating easy docking. In this research, a generalized control allocation algorithm is introduced to manage dynamic shifts in the center of mass (CoM) during inter-modular battery transportation, ensuring safe flight control and mitigating thruster overloading: a critical factor in avoiding flight failure. …”
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Estimation of elbow flexion torque using equilibrium optimizer on feature selection of NMES MMG signals and hyperparameter tuning of random forest regression
Published 2025-02-01“…Yet, the lack of direct muscle strength measurement techniques has prompted previous research to deploy joint torque estimation using machine learning models. …”
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Device Substantiation for Generating Artificial Rain Drops by Pneumohydraulic Liquid Spraying
Published 2021-06-01“…(Materials and methods) The authors used an algorithm for calculating parameters in EXCEL or WPS spreadsheet processor and mathematical expressions. …”
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Human Clustering Based on Graph Embedding and Space Functions of Trajectory Stay Points on Campus
Published 2025-03-01“…Firstly, typical functions of spaces are categorized into 35 types in our research area, which is a university campus. Human trajectories based on Wi-Fi networks were collected as test data. …”
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Study on the mechanisms associating community outdoor public spaces with elderly behavior
Published 2025-08-01“…Abstract As the global population ages, enhancing community outdoor public spaces to accommodate the needs of senior citizens has emerged as a critical challenge. This research delves into the intricate relationship between community outdoor public spaces and the behavioral patterns of the elderly, seeking to inform strategies for optimizing these spaces. …”
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Natural Language Processing-Based Software Testing: A Systematic Literature Review
Published 2024-01-01“…This study also stressed some recurrent open challenges that need further work in future research such as the generalization of the NLP algorithm across domains and languages and the ambiguity in the natural language requirements. …”
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Machine learning enables legal risk assessment in internet healthcare using HIPAA data
Published 2025-08-01“…Each algorithm has its strengths and limitations depending on the specific legal risk assessment task. …”
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Adaptation of k-means to automated forecasting of poorly structured time series of economic dynamics
Published 2025-02-01“…Such methods help to increase the effectiveness of decision-making in conditions of uncertainty, serving as indispensable tools for modern economic research. Thus, research in this area is urgent, as confirmed not only by the nature of the series, but also by the need to find more advanced methods of analysis and forecasting. …”
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Automated workflow for the cell cycle analysis of (non-)adherent cells using a machine learning approach
Published 2024-11-01“…Understanding the cell cycle at the single-cell level is crucial for cellular biology and cancer research. While current methods using fluorescent markers have improved the study of adherent cells, non-adherent cells remain challenging. …”
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Raman and FT-IR Spectroscopy Coupled with Machine Learning for the Discrimination of Different Vegetable Crop Seed Varieties
Published 2025-04-01“…The aim of this research is to investigate the potential of Raman and FT-IR spectroscopy as well as mathematical linear and non-linear models as a tool for the discrimination of different seed varieties of paprika, tomato, and lettuce species. …”
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Endoscopic dissection of the infraorbital canal in patients with sinonasal inverted papilloma
Published 2023-06-01Get full text
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Wood Species Identification Based on Gray Level Co-Occurrence Matrix (GLCM) Features on Macroscopic Images
Published 2025-03-01“…For the classifier, the Random Forest algorithm is proposed for the identification of the machine learning model. …”
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A population Monte Carlo model for underwater acoustic telemetry positioning in reflective environments
Published 2025-04-01“…A novel time‐of‐arrival model for telemetry positioning is presented that utilizes a population Monte Carlo algorithm to solve positions (termed PMC‐TOA). Telemetry detection error is modelled as a mixture distribution, allowing reflected detections to be identified and positions to be estimated despite their presence. …”
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