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Landscape layout characteristics and evaluation of smart buildings based on deep learning algorithms
Published 2025-08-01“…Based on the landscape layout of intelligent buildings, this study proposes an evaluation framework based on a deep learning algorithm, aiming at improving the quality and efficiency of landscape design through intelligent means. …”
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Comparative Performance Evaluation of Scheduling Algorithms using 5G‑Air‑Simulator
Published 2025-05-01“…With the spread of new applications, efficient scheduling algorithms are mandatory to handle the allocation of the limited spectrum resources to various types of traffic and to guarantee the requirements of the quality of service and the quality of experience informed by users. …”
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Colonial bacterial memetic algorithm and its application on a darts playing robot
Published 2025-03-01“…CBMA incorporates features like multi-level clustering, dynamic gene selection, hierarchical population clustering, and adaptive co-evolutionary mechanisms, enabling efficient management of task-specific parameters and optimizing solution quality while minimizing resource consumption. The algorithm’s effectiveness is demonstrated through a real-world robotic application, achieving a 100% success rate in a robot arm’s ball-throwing task usually with significantly fewer iterations and evaluations compared to other methods. …”
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Application of machine learning assisted multi-variate UV spectrophotometric models augmented by kennard stone clustering algorithm for quantifying recently approved nasal spray co...
Published 2025-04-01“…Favorable results across all metrics affirmed the method’s eco-friendliness, real-world applicability, and cost-effectiveness, supporting sustainable development goals in pharmaceutical quality control processes.…”
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Classification of Service Sentiments on the by.U Application using the Support Vector Machine Algorithm
Published 2025-07-01“…This study aims to classify user sentiment toward the by.U application service using the Support Vector Machine (SVM) algorithm. …”
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Image Visual Quality: Sharpness Evaluation in the Logarithmic Image Processing Framework
Published 2025-06-01“…Moreover, it is the only method that is insensitive to brightness variations. Finally, various application examples are presented, like automatic autofocus control or the comparison of two blur removal algorithms applied to the same image, which particularly concerns the field of Super Resolution (SR) algorithms. …”
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Research and application of VoLTE video call quality based on machine learning
Published 2020-03-01Get full text
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Classification Evaluation Method for Complex Reservoirsin Xinglong Structural Belt
Published 2024-12-01“…Using reservoir quality factor index and macroscopic effective pore permeability index, a reservoir classification method based on machine learning algorithm and multi parameter fusion as the core has been established, effectively solving the problem of low accuracy in reservoir classification evaluation due to the lack of nuclear magnetic logging. …”
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Optimization and image quality in CT studies: application of DRLs based on clinical indication
Published 2025-05-01Get full text
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Evolution of Algorithms and Applications for Unmanned Surface Vehicles in the Context of Small Craft: A Systematic Review
Published 2024-10-01“…This combined methodological approach facilitated a systematic and transparent evaluation of the literature. This study was developed based on three research questions about the evolution of research topics, areas of application, and types of algorithms related to USVs. …”
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Software Defect Prediction For Quality Evaluation Using Learning Techniques Ensemble Stacking
Published 2023-11-01Get full text
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Dataset of Centella Asiatica leaves for quality assessment and machine learning applicationsMendeley Data
Published 2024-12-01“…To address this quality control issue using machine learning applications, we have developed an image dataset of Centella asiatica leaves. …”
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Evaluation of Teaching Quality of English Courses in Comprehensive Universities under Multiple Indicators
Published 2022-01-01“…The research results show that PSO-LSSVM algorithm has high applicability in evaluating ECCU and can provide over reference for universities to improve teaching quality and develop reform programs. …”
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Application-oriented Farsi license plate recognition using deterministic clustering algorithm and MSER detector
Published 2024-02-01“…The method is evaluated for detection and recognition, by using an Iranian image database that includes access control (AC), law enforcement (LE) and road patrol (RP) applications. …”
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Internet of Things Based Application Placement Technique in Fog Environment
Published 2025-05-01“…Despite its potential, the rapid increase in IoT applications with diverse resource and quality-of-service (QoS) requirements presents significant challenges in application deployment and resource optimization. …”
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