Trajectory Compression Algorithm via Geospatial Background Knowledge by Yanqi Fang, Xinxin Sun, Yuanqiang Zhang, Jumei Zhou, Hongxiang Feng

“…However, due to the short sampling interval of AIS data, there is a significant amount of redundant data, which increases storage space and reduces data processing efficiency. To reduce the redundancy within AIS data, a compression algorithm is necessary to eliminate superfluous points. …”
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Assessment of the Solar Potential of Buildings Based on Photogrammetric Data by Paulina Jaczewska, Hubert Sybilski, Marlena Tywonek

“…This article presents a methodology for assessing the solar potential of buildings using images from Unmanned Aerial Vehicles (UAVs) and point clouds from airborne LIDAR. The proposed method includes the following stages: DSM generation, extraction of building footprints, determination of roof parameters, map solar energy generation, removing of the areas that are not suitable for the installation solar systems, calculation of power per each building, conversion of solar irradiance into energy, and mapping the potential for solar power generation. …”
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The institutional independence comparative analysis of the supreme audit institutions by Y.M. Denysovets

“…The article conducts a comprehensive study of the institutional independence of supreme audit institutions (SAIs) using quantitative analysis methods and international comparison. Based on data from the Global Synthesis Report on SAIs covering 131 countries, the level of independence is assessed according to 12 key indicators, including: financial autonomy, transparency of management appointments, the right to determine the scope of the audit, access to information, and publication of reports. …”
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Automatic Vegetable Watering System Using Fuzzy Logic with Integration of Soil Moisture, Rain Sensors, and RTC by Dallarizki Arginanta, Wahid Miftahul Ashari

“…The system is designed to replace manual watering methods with an automated process, thus improving the efficiency and effectiveness of vegetable cultivation. …”
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Assessment of the Effectiveness and Security of Emergency Abdominal Wall Hernia Prosthetic Mesh Repair by NK Khiro, MA Hamdawi, BA Abdulhassan

“…This study was conducted to determine the safety and efficiency of polyproline mesh in complicated emergency ventral hernia. …”
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Artificial Intelligence-Assisted Selection Strategies in Sheep: Linking Reproductive Traits with Behavioral Indicators by Ebru Emsen, Muzeyyen Kutluca Korkmaz, Bahadir Baran Odevci

“…Reproductive efficiency is a critical determinant of productivity and profitability in sheep farming. …”
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Intelligent Microfluidics Research on Relative Permeability Measurement and Prediction of Two-Phase Flow in Micropores by Hongqing Song, Changchun Liu, Junming Lao, Jiulong Wang, Shuyi Du, Mingxu Yu

“…However, the current determination methods of relative permeability are inefficient and invisible without considering wetting order and pore structure characteristics either. …”
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Improvement strategies for heuristic algorithms based on machine learning and information concepts: a review of the seahorse optimization algorithm by Shixing Zheng

“…Furthermore, inspired by the entropy weight method, this study introduces an entropy-based weight allocation mechanism in the crossover and mutation process to improve the efficiency of high-quality information inheritance. …”
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Acoustic and visual optimization in the configuration of exhibition space partitioning by Thomas Ari Kristianto, Sri Nastiti Nugrahani Ekasiwi, Dhany Arifianto

“…On the other hand, designers tend to design pavilion spaces for maximum visual connectivity while considering circulation and space efficiency. This research examines the acoustic performance of three commonly used partition models to determine the relationship between partition openness and their respective acoustic environments. …”
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Effective management of science development as a whole: approaches to the topic by I. E. Selezneva, Yu. V. Sidel`nikov

“…Some shortcomings of modern methods and techniques of monitoring, evaluating the progress of scientific research and determining the level of development of science, based on scientometric indicators, are indicated. …”
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Value chain optimization in large scale gas network considering elevation and transmission direction by Xifeng Ning, Jinfeng Qiu, Dejun Yu

“…Numeric experiments demonstrate the method’s efficiency in generating high-quality solutions for the optimization problem.…”
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Impact of Digital Marketing Strategies on the Entrepreneurial Orientations of Jordan's Commercial Banks

“…Digital marketing has the potential to improve the efficiency, creativity and value of financial services, which can contribute to the resilience and prosperity of customers. …”
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The Effectiveness of Music Therapy in Patients with Negative Symptoms of Schizophrenia by Sushmitha Kota, Rakesh Jayantilal Shah

“…Conclusions: There is a significant association of each domain of negative symptoms of schizophrenia with music therapy and also improves work efficiency, irrespective of age, gender, marital status, education, and background of the patient with music therapy.…”
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SIGNS OF PHYSICAL ABILITY OF 11-12-YEAR OLD STUDENTS DURING THE COVID-19 PANDEMIC IN 2020/2021 SCHOOL YEAR by Marina Petrova

“…The state of students’ physical ability is an accurate and objective indicator, with the help of which the influence and efficiency of the educational process in physical education and sports can be revealed. …”
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Changes in the Autonomic Nervous System in Patients Poisoned by Cauterizing Liquids by T. G. Fedorenko, A. A. Lavrentyev, G. N. Sukhodolova, A. V. Badalyan

“…Objective: to examine changes in the function of the autonomic nervous system (ANS) in patients with intoxication with cauterizing liquids in relation to the condition of patients in order to early determine the prognosis of the disease. Subjects and methods. …”
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Theoretical and methodological foundations for studying the problems of developing social resources of territorial communities by N. O. Sokolova

“…Relying on the resource approach, it is possible to formulate measures to improve the development efficiency of both the territorial community as a whole and individual component of social resources.…”
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Expeditious Dynamic Clustering in Preprocessing for High-Performance Classification by Anamika Pimpa, Narissara Eiamkanitchat

“…The algorithm proposed herein streamlines the process of data comprehension, simultaneously ensuring high efficiency in classification outcomes. Moreover, it demonstrates versatility across diverse large datasets. …”
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Optimization of non-smooth functions via differentiable surrogates. by Shikun Chen, Zebin Huang, Wenlong Zheng

“…This approach bridges the gap between model accuracy and optimization efficiency, offering a practical solution for optimizing non-differentiable machine learning models that can be extended to other tree-based ensemble algorithms. …”
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Real-Time Milk Quality Control Using Multi-Spectral Sensing and Edge Computing: Advancing On-Site Detection of Milk Components with XGBoost by Mahmut Durgun

“…This study provides valuable insights into how the use of edge computing can enhance operational efficiency and ensure product quality in the dairy industry. …”
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Improved Remote Photoplethysmography Using Machine Learning-Based Filter Bank by Jukyung Lee, Hyosung Joo, Jihwan Woo

“…Moreover, its computational efficiency is expected to enable straightforward implementation in system development, making it broadly applicable across the healthcare field.…”
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