Deep learning framework for fruit counting and yield mapping in tart cherry using YOLOv8 and YOLO11 by Anderson L.S. Safre, Alfonso Torres-Rua, Brent L. Black, Sierra Young

“…Fruit counting was performed using a combination of YOLO models and the BoT-SORT tracking algorithm. The resulting number of fruits was compared to the actual weights of harvested fruit from individual trees. …”
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Enhanced early detection of dysarthric speech disabilities using stacking ensemble deep learning model by Jagat Chaitanya Prabhala, Ravi Ragoju, Venkatanareshbabu Kuppili, Christophe Chesneau

“…This scalable and adaptive model offers a valuable tool for healthcare professionals, enabling precise and automated early diagnosis of dysarthria. Future research could explore alternative evolutionary algorithms, reinforcement learning techniques, and hybrid deep learning approaches to enhance speech disorder classification.…”
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Multi-objective Flexible Planning of Transmission Network Considering Wind Power and Load Uncertainties by Juanjuan WANG, Tao WANG, Zihan LIU, Hainan ZHU, Fengshuo LI, Huazhong SUN

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Optimization and Benefit Assessment of LID Layout Based on the MCDA Approach at a Campus Scale by Zexin Lei, Lijun Li, Yanrou Wei, Wenzheng Zhang, Junjie Luo, Xuqiang Zhao

“…Low-impact development (LID) offers environmental, economic, and social benefits, yet research on optimizing facility combinations remains limited. …”
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Development of the technique of evaluating the professionalism of young pharmacists as a basic component of their social responsible behavior by N. О. Tkachenko, B. Р. Hromovyk, L. N. Serhieieva

“…The aim of the work is to develop a methodology for assessing the professionalism of the modern young pharmacist as the main component of his socially responsible behavior, as well as to verify the reliability and validity. Materials and research methods. Information and grouping methods, comparison and statistical analysis, questionnaire survey and expert evaluation methods were used at this work. …”
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Evaluation of future land use change impacts on soil erosion for holota watershed, Ethiopia by Abebe Chala Guder, Worku Firomsa Kabeta

“…Using Landsat imagery from 2000, 2010, and 2020, supervised classification with the maximum likelihood algorithm was applied in Google Earth Engine (GEE) to map five LULC classes: forest, cropland, built-up areas, shrubland, and grassland. …”
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Fire spread simulations using Cell2Fire on synthetic and real landscapes by Minho Kim, Cristobal Pais, Marta C. Gonzalez

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Online Fault Tolerant RUL Prediction Strategy for Lithium-Ion Batteries Using Machine Learning by Brahim Zraibi, Mohamed Mansouri, Chafik Okar, Hicham Chaoui

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An integrated Artificial neural network technique to optimize the various parameters of Pineapple/SiO2/epoxy-based nanocomposites under NaOH treatment by Natrayan Lakshmaiya, Naga Dheeraj Kumar Reddy Chukka, Seeniappan Kaliappan, V. Balaji, Nimel Sworna Ross, Ramya Maranan

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An Interpretable Method for Asphalt Pavement Skid Resistance Performance Evaluation Under Sand-Accumulated Conditions Based on Multi-Scale Fractals by Yuhan Weng, Zhaoyun Sun, Huiying Liu, Yingbin Gu

“…The skid resistance of asphalt pavement is vital for traffic safety and reducing accidents. Existing research using only wavelet transforms or fractal theory to study the pavement surface texture-skid resistance relationship has limitations. …”
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Efficient automated detection of power quality disturbances using nonsubsampled contourlet transform & PCA-SVM by Pampa Sinha, Kaushik Paul, Asit Mohanty, IM Elzein, Chandra Sekhar Mishra, Mohamed Metwally Mahmoud, Daniel Eutyche Mbadjoun Wapet, Abdulrahman Al Ayidh, Ahmed Althobaiti, Hany S Hussein, Thamer AH Alghamdi, Ahmed M Ewais

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Mechanisms of three typical endocrine-disrupting chemicals causing myocardial infarction: Gene-level computational modeling by Jing-Xuan Zhou, Shan-Shan Chen, Zi-Yi Zheng, Wang-Bo Yuan, Xiong-Bo Liu, Hong-Gang Ni

“…This study provides a new insight into the molecular mechanism of EDCs in MI, and provides a theoretical basis for the prevention of cardiovascular diseases and environmental toxicology research.…”
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Minding the gap. Drug-related problems among breastfeeding women by Karolina Morze, Edyta Szałek, Magdalena Waszyk-Nowaczyk

“…Causality assessment for adverse events was performed using the Naranjo algorithm and the Liverpool Causality Assessment Tool (LCAT).ResultsThis study found a high prevalence of DRPs among 190 out of 200 breastfeeding women. …”
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Joint classification and regression with deep multi task learning model using conventional based patch extraction for brain disease diagnosis by Padmapriya K., Ezhumalai Periyathambi

“…Results One of our unique discoveries is that, using our datasets, we verified that our proposed algorithm, DMTCNN, could appropriately categorize dissimilar brain disorders. …”
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Polygraph and audio synchronization applied to apnea event analysis based on non-negative matrix factorization by Francisco David Gonzalez-Martinez, Juan De La Torre-Cruz, Julio Jose Carabias-Orti, Francisco Jesus Canadas-Quesada, Alejandro Antonio Salvador-Navarro, Jose Ranilla, Lyam Lamrini-H. Laarbi

“…Consequently, considerable research has been dedicated to developing audio-based OSA assessment techniques based on data from synchronized audio and PSG/PG recordings. …”
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QuadTPat: Quadruple Transition Pattern-based explainable feature engineering model for stress detection using EEG signals by Veysel Yusuf Cambay, Irem Tasci, Gulay Tasci, Rena Hajiyeva, Sengul Dogan, Turker Tuncer

“…The first phase of this research is the data collection phase, and an EEG stress dataset was gathered from 310 participants. …”
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Study on Color Detection of Korla Fragrant Pears by Near-Infrared Spectroscopy Combined with PLSR by Yifan Xia, Yang Liu, Hong Zhang, Jikai Che, Qing Liang

“…The pre-processed spectral data were subjected to characteristic band extraction using the successive projections algorithm (SPA) and uninformative variable elimination (UVE) methods. …”
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Numerical investigation of natural convection slip flow affected by magnetic field in two-dimensional microchannel by Mohsen Saghafian, Mehdi Moslehi, Omid Ali Akbari

“…The SIMPLE-C co-located body fitted algorithm is used. For convection terms, QUICK scheme and for diffusion terms, central difference are used. …”
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Estimating the summer residual flow based on sea surface temperature within a narrow strait by Juncheng Xie, Peng Bai, Xiaowei Xu, Lingling Xie, Mingming Li, Ying Gao

“…Addressing this gap, we developed an innovative algorithm to inversely calculate residual flow using satellite-derived sea surface temperature (SST) data, with a case study on the tide-dominated narrow Qiongzhou Strait in the northern South China Sea. …”
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Model of Interaction of Structural Elements of the Financial Market of Ukraine by Kochorba Valeriia Yu.

“…The development of the financial market and the interaction of its components is the subject of research by many scholars, whose works laid the foundation for a modern understanding of how financial markets function and how they affect the economy as a whole. …”
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