Kernel Negative ε Dragging Linear Regression for Pattern Classification by Yali Peng, Lu Zhang, Shigang Liu, Xili Wang, Min Guo

“…However, they usually predefine a strict binary label matrix which has no freedom to fit the samples. In addition, they cannot deal with complex real-world applications such as the case of face recognition where samples may not be linearly separable owing to varying poses, expressions, and illumination conditions. …”
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Teaching Social and Emotional Learning to Young Learners Through Short Stories: A Conceptual Framework and Practical Guide by Soran Mustafa, Hardi Jasim Hamad

“…The study provides valuable insights into the practical application of SEL competencies in educational settings by providing a framework and a lesson plan sample. Qualitative content analysis was employed, complemented by quantitative analysis to provide a more comprehensive understanding of the samples in the short story. …”
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Research on an intelligent coagulant dosing system based on alum floc image recognition by FU Yuan, LEI Zhifeng, CUI Dongfeng, GUO Zhongquan, CAI Bohan, XIAO Yan, ZHOU Aijiao*

“…The system combines the YOLOv5 alum floc recognition algorithm and the Linear Regression dosing decision algorithm. And on this basis, a 7-dimensional fully connected BP neural network was added for training through a sample set of (563, 7) (563 samples containing 7 parameters such as the number of alum flocs, the average equivalent diameter of alum flocs, and the inflow flow rate). …”
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Increasing Minority Recall Support Vector Machine Model for Imbalanced Data Classification by Chunye Wu, Nan Wang, Yu Wang

“…In the proposed method, the modification employs a margin compensation to make the margin lopsided, enabling decision boundary drift. When the boundary reaches a certain position, the minority class samples will be more generalized to achieve the requirement of a recall rate of 1. …”
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Aetiology and Epidemiology of Maxillofacial Injuries during the Stay-At-Home Period Due To the COVID-19 Pandemic: a Single Center Study by Pooja Gangwani, Haley Harris, Molly Christie, Kyle Mecca, Basir Barmak, Antonia Kolokythas

“…Statistical analysis consisted of descriptive statistics, Chi-square, and two sample t-tests. Results: The number of patients in the 2020 group was higher (n = 195) than the number of patients in the 2019 group (n = 140). …”
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The GPR survey method in combination with destructive testing methods for the hydraulic structures technical condition studying by Suprun Veronika, Kovalenko Ivan, Ustinova Viktoriya

“…Promising research and monitoring methods were used: testing of concrete core samples using universal testing machine MIM.4-1000 and ground penetrating radar probing (by the GPR OKO-3) with ground penetrating radar survey of HS. …”
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AN ANALYTICAL INVESTIGATION OF VOLUNTARY REPORTING: A SECTORAL COMPARATIVE STUDY OF SERVICE AND MANUFACTURING COMPANIES LISTED ON THE DSE by Mohammad Rakiv

“…The findings of the study show that the average disclosure level of the sample companies is 68.58% with a standard deviation of 14.05%. …”
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Factors affecting Nepalese rural dwellers’ choice of first-contact health facility: a cross-sectional survey by Hocheol Lee, Hyeyeon Jo, Biraj Man Karmacharya, Bimala Sharma, Pramita Shrestha, Prajwal Satyal, Eun Woo Nam

“… # Methods This was a cross-sectional survey among 1,098 adult rural dwellers in Nepal. The study sample was first divided into PHC and ORC groups, and intergroup differences were tested using Pearson chi-square test and independent sample t-test. …”
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Computer‐aided biochemical programming of synthetic microreactors as diagnostic devices by Alexis Courbet, Patrick Amar, François Fages, Eric Renard, Franck Molina

“…Abstract Biological systems have evolved efficient sensing and decision‐making mechanisms to maximize fitness in changing molecular environments. …”
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Potential Aphid (Hemiptera: Aphididae) Vectors of Plum-pox Virus (Virus:Potyviridae) and Status of Sharka Disease in Stone Fruit Orchards in the East Mediterranean Region of Turkey by Melike Yurtmen, Hakan Fidan, Adalet Hazır

“…PPV infected samples that resulted uncertain from DAS-ELISA were processed to conventional RT-PCR (Reverse Transcription Polymerase Chain Reaction) to finalize the decision of PPV presence. …”
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Agroecological dimension of sustainable intensification technologies adoption in northern Ghana by Emmanuel Tetteh Jumpah, Abdulai Adams, Tomas Ratinger, Bernard Kwamena Cobinna Essel, Forzia Ibrahim

“…We applied a multistage sampling technique to obtain data from 461 small farm households in the Sudan savannah and Guinea savannah agroecological zones. …”
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Missing The Forest For The Trees: A Lack Of Upper Extremity Physical Performance Testing In Sports Physical Therapy by Matthew L Gauthier, Casey A Unverzagt, Luciana De Michelis Mendonça, Amee L Seitz

“…Fewer than half of participants reported using any physical performance test in making return to sport decisions for athletes with upper extremity injuries. …”
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Opportunities and Challenges to Improve Postpartum Care: Payors’ and Purchasers’ Perspectives in California by Lindsay Parham, Renee Clarke, MariaDelSol De Ornelas, Sabrina Li, Sylvia Guendelman

“…Participants, recruited through professional connections, were selected through purposive sampling based on their involvement in maternal and child health coverage decisions. …”
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Towards trustworthy AI-driven leukemia diagnosis: A hybrid Hierarchical Federated Learning and explainable AI framework by Khadija Pervez, Syed Irfan Sohail, Faiza Parwez, Muhammad Abdullah Zia

“…The framework trains EfficientNetB3 for the classification of leukemia cells and incorporates explainability techniques to make decisions of the underlying model transparent and interpretable. …”
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An IoT-enabled AI system for real-time crop prediction using soil and weather data in precision agriculture by MD Shaifullah Sharafat, Nilavro Das Kabya, Rahimul Islam Emu, Mehrab Uddin Ahmed, Jakaria Chowdhury Onik, Mohammad Aminul Islam, Riasat Khan

“…The dataset consists of 3,300 samples covering 22 crops and eight soil and environmental features. …”
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Navigating the outbreak: a comprehensive analysis of pediatric Mycoplasma pneumoniae pneumonia via targeted next-generation sequencing in Wuhan, 2022–2023 by Changzhen Li, Jingjing Rao, Xiaomei Wang, Lifang Feng, Yun Xiang, Feng Tang

“…This approach highlights the practical utility of our research in enhancing clinical decision-making and contributes important knowledge to the field.…”
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HKA-Net: clinically-adapted deep learning for automated measurement of hip-knee-ankle angle on lower limb radiography for knee osteoarthritis assessment by Young-Tak Kim, Beom-Su Han, Jung Bin Kim, Jason K. Sa, Je Hyeong Hong, Yunsik Son, Jae-Ho Han, Synho Do, Ji Seon Chae, Jung-Kwon Bae

“…Abstract Background Accurate measurement of the hip-knee-ankle (HKA) angle is essential for informed clinical decision-making in the management of knee osteoarthritis (OA). …”
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Just another tablet? Identifying barriers to statin uptake in patients living with HIV by Adam Darnley, Aarzoo Bhatia, Evelyn Ikekpeazu, Chitra Babu, Anna Garner, Orla McQuillan, Andrew Tomkins, Chris Ward, Clare Wood

“…Materials and Methods: A random sample of PLHIV aged ≥40 years who attended an HIV appointment since March 2024 was selected. …”
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Operationalizing Human Health Indicators to Link with Ecosystem Changes of Water Streams: An OneAquaHealth Protocol by Marilena ANASTASAKI, Catherine CHRONAKI, Anne MOEN, Eleni KOKINOU, Stratos KOKOLAKIS, Matenia KARAGIANNIDOU, May-Linn MØRK, Silje HENNI

“…Predictive modelling, geospatial and trends analyses, and causal relationships between ecosystem changes and health outcomes to inform evidence-based decision-making will be developed. This will support (near) real-time monitoring of indicators, enabling dynamic updates and allowing decision-making in due time. …”
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An analytical study of the use of VAR technology and its relationship to the psychological hesitation of referees in the Iraqi Professional League by Ahmed Thare Hani, Mohannad Talib Abd, Samer Saad Ibrahim

“…The researcher chose all referees as a sample, as the sample amounted to (80) referees, i.e. a percentage of (100%) of the community. …”
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