Yu Chen
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View article: The Role of Psychological Factors and Transfer Experiences in STEM Identity: A Regression Analysis of Vertical and Lateral Transfers
The Role of Psychological Factors and Transfer Experiences in STEM Identity: A Regression Analysis of Vertical and Lateral Transfers Open
Background STEM transfer students tend to have lower transfer rates, lower degree completion rates, and longer time to degree. STEM identity, defined as how individuals perceive and position themselves within STEM fields, positively influe…
View article: Does a non-performing assets disposal fund help control systemic risk? Evidence from an interbank financial network in China
Does a non-performing assets disposal fund help control systemic risk? Evidence from an interbank financial network in China Open
The COVID-19 pandemic precipitated a surge in the non-performing assets held by financial institutions, elevating systemic risk in financial networks. Therefore, developing strategies to alleviate this risk, with a focus on non-performing …
View article: Development and validation of a spontaneous preterm birth risk prediction algorithm based on maternal bioinformatics: A single-center retrospective study
Development and validation of a spontaneous preterm birth risk prediction algorithm based on maternal bioinformatics: A single-center retrospective study Open
At the time of delivery, ALP, AFP, ALB, HCT, TC, DBP, ALT, PLT, height, and SBP are influential factors for sPTB in pregnant women. The XGBoost algorithm, constructed based on these factors, demonstrated the most outstanding performance.
View article: From the field to the classroom: Exploring instructors’ motivation and the teacher identity in dual credit career and technical education programs
From the field to the classroom: Exploring instructors’ motivation and the teacher identity in dual credit career and technical education programs Open
Compared to other educators, career and technical education (CTE) instructors often possess significant industry knowledge but limited pedagogical skills. Some may define their jobs as role models or trainers for the next generation of pro…
View article: FEDEMB: A VERTICAL AND HYBRID FEDERATED LEARNING ALGORITHM USING NETWORK AND FEATURE EMBEDDING AGGREGATION
FEDEMB: A VERTICAL AND HYBRID FEDERATED LEARNING ALGORITHM USING NETWORK AND FEATURE EMBEDDING AGGREGATION Open
Federated learning (FL) is an emerging paradigm for decentralized training of machine learning models on distributed clients, without revealing the data to the central server. The learning scheme may be horizontal, vertical or hybrid (both…
View article: SAMPLE-BASED DYNAMIC HIERARCHICAL TRANSFORMER WITH LAYER AND HEAD FLEXIBILITY VIA CONTEXTUAL BANDIT
SAMPLE-BASED DYNAMIC HIERARCHICAL TRANSFORMER WITH LAYER AND HEAD FLEXIBILITY VIA CONTEXTUAL BANDIT Open
Transformer requires a fixed number of layers and heads which makes them inflexible to the complexity of individual samples and expensive in training and inference. To address this, we propose a sample-based Dynamic Hierarchical Transforme…
View article: WCN24-412 THE INFLUENCE OF ANGIOPOIETIN-LIKE PROTEIN 3 ON MACROPHAGES POLARIZATION AND ITS EFFECT ON THE PODOCYTE EMT IN DIABETIC NEPHROPATHY
WCN24-412 THE INFLUENCE OF ANGIOPOIETIN-LIKE PROTEIN 3 ON MACROPHAGES POLARIZATION AND ITS EFFECT ON THE PODOCYTE EMT IN DIABETIC NEPHROPATHY Open
Podocyte injury, which involves the podocyte epithelialmesenchymal transition (EMT) process, is a crucial factor contributing to theprogression of diabetic nephropathy (DN) and proteinuria. Our study aimed toexamine the protective properti…
View article: STEM learning opportunities and career aspirations: the interactive effect of students’ self-concept and perceptions of STEM professionals
STEM learning opportunities and career aspirations: the interactive effect of students’ self-concept and perceptions of STEM professionals Open
Background Students’ positive perceptions of scientists or engineers have been reported to be positively related to their science, technology, engineering, and mathematics (STEM) career aspirations. However, other research indicates that p…
View article: Interdisciplinary Research Overview of Secondary School Music Education
Interdisciplinary Research Overview of Secondary School Music Education Open
This study explores interdisciplinary research in secondary school music classrooms to enhance teaching concepts. It emphasizes the importance of blending music and literature to deepen students' understanding of the arts, promoting connec…
View article: A Review of 20 Research for Music Teaching in Contemporary Junior High Schools in China
A Review of 20 Research for Music Teaching in Contemporary Junior High Schools in China Open
This article provides a comprehensive review of the current status and future trends of music education in junior middle schools in China. The primary objective is to provide an insightful overview of the landscape by examining various asp…
View article: Sample-based Dynamic Hierarchical Transformer with Layer and Head Flexibility via Contextual Bandit
Sample-based Dynamic Hierarchical Transformer with Layer and Head Flexibility via Contextual Bandit Open
Transformer requires a fixed number of layers and heads which makes them inflexible to the complexity of individual samples and expensive in training and inference. To address this, we propose a sample-based Dynamic Hierarchical Transforme…
View article: Sample-based Dynamic Hierarchical Transformer with Layer and Head Flexibility via Contextual Bandit
Sample-based Dynamic Hierarchical Transformer with Layer and Head Flexibility via Contextual Bandit Open
Transformer requires a fixed number of layers and heads which makes them inflexible to the complexity of individual samples and expensive in training and inference. To address this, we propose a sample-based Dynamic Hierarchical Transforme…
View article: Sample-based Dynamic Hierarchical Transformer with Layer and Head Flexibility via Contextual Bandit
Sample-based Dynamic Hierarchical Transformer with Layer and Head Flexibility via Contextual Bandit Open
Transformer requires a fixed number of layers and heads which makes them inflexible to the complexity of individual samples and expensive in training and inference. To address this, we propose a sample-based Dynamic Hierarchical Transforme…
View article: FedEmb: A Vertical and Hybrid Federated Learning Algorithm using Network And Feature Embedding Aggregation
FedEmb: A Vertical and Hybrid Federated Learning Algorithm using Network And Feature Embedding Aggregation Open
Federated learning (FL) is an emerging paradigm for decentralized training of machine learning models on distributed clients, without revealing the data to the central server. The learning scheme may be horizontal, vertical or hybrid (both…
View article: FedEmb: A Vertical and Hybrid Federated Learning Algorithm using Network And Feature Embedding Aggregation
FedEmb: A Vertical and Hybrid Federated Learning Algorithm using Network And Feature Embedding Aggregation Open
Federated learning (FL) is an emerging paradigm for decentralized training of machine learning models on distributed clients, without revealing the data to the central server. The learning scheme may be horizontal, vertical or hybrid (both…
View article: FedEmb: A Vertical and Hybrid Federated Learning Algorithm using Network And Feature Embedding Aggregation
FedEmb: A Vertical and Hybrid Federated Learning Algorithm using Network And Feature Embedding Aggregation Open
Federated learning (FL) is an emerging paradigm for decentralized training of machine learning models on distributed clients, without revealing the data to the central server. The learning scheme may be horizontal, vertical or hybrid (both…
View article: PHF5A as a new OncoTarget and therapeutic prospects
PHF5A as a new OncoTarget and therapeutic prospects Open
PHF5A (PHD-finger domain protein 5A) is a highly conserved protein comprised of 110 amino acids that belong to PHD zinc finger proteins and is ubiquitously expressed in entire eukaryotic nuclei from yeast to man. PHF5A is an essential comp…
View article: The Effects of Working Memory versus Language Learning Aptitude on L2 Listening Learning: A Comparison of Chinese and Non-Chinese Cultural Circles in Asia
The Effects of Working Memory versus Language Learning Aptitude on L2 Listening Learning: A Comparison of Chinese and Non-Chinese Cultural Circles in Asia Open
View article: Visual Studio Code in Introductory Computer Science Course: An Experience Report
Visual Studio Code in Introductory Computer Science Course: An Experience Report Open
Involving integrated development environments (IDEs) in introductory-level (CS1) programming courses is critical. However, it is difficult for instructors to find a suitable IDE that is beginner friendly and supports strong functionality. …
View article: E-Learning in Primary Science Education: Teachers’ Pedagogical Beliefs and Use of Digital Technologies
E-Learning in Primary Science Education: Teachers’ Pedagogical Beliefs and Use of Digital Technologies Open
This study aimed to understand elementary school teachers’ beliefs about science teaching and e-learning and to identify changes in their beliefs and practices while using an e-textbook designed for science learning. Two experienced scienc…
View article: Research on Case Teaching Reform Enabled by CNN Model
Research on Case Teaching Reform Enabled by CNN Model Open
With the continuous breakthrough of the key technologies of artificial intelligence and big data analysis of education, and their innovative applications in various industries, a diversified trend of digitalization, networking and intellig…
View article: Study on the Role of Internal Audit in University Governance
Study on the Role of Internal Audit in University Governance Open
Internal audit, as an autoimmune method of university, can prevent the misconduct of managers and protect the benefits of stakeholders. It is an indispensable part of university governance for improving the governance structure. The qualit…
View article: Research on the Measurement and Influencing Factors of Vocational Skills Training Efficiency in China
Research on the Measurement and Influencing Factors of Vocational Skills Training Efficiency in China Open
Large-scale vocational skill training is an inevitable requirement for China's economy and society to enter the stage of high-quality development.It is of great practical significance to study the training efficiency of the three training …
View article: Latino Parents Report Positive Co-parenting and Parent-Child Interactions that Vary by Gender and Nativity
Latino Parents Report Positive Co-parenting and Parent-Child Interactions that Vary by Gender and Nativity Open
Key FindingsCo-parenting relationships are generally strong among Latinos, but this varies by nativity.• Overall, Latino fathers and Latina mothers agreed that they had a cooperative relationship with their partners and that they rarely ex…
View article: The cultivation of students' time sequence thinking in history teaching in senior high school is mainly based on the strengthening lesson of monarchy in Ming and Qing Dynasties
The cultivation of students' time sequence thinking in history teaching in senior high school is mainly based on the strengthening lesson of monarchy in Ming and Qing Dynasties Open
Timing is important in the history teaching of thinking, teaching thinking is the basis of studying history, in the teaching course and college entrance examination requirements can be seen that trains the student to the sequential thinkin…
View article: Supplementary Material for: The effect of body weight and alcohol consumption on hyperuricemia and their attributable population fractions: A National health survey in China
Supplementary Material for: The effect of body weight and alcohol consumption on hyperuricemia and their attributable population fractions: A National health survey in China Open
Introduction: The prevalence of hyperuricemia is increasing world widely; the understanding of population attributable faction of modifiable risk factors is important for disease prevention. Given the sparse evidence on how modifiable risk…
View article: Exploration and Analysis of the Ideological and Political Organisms in the Network and Information Major Subjects
Exploration and Analysis of the Ideological and Political Organisms in the Network and Information Major Subjects Open
Nowadays, the rapid development of network and information technology has quietly changed people's learning, working and life style, and also changed people's way of thinking and values to a great extent. As a professional teacher in the f…
View article: Undergraduate International Student Enrollment Forecasting Model: An Application of Time Series Analysis
Undergraduate International Student Enrollment Forecasting Model: An Application of Time Series Analysis Open
This study developed statistical models to forecast international undergraduate student enrollment at a Midwest university. The authors constructed a SARIMA (Seasonal Autoregressive Integrated Moving Average) model with input variables to …
View article: Penalty or Reward: Do Community College Transfer Experiences Impact Postbaccalaureate Salaries?
Penalty or Reward: Do Community College Transfer Experiences Impact Postbaccalaureate Salaries? Open
ObjectivesCommunity colleges serve as an alternative pathway towards a bachelor degree.According to recent national statistics, nearly half of all undergraduates attend one of the nation's community colleges (AACC, 2016).However, only a th…