Understanding the Behaviors and Detecting the Mental Health Symptoms Among Students Using Machine Learning Algorithms by Sangita Pokhrel (21020093)

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Data from the article titled Machine Learning Algorithms to Predict Digital Competencies in University Faculty by Jenniffer Sobeida Moreira Choez (16933539)

A: The sequence learning setup. by William L. Tong (22238845)

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Computational Procedure of the Particle Swarm Optimization (PSO) algorithm. by Meijun Shang (22806461)

PLS algorithm results. by Hao Huang (111923)

<b>Real-Time Classroom Emotion Analysis Using Machine and Deep Learning for Enhanced Student Learning</b> by Prem Kumar Sholapurapu (21638282)

Deep reinforcement learning agents trained using a curriculum solve navigation tasks with delayed rewards. by William L. Tong (22238845)

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Research on the double-edged effect of intelligent algorithm recommendation on shaping college students' values and the path of collaborative governance by Ye Geng (22390195)

“…<p dir="ltr">This study proposes a stochastic game model of value perception using a multi-agent reinforcement learning framework to address the double-edged influence of algorithmic recommendation systems on college students' values. …”

Comparison of Student Engagement and Exam Success at Introductory Computer Programming Classes on Faculty of Electrical Engineering University of Ljubljana in Years 2023 and 2024 a... by Žiga Rojec (22175137)

Subjects: “…Data structures and algorithms…”

Supplementary file 1_Research on intelligent matching of students’ learning ability and healthcare job market demand based on industrial engineering expertise graph.docx by Yan Xiao (91196)

“…This approach provides a systematic and visual alignment between students’ learning outcomes and job market demands, addressing the mismatch. …”

Depicts the schematic of the algorithm. by Dong Hyeok Choi (12562048)

A: An overview of the POMCP teacher, which cycles between inferring the student’s <i>q</i> values, innate bias and learning rate based on the transcript and planning using a Monte... by William L. Tong (22238845)

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Algorithms for designing continuous curricula A: Decision tree showing the continuous version of ADP which includes actions that “grow” and “shrink” the increments between continuo... by William L. Tong (22238845)

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Chain representation of teacher-student relationship. by Md Juwel Ahmed Sarker (20927530)

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The superiority of the proposed approach compared to the current state-of-the-art algorithms. by Ailian Gao (20629841)

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A: Teaching using our OCL framework can be visualized using a difficulty landscape (here, parameterized by two skill axes), which quantifies the student’s success probability for e... by William L. Tong (22238845)

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Summary of the metrics of the different trained algorithms based on mean and 95% confidence intervals (calculated using t-Student) for the Testing process in each dataset. by Jaime B. Matas-Bustos (21772430)

Features selection using the Boruta algorithm. by Nishat Tasnim Thity (21755858)

“…We identified the important features related to IA using the Boruta algorithm. Predictions were made using different machine learning (ML) (decision tree (DT), random forest (RF), support vector machines (SVMs), and logistic regression (LR)) models. …”

Confusion matrix of the proposed algorithm and state of the art (part 1). by Meshari Alazmi (452881)

Confusion matrix of the proposed algorithm and state of the art (part 2). by Meshari Alazmi (452881)