On the public citation graph

Predictive Models of Student College Commitment Decisions Using Machine Learning

0 signed · 73 inferred · view as graph

Inferred edges come from two machine sources: sweeps of open repository metadata (mostly SSRN and Zenodo), and a bulk OpenAlex citation snapshot. Every row below is labelled with the one it came from. Neither is a complete citation index — absence here is not evidence of absence.

Is this your work? Sign in with ORCID and put your name on the claims that are yours.
Claim with ORCID
Reference health. See whether every reference in this work resolves to a known work and none has been retracted — and get a dated CiteStamped badge you can embed.
See reference health

What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1002/9780470094846openalex-snapshot
Maximum Likelihood Estimation and Inference
inferredcites →https://doi.org/10.1002/9781118914564openalex-snapshot
Combining Pattern Classifiers
inferredcites →https://doi.org/10.1002/he.283openalex-snapshot
Fixing the net tuition revenue dilemma: The Dickinson College story
inferredcites →https://doi.org/10.1002/ir.187openalex-snapshot
Applying data mining to predict college admissions yield: A case study
inferredcites →https://doi.org/10.1007/978-0-387-21579-2_9openalex-snapshot
The Boosting Approach to Machine Learning: An Overview
inferredcites →https://doi.org/10.1007/978-0-387-84858-7openalex-snapshot
The Elements of Statistical Learning: Data Mining, Inference, and Prediction
inferredcites →https://doi.org/10.1007/978-1-4614-7138-7openalex-snapshot
An Introduction to Statistical Learning
inferredcites →https://doi.org/10.1007/978-3-030-20954-4_42openalex-snapshot
Prediction of Students’ Graduation Time Using a Two-Level Classification Algorithm
inferredcites →https://doi.org/10.1007/978-3-319-65172-9_6openalex-snapshot
DSS-PSP - A Decision Support Software for Evaluating Students’ Performance
inferredcites →https://doi.org/10.1007/s00521-018-3756-yopenalex-snapshot
Improving the evaluation process of students’ performance utilizing a decision support software
inferredcites →https://doi.org/10.1007/s10115-007-0114-2openalex-snapshot
Top 10 algorithms in data mining
inferredcites →https://doi.org/10.1007/s41237-017-0024-xopenalex-snapshot
A note on large-scale logistic prediction: using an approximate graphical model to deal with collinearity and missing data
inferredcites →https://doi.org/10.1016/j.eswa.2006.04.005openalex-snapshot
Educational data mining: A survey from 1995 to 2005
inferredcites →https://doi.org/10.1016/j.eswa.2013.08.042openalex-snapshot
Educational data mining: A survey and a data mining-based analysis of recent works
inferredcites →https://doi.org/10.1111/j.1600-0587.2012.07348.xopenalex-snapshot
Collinearity: a review of methods to deal with it and a simulation study evaluating their performance
inferredcites →https://doi.org/10.1137/1.9781611972788.54openalex-snapshot
On the Dangers of Cross-Validation. An Experimental Evaluation
inferredcites →https://doi.org/10.1201/b22052openalex-snapshot
Geospatial Data Science Techniques and Applications
inferredcites →https://doi.org/10.12968/prtu.2017.71.3openalex-snapshot
Think like a scientist!
inferredcites →https://doi.org/10.1609/aimag.v35i1.2504openalex-snapshot
GRADE: Machine‐Learning Support for Graduate Admissions
inferredcites →https://doi.org/10.1613/jair.953openalex-snapshot
SMOTE: Synthetic Minority Over-sampling Technique
inferredcites →https://doi.org/10.2478/eurodl-2014-0008openalex-snapshot
Predicting Dropout Student: An Application of Data Mining Methods in an Online Education Program
inferredcites →https://doi.org/10.3233/ida-2002-6504openalex-snapshot
The class imbalance problem: A systematic study1
inferredcites →https://doi.org/10.3390/educsci8010007openalex-snapshot
Machine Learning-Based App for Self-Evaluation of Teacher-Specific Instructional Style and Tools
inferredcites →https://doi.org/10.48550/arxiv.1201.0490openalex-snapshot
Scikit-learn: Machine Learning in Python

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.2139/ssrn.4823837openalex-extracted
Growth Pattern Prediction Using Machine Learning in Hydroponics Nft Systems
inferred← citeshttps://doi.org/10.1007/978-981-15-9516-5_13openalex-snapshot
Predicting Student Admissions Rate into University Using Machine Learning Models
inferred← citeshttps://doi.org/10.1007/978-981-19-2828-4_47openalex-snapshot
Comparative Analysis of Baseline Models, Ensemble Models, and Deep Models for Prediction of Graduate Admission
inferred← citeshttps://doi.org/10.1007/978-981-19-4687-5_5openalex-snapshot
An Approach for Predicting Admissions in Post-Graduate Programme by Using Machine Learning
inferred← citeshttps://doi.org/10.1007/978-981-96-6406-1_33openalex-snapshot
Maharashtra Engineering College Admission Prediction—A Solution Using Ensemble Machine Learning Model
inferred← citeshttps://doi.org/10.1007/978-981-96-8563-9_29openalex-snapshot
CampusWay: College Prediction Technology
inferred← citeshttps://doi.org/10.1007/978-981-97-7356-5_17openalex-snapshot
Admission Prediction for Universities Using Decision Tree Algorithm and Support Vector Machine
inferred← citeshttps://doi.org/10.1007/978-981-99-7184-8_1openalex-snapshot
Testing, Debugging, and Repairing Individual Discrimination in Machine Learning Models
inferred← citeshttps://doi.org/10.1007/s00146-024-02124-6openalex-snapshot
Countering flaws in algorithm design and applications: a Delphi study
inferred← citeshttps://doi.org/10.1007/s42979-025-04464-6openalex-snapshot
An Innovative Machine Learning Mechanism for Predicting the Best Fit Engineering Major for Jordanian Undergraduate Students
inferred← citeshttps://doi.org/10.1016/j.teler.2026.100352openalex-snapshot
A forecast–optimization framework for data-driven university admissions
inferred← citeshttps://doi.org/10.1080/23307706.2022.2056094openalex-snapshot
The method of cultivating employability of computer majors in colleges and universities based on data mining
inferred← citeshttps://doi.org/10.1088/1757-899x/928/3/032019openalex-snapshot
Student Performance Prediction Model based on Supervised Machine Learning Algorithms
inferred← citeshttps://doi.org/10.1097/acm.0000000000004317openalex-snapshot
Development and Validation of a Machine Learning-Based Decision Support Tool for Residency Applicant Screening and Review
inferred← citeshttps://doi.org/10.1108/itse-12-2024-0328openalex-snapshot
Development of a multi-model analytics system to enhance decision-making in student admission
inferred← citeshttps://doi.org/10.1109/esci50559.2021.9396815openalex-snapshot
Predicting the Post Graduate Admissions using Classification Techniques
inferred← citeshttps://doi.org/10.1109/iccce66530.2025.11473982openalex-snapshot
Data-Driven Prediction of MBA Admissions: Utilizing Extra Trees and Grid Search for Model Enhancement
inferred← citeshttps://doi.org/10.1109/iccmc51019.2021.9418279openalex-snapshot
Prediction Probability of Getting an Admission into a University using Machine Learning
inferred← citeshttps://doi.org/10.1109/icetet-sip58143.2023.10151595openalex-snapshot
Machine Learning Based Prediction Model for College Admission
inferred← citeshttps://doi.org/10.1109/icmi68585.2026.11539936openalex-snapshot
Why Do Admission Attempts Fail? An Analysis of Bangladeshi University Admission Applicants Using ML and XAI
inferred← citeshttps://doi.org/10.1109/icssit53264.2022.9716450openalex-snapshot
Machine Learning based Prediction of Dropout Students from the Education University using SMOTE
inferred← citeshttps://doi.org/10.1111/itor.12948openalex-snapshot
Application of overbooking model to college admission at The Citadel
inferred← citeshttps://doi.org/10.1119/perc.2019.pr.youngopenalex-snapshot
Using machine learning to understand physics graduate school admissions
inferred← citeshttps://doi.org/10.1145/3573051.3593382openalex-snapshot
Evaluating a Learned Admission-Prediction Model as a Replacement for Standardized Tests in College Admissions
inferred← citeshttps://doi.org/10.1145/3603178.3603184openalex-snapshot
Living with Algorithms
inferred← citeshttps://doi.org/10.1145/3774398.3811595openalex-snapshot
Multistage Modeling from Application Signals to Downstream Success: Predicting Admission, Matriculation, and Retention
inferred← citeshttps://doi.org/10.1162/tacl_a_00512openalex-snapshot
Learning Fair Representations via Rate-Distortion Maximization
inferred← citeshttps://doi.org/10.1177/21582440241242180openalex-snapshot
A Systematic Review of Big Data Driven Education Evaluation
inferred← citeshttps://doi.org/10.14445/22312803/ijctt-v68i5p103openalex-snapshot
Using a Binary Classification Model to Predict the Likelihood of Enrolment to the Undergraduate Program of a Philippine University
inferred← citeshttps://doi.org/10.1615/jmachlearnmodelcomput.2022046289openalex-snapshot
AN APPLICATION OF MACHINE LEARNING TO COLLEGE ADMISSIONS: THE SUMMER MELT PROBLEM
inferred← citeshttps://doi.org/10.1615/jmachlearnmodelcomput.v3.i4.60openalex-snapshot
INDEX, VOLUME 3, 2022
inferred← citeshttps://doi.org/10.18653/v1/2021.emnlp-main.43openalex-snapshot
Adversarial Scrubbing of Demographic Information for Text Classification
inferred← citeshttps://doi.org/10.22214/ijraset.2024.58700openalex-snapshot
Admission Fortune Using Machine Learning & Designing an Interactive Chatbot for Educational Assistance
inferred← citeshttps://doi.org/10.24415/9789087284084openalex-snapshot
Towards a data-driven military. A multi-disciplinary perspective
inferred← citeshttps://doi.org/10.29333/jisem/5893openalex-snapshot
An Ensemble Predictive Model Based Prototype for Student Drop-out in Secondary Schools
inferred← citeshttps://doi.org/10.30534/ijatcse/2021/051062021openalex-snapshot
Analysis and Prediction of Graduate Admissions Based on Pre-COVID and post-COVID Scenario
inferred← citeshttps://doi.org/10.3389/feduc.2025.1578979openalex-snapshot
Machine learning for post-diploma educational and career guidance: a scoping review in AI-driven decision support systems
inferred← citeshttps://doi.org/10.3390/educsci13050440openalex-snapshot
A Predictive Model That Aligns Admission Offers with Student Enrollment Probability
inferred← citeshttps://doi.org/10.36948/ijfmr.2024.v06i03.20846openalex-snapshot
CounselWiseAl: Empowering Students with Smart College Selection based on Data Driven Analytics
inferred← citeshttps://doi.org/10.3991/ijet.v17i08.29827openalex-snapshot
Predictive Model for Students Admission Uncertainty Using Naïve Bayes Classifier and Kernel Density Estimation (KDE)
inferred← citeshttps://doi.org/10.4018/978-1-7998-5009-0.ch008openalex-snapshot
A Machine Learning Model for Advanced Decision Making in Smart Education Systems
inferred← citeshttps://doi.org/10.4102/sajcd.v69i2.912openalex-snapshot
Application of machine learning approaches to analyse student success for contact learning and emergency remote teaching and learning during the COVID-19 era in speech–language pathology and audiology
inferred← citeshttps://doi.org/10.48175/ijarsct-18050openalex-snapshot
Revolutionizing Higher Education Admissions: A Holistic Solution Integrating Machine Learning and Chatbot Technology
inferred← citeshttps://doi.org/10.48550/arxiv.2109.08613openalex-snapshot
Adversarial Scrubbing of Demographic Information for Text Classification
inferred← citeshttps://doi.org/10.5120/ijca2022922340openalex-snapshot
A Machine Learning Approach for Prediction of Students’ Admissibility for Post-Secondary Education using Artificial Neural Network
inferred← citeshttps://doi.org/10.53730/ijhs.v6ns7.13116openalex-snapshot
An optimized random forest for multi class classification to classify the students using machine learning approaches
inferred← citeshttps://doi.org/10.55248/gengpi.4.423.36775openalex-snapshot
MBBS College Predictor
inferred← citeshttps://doi.org/10.6007/ijarbss/v13-i11/19563openalex-snapshot
A Thematic Review on Predicting Student Performance Using Data Mining
inferred← citeshttps://doi.org/10.65141/ject.v2i1.n6openalex-snapshot
Predicting Undergraduate Applicants for Enrollment Using Binary Classification Machine Learning Techniques
Editorial review for independent work. ICSAC — the Institute for Complexity Science and Advanced Computing — runs a structured editorial panel for researchers publishing outside journals, and publishes on CiteStamp rails. Submission is free and goes through ORCID: icsacinstitute.org/submit.