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Student Academic Success Prediction Using Learning Management Multimedia Data With Convoluted Features and Ensemble Model

https://doi.org/10.1145/3687268
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What this work says

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

inferredcites →https://doi.org/10.1007/s12652-018-1093-8openalex-snapshot
LR-HIDS: logistic regression host-based intrusion detection system for cloud environments
inferredcites →https://doi.org/10.1016/j.caeai.2021.100018openalex-snapshot
Artificial neural networks in academic performance prediction: Systematic implementation and predictor evaluation
inferredcites →https://doi.org/10.1016/j.comnet.2020.107183openalex-snapshot
A NSGA2-LR wrapper approach for feature selection in network intrusion detection
inferredcites →https://doi.org/10.1016/j.jbusres.2015.07.001openalex-snapshot
Big Data consumer analytics and the transformation of marketing
inferredcites →https://doi.org/10.1016/j.neucom.2020.02.125openalex-snapshot
Artificial neural network analysis of the academic performance of students in virtual learning environments
inferredcites →https://doi.org/10.1016/j.patrec.2021.07.009openalex-snapshot
Scientific papers citation analysis using textual features and SMOTE resampling techniques
inferredcites →https://doi.org/10.1016/j.patrec.2022.11.012openalex-snapshot
ETCNN: Extra Tree and Convolutional Neural Network-based Ensemble Model for COVID-19 Tweets Sentiment Classification
inferredcites →https://doi.org/10.1080/08839510490442058openalex-snapshot
PREDICTING STUDENTS' PERFORMANCE IN DISTANCE LEARNING USING MACHINE LEARNING TECHNIQUES
inferredcites →https://doi.org/10.1109/access.2021.3112546openalex-snapshot
RFCNN: Traffic Accident Severity Prediction Based on Decision Level Fusion of Machine and Deep Learning Model
inferredcites →https://doi.org/10.1142/9789813279827_0006openalex-snapshot
Removing Confounding Factors Associated Weights in Deep Neural Networks Improves the Prediction Accuracy for Healthcare Applications
inferredcites →https://doi.org/10.1145/3107411openalex-snapshot
Proceedings of the 8th ACM International Conference on Bioinformatics, Computational Biology,and Health Informatics
inferredcites →https://doi.org/10.1177/07356331211056178openalex-snapshot
Predicting Students’ Achievement in a Hybrid Environment Through Self-Regulated Learning, Log Data, and Course Engagement: A Data Mining Approach
inferredcites →https://doi.org/10.1186/s40561-022-00192-zopenalex-snapshot
Educational data mining: prediction of students' academic performance using machine learning algorithms
inferredcites →https://doi.org/10.1186/s41239-019-0160-3openalex-snapshot
Prediction of Student’s performance by modelling small dataset size
inferredcites →https://doi.org/10.3390/app10113894openalex-snapshot
Predicting Student Performance in Higher Educational Institutions Using Video Learning Analytics and Data Mining Techniques
inferredcites →https://doi.org/10.3390/app10217677openalex-snapshot
Maximum Marginal Approach on EEG Signal Preprocessing for Emotion Detection
inferredcites →https://doi.org/10.3390/data6110110openalex-snapshot
Dataset of Students’ Performance Using Student Information System, Moodle and the Mobile Application “eDify”
inferredcites →https://doi.org/10.3390/electronics10232926openalex-snapshot
Intelligent Cyber-Security System for IoT-Aided Drones Using Voting Classifier
inferredcites →https://doi.org/10.3390/electronics11040667openalex-snapshot
A Deep Learning-Based Smart Framework for Cyber-Physical and Satellite System Security Threats Detection
inferredcites →https://doi.org/10.3390/electronics11071005openalex-snapshot
Prediction of Student Academic Performance Using a Hybrid 2D CNN Model
inferredcites →https://doi.org/10.3390/math10203737openalex-snapshot
A Method for Predicting the Academic Performances of College Students Based on Education System Data
inferredcites →https://doi.org/10.3390/s22134834openalex-snapshot
Predicting Students’ Academic Performance with Conditional Generative Adversarial Network and Deep SVM
inferredcites →https://doi.org/10.3390/su141811642openalex-snapshot
Using Artificial Intelligence to Predict Students’ Academic Performance in Blended Learning
inferredcites →https://doi.org/10.3390/w14172592openalex-snapshot
Water Quality Prediction Using KNN Imputer and Multilayer Perceptron
inferredcites →https://doi.org/10.3991/ijet.v16i12.20699openalex-snapshot
An Improved Early Student’s Academic Performance Prediction Using Deep Learning
inferredcites →https://doi.org/10.4236/ce.2016.718265openalex-snapshot
Education Web Information Retrieval and Classification with Big Data Analysis

What points at this work

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

inferred← citeshttps://doi.org/10.1007/978-981-92-4305-1_16openalex-snapshot
Predicting Student Success in Massive Open Online Courses: A Database-Driven Learning Analytics and Machine Learning Approach
inferred← citeshttps://doi.org/10.1007/s10791-025-09576-4openalex-snapshot
Enhancing student performance prediction: the role of class imbalance handling in machine learning models
inferred← citeshttps://doi.org/10.1109/esic64052.2025.10962753openalex-snapshot
Enhancing Student Grade Prediction Using Hybrid Stacking and Blending Regression Models
inferred← citeshttps://doi.org/10.1109/iatmsi64286.2025.10985712openalex-snapshot
Enhancing Student Performance Predictions Using Ensemble Models and Hyperparameter Tuning
inferred← citeshttps://doi.org/10.1109/icauc68182.2026.11440978openalex-snapshot
Analyzing the Relationship Between Academic Performance and Enrollment Patterns Using Machine Learning
inferred← citeshttps://doi.org/10.1109/icimia67127.2025.11200712openalex-snapshot
Machine Learning based Forecasting of Student Academic Success and Career Placement
inferred← citeshttps://doi.org/10.1109/ictacs62700.2024.10840530openalex-snapshot
Implementation of Machine Learning and Ensemble Learning Techniques to Proactively Predict Students' Academic Success in the Realm of Higher Education
inferred← citeshttps://doi.org/10.1145/3768801.3768917openalex-snapshot
An Intelligent Management System for Music Education Based on Big Data and Deep Learning
inferred← citeshttps://doi.org/10.1145/3769264openalex-snapshot
Editorial: Special Issue on Advanced Artificial Intelligence Technologies for Multimedia Big Data Quality
inferred← citeshttps://doi.org/10.1177/18758789261486037openalex-snapshot
Generative AI and adaptive systems for customising help-seeking scaffolds: A systematic review
inferred← citeshttps://doi.org/10.1177/2167647x251405797openalex-snapshot
Prediction of Remaining Life of Aircraft Engines Based on BiLSTM-GRU-Attention Model
inferred← citeshttps://doi.org/10.30935/cedtech/17453openalex-snapshot
Enhanced predictive performance: A comparative analysis of ML and DL models using on augmented LMS interaction data
inferred← citeshttps://doi.org/10.3390/app15031231openalex-snapshot
Enhancing Student Academic Success Prediction Through Ensemble Learning and Image-Based Behavioral Data Transformation
inferred← citeshttps://doi.org/10.4018/979-8-3693-0884-4.ch004openalex-snapshot
UNESCO's AI Competency Framework
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.