Research graph
References from Combination prediction method of students’ performance based on ant colony algorithm. Local targets link to admitted publications; unresolved targets remain external evidence.
Prediction of Students’ Performance Based on the Hybrid IDA-SVR Model
2022 · External reference
Predicting High-Risk Students Using Learning Behavior
10.3390/math10142483 · 2022 · External reference
Models for early prediction of at-risk students in a course using standards-based grading—ScienceDirect
10.1016/j.compedu.2016.09.005 · 2016 · External reference
Aptitude is not enough: How personality and behavior predict academic performance
10.1016/j.jrp.2004.10.003 · 2006 · External reference
Modes of behavior and academic-success at the student level
1964 · External reference
School Start Times, Sleep, Behavioral, Health, and Academic Outcomes: A Review of the Literature
10.1111/josh.12388 · 2016 · External reference
10.1145/2723576.2723590
10.1145/2723576.2723590 · External reference
10.1109/incet49848.2020.9154067
10.1109/incet49848.2020.9154067 · External reference
Induction on decision tree
10.1007/bf00116251 · 1986 · External reference
A New Logistic Regression Approach for the Evaluation of Diagnostic Test Results
10.1177/0272989x05275154 · 2005 · External reference
Basic concepts of artificial neural network (ANN) modeling and its application in pharmaceutical research
10.1016/s0731-7085(99)00272-1 · 2000 · External reference
Support vector method for function approximation, regression estimation and signal processing
1997 · External reference
Structure learning for relational logistic regression: An ensemble approach
2021 · External reference
Attribute and instance weighted naive Bayes
10.1016/j.patcog.2020.107674 · 2021 · External reference
SAT-based Decision Tree Learning for Large Data Sets
2021 · External reference
Machine Learning Models for Slope Stability Classification of Circular Mode Failure: An Updated Database and Automated Machine Learning (AutoML) Approach
10.3390/s22239166 · 2022 · External reference
A comprehensive comparison among metaheuristics(MHs) for geohazard modeling using machine learning: Insights from a case study of landslide displacement prediction
10.1016/j.engappai.2022.105150 · 2022 · External reference
Metaheuristic-based support vector regression for landslide displacement prediction: a comparative study
10.1007/s10346-022-01923-6 · 2022 · External reference
Scientometric Analysis of Artificial Intelligence (AI) for Geohazard Research
10.3390/s22207814 · 2022 · External reference
Metaheuristic-based support vector regression for landslide displacement prediction: a comparative study
10.1007/s10346-022-01923-6 · 2022 · External reference
A comparative study of mutual information-based input variable selection strategies for the displacement prediction of seepage-driven landslides using optimized support vector regression
10.1007/s00477-022-02183-5 · 2022 · External reference
An Intelligent Recommendation System for Automating Academic Advising Based on Curriculum Analysis and Performance Modeling
10.3390/math11051098 · 2023 · External reference
Unresolved reference
External reference
Mining educational data to analyze students’ performance
2011 · External reference
Mining educational data to predict student’s academic performance using ensemble methods
10.14257/ijdta.2016.9.8.13 · 2016 · External reference
Educational data mining & students’ performance prediction
2016 · External reference
Mining educational data to predict students’ performance through procrastination behavior
10.3390/e22010012 · 2020 · External reference
10.1145/3027385.3029479
10.1145/3027385.3029479 · External reference
Unresolved reference
External reference
Student Performance Prediction via Attention-Based Multi-Layer Long-Short Term Memory
10.4236/jcc.2021.98005 · 2021 · External reference
Virtual Learning Environment to Predict Withdrawal by Leveraging Deep Learning
10.1002/int.22129 · 2019 · External reference
Predicting At-Risk Students Using Clickstream Data in the Virtual Learning Environment
10.3390/su11247238 · 2019 · External reference
A combinational incremental ensemble of classifiers as a technique for predicting students’ performance in distance education
10.1016/j.knosys.2010.03.010 · 2010 · External reference
10.1109/iiai-aai.2017.73
10.1109/iiai-aai.2017.73 · External reference
10.1007/978-3-030-20257-6_19
10.1007/978-3-030-20257-6_19 · External reference
A variable informative criterion based on weighted voting strategy combined with LASSO for variable selection in multivariate calibration
10.1016/j.chemolab.2018.11.015 · 2019 · External reference
Cost-sensitive probability for weighted voting in an ensemble model for multi-class classification problems
10.1007/s10489-020-02106-3 · 2021 · External reference
Ant Colony Optimization: Artificial Ants as a Computational Intelligence Technique
10.1109/mci.2006.329691 · 2006 · External reference
Ant Colony Optimization: A New Meta-Heuristic
1999 · External reference
Application of data mining based on improved ant colony algorithm in college students’ employment and entrepreneurship education
2023 · External reference
High-Dimensional Feature Selection Based on Improved Binary Ant Colony Optimization Combined with Hybrid Rice Optimization Algorithm
2023 · External reference
Prediction and Analysis of Network Literature Value Based on Ant Colony Algorithm
2023 · External reference
Coupling ANFIS with ant colony optimization (ACO) algorithm for 1-, 2-, and 3-days ahead forecasting of daily streamflow, a case study in Poland[J]
10.1007/s11356-023-26239-3 · 2023 · External reference
Weighted heterogeneous ensemble for the classification of intrusion detection using ant colony optimization for continuous search spaces
10.1007/s00500-022-07612-9 · 2023 · External reference
10.1145/2001858.2001863
10.1145/2001858.2001863 · External reference
A novel heuristic communication heterogeneous dual population ant colony optimization algorithm
2017 · External reference
Application of Combination Model Based on Ant Colony Algorithm in Foundation Settlement Monitoring
2022 · External reference
10.1109/iiai-aai.2017.73
10.1109/iiai-aai.2017.73 · External reference
Prediction of Students’ Performance Based on the Hybrid IDA-SVR Model
10.1155/2022/1845571 · 2022 · External reference
