Multi-split optimized bagging ensemble model selection for multi-class educational data mining

Systematic ensemble model selection approach for educational data mining

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Intelligent tutoring system model based on fuzzy logic and constraint-based student model

(2018) Abdulkadir Karaci   NEURAL COMPUTING & APPLICATIONS

Neural-fuzzy with representative sets for prediction of student performance

(2018) Le Hoang Son et al.   APPLIED INTELLIGENCE

E-Learning: Challenges and Research Opportunities Using Machine Learning & Data Analytics

(2018) Abdallah Moubayed et al.   IEEE Access

Levenberg-Marquardt Backpropagation Training of Multilayer Neural Networks for State Estimation of A Safety Critical Cyber-Physical System

(2017) C. Lv et al.   IEEE Transactions on Industrial Informatics

Data mining techniques in social media: A survey

(2016) MohammadNoor Injadat et al.   NEUROCOMPUTING

Building Predictive Models inRUsing thecaretPackage

(2015) Max Kuhn   Journal of Statistical Software

Mining Social Media Data for Understanding Students’ Learning Experiences

(2014) Xin Chen et al.   IEEE Transactions on Learning Technologies

Predicting student failure at school using genetic programming and different data mining approaches with high dimensional and imbalanced data

(2012) Carlos Márquez-Vera et al.   APPLIED INTELLIGENCE

A combinational incremental ensemble of classifiers as a technique for predicting students’ performance in distance education

(2010) S. Kotsiantis et al.   KNOWLEDGE-BASED SYSTEMS

Comparative performance of some popular artificial neural network algorithms on benchmark and function approximation problems

(2010) V. K. Dhar et al.   PRAMANA-JOURNAL OF PHYSICS

A learning style classification mechanism for e-learning

(2009) Yi-Chun Chang et al.   COMPUTERS & EDUCATION