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Enhanced CNN Models for Binary and Multiclass Student Classification on Temporal Educational Data at the Program Level

Vietnam journal of computer science, 2021-05, Vol.8 (2), p.311-335

2021

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A kernel-induced weighted object-cluster association-based ensemble method for educational data clustering

Journal of information and telecommunication (Print), 2020-04, Vol.4 (2), p.119-139

2020

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An Enhanced CNN Model on Temporal Educational Data for Program-Level Student Classification

Intelligent Information and Database Systems, 2020, Vol.12033, p.442-454

2020

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A Random Forest-Based Self-training Algorithm for Study Status Prediction at the Program Level: minSemi-RF

Multi-Disciplinary Trends in Artificial Intelligence, 2016, Vol.10053, p.219-230

2016

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A Class-Cluster k-Nearest Neighbors Method for Temporal In-Trouble Student Identification

Intelligent Information and Database Systems, 2019, Vol.11431, p.219-230

2019

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A Weighted Object-Cluster Association-Based Ensemble Method for Clustering Undergraduate Students

Intelligent Information and Database Systems, 2018, Vol.10751, p.587-598

2018

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On Semi-supervised Learning with Sparse Data Handling for Educational Data Classification

Future Data and Security Engineering, 2017, Vol.10646, p.154-167

2017

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Imbalanced educational data classification: An effective approach with resampling and random forest

The 2013 RIVF International Conference on Computing & Communication Technologies - Research, Innovation, and Vision for Future (RIVF), 2013, p.135-140

2013

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ST_OS: An Effective Semisupervised Learning Method for Course-Level Early Predictions

IEEE transactions on learning technologies, 2021-04, Vol.14 (2), p.238-256

2021

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Frequent temporal pattern mining incrementally from educational databases in an academic credit system

2014 International Conference on Advanced Technologies for Communications (ATC 2014), 2014, p.315-320

2014

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An Efficient Tree-based Rule Mining Algorithm for Sequential Rules with Explicit Timestamps in Temporal Educational Databases

Recent Developments in Intelligent Information and Database Systems, 2016, Vol.642, p.411-421

2016

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An Effective Semi-Supervised Learning Framework for Temporal Student Classification

2019 6th NAFOSTED Conference on Information and Computer Science (NICS), 2019, p.363-369

2019

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Nested Semisupervised Learning for Cross-Note Abbreviation Detection in Vietnamese Clinical Texts

Recent Challenges in Intelligent Information and Database Systems, 2023, Vol.1863, p.596-608

2023

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Combining Self-Training and Tri-Training for Course-Level Student Classification

2018 International Conference on Engineering, Applied Sciences, and Technology (ICEAST), 2018, p.1-4

2018

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An Effective and Robust Self-Training Algorithm Using k-Means and Random Forest Models for Program-Level Student Classification

2018 Second International Conference on Inventive Communication and Computational Technologies (ICICCT), 2018, p.1590-1596

2018

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A Combined Learning-Based Bagging Method for Classification Improvement

Computational Collective Intelligence, 2020, Vol.12496, p.373-387

2020

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Completeness Analysis for Incomplete Object-Oriented Programs

Compiler Construction, 2005, p.271-286

2005

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On Temporal Cluster Analysis for Early Identifying In-trouble Students in an Academic Credit System

2018 5th NAFOSTED Conference on Information and Computer Science (NICS), 2018, p.171-176

2018

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Combining transfer learning and co-training for student classification in an academic credit system

2016 IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future (RIVF), 2016, p.55-60

2016

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Transfer Learning-Based Case Base Preparation for a Case-Based Reasoning-Based Decision Making Support Model in the Educational Domain

Multi-Disciplinary Trends in Artificial Intelligence, 2017, Vol.10607, p.30-43

2017

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A Knowledge-Driven Educational Decision Support System

2012 IEEE RIVF International Conference on Computing & Communication Technologies, Research, Innovation, and Vision for the Future, 2012, p.1-6

2012

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Towards a robust incomplete data handling approach to effective educational data classification in an academic credit system

2014 International Conference on Data Mining and Intelligent Computing (ICDMIC), 2014, p.1-7

2014

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A robust and effective algorithmic framework for incomplete educational data clustering

2015 2nd National Foundation for Science and Technology Development Conference on Information and Computer Science (NICS), 2015, p.65-70

2015

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Interprocedural side-effect analysis for incomplete object-oriented software modules

The Journal of systems and software, 2007, Vol.80 (1), p.92-105

2007

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Making kernel-based vector quantization robust and effective for incomplete educational data clustering

Vietnam journal of computer science, 2016-05, Vol.3 (2), p.93-102

2016

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Enhanced CNN Models for Binary and Multiclass Student Classification on Temporal Educational Data at the Program Level

A kernel-induced weighted object-cluster association-based ensemble method for educational data clustering

An Enhanced CNN Model on Temporal Educational Data for Program-Level Student Classification

A Random Forest-Based Self-training Algorithm for Study Status Prediction at the Program Level: minSemi-RF

A Class-Cluster k-Nearest Neighbors Method for Temporal In-Trouble Student Identification

A Weighted Object-Cluster Association-Based Ensemble Method for Clustering Undergraduate Students

On Semi-supervised Learning with Sparse Data Handling for Educational Data Classification

Imbalanced educational data classification: An effective approach with resampling and random forest

ST_OS: An Effective Semisupervised Learning Method for Course-Level Early Predictions

Frequent temporal pattern mining incrementally from educational databases in an academic credit system

An Efficient Tree-based Rule Mining Algorithm for Sequential Rules with Explicit Timestamps in Temporal Educational Databases

An Effective Semi-Supervised Learning Framework for Temporal Student Classification

Nested Semisupervised Learning for Cross-Note Abbreviation Detection in Vietnamese Clinical Texts

Combining Self-Training and Tri-Training for Course-Level Student Classification

An Effective and Robust Self-Training Algorithm Using k-Means and Random Forest Models for Program-Level Student Classification

A Combined Learning-Based Bagging Method for Classification Improvement

Completeness Analysis for Incomplete Object-Oriented Programs

On Temporal Cluster Analysis for Early Identifying In-trouble Students in an Academic Credit System

Combining transfer learning and co-training for student classification in an academic credit system

Transfer Learning-Based Case Base Preparation for a Case-Based Reasoning-Based Decision Making Support Model in the Educational Domain

A Knowledge-Driven Educational Decision Support System

Towards a robust incomplete data handling approach to effective educational data classification in an academic credit system

A robust and effective algorithmic framework for incomplete educational data clustering

Interprocedural side-effect analysis for incomplete object-oriented software modules

Making kernel-based vector quantization robust and effective for incomplete educational data clustering

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