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APPLYING MACHINE LEARNING TECHNIQUES ON IMBALANCED DATASETS FOR EARLY PREDICTION OF HIGH SCHOOL STUDENT DROPOUT
Authors: Vo Duc Quang, Nguyen Thi Lan Anh, Mai Hong Mận, Cao Thanh Son
485    4
Journal of Science Vinh University
: 49     : 47-56
: 1067-2020-vinh-uni-journal.pdf
Publishing year: 10/2020
Bài báo đề xuất một mô hình học máy cho bài toán phân lớp trên tập dữ liệu mất cân bằng, trong đó sử dụng kết hợp kỹ thuật sinh mẫu tổng hợp SMOTE và giải thuật AdaBoost cho thuật toán Cây quyết định.
The web ontology rule language OWL 2 RL+ and its extensionsWORL: a nonmonotonic rule language for the semantic webAn Improved Depth-First Control Strategy for Query-Subquery Nets in Evaluating Queries to Horn Knowledge BasesAn Empirical Approach to Query-Subquery Nets with Tail-Recursion EliminationOn the Efficiency of Query-Subquery Nets with Right/Tail-Recursion Elimination in Evaluating Queries to Horn Knowledge BasesQuery-Subquery Nets with Stratified NegationC Programming LanguageQuery–subquery nets for Horn knowledge bases in first-order logicExtending Query-Subquery Nets for Deductive Databases under the Well-Founded SemanticsAn efficient solution for developing the overall management information system for Vinh universityA Max-Min Conflict Algorithm for the Stable Marriage ProblemIncorporating Stratified Negation into Query-Subquery Nets for Evaluating Queries to Stratified Deductive DatabasesFinding Maximum Stable Matchings for the Student-Project Allocation Problem with Preferences Over ProjectsIntegrating Multi-threading into Query-Subquery NetsMột thuật toán tìm kiếm cục bộ hiệu quả giải bài toán phân công địa điểm thực tập cho sinh viênA Heuristic Repair Algorithm for the Maximum Stable Marriage Problem with Ties and Incomplete ListsAn Empirical Heuristic Algorithm for Solving the Student-Project Allocation Problem with TiesFinding Maximum Weakly Stable Matchings for Hospitals/Residents with Ties Problem via Heuristic Search