| 2026 | ACIIDS | Fast-NSTBC: A Scalable Topological-Based Clustering Method for Large Network-Constrained Geospatial Data. | Trang T. D. Nguyen, Loan T. T. Nguyen, Quang-Thinh Bui, Phu Pham, Bay Vo |
| 2026 | ACIIDS | DOM-GraphIE: HTML-Aware GNNs for Web Information Extraction. | Ba-Vinh Truong, Phu Pham, Loan T. T. Nguyen |
| 2025 | ACIIDS | Integrating Topological Data Analysis and Deep Learning: A Case Study in Cardiovascular Disease Prediction at Thu Duc Hospital. | Loan T. T. Nguyen, Phu Pham, Thi Thanh Sang Nguyen, Phu An Chau, An Van Bao Phan, Hoang Quang Dao, Thanh Tri Vu, An Le Pham, Bay Vo |
| 2025 | ICCCI | Deep Learning-Based Source Printer Identification from Microscopic Ink Dots Using Morphology-Based Augmentation. | Q. Phu Nguyen, An Mai, Marc Bui, Loan T. T. Nguyen |
| 2025 | ICCCI | Convenient Time Series Features Extraction Package FExtract. | Le Quang, Krystian Wojtkiewicz, Loan T. T. Nguyen |
| 2024 | ICCCI | Investigation of Machine Learning and Deep Learning Approaches for Early PM2.5 Forecasting: A Case Study in Vietnam. | Quang-Dieu Nguyen, Tu Anh Hoang Nguyen, Nguyen Tien Dat Pham, Trung Kien Nguyen, Phu Pham, Ngoc-Thanh Nguyen, Loan T. T. Nguyen |
| 2024 | ICCCI | Efficiently Discover Multi-level Maximal High-Utility Patterns from Hierarchical Databases. | Trinh D. D. Nguyen, N. T. Tung, Loan T. T. Nguyen, Bay Vo |
| 2023 | ACIIDS | Extracting Top-k High Utility Patterns from Multi-level Transaction Databases. | Tuan M. Le, Trinh D. D. Nguyen, Loan T. T. Nguyen, Adrianna Kozierkiewicz, N. T. Tung |
| 2023 | ICCCI | Efficient Pruning Strategy for Mining High Utility Quantitative Itemsets. | Loan T. T. Nguyen, Anh N. H. Pham, Trinh D. D. Nguyen, Adrianna Kozierkiewicz, Bay Vo, N. T. Tung |
| 2022 | ACIIDS | Auto Machine Learning-Based Approach for Source Printer Identification. | Phu-Qui Vo, Nhan Tam Dang, Q. Phu Nguyen, An Mai, Loan T. T. Nguyen, Quoc-Thng Nguyen, Ngoc Thanh Nguyen |
| 2022 | ICCCI | Updating the Result Ontology Integration at the Concept Level in the Event of the Evolution of Their Components. | Adrianna Kozierkiewicz, Marcin Pietranik, Mateusz Olsztynski, Loan T. T. Nguyen |
| 2021 | ACIIDS | Mining Class Association Rules on Dataset with Missing Data. | Hoang-Lam Nguyen, Loan T. T. Nguyen, Adrianna Kozierkiewicz |
| 2021 | ACIIDS | An Efficient Approach for Mining High-Utility Itemsets from Multiple Abstraction Levels. | Trinh D. D. Nguyen, Loan T. T. Nguyen, Adrianna Kozierkiewicz, Thiet Pham, Bay Vo |
| 2021 | ICCCI | Cross-Level High-Utility Itemset Mining Using Multi-core Processing. | N. T. Tung, Loan T. T. Nguyen, Trinh D. D. Nguyen, Adrianna Kozierkiewicz |
| 2020 | DEXA | Updating Ontology Alignment on the Instance Level Based on Ontology Evolution. | Adrianna Kozierkiewicz, Marcin Pietranik, Loan T. T. Nguyen |
| 2019 | SMC | Mining Clickstream Patterns Using IDLists. | Huy Minh Huynh, Loan T. T. Nguyen, Bay Vo, Zuzana Komnkov Oplatkov, Tzung-Pei Hong |
| 2019 | SMC | An Efficient Algorithm for Mining Frequent Closed Inter- Transaction Patterns. | Thanh-Ngo Nguyen, Loan T. T. Nguyen, Bay Vo, Ngoc Thanh Nguyen |
| 2018 | ACIIDS | A Weighted Approach for Class Association Rules. | Loan T. T. Nguyen, Bay Vo, Thang Mai, Thanh-Long Nguyen |
| 2017 | ACIIDS | Mining Class Association Rules with Synthesis Constraints. | Loan T. T. Nguyen, Bay Vo, Hung Son Nguyen, Sinh Hoa Nguyen |
| 2017 | INISTA | An improved algorithm for mining frequent Inter-transaction patterns. | Thanh-Ngo Nguyen, Loan T. T. Nguyen, Ngoc Thanh Nguyen |
| 2016 | ACIIDS | A Method for Query Top-K Rules from Class Association Rule Set. | Loan T. T. Nguyen, Hai T. Nguyen, Bay Vo, Ngoc Thanh Nguyen |
| 2016 | SMC | A new method for mining colossal patterns. | Thanh-Long Nguyen, Bay Vo, Loan T. T. Nguyen |
| 2014 | ACIIDS | Mining Class Association Rules with the Difference of Obidsets. | Loan T. T. Nguyen |
| 2012 | GRC | A fast algorithm for classification based on association rules. | Loan T. T. Nguyen, Bay Vo, Tzung-Pei Hong, Hoang Chi Thanh |
| 2012 | ICCCI | Interestingness Measures for Classification Based on Association Rules. | Loan T. T. Nguyen, Bay Vo, Tzung-Pei Hong, Hoang Chi Thanh |