A fast algorithm for classification based on association rules. - Loan T. T. Nguyen; Bay Vo; Tzung-Pei Hong; Hoang Chi Thanh (GrC, 2012)

Interestingness Measures for Classification Based on Association Rules. - Loan T. T. Nguyen; Bay Vo; Tzung-Pei Hong; Hoang Chi Thanh (ICCCI (2), 2012)

Classification based on association rules: A lattice-based approach. - Loan T. T. Nguyen; Bay Vo; Tzung-Pei Hong; Hoang Chi Thanh (Expert Syst. Appl., 2012)

CAR-Miner: An efficient algorithm for mining class-association rules. - Loan T. T. Nguyen; Bay Vo; Tzung-Pei Hong; Hoang Chi Thanh (Expert Syst. Appl., 2013)

Mining Class Association Rules with the Difference of Obidsets. - Loan T. T. Nguyen (ACIIDS (2), 2014)

Incremental Mining Class Association Rules Using Diffsets. - Loan T. T. Nguyen; Ngoc Thanh Nguyen 001 (ICCSAMA, 2015)

Updating mined class association rules for record insertion. - Loan T. T. Nguyen; Ngoc Thanh Nguyen 001 (Appl. Intell., 2015)

An improved algorithm for mining class association rules using the difference of Obidsets. - Loan T. T. Nguyen; Ngoc Thanh Nguyen 001 (Expert Syst. Appl., 2015)

CARIM: an efficient algorithm for mining class-association rules with interestingness measures. - Loan T. T. Nguyen; Bay Vo; Tzung-Pei Hong (Int. Arab J. Inf. Technol., 2015)

A novel method for constrained class association rule mining. - Dang Nguyen 002; Loan T. T. Nguyen; Bay Vo; Tzung-Pei Hong (Inf. Sci., 2015)

A Method for Query Top-K Rules from Class Association Rule Set. - Loan T. T. Nguyen; Hai T. Nguyen; Bay Vo; Ngoc Thanh Nguyen 001 (ACIIDS (1), 2016)

A new method for mining colossal patterns. - Thanh-Long Nguyen; Bay Vo; Loan T. T. Nguyen (SMC, 2016)

Mining closed high utility itemsets in uncertain databases. - Nguyen Bui; Bay Vo; Van-Nam Huynh; Chun-Wei Lin 001; Loan T. T. Nguyen (SoICT, 2016)

A Quick Method for Querying Top-k Rules from Class Association Rule Set. - Loan T. T. Nguyen; Ngoc Thanh Nguyen 001; Bogdan Trawinski (J. Univers. Comput. Sci., 2016)

Efficient mining of class association rules with the itemset constraint. - Dang Nguyen 002; Loan T. T. Nguyen; Bay Vo; Witold Pedrycz (Knowl. Based Syst., 2016)

Mining Class Association Rules with Synthesis Constraints. - Loan T. T. Nguyen; Bay Vo; Hung Son Nguyen; Sinh Hoa Nguyen (ACIIDS (1), 2017)

An Improved Algorithm for Mining Top-k Association Rules. - Linh T. T. Nguyen; Loan T. T. Nguyen; Bay Vo (ICCSAMA, 2017)

An improved algorithm for mining frequent Inter-transaction patterns. - Thanh-Ngo Nguyen; Loan T. T. Nguyen; Ngoc Thanh Nguyen 001 (INISTA, 2017)

A Dynamic Packed Approach for Analytic Data Warehouse in Ad-Hoc Queries. - Loan T. T. Nguyen; Hung Son Nguyen; Sinh Hoa Nguyen (ISAT (1), 2017)

Constraint-Based Method for Mining Colossal Patterns in High Dimensional Databases. - Thanh-Long Nguyen; Bay Vo; Bao Huynh; Václav Snásel; Loan T. T. Nguyen (ISAT (1), 2017)

A lattice-based approach for mining high utility association rules. - Thang Mai; Bay Vo; Loan T. T. Nguyen (Inf. Sci., 2017)

An efficient approach for mining closed high utility itemsets and generators. - Thang Mai; Loan T. T. Nguyen (J. Inf. Telecommun., 2017)

A method for mining top-rank-k frequent closed itemsets. - Loan T. T. Nguyen; Truc Trinh; Ngoc Thanh Nguyen 001; Bay Vo (J. Intell. Fuzzy Syst., 2017)

A Weighted Approach for Class Association Rules. - Loan T. T. Nguyen; Bay Vo; Thang Mai; Thanh-Long Nguyen (ACIIDS (Extended Posters), 2018)

Efficient method for updating class association rules in dynamic datasets with record deletion. - Loan T. T. Nguyen; Ngoc Thanh Nguyen 001; Bay Vo; Hung Son Nguyen (Appl. Intell., 2018)

ETARM: an efficient top-k association rule mining algorithm. - Linh T. T. Nguyen; Bay Vo; Loan T. T. Nguyen; Philippe Fournier-Viger; Ali Selamat (Appl. Intell., 2018)

Mining Clickstream Patterns Using IDLists. - Huy Minh Huynh; Loan T. T. Nguyen; Bay Vo; Zuzana Komínková Oplatková; Tzung-Pei Hong (SMC, 2019)

An Efficient Algorithm for Mining Frequent Closed Inter- Transaction Patterns. - Thanh-Ngo Nguyen; Loan T. T. Nguyen; Bay Vo; Ngoc Thanh Nguyen 001 (SMC, 2019)

An efficient method for mining high utility closed itemsets. - Loan T. T. Nguyen; Vinh V. Vu; Mi T. H. Lam; Thuy T. M. Duong; Ly T. Manh; Thuy T. T. Nguyen; Bay Vo; Hamido Fujita (Inf. Sci., 2019)

Mining class association rules on imbalanced class datasets. - Loan T. T. Nguyen; Bay Vo; Thanh-Ngo Nguyen; Anh Nguyen 006 (J. Intell. Fuzzy Syst., 2019)

Mining high-utility itemsets in dynamic profit databases. - Loan T. T. Nguyen; Phuc Nguyen; Trinh D. D. Nguyen; Bay Vo; Philippe Fournier-Viger; Vincent S. Tseng (Knowl. Based Syst., 2019)

Updating Ontology Alignment on the Instance Level Based on Ontology Evolution. - Adrianna Kozierkiewicz; Marcin Pietranik; Loan T. T. Nguyen (DEXA (2), 2020)

Sequential Pattern Mining Using IDLists. - Huy Minh Huynh; Nam Ngoc Pham; Zuzana Komínková Oplatková; Nguyen Thi Thuy Loan; Bay Vo (ICCCI, 2020)

A Method for Building Heterogeneous Ensembles of Regression Models Based on a Genetic Algorithm. - Bartosz Kardas; Mateusz Piwowarczyk; Zbigniew Telec; Bogdan Trawinski; Patient Zihisire Muke; Nguyen Thi Thuy Loan (ICCCI, 2020)

Efficient Method for Mining High-Utility Itemsets Using High-Average Utility Measure. - Nguyen Thi Thuy Loan; Trinh D. D. Nguyen; Anh Nguyen 006; Phuoc-Nghia Tran; Cuong Trinh; Bao Huynh; Bay Vo (ICCCI, 2020)

Efficient Method for Mining Maximal Inter-transaction Patterns. - Thanh-Ngo Nguyen; Nguyen Thi Thuy Loan; Bay Vo; Adrianna Kozierkiewicz (ICCCI, 2020)

Usability Study of Data Entry Design Patterns for Mobile Applications. - Sebastian Waloszek; Patient Zihisire Muke; Mateusz Piwowarczyk; Zbigniew Telec; Bogdan Trawinski; Nguyen Thi Thuy Loan (ICCCI, 2020)

A Fast Algorithm for Mining Closed Inter-transaction Patterns. - Thanh-Ngo Nguyen; Loan T. T. Nguyen; Bay Vo; Ngoc Thanh Nguyen 001 (IEA/AIE, 2020)

An N-List-Based Approach for Mining Frequent Inter-Transaction Patterns. - Thanh-Ngo Nguyen; Loan T. T. Nguyen; Bay Vo; Ngoc Thanh Nguyen 001; Trinh D. D. Nguyen (IEEE Access, 2020)

An Efficient Method for Mining Closed Potential High-Utility Itemsets. - Bay Vo; Loan T. T. Nguyen; Nguyen Bui; Trinh D. D. Nguyen; Van-Nam Huynh; Tzung-Pei Hong (IEEE Access, 2020)

A Multi-Core Approach to Efficiently Mining High-Utility Itemsets in Dynamic Profit Databases. - Bay Vo; Loan T. T. Nguyen; Trinh D. D. Nguyen; Philippe Fournier-Viger; Unil Yun (IEEE Access, 2020)

Mining Correlated High Utility Itemsets in One Phase. - Bay Vo; Le V. Nguyen; Vinh V. Vu; Mi T. H. Lam; Thuy T. M. Duong; Ly T. Manh; Thuy T. T. Nguyen; Loan T. T. Nguyen; Tzung-Pei Hong (IEEE Access, 2020)

Mining Maximal High Utility Itemsets on Dynamic Profit Databases. - Loan T. T. Nguyen; Dinh-Bao Vu; Trinh D. D. Nguyen; Bay Vo (Cybern. Syst., 2020)

Efficient methods for mining weighted clickstream patterns. - Huy Minh Huynh; Loan T. T. Nguyen; Bay Vo; Anh Nguyen 006; Vincent S. Tseng (Expert Syst. Appl., 2020)

Efficient algorithms for mining clickstream patterns using pseudo-IDLists. - Huy Minh Huynh; Loan T. T. Nguyen; Bay Vo; Unil Yun; Zuzana Komínková Oplatková; Tzung-Pei Hong (Future Gener. Comput. Syst., 2020)

Efficient Algorithm for Mining Non-Redundant High-Utility Association Rules. - Thang Mai; Loan T. T. Nguyen; Bay Vo; Unil Yun; Tzung-Pei Hong (Sensors, 2020)

Mining Class Association Rules on Dataset with Missing Data. - Hoang-Lam Nguyen; Loan T. T. Nguyen; Adrianna Kozierkiewicz (ACIIDS, 2021)

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 (ACIIDS, 2021)

Cross-Level High-Utility Itemset Mining Using Multi-core Processing. - N. T. Tung; Loan T. T. Nguyen; Trinh D. D. Nguyen; Adrianna Kozierkiewicz (ICCCI, 2021)

Multi-Swarm Optimization for Extracting Multiple-Choice Tests From Question Banks. - Tram Nguyen; Loan T. T. Nguyen; Toan Bui; Ho Dac Loc; Witold Pedrycz; Václav Snásel; Bay Vo (IEEE Access, 2021)

A Method for Closed Frequent Subgraph Mining in a Single Large Graph. - Lam B. Q. Nguyen; Loan T. T. Nguyen; Ivan Zelinka; Václav Snásel; Hung Son Nguyen; Bay Vo (IEEE Access, 2021)

A Novel Approach for Mining Closed Clickstream Patterns. - Bao Huynh; Loan T. T. Nguyen; Huy Minh Huynh; Adrianna Kozierkiewicz; Unil Yun; Zuzana Komínková Oplatková; Bay Vo (Cybern. Syst., 2021)

Efficient algorithms for mining closed high utility itemsets in dynamic profit databases. - Trinh D. D. Nguyen; Loan T. T. Nguyen; Lung Vu; Bay Vo; Witold Pedrycz (Expert Syst. Appl., 2021)

A method for efficient clustering of spatial data in network space. - Trang T. D. Nguyen; Loan T. T. Nguyen; Anh Nguyen 006; Unil Yun; Bay Vo (J. Intell. Fuzzy Syst., 2021)

Con2Vec: Learning embedding representations for contrast sets. - Dang Nguyen 002; Wei Luo 001; Bay Vo; Loan T. T. Nguyen; Witold Pedrycz (Knowl. Based Syst., 2021)

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-Thông Nguyen; Ngoc Thanh Nguyen 001 (ACIIDS (Companion), 2022)

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 (ICCCI, 2022)

An efficient and scalable approach for mining subgraphs in a single large graph. - Lam B. Q. Nguyen; Loan T. T. Nguyen; Bay Vo; Ivan Zelinka; Jerry Chun-Wei Lin; Unil Yun; Hung Son Nguyen (Appl. Intell., 2022)

An efficient method for mining multi-level high utility Itemsets. - N. T. Tung; Loan T. T. Nguyen; Trinh D. D. Nguyen; Bay Vo (Appl. Intell., 2022)

Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks. - Phu Pham; Loan T. T. Nguyen; Bay Vo; Unil Yun (Inf. Syst., 2022)

An efficient parallel algorithm for mining weighted clickstream patterns. - Huy Minh Huynh; Loan T. T. Nguyen; Bay Vo; Zuzana Komínková Oplatková; Philippe Fournier-Viger; Unil Yun (Inf. Sci., 2022)

Efficient mining of cross-level high-utility itemsets in taxonomy quantitative databases. - N. T. Tung; Loan T. T. Nguyen; Trinh D. D. Nguyen; Philippe Fournier-Viger; Ngoc Thanh Nguyen 001; Bay Vo (Inf. Sci., 2022)

An efficient method for mining sequential patterns with indices. - Huy Minh Huynh; Loan T. T. Nguyen; Nam Ngoc Pham; Zuzana Komínková Oplatková; Unil Yun; Bay Vo (Knowl. Based Syst., 2022)

ComGCN: Community-Driven Graph Convolutional Network for Link Prediction in Dynamic Networks. - Phu Pham; Loan T. T. Nguyen; Ngoc Thanh Nguyen 001; Witold Pedrycz; Unil Yun; Bay Vo (IEEE Trans. Syst. Man Cybern. Syst., 2022)

Subgraph mining in a large graph: A review. - Lam B. Q. Nguyen; Ivan Zelinka; Václav Snásel; Loan T. T. Nguyen; Bay Vo (WIREs Data Mining Knowl. Discov., 2022)

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 (ACIIDS (1), 2023)

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 (ICCCI (CCIS Volume), 2023)

A hierarchical fused fuzzy deep neural network with heterogeneous network embedding for recommendation. - Phu Pham; Loan T. T. Nguyen; Ngoc Thanh Nguyen 001; Robert Kozma 001; Bay Vo (Inf. Sci., 2023)

An efficient method for mining high occupancy itemsets based on equivalence class and early pruning. - Loan T. T. Nguyen; Thang Mai; Giao-Huy Pham; Unil Yun; Bay Vo (Knowl. Based Syst., 2023)

Parallel approaches to extract multi-level high utility itemsets from hierarchical transaction databases. - Trinh D. D. Nguyen; N. T. Tung; Thiet Pham; Loan T. T. Nguyen (Knowl. Based Syst., 2023)

An efficient topological-based clustering method on spatial data in network space. - Trang T. D. Nguyen; Loan T. T. Nguyen; Quang-Thinh Bui; Unil Yun; Bay Vo (Expert Syst. Appl., 2023)

Deep learning, graph-based text representation and classification: a survey, perspectives and challenges. - Phu Pham; Loan T. T. Nguyen; Witold Pedrycz; Bay Vo (Artif. Intell. Rev., 2023)

Mining inter-sequence patterns with Itemset constraints. - Anh Nguyen 006; Ngoc-Thanh Nguyen 001; Loan T. T. Nguyen; Bay Vo (Appl. Intell., 2023)

An Approach to Semantic-Aware Heterogeneous Network Embedding for Recommender Systems. - Phu Pham; Loan T. T. Nguyen; Ngoc Thanh Nguyen 001; Witold Pedrycz; Unil Yun; Jerry Chun-Wei Lin; Bay Vo (IEEE Trans. Cybern., 2023)

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 001; Loan T. T. Nguyen (ICCCI (1), 2024)

Efficiently Discover Multi-level Maximal High-Utility Patterns from Hierarchical Databases. - Trinh D. D. Nguyen; N. T. Tung; Loan T. T. Nguyen; Bay Vo (ICCCI (1), 2024)

MLC-miner: Efficiently discovering multi-level closed high utility patterns from quantitative hierarchical transaction databases. - Trinh D. D. Nguyen; N. T. Tung; Loan T. T. Nguyen; Thiet T. Pham; Bay Vo (Expert Syst. Appl., 2024)

Incremental clickstream pattern mining with search boundaries. - Huy Minh Huynh; Nam Ngoc Pham; Zuzana Komínková Oplatková; Loan T. T. Nguyen; Ngoc Thanh Nguyen 001; Unil Yun; Bay Vo (Inf. Sci., 2024)

An efficient strategy for mining high-efficiency itemsets in quantitative databases. - Bao Huynh; N. T. Tung; Trinh D. D. Nguyen; Quang-Thinh Bui; Loan T. T. Nguyen; Unil Yun; Bay Vo (Knowl. Based Syst., 2024)

New approaches for mining high utility itemsets with multiple utility thresholds. - Bao Huynh; N. T. Tung; Trinh D. D. Nguyen; Cuong Trinh; Václav Snásel; Loan T. T. Nguyen (Appl. Intell., 2024)

An efficient pruning method for mining inter-sequence patterns based on pseudo-IDList. - Anh Nguyen 006; Ngoc Thanh Nguyen 001; Loan T. T. Nguyen; Bay Vo (Expert Syst. Appl., 2024)

An efficient method for mining High-Utility itemsets from unstable negative profit databases. - N. T. Tung; Trinh D. D. Nguyen; Loan T. T. Nguyen; Bay Vo (Expert Syst. Appl., 2024)

Mining Association Rules from a Single Large Graph. - Bao Huynh; Lam B. Q. Nguyen; Duc H. M. Nguyen; Ngoc Thanh Nguyen 001; Hung Son Nguyen; Tuyn Pham; Tri Pham; Loan T. T. Nguyen; Trinh D. D. Nguyen; Bay Vo (Cybern. Syst., 2024)

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 (ACIIDS (2), 2025)

Enhancing Vietnamese Mental Health Question-Answering Systems: Adaptive Retrieval Augmented Generation Pipeline and Data Augmentation for Large Language Models. - Tu Anh Hoang Nguyen; Quang-Dieu Nguyen; Loan T. T. Nguyen (IUKM (1), 2025)

A community-aware graph neural network applied to geographical location-based representation learning and clustering within GIS. - Phu Pham; Loan T. T. Nguyen; Hoai Thuong Sarah; Anh Nguyen 006; Trang T. D. Nguyen; Bay Vo (Expert Syst. Appl., 2025)

NS-IDBSCAN: An efficient incremental clustering method for geospatial data in network space. - Trang T. D. Nguyen; Loan T. T. Nguyen; Quang-Thinh Bui; Le Nhat Duy; Bay Vo (Inf. Sci., 2025)

An efficient method for mining top-k multi-level high utility itemsets. - Loan T. T. Nguyen; N. T. Tung; Bay Vo (Knowl. Based Syst., 2025)

Efficient mining top-k high utility itemsets in incremental databases based on threshold raising strategies and pre-large concept. - N. T. Tung; Loan T. T. Nguyen; Trinh D. D. Nguyen; Bao Huynh (Knowl. Based Syst., 2025)

Efficient strategies for spatial data clustering using topological relations. - Trang T. D. Nguyen; Loan T. T. Nguyen; Quang-Thinh Bui; Le Nhat Duy; Witold Pedrycz; Bay Vo (Appl. Intell., 2025)

Geospatial Data Clustering in Network Space: A Survey. - Loan T. T. Nguyen; Trang T. D. Nguyen; Quang-Thinh Bui; Bay Vo (WIREs Data. Mining. Knowl. Discov., 2025)

Mining Cross-Level High Utility Itemsets in Unstable and Negative Profit Databases. - N. T. Tung; Trinh D. D. Nguyen; Loan T. T. Nguyen; Duc-Lung Vu; Philippe Fournier-Viger; Bay Vo (IEEE Trans. Knowl. Data Eng., 2025)