Loan T. T. Nguyen

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 71

Top Topics

Top Venues

Expert Syst. Appl.

Knowl. Based Syst.

Publications

Huy Minh Huynh, Nam Ngoc Pham, Zuzana Komínková Oplatková, Loan T. T. Nguyen, Ngoc Thanh Nguyen, Unil Yun, Bay Vo
Incremental clickstream pattern mining with search boundaries. Inf. Sci. 662 (2024)
N. T. Tung, Trinh D. D. Nguyen, Loan T. T. Nguyen, Bay Vo
An efficient method for mining High-Utility itemsets from unstable negative profit databases. Expert Syst. Appl. 237 (Part C) (2024)
Anh Nguyen, Ngoc Thanh Nguyen, Loan T. T. Nguyen, Bay Vo
An efficient pruning method for mining inter-sequence patterns based on pseudo-IDList. Expert Syst. Appl. 238 (Part B) (2024)
Bao Huynh, N. T. Tung, Trinh D. D. Nguyen, Quang-Thinh Bui, Loan T. T. Nguyen, Unil Yun, Bay Vo
An efficient strategy for mining high-efficiency itemsets in quantitative databases. Knowl. Based Syst. 299 (2024)
Bao Huynh, Lam B. Q. Nguyen, Duc H. M. Nguyen, Ngoc Thanh Nguyen, Hung-Son Nguyen, Tuyn Pham, Tri Pham, Loan T. T. Nguyen, Trinh D. D. Nguyen, Bay Vo
Mining Association Rules from a Single Large Graph. Cybern. Syst. 55 (3) (2024)
Bao Huynh, N. T. Tung, Trinh D. D. Nguyen, Cuong Trinh, Václav Snásel, Loan T. T. Nguyen
New approaches for mining high utility itemsets with multiple utility thresholds. Appl. Intell. 54 (1) (2024)
Trinh D. D. Nguyen, N. T. Tung, Loan T. T. Nguyen, Thiet T. Pham, Bay Vo
MLC-miner: Efficiently discovering multi-level closed high utility patterns from quantitative hierarchical transaction databases. Expert Syst. Appl. 254 (2024)
Trinh D. D. Nguyen, N. T. Tung, Thiet Pham, Loan T. T. Nguyen
Parallel approaches to extract multi-level high utility itemsets from hierarchical transaction databases. Knowl. Based Syst. 276 (2023)
Phu Pham, Loan T. T. Nguyen, Witold Pedrycz, Bay Vo
Deep learning, graph-based text representation and classification: a survey, perspectives and challenges. Artif. Intell. Rev. 56 (6) (2023)
Tuan M. Le, Trinh D. D. Nguyen, Loan T. T. Nguyen, Adrianna Kozierkiewicz, N. T. Tung
Extracting Top-k High Utility Patterns from Multi-level Transaction Databases. ACIIDS (1) (2023)
Loan T. T. Nguyen, Anh N. H. Pham, Trinh D. D. Nguyen, Adrianna Kozierkiewicz, Bay Vo, N. T. Tung
Efficient Pruning Strategy for Mining High Utility Quantitative Itemsets. ICCCI (CCIS Volume) (2023)
Loan T. T. Nguyen, Thang Mai, Giao-Huy Pham, Unil Yun, Bay Vo
An efficient method for mining high occupancy itemsets based on equivalence class and early pruning. Knowl. Based Syst. 267 (2023)
Trang T. D. Nguyen, Loan T. T. Nguyen, Quang-Thinh Bui, Unil Yun, Bay Vo
An efficient topological-based clustering method on spatial data in network space. Expert Syst. Appl. 215 (2023)
Phu Pham, Loan T. T. Nguyen, Ngoc Thanh Nguyen, Witold Pedrycz, Unil Yun, Jerry Chun-Wei Lin, Bay Vo
An Approach to Semantic-Aware Heterogeneous Network Embedding for Recommender Systems. IEEE Trans. Cybern. 53 (9) (2023)
Phu Pham, Loan T. T. Nguyen, Ngoc Thanh Nguyen, Robert Kozma, Bay Vo
A hierarchical fused fuzzy deep neural network with heterogeneous network embedding for recommendation. Inf. Sci. 620 (2023)
Anh Nguyen, Ngoc-Thanh Nguyen, Loan T. T. Nguyen, Bay Vo
Mining inter-sequence patterns with Itemset constraints. Appl. Intell. 53 (17) (2023)
N. T. Tung, Loan T. T. Nguyen, Trinh D. D. Nguyen, Philippe Fournier-Viger, Ngoc Thanh Nguyen, Bay Vo
Efficient mining of cross-level high-utility itemsets in taxonomy quantitative databases. Inf. Sci. 587 (2022)
Lam B. Q. Nguyen, Loan T. T. Nguyen, Bay Vo, Ivan Zelinka, Jerry Chun-Wei Lin, Unil Yun, Hung Son Nguyen
An efficient and scalable approach for mining subgraphs in a single large graph. Appl. Intell. 52 (15) (2022)
Lam B. Q. Nguyen, Ivan Zelinka, Václav Snásel, Loan T. T. Nguyen, Bay Vo
Subgraph mining in a large graph: A review. WIREs Data Mining Knowl. Discov. 12 (4) (2022)
N. T. Tung, Loan T. T. Nguyen, Trinh D. D. Nguyen, Bay Vo
An efficient method for mining multi-level high utility Itemsets. Appl. Intell. 52 (5) (2022)
Huy Minh Huynh, Loan T. T. Nguyen, Nam Ngoc Pham, Zuzana Komínková Oplatková, Unil Yun, Bay Vo
An efficient method for mining sequential patterns with indices. Knowl. Based Syst. 239 (2022)
Adrianna Kozierkiewicz, Marcin Pietranik, Mateusz Olsztynski, Loan T. T. Nguyen
Updating the Result Ontology Integration at the Concept Level in the Event of the Evolution of Their Components. ICCCI (2022)
Phu Pham, Loan T. T. Nguyen, Ngoc Thanh Nguyen, Witold Pedrycz, Unil Yun, Bay Vo
ComGCN: Community-Driven Graph Convolutional Network for Link Prediction in Dynamic Networks. IEEE Trans. Syst. Man Cybern. Syst. 52 (9) (2022)
Phu Pham, Loan T. T. Nguyen, Bay Vo, Unil Yun
Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks. Inf. Syst. 103 (2022)
Phu-Qui Vo, Nhan Tam Dang, Q. Phu Nguyen, An Mai, Loan T. T. Nguyen, Quoc-Thông Nguyen, Ngoc Thanh Nguyen
Auto Machine Learning-Based Approach for Source Printer Identification. ACIIDS (Companion) (2022)
Huy M. Huynh, Loan T. T. Nguyen, Bay Vo, Zuzana Komínková Oplatková, Philippe Fournier-Viger, Unil Yun
An efficient parallel algorithm for mining weighted clickstream patterns. Inf. Sci. 582 (2022)
N. T. Tung, Loan T. T. Nguyen, Trinh D. D. Nguyen, Adrianna Kozierkiewicz
Cross-Level High-Utility Itemset Mining Using Multi-core Processing. ICCCI (2021)
Trinh D. D. Nguyen, Loan T. T. Nguyen, Adrianna Kozierkiewicz, Thiet Pham, Bay Vo
An Efficient Approach for Mining High-Utility Itemsets from Multiple Abstraction Levels. ACIIDS (2021)
Dang Nguyen, Wei Luo, Bay Vo, Loan T. T. Nguyen, Witold Pedrycz
Con2Vec: Learning embedding representations for contrast sets. Knowl. Based Syst. 229 (2021)
Bao Huynh, Loan T. T. Nguyen, Huy M. Huynh, Adrianna Kozierkiewicz, Unil Yun, Zuzana Komínková Oplatková, Bay Vo
A Novel Approach for Mining Closed Clickstream Patterns. Cybern. Syst. 52 (5) (2021)
Trinh D. D. Nguyen, Loan T. T. Nguyen, Lung Vu, Bay Vo, Witold Pedrycz
Efficient algorithms for mining closed high utility itemsets in dynamic profit databases. Expert Syst. Appl. 186 (2021)
Hoang-Lam Nguyen, Loan T. T. Nguyen, Adrianna Kozierkiewicz
Mining Class Association Rules on Dataset with Missing Data. ACIIDS (2021)
Lam B. Q. Nguyen, Loan T. T. Nguyen, Ivan Zelinka, Václav Snásel, Hung Son Nguyen, Bay Vo
A Method for Closed Frequent Subgraph Mining in a Single Large Graph. IEEE Access 9 (2021)
Tram Nguyen, Loan T. T. Nguyen, Toan Bui, Ho Dac Loc, Witold Pedrycz, Václav Snásel, Bay Vo
Multi-Swarm Optimization for Extracting Multiple-Choice Tests From Question Banks. IEEE Access 9 (2021)
Trang T. D. Nguyen, Loan T. T. Nguyen, Anh Nguyen, Unil Yun, Bay Vo
A method for efficient clustering of spatial data in network space. J. Intell. Fuzzy Syst. 40 (6) (2021)
Huy M. Huynh, Loan T. T. Nguyen, Bay Vo, Anh Nguyen, Vincent S. Tseng
Efficient methods for mining weighted clickstream patterns. Expert Syst. Appl. 142 (2020)
Bay Vo, Loan T. T. Nguyen, Nguyen Bui, Trinh D. D. Nguyen, Van-Nam Huynh, Tzung-Pei Hong
An Efficient Method for Mining Closed Potential High-Utility Itemsets. IEEE Access 8 (2020)
Loan T. T. Nguyen, Dinh-Bao Vu, Trinh D. D. Nguyen, Bay Vo
Mining Maximal High Utility Itemsets on Dynamic Profit Databases. Cybern. Syst. 51 (2) (2020)
Thanh-Ngo Nguyen, Loan T. T. Nguyen, Bay Vo, Ngoc Thanh Nguyen
A Fast Algorithm for Mining Closed Inter-transaction Patterns. IEA/AIE (2020)
Thanh-Ngo Nguyen, Loan T. T. Nguyen, Bay Vo, Ngoc Thanh Nguyen, Trinh D. D. Nguyen
An N-List-Based Approach for Mining Frequent Inter-Transaction Patterns. IEEE Access 8 (2020)
Thang Mai, Loan T. T. Nguyen, Bay Vo, Unil Yun, Tzung-Pei Hong
Efficient Algorithm for Mining Non-Redundant High-Utility Association Rules. Sensors 20 (4) (2020)
Bay Vo, Loan T. T. Nguyen, Trinh D. D. Nguyen, Philippe Fournier-Viger, Unil Yun
A Multi-Core Approach to Efficiently Mining High-Utility Itemsets in Dynamic Profit Databases. IEEE Access 8 (2020)
Huy M. Huynh, Loan T. T. Nguyen, Bay Vo, Unil Yun, Zuzana Komínková Oplatková, Tzung-Pei Hong
Efficient algorithms for mining clickstream patterns using pseudo-IDLists. Future Gener. Comput. Syst. 107 (2020)
Adrianna Kozierkiewicz, Marcin Pietranik, Loan T. T. Nguyen
Updating Ontology Alignment on the Instance Level Based on Ontology Evolution. DEXA (2) (2020)
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
Mining Correlated High Utility Itemsets in One Phase. IEEE Access 8 (2020)
Loan T. T. Nguyen, Bay Vo, Thanh-Ngo Nguyen, Anh Nguyen
Mining class association rules on imbalanced class datasets. J. Intell. Fuzzy Syst. 37 (6) (2019)
Huy M. Huynh, Loan T. T. Nguyen, Bay Vo, Zuzana Komínková Oplatková, Tzung-Pei Hong
Mining Clickstream Patterns Using IDLists. SMC (2019)
Loan T. T. Nguyen, Phuc Nguyen, Trinh D. D. Nguyen, Bay Vo, Philippe Fournier-Viger, Vincent S. Tseng
Mining high-utility itemsets in dynamic profit databases. Knowl. Based Syst. 175 (2019)
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
An efficient method for mining high utility closed itemsets. Inf. Sci. 495 (2019)
Thanh-Ngo Nguyen, Loan T. T. Nguyen, Bay Vo, Ngoc Thanh Nguyen
An Efficient Algorithm for Mining Frequent Closed Inter- Transaction Patterns. SMC (2019)
Linh T. T. Nguyen, Bay Vo, Loan T. T. Nguyen, Philippe Fournier-Viger, Ali Selamat
ETARM: an efficient top-k association rule mining algorithm. Appl. Intell. 48 (5) (2018)
Loan T. T. Nguyen, Ngoc Thanh Nguyen, Bay Vo, Hung Son Nguyen
Efficient method for updating class association rules in dynamic datasets with record deletion. Appl. Intell. 48 (6) (2018)
Loan T. T. Nguyen, Bay Vo, Thang Mai, Thanh-Long Nguyen
A Weighted Approach for Class Association Rules. ACIIDS (Extended Posters) (2018)
Thang Mai, Bay Vo, Loan T. T. Nguyen
A lattice-based approach for mining high utility association rules. Inf. Sci. 399 (2017)
Thanh-Long Nguyen, Bay Vo, Bao Huynh, Václav Snásel, Loan T. T. Nguyen
Constraint-Based Method for Mining Colossal Patterns in High Dimensional Databases. ISAT (1) (2017)
Loan T. T. Nguyen, Hung Son Nguyen, Sinh Hoa Nguyen
A Dynamic Packed Approach for Analytic Data Warehouse in Ad-Hoc Queries. ISAT (1) (2017)
Linh T. T. Nguyen, Loan T. T. Nguyen, Bay Vo
An Improved Algorithm for Mining Top-k Association Rules. ICCSAMA (2017)
Loan T. T. Nguyen, Bay Vo, Hung Son Nguyen, Sinh Hoa Nguyen
Mining Class Association Rules with Synthesis Constraints. ACIIDS (1) (2017)
Loan T. T. Nguyen, Truc Trinh, Ngoc Thanh Nguyen, Bay Vo
A method for mining top-rank-k frequent closed itemsets. J. Intell. Fuzzy Syst. 32 (2) (2017)
Thang Mai, Loan T. T. Nguyen
An efficient approach for mining closed high utility itemsets and generators. J. Inf. Telecommun. 1 (3) (2017)
Thanh-Ngo Nguyen, Loan T. T. Nguyen, Ngoc Thanh Nguyen
An improved algorithm for mining frequent Inter-transaction patterns. INISTA (2017)
Loan T. T. Nguyen, Ngoc Thanh Nguyen, Bogdan Trawinski
A Quick Method for Querying Top-k Rules from Class Association Rule Set. J. Univers. Comput. Sci. 22 (6) (2016)
Dang Nguyen, Loan T. T. Nguyen, Bay Vo, Witold Pedrycz
Efficient mining of class association rules with the itemset constraint. Knowl. Based Syst. 103 (2016)
Nguyen Bui, Bay Vo, Van-Nam Huynh, Chun-Wei Lin, Loan T. T. Nguyen
Mining closed high utility itemsets in uncertain databases. SoICT (2016)
Thanh-Long Nguyen, Bay Vo, Loan T. T. Nguyen
A new method for mining colossal patterns. SMC (2016)
Loan T. T. Nguyen, Hai T. Nguyen, Bay Vo, Ngoc Thanh Nguyen
A Method for Query Top-K Rules from Class Association Rule Set. ACIIDS (1) (2016)
Loan T. T. Nguyen, Ngoc Thanh Nguyen
Updating mined class association rules for record insertion. Appl. Intell. 42 (4) (2015)
Loan T. T. Nguyen, Ngoc Thanh Nguyen
Incremental Mining Class Association Rules Using Diffsets. ICCSAMA (2015)
Dang Nguyen, Loan T. T. Nguyen, Bay Vo, Tzung-Pei Hong
A novel method for constrained class association rule mining. Inf. Sci. 320 (2015)
Loan T. T. Nguyen, Ngoc Thanh Nguyen
An improved algorithm for mining class association rules using the difference of Obidsets. Expert Syst. Appl. 42 (9) (2015)
Loan T. T. Nguyen, Bay Vo, Tzung-Pei Hong
CARIM: an efficient algorithm for mining class-association rules with interestingness measures. Int. Arab J. Inf. Technol. 12 (6A) (2015)
Loan T. T. Nguyen
Mining Class Association Rules with the Difference of Obidsets. ACIIDS (2) (2014)
Loan T. T. Nguyen, Bay Vo, Tzung-Pei Hong, Hoang Chi Thanh
CAR-Miner: An efficient algorithm for mining class-association rules. Expert Syst. Appl. 40 (6) (2013)
Loan T. T. Nguyen, Bay Vo, Tzung-Pei Hong, Hoang Chi Thanh
A fast algorithm for classification based on association rules. GrC (2012)
Loan T. T. Nguyen, Bay Vo, Tzung-Pei Hong, Hoang Chi Thanh
Classification based on association rules: A lattice-based approach. Expert Syst. Appl. 39 (13) (2012)
Loan T. T. Nguyen, Bay Vo, Tzung-Pei Hong, Hoang Chi Thanh
Interestingness Measures for Classification Based on Association Rules. ICCCI (2) (2012)