Bot2Vec: A general approach of intra-community oriented representation learning for bot detection in different types of social networks P Pham, LTT Nguyen, B Vo, U Yun Information Systems 103, 101771, 2022 | 42 | 2022 |
A hierarchical fused fuzzy deep neural network with heterogeneous network embedding for recommendation P Pham, LTT Nguyen, NT Nguyen, R Kozma, B Vo Information Sciences 620, 105-124, 2023 | 35 | 2023 |
W-MetaPath2Vec: The topic-driven meta-path-based model for large-scaled content-based heterogeneous information network representation learning P Pham, P Do Expert Systems with Applications 123, 328-344, 2019 | 26 | 2019 |
Deep learning, graph-based text representation and classification: a survey, perspectives and challenges P Pham, LTT Nguyen, W Pedrycz, B Vo Artificial Intelligence Review 56 (6), 4893-4927, 2023 | 23 | 2023 |
ComGCN: Community-driven graph convolutional network for link prediction in dynamic networks P Pham, LTT Nguyen, NT Nguyen, W Pedrycz, U Yun, B Vo IEEE Transactions on Systems, Man, and Cybernetics: Systems 52 (9), 5481-5493, 2021 | 23 | 2021 |
Dual attention-based sequential auto-encoder for Covid-19 outbreak forecasting: A case study in Vietnam P Pham, W Pedrycz, B Vo Expert Systems with Applications 203, 117514, 2022 | 16 | 2022 |
W-pathsim: novel approach of weighted similarity measure in content-based heterogeneous information networks by applying lda topic modeling P Pham, P Do, CDC Ta Intelligent Information and Database Systems: 10th Asian Conference, ACIIDS …, 2018 | 16 | 2018 |
An approach to semantic-aware heterogeneous network embedding for recommender systems P Pham, LTT Nguyen, NT Nguyen, W Pedrycz, U Yun, JCW Lin, B Vo IEEE Transactions on Cybernetics 53 (9), 6027-6040, 2023 | 9 | 2023 |
Heterogeneous graph convolutional network pre-training as side information for improving recommendation P Do, P Pham Neural Computing and Applications 34 (18), 15945-15961, 2022 | 8 | 2022 |
W-MMP2Vec: topic-driven network embedding model for link prediction in content-based heterogeneous information network P Pham, P Do Intelligent Data Analysis 25 (3), 711-738, 2021 | 6 | 2021 |
W-Metagraph2Vec: a novel approval of enriched schematic topic-driven heterogeneous information network embedding P Pham, P Do International Journal of Machine Learning and Cybernetics 11 (8), 1855-1874, 2020 | 6 | 2020 |
DW-PathSim: a distributed computing model for topic-driven weighted meta-path-based similarity measure in a large-scale content-based heterogeneous information network P Do, P Pham Journal of Information and Telecommunication 3 (1), 19-38, 2019 | 6 | 2019 |
The approach of using ontology as a pre-knowledge source for semi-supervised labelled topic model by applying text dependency graph P Pham, P Do International Journal of Business Intelligence and Data Mining 18 (4), 488-523, 2021 | 5 | 2021 |
W-KG2Vec: a weighted text-enhanced meta-path-based knowledge graph embedding for similarity search P Do, P Pham Neural Computing and Applications 33 (23), 16533-16555, 2021 | 4 | 2021 |
W-PathSim++: the novel approach of topic-driven similarity search in large-scaled heterogeneous network with the support of Spark-based DataLog P Do, P Pham 2018 10th International Conference on Knowledge and Systems Engineering (KSE …, 2018 | 4 | 2018 |
Enhancing Anchor Link Prediction in Information Networks through Integrated Embedding Techniques VV Le, P Pham, V Snasel, U Yun, B Vo Information Sciences 645, 119331, 2023 | 3 | 2023 |
Some research issues of harmful and violent content filtering for social networks in the context of large-scale and streaming data with Apache Spark P Do, P Pham, T Phan Recent Advances in Security, Privacy, and Trust for Internet of Things (IoT …, 2020 | 3 | 2020 |
W-Com2Vec: A topic-driven meta-path-based intra-community embedding for content-based heterogeneous information network P Pham, P Do Intelligent Data Analysis 24 (5), 1207-1233, 2020 | 3 | 2020 |
Topic-driven top-k similarity search by applying constrained meta-path based in content-based schema-enriched heterogeneous information network P Pham, P Do International Journal of Business Intelligence and Data Mining 17 (3), 349-376, 2020 | 3 | 2020 |
Computing domain ontology knowledge representation and reasoning on graph database P Pham, T Nguyen, P Do Information Systems Design and Intelligent Applications: Proceedings of …, 2018 | 3 | 2018 |