E-mail: Ngoc-Thanh.Nguyen@pwr.edu.pl

Position: Head of Department

Unit: Faculty of Information and Communication Technology (N) » Department of Applied Informatics

ul. Z. Janiszewskiego 11/17, 50-372 Wrocław
building C-3, room 303
phone +48 71 320 4139

Office hours

• Wednesday 15.00-17.00
• Thursday 11.00-13.00

---

Research fields

• collective intelligence; knowledge engineering; recommender systems

---

Recent papers

2018

• Nguyen VD, Nguyen NT, An influence analysis of diversity and collective cardinality on collective performance. Information Science 430: 487-503 (2018) (IF = 4.832)

2017

• Tran VC, Nguyen NT, Fujita H, Hoang DT, Hwang D, A combination of active learning and self-learning for named entity recognition on Twitter using conditional random fields. Knowledge-Based Systems 132: 179-187 (2017) (IF = 4,627).

2015

• Nguyen LTT, Nguyen NT, Updating mined class association rules for record insertion. Applied Intelligence 42(4): 707-721 (2015) (IF = 1,904).
• Duong TH, Nguyen NT, Truong HB, Nguyen VH, A collaborative algorithm for semantic video annotation using a consensus-based social network analysis. Expert Systems with Applications 42(1): 246-258 (2015) (IF = 3,928)
• Maleszka M, Nguyen N, Integration computing and collective intelligence. Expert Systems with Applications 42(1): 332-340 (2015) (IF = 3,928)

Papers in DONA database

---

Selected publications
1	Article 2025 Huyen Trang Phan, Dosam Hwang, Yeong-Seok Seo, Ngoc Nguyen, Modelling context and content features for fake news detection. Expert Systems. 2025, vol. 42, nr 3, s. 1-11. ISSN: 0266-4720; 1468-0394 Resources:DOIURLSFX
2	Article 2025 Huyen Trang Phan, Van Du Nguyen, Ngoc Nguyen, MulGCN: MultiGraph convolutional network for aspect-level sentiment analysis. IEEE Access. 2025, s. 1-15. ISSN: 2169-3536 Resources:DOIURL
3	Article 2025 Phu Pham, Quang-Thinh Bui, Ngoc Nguyen, Robert Kozma, Philip S Yu, Bay Vo, Topological data analysis in graph neural networks: surveys and perspectives. IEEE Transactions on Neural Networks and Learning Systems. 2025, s. 21-19. ISSN: 2162-237X; 2162-2388 Resources:DOIURL
4	Proceeding paper 2024 Quang-Dieu Nguyen, Tu Anh Hoang Nguyen, Nguyen Tien Dat Pham, Trung Kien Nguyen, Phu Pham, Ngoc Nguyen, Investigation of machine learning and deep learning approaches for early PM2.5 forecasting: a case study in Vietnam. W: Computational Collective Intelligence : 16th International Conference, ICCCI 2024 Leipzig, Germany, September 9–11, 2024 : proceedings : part I / eds. Ngoc Thanh Nguyen [i in.]. Cham : Springer, cop. 2024. s. 305–317. ISBN: 978-3-031-70815-2; 978-3-031-70816-9 Resources:DOISFX
5	Proceeding paper 2024 Huyen Trang Phan, Ngoc Nguyen, A dual LSTM-Based multimodal method for fake news detection. W: Emerging Challenges in Intelligent Management Information Systems : Proceedings of 27th European Conference on Artificial Intelligence ECAI 2024 - IMIS 2024 : workshop. Vol. 1 / eds. Marcin Hernes, Jaroslaw Wątróbski, Artur Rot. Cham : Springer, cop. 2024. s. 3-14. ISBN: 978-3-031-78464-4; 978-3-031-78465-1 Resources:DOIURLSFX
6	Article 2024 Thi N Dinh, Phu Pham, Giang L Nguyen, Ngoc Nguyen, Bay Vo, A hybrid citation recommendation model with SciBERT and GraphSAGE. IEEE Transactions on Systems, Man and Cybernetics: Systems. 2024, s. 1-12. ISSN: 2168-2216; 2168-2232 Resources:DOIURL
7	Monographs and other books editing 2024 Ngoc Nguyen, Richard Chbeir, Yannis Manolopoulos, Hamido Fujita, Tzung-Pei Hong, Le Minh Nguyen, Krystian Wojtkiewicz, Recent Challenges in Intelligent Information and Database Systems : 16th Asian Conference on Intelligent Information and Database Systems, ACIIDS 2024 Ras Al Khaimah, UAE, April 15–18, 2024 Proceedings. Pt. 1. Singapore: Springer, cop. 2024. XXX, 363 s. ISBN: 978-981-97-5936-1; 978-981-97-5937-8 (Communications in Computer and Information Science, ISSN 1865-0929; vol. 2144) Resources:URL
8	Article 2024 Hoang Nam Do, Huyen Trang Phan, Ngoc Nguyen, Multimodal sentiment analysis using deep learning and fuzzy logic: A comprehensive survey. Applied Soft Computing. 2024, vol. 167, Part A, art. 112279, s. 1-32. ISSN: 1568-4946; 1872-9681 Resources:DOISFX
9	Proceeding paper 2024 Javokhir Musaev, Abdulaziz Anorboev, Sarvinoz Anorboeva, Yeong-Seok Seo, Ngoc Nguyen, Dosam Hwang, Hybrid convolutional network fusion: Enhanced medical image classification with dual-pathway learning from raw and enhanced visual features. W: Computational Collective Intelligence : 16th International Conference, ICCCI 2024 Leipzig, Germany, September 9–11, 2024 : proceedings. Pt. 1 / eds. Ngoc Thanh Nguyen [i in.]. Cham : Springer, cop. 2024. s. 120-132. ISBN: 978-3-031-70815-2; 978-3-031-70816-9 Resources:DOISFX
10	Proceeding paper 2024 Abdulaziz Anorboev, Javokhir Musaev, Sarvinoz Anorboeva, Yeong-Seok Seo, Ngoc Nguyen, Jeongkyu Hong, Dosam Hwang, Enhancing classification of parasite microscopy images through image edge-accentuating preprocessing. W: Intelligent Information and Database Systems : 16th Asian Conference, ACIIDS 2024 : Ras Al Khaimah, UAE, April 15–18, 2024 : Proceedings. Pt. 2 / eds. Ngoc Thanh Nguyen [i in.]. Singapore : Springer, cop. 2024. s. 132-143. ISBN: 978-981-97-4984-3; 978-981-97-4985-0 Resources:DOISFX

All publications