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

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Research fields

• collective intelligence; knowledge engineering; recommender systems

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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

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Selected publications
1	Article 2023 Trang Huyen Phan, Ngoc Nguyen, Dosam Hwang, Fake news detection: a survey of graph neural network methods. Applied Soft Computing. 2023, vol. 139, art. 110235, s. 1-27. ISSN: 1568-4946; 1872-9681 Resources:DOISFX
2	Article 2023 Anh Nguyen, Ngoc Nguyen, Bay Vo, Mining inter-sequence patterns with Itemset constraints. Applied Intelligence. 2023, s. 1-16. ISSN: 0924-669X; 1573-7497 Resources:DOIURL
3	Article 2023 Bao Huynh, Ngoc Nguyen, Hung Son Nguyen, Tuyn Pham, Tri Pham, Bay Vo, Mining association rules from a single large graph. Cybernetics and Systems. 2023, s. 1-15. ISSN: 0196-9722; 1087-6553 Resources:DOI
4	Article 2023 Javokhir Musaev, Abdulaziz Anorboev, Ngoc Nguyen, Dosam Hwang, KeepNMax: Keep N Maximum of Epoch-channel ensemble method for Deep learning models. IEEE Access. 2023, vol. 11, s. 9339-9350. ISSN: 2169-3536 Resources:DOIURLSFX
5	Article 2023 Phu Pham, Ngoc Nguyen, Witold Pedrycz, Unil Yun, Jerry Chun-Wei Lin, Bay Vo, An approach to semantic-aware heterogeneous network embedding for recommender systems. IEEE Transactions on Cybernetics. 2023, s. 1-14. ISSN: 2168-2267; 2168-2275 Resources:DOIURL
6	Monograph 2023 Van Tham Nguyen, Ngoc Nguyen, Trong Hieu Tran, Knowledge Integration Methods for Probabilistic Knowledge-based Systems. Boca Raton [i in.]: CRC Press/Taylor & Francis Group, 2023. IX, 189 s. ISBN: 978-1-032-23218-8; 978-1-032-23388-8; 978-1-003-27701-9 Resources:URL
7	Article 2023 Phu Pham, Ngoc Nguyen, Robert Kozma, Bay Vo, A hierarchical fused fuzzy deep neural network with heterogeneous network embedding for recommendation. Information Sciences. 2023, vol. 620, s. 105-124. ISSN: 0020-0255; 1872-6291 Resources:DOIURLSFX
8	Article 2023 Huyen Trang Phan, Ngoc Nguyen, Dosam Hwang, Aspect-level sentiment analysis: a survey of graph convolutional network methods. Information Fusion. 2023, vol. 91, s. 149-172. ISSN: 1566-2535; 1872-6305 Resources:DOIURLSFX
9	Article 2023 Linh Anh Nguyen, Ngoc Nguyen, Logical characterizations of crisp bisimulations in fuzzy description logics. IEEE Transactions on Fuzzy Systems. 2023, vol. 31, nr 4, s. 1294-1304. ISSN: 1063-6706; 1941-0034 Resources:DOIURLSFX
10	Article 2023 Dai Tho Dang, Ngoc Nguyen, Dosam Hwang, Hybrid genetic algorithms for the determination of DNA motifs to satisfy postulate 2-Optimality. Applied Intelligence. 2023, vol. 53, s. 8644-8653. ISSN: 0924-669X; 1573-7497 Resources:DOISFX

All publications