Ngo Xuan Bach

511 total citations
31 papers, 301 citations indexed

About

Ngo Xuan Bach is a scholar working on Artificial Intelligence, Political Science and International Relations and Information Systems. According to data from OpenAlex, Ngo Xuan Bach has authored 31 papers receiving a total of 301 indexed citations (citations by other indexed papers that have themselves been cited), including 29 papers in Artificial Intelligence, 7 papers in Political Science and International Relations and 7 papers in Information Systems. Recurrent topics in Ngo Xuan Bach's work include Topic Modeling (24 papers), Natural Language Processing Techniques (18 papers) and Sentiment Analysis and Opinion Mining (9 papers). Ngo Xuan Bach is often cited by papers focused on Topic Modeling (24 papers), Natural Language Processing Techniques (18 papers) and Sentiment Analysis and Opinion Mining (9 papers). Ngo Xuan Bach collaborates with scholars based in Vietnam, Japan and Slovakia. Ngo Xuan Bach's co-authors include Từ Minh Phương, Le-Minh Nguyen, Akira Shimazu, Tran Cong Thanh, Ha-Thanh Nguyen, Nguyễn Thị Thanh Thủy, Vu Tran, Kunihiko Hiraishi, Trung Hai Nguyen and Hoang-Anh Pham and has published in prestigious journals such as Expert Systems with Applications, IEEE Access and Information Sciences.

In The Last Decade

Ngo Xuan Bach

30 papers receiving 281 citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name	h						Papers	Cites
Ngo Xuan Bach Vietnam	11	247	98	45	28	23	31	301
Prodromos Malakasiotis Greece	10	372 1.5×	71 0.7×	52 1.2×	27 1.0×	22 1.0×	24	417
Zhunchen Luo China	9	199 0.8×	74 0.8×	37 0.8×	14 0.5×	9 0.4×	23	290
Zara Nasar Pakistan	5	224 0.9×	61 0.6×	15 0.3×	14 0.5×	40 1.7×	9	288
Will Radford Australia	8	442 1.8×	99 1.0×	8 0.2×	25 0.9×	96 4.2×	17	485
Michael A. Specter United States	6	157 0.6×	96 1.0×	31 0.7×	33 1.2×	8 0.3×	9	240
Elena Montiel-Ponsoda Spain	12	438 1.8×	125 1.3×	15 0.3×	5 0.2×	27 1.2×	47	474
Arian Pasquali Portugal	2	296 1.2×	90 0.9×	5 0.1×	32 1.1×	21 0.9×	3	347
Juliano Rabelo Canada	9	118 0.5×	26 0.3×	73 1.6×	35 1.3×	8 0.3×	20	186
Sofia Stamou Greece	8	89 0.4×	88 0.9×	7 0.2×	23 0.8×	8 0.3×	33	178
Rim Faïz Tunisia	10	240 1.0×	132 1.3×	6 0.1×	13 0.5×	12 0.5×	61	305

Countries citing papers authored by Ngo Xuan Bach

Since Specialization

Citations

This map shows the geographic impact of Ngo Xuan Bach's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Ngo Xuan Bach with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ngo Xuan Bach more than expected).

Fields of papers citing papers by Ngo Xuan Bach

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Ngo Xuan Bach. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Ngo Xuan Bach. The network helps show where Ngo Xuan Bach may publish in the future.

Co-authorship network of co-authors of Ngo Xuan Bach

This figure shows the co-authorship network connecting the top 25 collaborators of Ngo Xuan Bach. A scholar is included among the top collaborators of Ngo Xuan Bach based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Ngo Xuan Bach. Ngo Xuan Bach is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

Phương, Từ Minh, et al.. (2023). A Bidirectional Joint Model for Spoken Language Understanding. 2 indexed citations

Thủy, Nguyễn Thị Thanh, et al.. (2023). Joint Reference and Relation Extraction from Legal Documents with Enhanced Decoder Input. Cybernetics and Information Technologies. 23(2). 72–86. 2 indexed citations

Bach, Ngo Xuan, et al.. (2023). FGW-FER: Lightweight Facial Expression Recognition with Attention. KSII Transactions on Internet and Information Systems. 17(9). 2 indexed citations

Pham, Hoang-Anh, Ngo Xuan Bach, & Từ Minh Phương. (2021). DUAL TRANSFORMER ENCODERS FOR SESSION-BASED RECOMMENDATION. Journal of Computer Science and Cybernetics. 37(4). 511–527.

Bach, Ngo Xuan, et al.. (2020). Question Analysis towards a Vietnamese Question Answering System in the Education Domain. Cybernetics and Information Technologies. 20(1). 112–128. 5 indexed citations

Bach, Ngo Xuan, et al.. (2020). Recurrent convolutional networks for session-based recommendations. Neurocomputing. 411. 247–258. 14 indexed citations

Phương, Từ Minh, Tran Cong Thanh, & Ngo Xuan Bach. (2019). Neural Session-Aware Recommendation. IEEE Access. 7. 86884–86896. 24 indexed citations

Phương, Từ Minh, et al.. (2019). Identifying intentions in forum posts with cross-domain data. Journal of Heuristics. 28(2). 171–192. 2 indexed citations

Thủy, Nguyễn Thị Thanh, Ngo Xuan Bach, & Từ Minh Phương. (2018). Cross-Language Aspect Extraction for Opinion Mining. 381. 67–72. 8 indexed citations

10.

Nguyen, Minh-Tien, et al.. (2018). An Entailment-based Scoring Method for Content Selection in Document Summarization. 122–129. 2 indexed citations

11.

Bach, Ngo Xuan, et al.. (2017). Question analysis for Vietnamese legal question answering. 21. 154–159. 6 indexed citations

12.

Bach, Ngo Xuan, et al.. (2017). An empirical study on POS tagging for Vietnamese social media text. Computer Speech & Language. 50. 1–15. 17 indexed citations

13.

Bach, Ngo Xuan, et al.. (2016). Personalized recommendation of stories for commenting in forum-based social media. Information Sciences. 352-353. 48–60. 39 indexed citations

14.

Bach, Ngo Xuan, et al.. (2016). Cross-domain sentiment classification with word embeddings and canonical correlation analysis. 159–166. 20 indexed citations

15.

Bach, Ngo Xuan, et al.. (2015). Paraphrase Identification in Vietnamese Documents. 174–179. 4 indexed citations

16.

Bach, Ngo Xuan, Le-Minh Nguyen, & Akira Shimazu. (2013). Exploiting discourse information to identify paraphrases. Expert Systems with Applications. 41(6). 2832–2841. 13 indexed citations

17.

Bach, Ngo Xuan, Le-Minh Nguyen, & Akira Shimazu. (2012). A Reranking Model for Discourse Segmentation using Subtree Features. Annual Meeting of the Special Interest Group on Discourse and Dialogue. 160–168. 17 indexed citations

18.

Nguyen, Le-Minh, Ngo Xuan Bach, & Akira Shimazu. (2011). Supervised and Semi-Supervised Sequence Learning for Recognition of Requisite Part and Effectuation Part in Law Sentences. 21–29. 4 indexed citations

19.

Bach, Ngo Xuan, Le-Minh Nguyen, & Akira Shimazu. (2011). RRE Task: The Task of Recognition of Requisite Part and Effectuation Part in Law Sentences. 23(2). 109–130. 8 indexed citations

20.

Bach, Ngo Xuan, et al.. (2008). Transformation Rule Learning without Rule Templates: A Case Study in Part of Speech Tagging. 9–14. 4 indexed citations

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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