Vincent Ng
Impact in
- Artificial Intelligence top 0.2%
- Topic Modeling
- Natural Language Processing Techniques
- Advanced Text Analysis Techniques
- Sentiment Analysis and Opinion Mining
- Information Systems top 0.2%
- Data Mining Algorithms and Applications
Papers in
-
- Topic Modeling 51
- Natural Language Processing Techniques 45
- Semantic Web and Ontologies 11
- Advanced Text Analysis Techniques 11
-
- Data Mining Algorithms and Applications 16
- Service-Oriented Architecture and Web Services 9
- Co-authors
- Claire Cardie (8 shared papers)Kazi Saidul Hasan (3 shared papers)David W. Cheung (8 shared papers)Jiawei Han (2 shared papers)Isaac Persing (7 shared papers)David W. Cheung (3 shared papers)Kenneth Chi-Yin Wong (1 shared paper)Yongjian Fu (3 shared papers)
- Journals
- Graefe s Archive for Clinical and Experimental Ophthalmology (4 papers)Blood (3 papers)Concurrent Engineering (3 papers)Engineering Construction & Architectural Management (2 papers)Nutrition and Cancer (2 papers)
- Partner nations
- Hong KongUnited StatesCanada
In The Last Decade
Vincent Ng
180 papers receiving 5.0k citations
Vincent Ng's Hit Papers
Peers
Comparison fields: 5 of 178
- Artificial Intelligence 3.4k
- Information Systems 1.5k
- Signal Processing 557
- Computational Theory and Mathematics 641
- Human-Computer Interaction 110
Countries citing papers authored by Vincent Ng
This map shows the geographic impact of Vincent Ng'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 Vincent Ng with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Vincent Ng more than expected).
Fields of papers citing papers by Vincent Ng
This network shows the impact of papers produced by Vincent Ng. 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 Vincent Ng. The network helps show where Vincent Ng may publish in the future.
Co-authors
The 25 scholars most cited alongside Vincent Ng, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
Showing the 20 most-cited of 190 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Maintenance of discovered association rules in large databases: an incremental updating technique Hit paper breakdown → | 2002 | 466 |
| 2 | 2001 | 432 | |
| 3 | 1997 | 322 | |
| 4 | Automatic Keyphrase Extraction: A Survey of the State of the Art Hit paper breakdown → | 2014 | 295 |
| 5 | 2002 | 234 | |
| 6 | 1998 | 205 | |
| 7 | 1996 | 203 | |
| 8 | 2014 | 112 | |
| 9 | 2002 | 108 | |
| 10 | 2019 | 108 | |
| 11 | 2004 | 107 | |
| 12 | 2015 | 96 | |
| 13 | 2003 | 80 | |
| 14 | 2011 | 79 | |
| 15 | Mortality and cancer incidence in a cohort of commercial airline pilots. | 1990 | 75 |
| 16 | 2019 | 72 | |
| 17 | 1991 | 71 | |
| 18 | 2015 | 68 | |
| 19 | 2016 | 63 | |
| 20 | 2006 | 52 |
About Vincent Ng
Vincent Ng is a scholar working on Artificial Intelligence, Information Systems, Computer Networks and Communications, Signal Processing and Molecular Biology, having authored 190 papers that have together received 5.5k indexed citations. Recurring topics across this work include Topic Modeling (51 papers), Natural Language Processing Techniques (45 papers), Data Mining Algorithms and Applications (16 papers), Data Management and Algorithms (12 papers), Advanced Database Systems and Queries (12 papers), Semantic Web and Ontologies (11 papers), Advanced Text Analysis Techniques (11 papers) and Service-Oriented Architecture and Web Services (9 papers). The work is most often cited by research in Artificial Intelligence (3.4k citations), Information Systems (1.5k citations), Signal Processing (557 citations), Computational Theory and Mathematics (641 citations) and Human-Computer Interaction (110 citations). Vincent Ng has collaborated with scholars based in Hong Kong, United States and Canada. Frequent co-authors include Claire Cardie, Kazi Saidul Hasan, David W. Cheung, Jiawei Han, Isaac Persing, David W. Cheung, Kenneth Chi-Yin Wong, Yongjian Fu, A.W.-C. Fu and Andrew J. Coldman. Their work appears in journals such as Graefe s Archive for Clinical and Experimental Ophthalmology, Blood, Concurrent Engineering, Engineering Construction & Architectural Management and Nutrition and Cancer.
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.