Michael Witbrock
Impact in
- Artificial Intelligence top 1%
- Topic Modeling
- Natural Language Processing Techniques
- Semantic Web and Ontologies
- Advanced Text Analysis Techniques
- Signal Processing top 2%
- Music and Audio Processing
Papers in
-
- Topic Modeling 23
- Natural Language Processing Techniques 21
- Semantic Web and Ontologies 20
- Advanced Text Analysis Techniques 6
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- Video Analysis and Summarization 11
- Image Retrieval and Classification Techniques 6
- Co-authors
- Alexander G. Hauptmann (12 shared papers)Vibhu O. Mittal (3 shared papers)Cynthia Matuszek (8 shared papers)John Cabral (5 shared papers)Michele Banko (1 shared paper)Shiyu Chang (2 shared papers)Wei Han (2 shared papers)Mo Yu (2 shared papers)
- Journals
- D-Lib Magazine (1 paper)ACM Transactions on Information Systems (1 paper)Knowledge-Based Systems (1 paper)Computer Standards & Interfaces (1 paper)Information Fusion (1 paper)
- Partner nations
- United StatesNew ZealandChina
In The Last Decade
Michael Witbrock
72 papers receiving 1.5k citations
Peers
Comparison fields: 5 of 104
- Artificial Intelligence 1.1k
- Signal Processing 289
- Computer Vision and Pattern Recognition 548
- Media Technology 105
- Information Systems 233
Countries citing papers authored by Michael Witbrock
This map shows the geographic impact of Michael Witbrock'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 Michael Witbrock with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael Witbrock more than expected).
Fields of papers citing papers by Michael Witbrock
This network shows the impact of papers produced by Michael Witbrock. 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 Michael Witbrock. The network helps show where Michael Witbrock may publish in the future.
Co-authors
The 25 scholars most cited alongside Michael Witbrock, 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 82 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | 2006 | 212 | |
| 2 | 2018 | 156 | |
| 3 | 2000 | 151 | |
| 4 | Informedia: news-on-demand multimedia information acquisition and retrieval | 1997 | 112 |
| 5 | 2002 | 92 | |
| 6 | 2019 | 82 | |
| 7 | 2005 | 73 | |
| 8 | Dilated Recurrent Neural Networks | 2017 | 66 |
| 9 | 2008 | 66 | |
| 10 | 2018 | 50 | |
| 11 | Ultra-Summarization : A Statistical Approach to Generating Highly Condensed Non-Extractive Summaries | 1998 | 49 |
| 12 | 1999 | 43 | |
| 13 | 1997 | 38 | |
| 14 | 2017 | 23 | |
| 15 | 1998 | 22 | |
| 16 | 1995 | 21 | |
| 17 | 1995 | 21 | |
| 18 | 2006 | 21 | |
| 19 | 2007 | 20 | |
| 20 | Experiments in Spoken Document Retrieval at CMU | 1998 | 19 |
About Michael Witbrock
Michael Witbrock is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Computer Networks and Communications and Computer Science Applications, having authored 82 papers that have together received 1.7k indexed citations. Recurring topics across this work include Topic Modeling (23 papers), Natural Language Processing Techniques (21 papers), Semantic Web and Ontologies (20 papers), Music and Audio Processing (12 papers), Video Analysis and Summarization (11 papers), Image Retrieval and Classification Techniques (6 papers), Advanced Text Analysis Techniques (6 papers) and Speech and Audio Processing (6 papers). The work is most often cited by research in Artificial Intelligence (1.1k citations), Signal Processing (289 citations), Computer Vision and Pattern Recognition (548 citations), Media Technology (105 citations) and Information Systems (233 citations). Michael Witbrock has collaborated with scholars based in United States, New Zealand and China. Frequent co-authors include Alexander G. Hauptmann, Vibhu O. Mittal, Cynthia Matuszek, John Cabral, Michele Banko, Shiyu Chang, Wei Han, Mo Yu, Thomas S. Huang and Ding Liu. Their work appears in journals such as D-Lib Magazine, ACM Transactions on Information Systems, Knowledge-Based Systems, Computer Standards & Interfaces and Information Fusion.
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.