Michael E. Houle
Impact in
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- Computational Geometry and Mesh Generation
- Signal Processing top 2%
- Data Management and Algorithms
Papers in
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- Anomaly Detection Techniques and Applications 10
- Advanced Clustering Algorithms Research 8
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- Advanced Image and Video Retrieval Techniques 15
- Face and Expression Recognition 8
- Image Retrieval and Classification Techniques 7
- Co-authors
- Erich Schubert (4 shared papers)Godfried T. Toussaint (5 shared papers)Arthur Zimek (3 shared papers)Ira Assent (2 shared papers)Barbora Micenková (2 shared papers)Jörg Sander (2 shared papers)Ricardo J. G. B. Campello (2 shared papers)James Bailey (8 shared papers)
- Journals
- ACM Transactions on Multimedia Computing Communications and Applications (2 papers)Data Mining and Knowledge Discovery (2 papers)Discrete & Computational Geometry (2 papers)Information Systems (2 papers)IEEE Transactions on Pattern Analysis and Machine Intelligence (2 papers)
- Partner nations
- JapanUnited StatesAustralia
In The Last Decade
Michael E. Houle
67 papers receiving 1.4k citations
Michael E. Houle's Hit Papers
Peers
Comparison fields: 5 of 124
- Computer Graphics and Computer-Aided Design 163
- Signal Processing 319
- Artificial Intelligence 896
- Computer Vision and Pattern Recognition 388
- Computer Networks and Communications 255
Countries citing papers authored by Michael E. Houle
This map shows the geographic impact of Michael E. Houle'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 E. Houle with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael E. Houle more than expected).
Fields of papers citing papers by Michael E. Houle
This network shows the impact of papers produced by Michael E. Houle. 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 E. Houle. The network helps show where Michael E. Houle may publish in the future.
Co-authors
The 25 scholars most cited alongside Michael E. Houle, 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 72 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | On the evaluation of unsupervised outlier detection: measures, datasets, and an empirical study Hit paper breakdown → | 2016 | 448 |
| 2 | Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality | 2018 | 177 |
| 3 | 1988 | 82 | |
| 4 | 2014 | 62 | |
| 5 | 2005 | 60 | |
| 6 | Dimensionality-Driven Learning with Noisy Labels | 2018 | 49 |
| 7 | 2010 | 47 | |
| 8 | 2013 | 31 | |
| 9 | 2011 | 29 | |
| 10 | 1985 | 26 | |
| 11 | 2001 | 25 | |
| 12 | 2014 | 25 | |
| 13 | 2003 | 21 | |
| 14 | 2012 | 21 | |
| 15 | 2018 | 20 | |
| 16 | 1998 | 19 | |
| 17 | 2001 | 17 | |
| 18 | 2003 | 17 | |
| 19 | 2012 | 17 | |
| 20 | 2002 | 16 |
About Michael E. Houle
Michael E. Houle is a scholar working on Artificial Intelligence, Computer Vision and Pattern Recognition, Signal Processing, Computer Graphics and Computer-Aided Design and Computer Networks and Communications, having authored 72 papers that have together received 1.5k indexed citations. Recurring topics across this work include Data Management and Algorithms (23 papers), Advanced Image and Video Retrieval Techniques (15 papers), Computational Geometry and Mesh Generation (13 papers), Anomaly Detection Techniques and Applications (10 papers), Face and Expression Recognition (8 papers), Advanced Clustering Algorithms Research (8 papers), Image Retrieval and Classification Techniques (7 papers) and Data Mining Algorithms and Applications (6 papers). The work is most often cited by research in Computer Graphics and Computer-Aided Design (163 citations), Signal Processing (319 citations), Artificial Intelligence (896 citations), Computer Vision and Pattern Recognition (388 citations) and Computer Networks and Communications (255 citations). Michael E. Houle has collaborated with scholars based in Japan, United States and Australia. Frequent co-authors include Erich Schubert, Godfried T. Toussaint, Arthur Zimek, Ira Assent, Barbora Micenková, Jörg Sander, Ricardo J. G. B. Campello, James Bailey, Jun Sakuma and Sarah Erfani. Their work appears in journals such as ACM Transactions on Multimedia Computing Communications and Applications, Data Mining and Knowledge Discovery, Discrete & Computational Geometry, Information Systems and IEEE Transactions on Pattern Analysis and Machine Intelligence.
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.