Michael E. Houle
Impact in
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- Computational Geometry and Mesh Generation
- Signal Processing top 1%
- Data Management and Algorithms
Papers in
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- Anomaly Detection Techniques and Applications 14
- Advanced Clustering Algorithms Research 13
- Bayesian Methods and Mixture Models 12
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- Advanced Image and Video Retrieval Techniques 20
- Face and Expression Recognition 12
- Image Retrieval and Classification Techniques 10
- Co-authors
- Erich Schubert (7 shared papers)Arthur Zimek (8 shared papers)Godfried T. Toussaint (5 shared papers)Ricardo J. G. B. Campello (4 shared papers)Barbora Micenková (2 shared papers)Jörg Sander (2 shared papers)Ira Assent (2 shared papers)Peer Kröger (3 shared papers)
- Journals
- Lecture notes in computer science (32 papers)Information Systems (2 papers)ACM Transactions on Multimedia Computing Communications and Applications (2 papers)Discrete & Computational Geometry (2 papers)Data Mining and Knowledge Discovery (2 papers)
- Partner nations
- JapanAustraliaUnited States
In The Last Decade
Michael E. Houle
102 papers receiving 2.3k citations
Michael E. Houle's Hit Papers
Peers
Comparison fields: 5 of 143
- Computer Graphics and Computer-Aided Design 301
- Signal Processing 585
- Artificial Intelligence 1.4k
- Computer Vision and Pattern Recognition 733
- Statistics and Probability 141
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 109 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 | 507 |
| 2 | Characterizing Adversarial Subspaces Using Local Intrinsic Dimensionality | 2018 | 196 |
| 3 | 2010 | 196 | |
| 4 | 1988 | 106 | |
| 5 | 2005 | 71 | |
| 6 | 2014 | 67 | |
| 7 | 2017 | 61 | |
| 8 | Dimensionality-Driven Learning with Noisy Labels | 2018 | 59 |
| 9 | 2013 | 56 | |
| 10 | 2010 | 53 | |
| 11 | 2011 | 41 | |
| 12 | 1998 | 36 | |
| 13 | 2012 | 36 | |
| 14 | 1985 | 33 | |
| 15 | 2017 | 33 | |
| 16 | 2001 | 32 | |
| 17 | 2014 | 32 | |
| 18 | 2018 | 30 | |
| 19 | 2003 | 30 | |
| 20 | 2012 | 30 |
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 109 papers that have together received 2.4k indexed citations. Recurring topics across this work include Data Management and Algorithms (36 papers), Computational Geometry and Mesh Generation (20 papers), Advanced Image and Video Retrieval Techniques (20 papers), Anomaly Detection Techniques and Applications (14 papers), Advanced Clustering Algorithms Research (13 papers), Face and Expression Recognition (12 papers), Bayesian Methods and Mixture Models (12 papers) and Image Retrieval and Classification Techniques (10 papers). The work is most often cited by research in Computer Graphics and Computer-Aided Design (301 citations), Signal Processing (585 citations), Artificial Intelligence (1.4k citations), Computer Vision and Pattern Recognition (733 citations) and Statistics and Probability (141 citations). Michael E. Houle has collaborated with scholars based in Japan, Australia and United States. Frequent co-authors include Erich Schubert, Arthur Zimek, Godfried T. Toussaint, Ricardo J. G. B. Campello, Barbora Micenková, Jörg Sander, Ira Assent, Peer Kröger, James Bailey and Hans‐Peter Kriegel. Their work appears in journals such as Lecture notes in computer science, Information Systems, ACM Transactions on Multimedia Computing Communications and Applications, Discrete & Computational Geometry and Data Mining and Knowledge Discovery.
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.