Michael Collins
- Artificial Intelligence top 0.05%
- Natural Language Processing Techniques 36
- Topic Modeling 35
- Speech Recognition and Synthesis 16
- Oceanography top 2%
- Information Systems top 1%
- Agronomy and Crop Science top 2%
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- Synthetic Aperture Radar (SAR) Applications and Techniques 27
- Advanced SAR Imaging Techniques 12
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- Arctic and Antarctic ice dynamics 15
- Cryospheric studies and observations 14
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- Soil Moisture and Remote Sensing 9
- Co-authors
- Yoram SingerBrian RoarkTrevor DarrellAriadna QuattoniIvona KučerováPhilipp KoehnWilliam J. EmeryChris Alberti
- Journals
- IEEE Transactions on Geoscience and Remote Sensing (12 papers)International Journal of Remote Sensing (8 papers)Transactions of the Association for Computational Linguistics (6 papers)
- Partner nations
- United StatesCanadaAustria
In The Last Decade
Michael Collins
128 papers receiving 8.9k citations
Hit Papers
Peers
Comparison fields: 5 of 175
- Artificial Intelligence 7.5k
- Computer Vision and Pattern Recognition 1.6k
- Oceanography 424
- Information Systems 730
- Agronomy and Crop Science 321
Countries citing papers authored by Michael Collins
This map shows the geographic impact of Michael Collins'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 Collins with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Michael Collins more than expected).
Fields of papers citing papers by Michael Collins
This network shows the impact of papers produced by Michael Collins. 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 Collins. The network helps show where Michael Collins may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Michael Collins, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2024 | 0 | |
| 2 | 2023 | 2 | |
| 3 | 2022 | 5 | |
| 4 | 2020 | 12 | |
| 5 | 2020 | 40 | |
| 6 | 2019 | 108 | |
| 7 | 2019 | 4 | |
| 8 | A spectral algorithm for learning class-based n -gram models of natural language | 2014 | 18 |
| 9 | Spectral Learning of Refinement HMMs | 2013 | 8 |
| 10 | Spectral Learning of Latent-Variable PCFGs | 2012 | 11 |
| 11 | 2009 | 4 | |
| 12 | Learning Label Embeddings for Nearest-Neighbor Multi-class Classification with an Application to Speech Recognition | 2009 | 19 |
| 13 | 2008 | 16 | |
| 14 | 2006 | 60 | |
| 15 | 2005 | 8 | |
| 16 | 2000 | 1 | |
| 17 | Unsupervised Models for Named Entity Classificationbreakdown → | 1999 | 567 |
| 18 | Semantic Tagging using a Probabilistic Context Free Grammar | 1998 | 18 |
| 19 | Forced air baled hay drying. | 1990 | 1 |
| 20 | 1990 | 7 |
About Michael Collins
Michael Collins is a scholar working on Artificial Intelligence, Environmental Engineering and Aerospace Engineering, having authored 134 papers that have together received 10.0k indexed citations. Recurring topics across this work include Natural Language Processing Techniques (36 papers), Topic Modeling (35 papers), Synthetic Aperture Radar (SAR) Applications and Techniques (27 papers), Speech Recognition and Synthesis (16 papers), Arctic and Antarctic ice dynamics (15 papers), Cryospheric studies and observations (14 papers), Advanced SAR Imaging Techniques (12 papers) and Soil Moisture and Remote Sensing (9 papers). The work is most often cited by research in Artificial Intelligence (7.5k citations), Computer Vision and Pattern Recognition (1.6k citations) and Oceanography (424 citations). Michael Collins has collaborated with scholars based in United States, Canada and Austria. Frequent co-authors include Yoram Singer, Brian Roark, Trevor Darrell, Ariadna Quattoni, Ivona Kučerová, Philipp Koehn, William J. Emery, Chris Alberti, Kristina Toutanova and Tom Kwiatkowski. Their work appears in journals such as IEEE Transactions on Geoscience and Remote Sensing, International Journal of Remote Sensing, Transactions of the Association for Computational Linguistics, Canadian Journal of Remote Sensing and Journal of Geophysical Research Atmospheres.
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.