Geoffrey Holmes
Impact in
- Artificial Intelligence top 0.02%
- Data Stream Mining Techniques
- Text and Document Classification Technologies
- Machine Learning and Data Classification
- Anomaly Detection Techniques and Applications
- Imbalanced Data Classification Techniques
- Topic Modeling
- Signal Processing top 0.1%
Papers in
-
- Machine Learning and Data Classification 35
- Data Stream Mining Techniques 33
- Anomaly Detection Techniques and Applications 11
- Text and Document Classification Technologies 6
-
- Data Mining Algorithms and Applications 31
- Co-authors
- Bernhard PfahringerEibe FrankIan H. WittenMark HallPeter ReutemannJesse ReadAlbert BifetMark A. Hall
- Journals
- Machine Learning (10 papers)The English Historical Review (3 papers)Chemometrics and Intelligent Laboratory Systems (3 papers)Environmental Modelling & Software (3 papers)Joule (3 papers)
- Partner nations
- New ZealandUnited StatesSpain
In The Last Decade
Geoffrey Holmes
118 papers receiving 21.5k citations
Hit Papers
Peers
Comparison fields: 5 of 230
- Artificial Intelligence 11.3k
- Signal Processing 2.7k
- Information Systems 4.4k
- Software 669
- Computer Vision and Pattern Recognition 3.1k
Countries citing papers authored by Geoffrey Holmes
This map shows the geographic impact of Geoffrey Holmes'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 Geoffrey Holmes with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Geoffrey Holmes more than expected).
Fields of papers citing papers by Geoffrey Holmes
This network shows the impact of papers produced by Geoffrey Holmes. 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 Geoffrey Holmes. The network helps show where Geoffrey Holmes may publish in the future.
Co-authors
The 25 scholars most cited alongside Geoffrey Holmes, 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 | 2023 | 3 | |
| 2 | 2022 | 3 | |
| 3 | 2019 | 9 | |
| 4 | 2019 | 8 | |
| 5 | Adaptive random forests for evolving data stream classification Hit paper breakdown → | 2017 | 473 |
| 6 | Direct Air Capture of CO2 - an Overview of Carbon Engineering's Technology and Pilot Plant Development | 2014 | 1 |
| 7 | 2012 | 140 | |
| 8 | Benchmarking Stream Clustering Algorithms within the MOA Framework | 2010 | 2 |
| 9 | 2010 | 4 | |
| 10 | 2010 | 190 | |
| 11 | A new life for old tires.: Constructed wetland with shredded-tire chips produces consistently high quality lagoon effluent. | 2010 | 4 |
| 12 | MOA: Massive Online Analysis Hit paper breakdown → | 2010 | 703 |
| 13 | Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking | 2010 | 5 |
| 14 | MOA: Massive Online Analysis, a framework for stream classification and clustering. | 2010 | 135 |
| 15 | 2005 | 9 | |
| 16 | WEKA: a machine learning workbench Hit paper breakdown → | 2002 | 591 |
| 17 | 1998 | 11 | |
| 18 | Geometric comparison of classifications and rule sets | 1994 | 4 |
| 19 | Natural language and computational linguistics | 1991 | 6 |
| 20 | Natural language and computational linguistics : an introduction | 1991 | 4 |
About Geoffrey Holmes
Geoffrey Holmes is a scholar working on Artificial Intelligence, Information Systems, Signal Processing, Computational Theory and Mathematics and Computer Science Applications, having authored 127 papers that have together received 23.0k indexed citations. Recurring topics across this work include Machine Learning and Data Classification (35 papers), Data Stream Mining Techniques (33 papers), Data Mining Algorithms and Applications (31 papers), Time Series Analysis and Forecasting (12 papers), Anomaly Detection Techniques and Applications (11 papers), Rough Sets and Fuzzy Logic (8 papers), Data Management and Algorithms (7 papers) and Text and Document Classification Technologies (6 papers). The work is most often cited by research in Artificial Intelligence (11.3k citations), Signal Processing (2.7k citations), Information Systems (4.4k citations), Software (669 citations) and Computer Vision and Pattern Recognition (3.1k citations). Geoffrey Holmes has collaborated with scholars based in New Zealand, United States and Spain. Frequent co-authors include Bernhard Pfahringer, Eibe Frank, Ian H. Witten, Mark Hall, Peter Reutemann, Jesse Read, Albert Bifet, Mark A. Hall, David W. Keith and Richard Kirkby. Their work appears in journals such as Machine Learning, The English Historical Review, Chemometrics and Intelligent Laboratory Systems, Environmental Modelling & Software and Joule.
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.