Mark A. Hall
Impact in
- Artificial Intelligence top 0.5%
- Machine Learning and Data Classification
- Imbalanced Data Classification Techniques
- Neural Networks and Applications
- Software top 2%
Papers in
-
- Machine Learning and Data Classification 7
- Neural Networks and Applications 4
- Algorithms and Data Compression 3
- Imbalanced Data Classification Techniques 2
- Bayesian Modeling and Causal Inference 2
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- Data Mining Algorithms and Applications 10
- Co-authors
- Geoffrey Holmes (5 shared papers)Lloyd A. Smith (4 shared papers)Ian H. Witten (23 shared papers)Eibe Frank (22 shared papers)Sally Jo Cunningham (1 shared paper)Leonard E. Trigg (1 shared paper)Christopher Pal (11 shared papers)Bernhard Pfahringer (2 shared papers)
- Journals
- The Journal of the Acoustical Society of America (1 paper)IEEE Transactions on Knowledge and Data Engineering (1 paper)Journal of Machine Learning Research (1 paper)Computational Biology and Chemistry (1 paper)Medical Entomology and Zoology (1 paper)
- Partner nations
- New ZealandCanadaGermany
In The Last Decade
Mark A. Hall
34 papers receiving 5.9k citations
Mark A. Hall's Hit Papers
Peers
Comparison fields: 5 of 197
- Artificial Intelligence 3.0k
- Software 296
- Information Systems 1.4k
- Computer Vision and Pattern Recognition 1.2k
- Health Information Management 230
Countries citing papers authored by Mark A. Hall
This map shows the geographic impact of Mark A. Hall'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 Mark A. Hall with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Mark A. Hall more than expected).
Fields of papers citing papers by Mark A. Hall
This network shows the impact of papers produced by Mark A. Hall. 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 Mark A. Hall. The network helps show where Mark A. Hall may publish in the future.
Co-authors
The 17 scholars most cited alongside Mark A. Hall, 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 35 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Correlation-based Feature Selection for Discrete and Numeric Class Machine Learning Hit paper breakdown → | 2000 | 1412 |
| 2 | Benchmarking attribute selection techniques for discrete class data mining Hit paper breakdown → | 2003 | 986 |
| 3 | Correlation-based Feature Subset Selection for Machine Learning Hit paper breakdown → | 1998 | 800 |
| 4 | Weka: Practical machine learning tools and techniques with Java implementations Hit paper breakdown → | 1999 | 503 |
| 5 | Feature Selection for Machine Learning: Comparing a Correlation-Based Filter Approach to the Wrapper | 1999 | 432 |
| 6 | Practical feature subset selection for machine learning | 1998 | 403 |
| 7 | 2011 | 335 | |
| 8 | 2005 | 324 | |
| 9 | 2010 | 225 | |
| 10 | Feature subset selection: a correlation based filter approach | 1997 | 214 |
| 11 | 2016 | 214 | |
| 12 | Combining Naive Bayes and Decision Tables | 2008 | 104 |
| 13 | 2006 | 94 | |
| 14 | Feature selection for discrete and numeric class machine learning | 1999 | 63 |
| 15 | 2011 | 49 | |
| 16 | Benchmarking attribute selection techniques for data mining | 2000 | 30 |
| 17 | 2011 | 28 | |
| 18 | 2011 | 26 | |
| 19 | 2016 | 16 | |
| 20 | 2011 | 15 |
About Mark A. Hall
Mark A. Hall is a scholar working on Artificial Intelligence, Information Systems, Computer Vision and Pattern Recognition, Signal Processing and Computational Theory and Mathematics, having authored 35 papers that have together received 6.3k indexed citations. Recurring topics across this work include Data Mining Algorithms and Applications (10 papers), Machine Learning and Data Classification (7 papers), Neural Networks and Applications (4 papers), Face and Expression Recognition (4 papers), Rough Sets and Fuzzy Logic (3 papers), Algorithms and Data Compression (3 papers), Imbalanced Data Classification Techniques (2 papers) and Bayesian Modeling and Causal Inference (2 papers). The work is most often cited by research in Artificial Intelligence (3.0k citations), Software (296 citations), Information Systems (1.4k citations), Computer Vision and Pattern Recognition (1.2k citations) and Health Information Management (230 citations). Mark A. Hall has collaborated with scholars based in New Zealand, Canada and Germany. Frequent co-authors include Geoffrey Holmes, Lloyd A. Smith, Ian H. Witten, Eibe Frank, Sally Jo Cunningham, Leonard E. Trigg, Christopher Pal, Bernhard Pfahringer, Yu Wang and Axel Facius. Their work appears in journals such as The Journal of the Acoustical Society of America, IEEE Transactions on Knowledge and Data Engineering, Journal of Machine Learning Research, Computational Biology and Chemistry and Medical Entomology and Zoology.
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.