Randall Wald
Impact in
- Health Information Management top 0.5%
- Artificial Intelligence in Healthcare
- Artificial Intelligence top 0.5%
- Imbalanced Data Classification Techniques
- Anomaly Detection Techniques and Applications
- Machine Learning and Data Classification
Papers in
-
- Machine Learning and Data Classification 21
- Imbalanced Data Classification Techniques 18
- Text and Document Classification Technologies 9
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- Gene expression and cancer classification 31
- Machine Learning in Bioinformatics 13
- Bioinformatics and Genomic Networks 10
- Co-authors
- Taghi M. Khoshgoftaar (73 shared papers)Flavio Villanustre (3 shared papers)Edin Muharemagic (2 shared papers)Maryam M. Najafabadi (2 shared papers)Naeem Seliya (2 shared papers)Amri Napolitano (33 shared papers)David J. Dittman (23 shared papers)Matthew Herland (2 shared papers)
- Journals
- Journal Of Big Data (3 papers)International Journal of Reliability Quality and Safety Engineering (1 paper)Information Systems Frontiers (1 paper)International Journal of Business Intelligence and Data Mining (1 paper)Springer series in reliability engineering (1 paper)
- Partner nations
- United States
In The Last Decade
Randall Wald
72 papers receiving 3.5k citations
Randall Wald's Hit Papers
Peers
Comparison fields: 5 of 183
- Health Information Management 225
- Artificial Intelligence 1.7k
- Software 131
- Information Systems 705
- Signal Processing 306
Countries citing papers authored by Randall Wald
This map shows the geographic impact of Randall Wald'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 Randall Wald with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Randall Wald more than expected).
Fields of papers citing papers by Randall Wald
This network shows the impact of papers produced by Randall Wald. 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 Randall Wald. The network helps show where Randall Wald may publish in the future.
Co-authors
The 13 scholars most cited alongside Randall Wald, 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 74 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Deep learning applications and challenges in big data analytics Hit paper breakdown → | 2015 | 2022 |
| 2 | 2014 | 233 | |
| 3 | 2015 | 223 | |
| 4 | 2009 | 173 | |
| 5 | 2012 | 98 | |
| 6 | 2013 | 69 | |
| 7 | 2012 | 59 | |
| 8 | 2012 | 58 | |
| 9 | 2012 | 51 | |
| 10 | 2013 | 47 | |
| 11 | 2010 | 44 | |
| 12 | 2012 | 37 | |
| 13 | 2012 | 35 | |
| 14 | 2012 | 35 | |
| 15 | Comparison of Data Sampling Approaches for Imbalanced Bioinformatics Data | 2014 | 33 |
| 16 | 2013 | 33 | |
| 17 | 2013 | 29 | |
| 18 | 2012 | 27 | |
| 19 | 2011 | 23 | |
| 20 | 2012 | 20 |
About Randall Wald
Randall Wald is a scholar working on Artificial Intelligence, Molecular Biology, Information Systems, Computer Vision and Pattern Recognition and Computer Networks and Communications, having authored 74 papers that have together received 3.7k indexed citations. Recurring topics across this work include Gene expression and cancer classification (31 papers), Machine Learning and Data Classification (21 papers), Imbalanced Data Classification Techniques (18 papers), Data Mining Algorithms and Applications (14 papers), Machine Learning in Bioinformatics (13 papers), Face and Expression Recognition (10 papers), Bioinformatics and Genomic Networks (10 papers) and Text and Document Classification Technologies (9 papers). The work is most often cited by research in Health Information Management (225 citations), Artificial Intelligence (1.7k citations), Software (131 citations), Information Systems (705 citations) and Signal Processing (306 citations). Randall Wald has collaborated with scholars based in United States. Frequent co-authors include Taghi M. Khoshgoftaar, Flavio Villanustre, Edin Muharemagic, Maryam M. Najafabadi, Naeem Seliya, Amri Napolitano, David J. Dittman, Matthew Herland, Jason Van Hulse and Richard Zuech. Their work appears in journals such as Journal Of Big Data, International Journal of Reliability Quality and Safety Engineering, Information Systems Frontiers, International Journal of Business Intelligence and Data Mining and Springer series in reliability engineering.
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.