Randall Wald
Impact in
- Artificial Intelligence top 1%
- Imbalanced Data Classification Techniques
- Text and Document Classification Technologies
- Health Informatics top 5%
Papers in
-
- Machine Learning and Data Classification 9
- Imbalanced Data Classification Techniques 9
- Text and Document Classification Technologies 7
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- Gene expression and cancer classification 33
- Co-authors
- Taghi M. Khoshgoftaar (73 shared papers)Flavio Villanustre (3 shared papers)Naeem Seliya (2 shared papers)Maryam Mousaarab Najafabadi (2 shared papers)Edin Muharemagic (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)Information Systems Frontiers (1 paper)International Journal of Reliability Quality and Safety Engineering (1 paper)Springer series in reliability engineering (1 paper)International Journal of Business Intelligence and Data Mining (1 paper)
- Partner nations
- United States
In The Last Decade
Randall Wald
72 papers receiving 3.6k citations
Randall Wald's Hit Papers
Peers
Comparison fields: 5 of 165
- Artificial Intelligence 1.1k
- Health Informatics 64
- Health Information Management 235
- Information Systems 565
- Information Systems and Management 192
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 12 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 | 2067 |
| 2 | 2014 | 237 | |
| 3 | 2015 | 237 | |
| 4 | 2009 | 171 | |
| 5 | 2012 | 100 | |
| 6 | 2013 | 68 | |
| 7 | 2012 | 59 | |
| 8 | 2012 | 58 | |
| 9 | 2012 | 52 | |
| 10 | 2013 | 49 | |
| 11 | 2010 | 44 | |
| 12 | 2012 | 37 | |
| 13 | 2012 | 37 | |
| 14 | 2012 | 35 | |
| 15 | 2013 | 33 | |
| 16 | Comparison of Data Sampling Approaches for Imbalanced Bioinformatics Data | 2014 | 33 |
| 17 | 2013 | 30 | |
| 18 | 2012 | 27 | |
| 19 | 2011 | 23 | |
| 20 | 2012 | 21 |
About Randall Wald
Randall Wald is a scholar working on Artificial Intelligence, Molecular Biology, Information Systems, Control and Systems Engineering and Health Information Management, having authored 74 papers that have together received 3.8k indexed citations. Recurring topics across this work include Gene expression and cancer classification (33 papers), Machine Learning and Data Classification (9 papers), Imbalanced Data Classification Techniques (9 papers), Software Engineering Research (8 papers), Text and Document Classification Technologies (7 papers), Machine Fault Diagnosis Techniques (6 papers), Big Data Technologies and Applications (3 papers) and Artificial Intelligence in Healthcare (3 papers). The work is most often cited by research in Artificial Intelligence (1.1k citations), Health Informatics (64 citations), Health Information Management (235 citations), Information Systems (565 citations) and Information Systems and Management (192 citations). Randall Wald has collaborated with scholars based in United States. Frequent co-authors include Taghi M. Khoshgoftaar, Flavio Villanustre, Naeem Seliya, Maryam Mousaarab Najafabadi, Edin Muharemagic, Amri Napolitano, David J. Dittman, Matthew Herland, Richard Zuech and Jason Van Hulse. Their work appears in journals such as Journal Of Big Data, Information Systems Frontiers, International Journal of Reliability Quality and Safety Engineering, Springer series in reliability engineering and International Journal of Business Intelligence and Data Mining.
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.