Sofus A. Macskassy
Impact in
- Finance top 0.5%
- Financial Markets and Investment Strategies
- Accounting top 1%
- Auditing, Earnings Management, Governance
- Corporate Finance and Governance
Papers in
-
- Advanced Graph Neural Networks 7
- Text and Document Classification Technologies 7
- Imbalanced Data Classification Techniques 6
- Topic Modeling 6
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- Data Mining Algorithms and Applications 6
- Spam and Phishing Detection 6
- Co-authors
- Paul C. Tetlock (2 shared papers)Maytal Saar‐Tsechansky (2 shared papers)Foster Provost (14 shared papers)Matthew Michelson (6 shared papers)Haym Hirsh (11 shared papers)Saharon Rosset (2 shared papers)Arunava Banerjee (5 shared papers)Brian D. Davison (2 shared papers)
- Journals
- Social Network Analysis and Mining (1 paper)Journal of Machine Learning Research (1 paper)The Journal of Finance (1 paper)Artificial Intelligence (1 paper)Lecture notes in computer science (1 paper)
- Partner nations
- United StatesSwitzerlandChina
In The Last Decade
Sofus A. Macskassy
43 papers receiving 3.0k citations
Sofus A. Macskassy's Hit Papers
Peers
Comparison fields: 5 of 121
- Finance 1.2k
- Accounting 1.1k
- Management Science and Operations Research 621
- Statistical and Nonlinear Physics 486
- Artificial Intelligence 969
Countries citing papers authored by Sofus A. Macskassy
This map shows the geographic impact of Sofus A. Macskassy'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 Sofus A. Macskassy with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Sofus A. Macskassy more than expected).
Fields of papers citing papers by Sofus A. Macskassy
This network shows the impact of papers produced by Sofus A. Macskassy. 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 Sofus A. Macskassy. The network helps show where Sofus A. Macskassy may publish in the future.
Co-authors
The 22 scholars most cited alongside Sofus A. Macskassy, 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 45 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | More Than Words: Quantifying Language to Measure Firms' Fundamentals Hit paper breakdown → | 2008 | 1690 |
| 2 | 2007 | 373 | |
| 3 | 2007 | 355 | |
| 4 | 2010 | 275 | |
| 5 | Confidence Bands for ROC Curves: Methods and an Empirical Study | 2004 | 55 |
| 6 | 2005 | 48 | |
| 7 | Human performance on clustering web pages: a preliminary study | 1998 | 40 |
| 8 | Improving learning in networked data by combining explicit and mined links | 2007 | 39 |
| 9 | 2009 | 34 | |
| 10 | 2001 | 25 | |
| 11 | Suspicion scoring of networked entities based on guilt-by-association, collective inference, and focused data access 1 | 2005 | 25 |
| 12 | 2021 | 21 | |
| 13 | 2008 | 18 | |
| 14 | 2002 | 17 | |
| 15 | 2009 | 13 | |
| 16 | 2011 | 13 | |
| 17 | Suspicion scoring based on guilt-by-association, colle ctive inference, and focused data access 1 | 2005 | 12 |
| 18 | Pointwise ROC Confidence Bounds: An Empirical Evaluation | 2005 | 11 |
| 19 | Classification in Networked Data: a Toolkit and a Univariate Case Study | 2004 | 9 |
| 20 | Using text classifiers for numerical classification | 2001 | 9 |
About Sofus A. Macskassy
Sofus A. Macskassy is a scholar working on Artificial Intelligence, Information Systems, Statistical and Nonlinear Physics, Computer Networks and Communications and Management Science and Operations Research, having authored 45 papers that have together received 3.2k indexed citations. Recurring topics across this work include Complex Network Analysis Techniques (17 papers), Advanced Graph Neural Networks (7 papers), Text and Document Classification Technologies (7 papers), Data Mining Algorithms and Applications (6 papers), Imbalanced Data Classification Techniques (6 papers), Spam and Phishing Detection (6 papers), Topic Modeling (6 papers) and Data Quality and Management (5 papers). The work is most often cited by research in Finance (1.2k citations), Accounting (1.1k citations), Management Science and Operations Research (621 citations), Statistical and Nonlinear Physics (486 citations) and Artificial Intelligence (969 citations). Sofus A. Macskassy has collaborated with scholars based in United States, Switzerland and China. Frequent co-authors include Paul C. Tetlock, Maytal Saar‐Tsechansky, Foster Provost, Matthew Michelson, Haym Hirsh, Saharon Rosset, Arunava Banerjee, Brian D. Davison, William Klement and Nathalie Japkowicz. Their work appears in journals such as Social Network Analysis and Mining, Journal of Machine Learning Research, The Journal of Finance, Artificial Intelligence and Lecture notes in computer science.
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.