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Researcher · Torch Technologies (United States) · United States

Sofus A. Macskassy

Sofus A. Macskassy publishes mostly in Artificial Intelligence, Information Systems and Statistical and Nonlinear Physics, on topics such as Complex Network Analysis Techniques, Data Mining Algorithms and Applications and Imbalanced Data Classification Techniques.

OpenAlex
World rank
#1,895,961
of 7,710,434 ranked researchers
Rank in United States
#579,320
of 1,627,098
Works
63
Citations
4.8k
Citations per work
75.4
h-index
18
i10-index 25Top 16% in Artificial Intelligence
Sofus A. Macskassy

What does Sofus A. Macskassy research?

Sofus A. Macskassy's work is mostly in Computer Science (59%), Physics and Astronomy (15%), Decision Sciences (6%).

Physical Sciences: 46 works · 73.8% of their workComputer Science: 37 works · 58.7% of their workArtificial Intelligence: 21 works · 33.7% of their workInformation Systems: 12 works · 19.8% of their workComputer Networks and Communications: 3 works · 5.2% of their workPhysics and Astronomy: 10 works · 15.1% of their workStatistical and Nonlinear Physics: 10 works · 15.1% of their workEverything else: 11 works · 16.9% of their workSocial Sciences: 6 works · 9.3% of their workDecision Sciences: 4 works · 5.8% of their workManagement Science and Operations Research: 4 works · 5.8% of their workSocial Sciences: 2 works · 3.5% of their workCommunication: 2 works · 3.5% of their workTHEIR WORKSofus A.Macskassy63works
Physical Sciences74%Social Sciences9%

Their six largest subfields, inside their fields and domains; the grey slice is everything else they publish. The interactive view splits every one of their works down to single topics.

The fields and subfields, with their numbers
    1. Computer Science3758.7%
    2. Physics and Astronomy1015.1%
  2. Everything else1116.9%
    1. Decision Sciences45.8%
    2. Social Sciences23.5%
  1. 1Artificial Intelligence34% of their works
  2. 2Information Systems20% of their works
  3. 3Statistical and Nonlinear Physics15% of their works
  4. 4Management Science and Operations Research6% of their works
  5. 5Computer Networks and Communications5% of their works
  6. 6Communication4% of their works

Research topics

Which keywords describe Sofus A. Macskassy's research?

The keywords of their largest research topics: Community Structure, Network Dynamics, Machine Learning, Information Retrieval, Text Classification, Data Mining, Frequent Patterns and Classification.

Size is their works in the topics tagged with each word, from their 8 largest topics. Each links to the topic it comes from most. The words come from the keyword list OpenAlex gives each topic, not from the text of the papers, so a word can appear that none of the papers uses.

All 19 words, with their numbers
  1. Community Structure211 topic
  2. Network Dynamics211 topic
  3. Machine Learning182 topics
  4. Information Retrieval152 topics
  5. Text Classification152 topics
  6. Data Mining101 topic
  7. Frequent Patterns101 topic
  8. Classification91 topic
  9. Imbalanced Data91 topic
  10. Data Cleaning81 topic
  11. Feature Selection81 topic
  12. Multi-label Learning81 topic
  13. Phishing81 topic
  14. Record Linkage81 topic
  15. Spam Detection81 topic
  16. Graph Neural Networks71 topic
  17. Knowledge Graph Embedding71 topic
  18. Neural Networks71 topic
  19. Word Representation71 topic

Where does Sofus A. Macskassy work?

Sofus A. Macskassy's main affiliation in the publication record is Torch Technologies (United States), United States.

How many publications and citations does Sofus A. Macskassy have?

OpenAlex counts 63 works and 4,752 citations for Sofus A. Macskassy, an h-index of 18, ranking #1,895,961 of 7,710,434 researchers worldwide on the quality score.

Ranked on field-normalised citation excellence (50%), output (30%) and citations (20%). Counts come from OpenAlex author records, which occasionally merge different people who share a name or split one person into several.

Papers, co-authors, who cited this work and researchers on the nearest topics have tabs of their own, above. Is this your page? Claim it with your ORCID iD, or request a correction or removal.

Discussion

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