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Researcher · IBM Research - Almaden · United States

Heiko Ludwig

Heiko Ludwig publishes mostly in Artificial Intelligence, Information Systems and Computer Networks and Communications, on topics such as Service-Oriented Architecture and Web Services, Business Process Modeling and Analysis and Privacy-Preserving Technologies in Data.

OpenAlex
World rank
#24,077
of 1,633,909 ranked researchers
Rank in United States
#11,302
of 358,040
Works
43
Citations
572
Citations per work
13.3

What does Heiko Ludwig research?

Artificial Intelligence: 29.1%Information Systems: 23.6%Computer Networks and Communications: 16.4%Management Information Systems: 16.4%other fields: 14.5%29%top field
Artificial Intelligence29.1%Information Systems23.6%Computer Networks and Communications16.4%Management Information Systems16.4%other fields14.5%

Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.

  1. 1Artificial Intelligence29% of their works
  2. 2Information Systems24% of their works
  3. 3Computer Networks and Communications16% of their works
  4. 4Management Information Systems16% of their works
  5. 5Statistics, Probability and Uncertainty4% of their works
  6. 6Sociology and Political Science4% of their works

Research topics

Which keywords describe Heiko Ludwig's research?

The keywords of their largest research topics: QoS-Aware Middleware, Semantic Web Services, Business Process Management, Workflow Mining, Distributed Systems, Big Data, Cloud Computing and Differential Privacy.

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.

All 17 words, with their numbers
  1. QoS-Aware Middleware81 topic
  2. Semantic Web Services81 topic
  3. Business Process Management71 topic
  4. Workflow Mining71 topic
  5. Distributed Systems62 topics
  6. Big Data41 topic
  7. Cloud Computing41 topic
  8. Differential Privacy41 topic
  9. Federated Learning41 topic
  10. Autonomic Computing31 topic
  11. Self-Adaptive Systems31 topic
  12. Homomorphic Encryption21 topic
  13. Identity-Based Encryption21 topic
  14. Log Analysis21 topic
  15. Performance Prediction21 topic
  16. Random Projections21 topic
  17. Stochastic Gradient Descent21 topic

Where does Heiko Ludwig work?

Heiko Ludwig's main affiliation in the publication record is IBM Research - Almaden, United States.

How many publications and citations does Heiko Ludwig have?

Science Explorer counts 43 works and 572 citations for Heiko Ludwig, ranking #24,077 of 1,633,909 researchers worldwide on the composite score.

Ranked on field-normalised 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 are in the interactive view on the map. Is this your page? Request a correction or removal.