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.
- 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?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence29% of their works
- 2Information Systems24% of their works
- 3Computer Networks and Communications16% of their works
- 4Management Information Systems16% of their works
- 5Statistics, Probability and Uncertainty4% of their works
- 6Sociology and Political Science4% of their works
Research topics
- Service-Oriented Architecture and Web Services
- Business Process Modeling and Analysis
- Privacy-Preserving Technologies in Data
- Cloud Computing and Resource Management
- Advanced Software Engineering Methodologies
- Cryptography and Data Security
- Stochastic Gradient Optimization Techniques
- Software System Performance and Reliability
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.
- Random Projections
- Log Analysis
- Homomorphic Encryption
- Autonomic Computing
- Differential Privacy
- Big Data
- Workflow Mining
- Semantic Web Services
- QoS-Aware Middleware
- Business Process Management
- Distributed Systems
- Cloud Computing
- Federated Learning
- Self-Adaptive Systems
- Identity-Based Encryption
- Performance Prediction
- Stochastic Gradient Descent
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
- QoS-Aware Middleware81 topic
- Semantic Web Services81 topic
- Business Process Management71 topic
- Workflow Mining71 topic
- Distributed Systems62 topics
- Big Data41 topic
- Cloud Computing41 topic
- Differential Privacy41 topic
- Federated Learning41 topic
- Autonomic Computing31 topic
- Self-Adaptive Systems31 topic
- Homomorphic Encryption21 topic
- Identity-Based Encryption21 topic
- Log Analysis21 topic
- Performance Prediction21 topic
- Random Projections21 topic
- 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.