Marcel Dix
Marcel Dix publishes mostly in Industrial and Manufacturing Engineering, Artificial Intelligence and Control and Systems Engineering, on topics such as Fault Detection and Control Systems, Anomaly Detection Techniques and Applications and Time Series Analysis and Forecasting.
- World rank
- #1,596,583 of 1,633,909 ranked researchers
- Rank in Germany
- #84,963 of 86,443
- Works
- 15
- Citations
- 13
- Citations per work
- 0.9
What does Marcel Dix research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Industrial and Manufacturing Engineering17% of their works
- 2Artificial Intelligence17% of their works
- 3Control and Systems Engineering12% of their works
- 4Signal Processing8% of their works
- 5Management Information Systems8% of their works
- 6Information Systems4% of their works
Research topics
- Fault Detection and Control Systems
- Anomaly Detection Techniques and Applications
- Time Series Analysis and Forecasting
- Business Process Modeling and Analysis
- Machine Learning and Data Classification
- Statistical and Computational Modeling
- Software System Performance and Reliability
- Data Mining Algorithms and Applications
Which keywords describe Marcel Dix's research?
The keywords of their largest research topics: Machine Learning, Deep Learning, Time Series, Anomaly Detection, Fault Detection, Process Monitoring, Business Process Management and Clustering.
- Noisy Labels
- Inductive Modeling
- GMDH-type Neural Networks
- Association Rules
- Unsupervised
- Dynamic Time Warping
- Clustering
- Process Monitoring
- Anomaly Detection
- Deep Learning
- Machine Learning
- Time Series
- Fault Detection
- Business Process Management
- Data Mining
- Outlier Detection
- Workflow Mining
- Frequent Patterns
- Hyperparameter Optimization
- Log Analysis
- Performance Prediction
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 21 words, with their numbers
- Machine Learning53 topics
- Deep Learning42 topics
- Time Series42 topics
- Anomaly Detection32 topics
- Fault Detection31 topic
- Process Monitoring31 topic
- Business Process Management21 topic
- Clustering21 topic
- Data Mining22 topics
- Dynamic Time Warping21 topic
- Outlier Detection21 topic
- Unsupervised21 topic
- Workflow Mining21 topic
- Association Rules11 topic
- Frequent Patterns11 topic
- GMDH-type Neural Networks11 topic
- Hyperparameter Optimization11 topic
- Inductive Modeling11 topic
- Log Analysis11 topic
- Noisy Labels11 topic
- Performance Prediction11 topic
Where does Marcel Dix work?
Marcel Dix's main affiliation in the publication record is ABB (Germany), Germany.
How many publications and citations does Marcel Dix have?
Science Explorer counts 15 works and 13 citations for Marcel Dix, ranking #1,596,583 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.