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Researcher · ABB (Germany) · Germany

Marcel Dix

Marcel Dix publishes mostly in Artificial Intelligence, Control and Systems Engineering and Industrial and Manufacturing Engineering, on topics such as Fault Detection and Control Systems, Anomaly Detection Techniques and Applications and Time Series Analysis and Forecasting.

ORCID 0000-0001-5984-6594 OpenAlex
World rank
#6,959,195
of 7,710,434 ranked researchers
Rank in Germany
#342,221
of 364,343
Works
45
Citations
238
Citations per work
5.3
h-index
10
i10-index 10Top 42% in Artificial Intelligence
Marcel Dix

What does Marcel Dix research?

Marcel Dix's work is mostly in Computer Science (38%), Engineering (24%), Decision Sciences (6%).

Physical Sciences: 28 works · 62.2% of their workComputer Science: 17 works · 37.8% of their workArtificial Intelligence: 11 works · 25.2% of their workSignal Processing: 3 works · 6.7% of their workComputer Networks and Communications: 3 works · 5.9% of their workEngineering: 11 works · 24.4% of their workControl and Systems Engineering: 7 works · 16.0% of their workIndustrial and Manufacturing Engineering: 4 works · 8.4% of their workEverything else: 14 works · 31.9% of their workSocial Sciences: 3 works · 5.9% of their workDecision Sciences: 3 works · 5.9% of their workManagement Science and Operations Research: 3 works · 5.9% of their workTHEIR WORKMarcel Dix45works
Physical Sciences62%Social Sciences6%

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 Science1737.8%
    2. Engineering1124.4%
  2. Everything else1431.9%
    1. Decision Sciences35.9%
  1. 1Artificial Intelligence25% of their works
  2. 2Control and Systems Engineering16% of their works
  3. 3Industrial and Manufacturing Engineering8% of their works
  4. 4Signal Processing7% of their works
  5. 5Computer Networks and Communications6% of their works
  6. 6Management Science and Operations Research6% of their works

Research topics

Which keywords describe Marcel Dix's research?

The keywords of their largest research topics: Deep Learning, Time Series, Anomaly Detection, Fault Detection, Process Monitoring, Outlier Detection, Unsupervised and Big Data.

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 20 words, with their numbers
  1. Deep Learning232 topics
  2. Time Series232 topics
  3. Anomaly Detection192 topics
  4. Fault Detection171 topic
  5. Process Monitoring171 topic
  6. Outlier Detection151 topic
  7. Unsupervised151 topic
  8. Big Data92 topics
  9. Clustering81 topic
  10. Dynamic Time Warping81 topic
  11. Concept Drift51 topic
  12. Data Cleaning51 topic
  13. Data Streams51 topic
  14. Record Linkage51 topic
  15. Analytics41 topic
  16. Business Intelligence41 topic
  17. Flexible Automation41 topic
  18. Log Analysis41 topic
  19. Performance Prediction41 topic
  20. Reconfigurable Manufacturing Systems41 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?

OpenAlex counts 45 works and 238 citations for Marcel Dix, an h-index of 10, ranking #6,959,195 of 7,710,434 researchers worldwide on the quality 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 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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