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Researcher · University of Helsinki · Finland

Heikki Mannila

Heikki Mannila publishes mostly in Artificial Intelligence, Computational Theory and Mathematics and Information Systems, on topics such as Data Mining Algorithms and Applications, Algorithms and Data Compression and Data Management and Algorithms.

OpenAlex
World rank
#13,828
of 1,633,909 ranked researchers
Rank in Finland
#74
of 8,199
Works
86
Citations
1.1k
Citations per work
12.6

What does Heikki Mannila research?

Artificial Intelligence: 28.8%Computational Theory and Mathematics: 11.9%Information Systems: 11.9%Computer Networks and Communications: 8.5%other fields: 38.9%29%top field
Artificial Intelligence28.8%Computational Theory and Mathematics11.9%Information Systems11.9%Computer Networks and Communications8.5%other fields38.9%

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. 2Computational Theory and Mathematics12% of their works
  3. 3Information Systems12% of their works
  4. 4Computer Networks and Communications8% of their works
  5. 5Signal Processing8% of their works
  6. 6Molecular Biology6% of their works

Research topics

Which keywords describe Heikki Mannila's research?

The keywords of their largest research topics: Clustering Algorithms, Data Mining, Frequent Patterns, Compression, Suffix Arrays, GPS Trajectories, Trajectory Data Mining and Granular Computing.

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. Clustering Algorithms132 topics
  2. Data Mining131 topic
  3. Frequent Patterns131 topic
  4. Compression91 topic
  5. Suffix Arrays91 topic
  6. GPS Trajectories81 topic
  7. Trajectory Data Mining81 topic
  8. Granular Computing71 topic
  9. Rough Sets71 topic
  10. Cluster Validation51 topic
  11. Continuous Queries51 topic
  12. Data Stream Management51 topic
  13. K-means51 topic
  14. Ontology41 topic
  15. Semantic Web41 topic
  16. Neural Machine Translation31 topic
  17. Statistical Machine Translation31 topic

Where does Heikki Mannila work?

Heikki Mannila's main affiliation in the publication record is University of Helsinki, Finland.

How many publications and citations does Heikki Mannila have?

Science Explorer counts 86 works and 1,082 citations for Heikki Mannila, ranking #13,828 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.