Tim Januschowski
Tim Januschowski publishes mostly in Artificial Intelligence, Management Science and Operations Research and Computer Networks and Communications, on topics such as Forecasting Techniques and Applications, Neural Networks and Applications and Data Analysis with R.
- World rank
- #152,178 of 1,633,909 ranked researchers
- Rank in Germany
- #9,408 of 86,443
- Works
- 21
- Citations
- 239
- Citations per work
- 11.4
What does Tim Januschowski research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence26% of their works
- 2Management Science and Operations Research26% of their works
- 3Computer Networks and Communications10% of their works
- 4Signal Processing10% of their works
- 5Industrial and Manufacturing Engineering5% of their works
- 6Management Information Systems5% of their works
Research topics
Which keywords describe Tim Januschowski's research?
The keywords of their largest research topics: Neural Networks, Machine Learning, Time Series, Deep Learning, Exponential Smoothing, Forecasting, Backpropagation Learning and Self-Organizing Maps.
- Unsupervised
- Statistical Analysis
- Noisy Labels
- GPS Trajectories
- Data Stream Management
- Constraint Optimization
- Self-Organizing Maps
- Forecasting
- Deep Learning
- Machine Learning
- Neural Networks
- Time Series
- Exponential Smoothing
- Backpropagation Learning
- Anomaly Detection
- Continuous Queries
- Distributed Algorithms
- Hyperparameter Optimization
- R language
- Trajectory Data Mining
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
- Neural Networks63 topics
- Machine Learning42 topics
- Time Series42 topics
- Deep Learning32 topics
- Exponential Smoothing31 topic
- Forecasting31 topic
- Backpropagation Learning21 topic
- Self-Organizing Maps21 topic
- Anomaly Detection11 topic
- Constraint Optimization11 topic
- Continuous Queries11 topic
- Data Stream Management11 topic
- Distributed Algorithms11 topic
- GPS Trajectories11 topic
- Hyperparameter Optimization11 topic
- Noisy Labels11 topic
- R language11 topic
- Statistical Analysis11 topic
- Trajectory Data Mining11 topic
- Unsupervised11 topic
Where does Tim Januschowski work?
Tim Januschowski's main affiliation in the publication record is Amazon (Germany), Germany.
How many publications and citations does Tim Januschowski have?
Science Explorer counts 21 works and 239 citations for Tim Januschowski, ranking #152,178 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.