Alexander Jung
Alexander Jung publishes mostly in Artificial Intelligence, Computational Mechanics and Statistics and Probability, on topics such as Sparse and Compressive Sensing Techniques, Statistical Methods and Inference and Distributed Sensor Networks and Detection Algorithms.
- World rank
- #1,075,966 of 1,633,909 ranked researchers
- Rank in Finland
- #6,051 of 8,199
- Works
- 48
- Citations
- 82
- Citations per work
- 1.7
What does Alexander Jung research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Artificial Intelligence24% of their works
- 2Computational Mechanics12% of their works
- 3Statistics and Probability12% of their works
- 4Computer Networks and Communications12% of their works
- 5Signal Processing8% of their works
- 6Information Systems6% of their works
Research topics
- Sparse and Compressive Sensing Techniques
- Statistical Methods and Inference
- Distributed Sensor Networks and Detection Algorithms
- Blind Source Separation Techniques
- Control Systems and Identification
- Adversarial Robustness in Machine Learning
- Advanced Graph Neural Networks
- Bayesian Methods and Mixture Models
Which keywords describe Alexander Jung's research?
The keywords of their largest research topics: Model Selection, Sparse Representation, Compressed Sensing, Regularization, Signal Recovery, Variable Selection, Distributed Detection and Wireless Sensor Networks.
- Mixture Models
- Graph Neural Networks
- Adversarial Examples
- Parameter Estimation
- Blind Separation
- Wireless Sensor Networks
- Variable Selection
- Regularization
- Sparse Representation
- Model Selection
- Compressed Sensing
- Signal Recovery
- Distributed Detection
- Deep Learning
- Independent Component Analysis
- System Identification
- Clustering
- Knowledge Graph Embedding
- Robustness
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 19 words, with their numbers
- Model Selection122 topics
- Sparse Representation122 topics
- Compressed Sensing91 topic
- Regularization91 topic
- Signal Recovery91 topic
- Variable Selection91 topic
- Distributed Detection71 topic
- Wireless Sensor Networks71 topic
- Deep Learning42 topics
- Blind Separation31 topic
- Independent Component Analysis31 topic
- Parameter Estimation31 topic
- System Identification31 topic
- Adversarial Examples21 topic
- Clustering21 topic
- Graph Neural Networks21 topic
- Knowledge Graph Embedding21 topic
- Mixture Models21 topic
- Robustness21 topic
Where does Alexander Jung work?
Alexander Jung's main affiliation in the publication record is Aalto University, Finland.
How many publications and citations does Alexander Jung have?
Science Explorer counts 48 works and 82 citations for Alexander Jung, ranking #1,075,966 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.
Other researchers named Alexander Jung
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