Marcella Astrid
Marcella Astrid publishes mostly in Computer Vision and Pattern Recognition, Artificial Intelligence and Computer Networks and Communications, on topics such as Digital Media Forensic Detection, Adversarial Robustness in Machine Learning and Generative Adversarial Networks and Image Synthesis.
- World rank
- #1,123,154 of 1,633,909 ranked researchers
- Rank in South Korea
- #22,717 of 38,381
- Works
- 21
- Citations
- 43
- Citations per work
- 2.0
What does Marcella Astrid research?
Shares of their own output, by the field each of their topics belongs to. The grey slice is everything not listed.
- 1Computer Vision and Pattern Recognition48% of their works
- 2Artificial Intelligence28% of their works
- 3Computer Networks and Communications4% of their works
- 4Molecular Biology4% of their works
- 5Information Systems4% of their works
- 6Automotive Engineering4% of their works
Research topics
- Digital Media Forensic Detection
- Adversarial Robustness in Machine Learning
- Generative Adversarial Networks and Image Synthesis
- Anomaly Detection Techniques and Applications
- Image and Signal Denoising Methods
- Bacillus and Francisella bacterial research
- Wireless Sensor Networks for Data Analysis
- Advanced Neural Network Applications
Which keywords describe Marcella Astrid's research?
The keywords of their largest research topics: Deep Learning, Neural Networks, Digital Forensics, Image Forgery Detection, Adversarial Examples, Generative Adversarial Networks, Image Synthesis and Robustness.
- Tularemia
- Mobile Devices
- Anthrax
- Image Denoising
- Convolutional Neural Networks
- Robustness
- Generative Adversarial Networks
- Image Forgery Detection
- Neural Networks
- Deep Learning
- Digital Forensics
- Adversarial Examples
- Image Synthesis
- Anomaly Detection
- Unsupervised
- Sparse Representations
- Image Recognition
- Object Detection
- Wireless Sensor Networks
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
- Deep Learning196 topics
- Neural Networks113 topics
- Digital Forensics51 topic
- Image Forgery Detection51 topic
- Adversarial Examples41 topic
- Generative Adversarial Networks41 topic
- Image Synthesis41 topic
- Robustness41 topic
- Anomaly Detection31 topic
- Convolutional Neural Networks32 topics
- Unsupervised31 topic
- Image Denoising21 topic
- Sparse Representations21 topic
- Anthrax11 topic
- Image Recognition11 topic
- Mobile Devices11 topic
- Object Detection11 topic
- Tularemia11 topic
- Wireless Sensor Networks11 topic
Where does Marcella Astrid work?
Marcella Astrid's main affiliation in the publication record is Korea University of Science and Technology, South Korea.
How many publications and citations does Marcella Astrid have?
Science Explorer counts 21 works and 43 citations for Marcella Astrid, ranking #1,123,154 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.