Sinan Yıldırım
Sinan Yıldırım publishes mostly in Artificial Intelligence, Statistics and Probability and Control and Systems Engineering, on topics such as Markov Chains and Monte Carlo Methods, Privacy-Preserving Technologies in Data and Target Tracking and Data Fusion in Sensor Networks.
- World rank
- #1,577,298 of 1,633,909 ranked researchers
- Rank in Türkiye
- #16,387 of 17,160
- Works
- 22
- Citations
- 16
- Citations per work
- 0.7
What does Sinan Yıldırım 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
- 2Statistics and Probability15% of their works
- 3Control and Systems Engineering10% of their works
- 4Computer Vision and Pattern Recognition10% of their works
- 5Epidemiology3% of their works
- 6Radiology, Nuclear Medicine and Imaging3% of their works
Research topics
Which keywords describe Sinan Yıldırım's research?
The keywords of their largest research topics: Model Selection, Bayesian Inference, State Estimation, Bayesian Monte Carlo, Markov Chain, Clustering, Differential Privacy and Federated Learning.
- Noisy Labels
- Hyperparameter Optimization
- Deep Learning
- Particle Filters
- Nonlinear Estimation
- Federated Learning
- Clustering
- Bayesian Monte Carlo
- Bayesian Inference
- Model Selection
- State Estimation
- Markov Chain
- Differential Privacy
- Mixture Models
- Parameter Estimation
- System Identification
- Homomorphic Encryption
- Identity-Based Encryption
- Reinforcement Learning
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 Selection52 topics
- Bayesian Inference42 topics
- State Estimation42 topics
- Bayesian Monte Carlo31 topic
- Markov Chain31 topic
- Clustering21 topic
- Differential Privacy21 topic
- Federated Learning21 topic
- Mixture Models21 topic
- Nonlinear Estimation21 topic
- Parameter Estimation21 topic
- Particle Filters21 topic
- System Identification21 topic
- Deep Learning11 topic
- Homomorphic Encryption11 topic
- Hyperparameter Optimization11 topic
- Identity-Based Encryption11 topic
- Noisy Labels11 topic
- Reinforcement Learning11 topic
Where does Sinan Yıldırım work?
Sinan Yıldırım's main affiliation in the publication record is Sabancı Üniversitesi, Türkiye.
How many publications and citations does Sinan Yıldırım have?
Science Explorer counts 22 works and 16 citations for Sinan Yıldırım, ranking #1,577,298 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.