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Academician profile · DOÇENT

SİNAN YILDIRIM

SABANCI ÜNİVERSİTESİ

  • Ana Dal Fen Bilimleri ve Matematik Temel Alanı
  • Yan Dal İstatistik
  • MÜHENDİSLİK VE DOĞA BİLİMLERİ FAKÜLTESİ
  • ENDÜSTRİ MÜHENDİSLİĞİ BÖLÜMÜ
Articles YÖKSİS 20
Projects 1
Books 0
Proceedings 16
Patents 1
Artistic 1
Scopus (SJR)
Q1 17 Q2 2 Q3 1 Q4 0
WoS (JCR)
Q1 14 Q2 4 Q3 2 Q4 0
TR Index 1 articles

Scopus (SJR)

Q1 17 Q2 2 Q3 1 Q4 0

WoS (JCR)

Q1 14 Q2 4 Q3 2 Q4 0

TR Index

1 articles

20 publications total

Articles

  1. 2025 Bayesian Frequency Estimation under Local Differential Privacy with an Adaptive Randomized Response Mechanism ACM Transactions on Knowledge Discovery from Data DOI 10.1145/3706584
  2. 2025 A variational Bayesian marginalized particle filter for jump Markov nonlinear systems with unknown measurement noise parameters Signal Processing DOI 10.1016/j.sigpro.2025.109954
  3. 2024 A Model of Dynamic Flows: Explaining Turkey's Interprovincial Migration SOCIOLOGICAL METHODOLOGY DOI 10.1177/00811750231184460
  4. 2024 Differentially private online Bayesian estimation with adaptive truncation Turkish Journal of Electrical Engineering and Computer Sciences DOI 10.55730/1300-0632.4054
  5. 2023 Energy optimization of wind turbines via a neural control policy based on reinforcement learning Markov chain Monte Carlo algorithm APPLIED ENERGY DOI 10.1016/j.apenergy.2023.121108
  6. 2023 Supply Curves in Electricity Markets: A Framework for Dynamic Modeling and Monte Carlo Forecasting IEEE TRANSACTIONS ON POWER SYSTEMS DOI 10.1109/TPWRS.2022.3208765
  7. 2022 Machine learning-based load distribution and balancing in heterogeneous database management systems CONCURRENCY AND COMPUTATION-PRACTICE & EXPERIENCE DOI 10.1002/cpe.6641
  8. 2022 A real-world application of Markov chain Monte Carlo method for Bayesian trajectory control of a robotic manipulator ISA Transactions DOI 10.1016/j.isatra.2021.06.010
  9. 2022 Statistic selection and MCMC for differentially private Bayesian estimation STATISTICS AND COMPUTING DOI 10.1007/s11222-022-10129-8
  10. 2022 DIFFERENTIALLY PRIVATE ACCELERATED OPTIMIZATION ALGORITHMS SIAM JOURNAL ON OPTIMIZATION DOI 10.1137/20M1355847
  11. 2021 Bayesian Allocation Model: Marginal Likelihood-Based Model Selection for Count Tensors IEEE Journal of Selected Topics in Signal Processing DOI 10.1109/JSTSP.2020.3045297
  12. 2019 Pseudo-Marginal MCMC Sampling for Image Segmentation Using Nonparametric Shape Priors IEEE Transactions on Image Processing DOI 10.1109/tip.2019.2922071
  13. 2019 Exact MCMC with differentially private moves Revisiting the penalty algorithm in a data privacy framework STATISTICS AND COMPUTING DOI 10.1007/s11222-018-9847-x
  14. 2018 A Markov chain Monte Carlo algorithm for Bayesian policy search Systems Science Control Engineering DOI 10.1080/21642583.2018.1528483
  15. 2015 Parameter Estimation in Hidden Markov Models With Intractable Likelihoods Using Sequential Monte Carlo Journal of Computational and Graphical Statistics DOI 10.1080/10618600.2014.938811
  16. 2015 Calibrating the Gaussian multi-target tracking model Statistics and Computing DOI 10.1007/s11222-014-9456-2
  17. 2015 Bayesian Tracking and Parameter Learning for Non-Linear Multiple Target Tracking Models IEEE Transactions on Signal Processing DOI 10.1109/tsp.2015.2454474
  18. 2013 An Online Expectation–Maximization Algorithm for Changepoint Models Journal of Computational and Graphical Statistics DOI 10.1080/10618600.2012.674653
  19. 2010 A Bayesian Deconvolution Approach for Receiver Function Analysis IEEE Transactions on Geoscience and Remote Sensing DOI 10.1109/tgrs.2010.2050327
  20. 2008 Estimation of time-varying AR SαS processes using Gibbs sampling Signal Processing DOI 10.1016/j.sigpro.2008.03.021

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