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Publications - Anthony Quinn


Books and chapters (3)
1. * Ladislav Jirsa, Lenka Kuklišová Pavelková, Anthony Quinn: Bayesian transfer learning between uniformly modelled Bayesian filters. Informatics in Control, Automation and Robotics : 16th International Conference, ICINCO 2019 Prague, Czech Republic, July 29-31, 2019, Revised Selected Papers, 151-168. Springer, Cham 2021.   Download
2. * Ladislav Jirsa, Lenka Kuklišová Pavelková, Anthony Quinn: Approximate Bayesian Prediction Using State Space Model with Uniform Noise. Informatics in Control, Automation and Robotics : 15th International Conference, ICINCO 2018, Porto, Portugal, July 29-31, 2018, Revised Selected Papers, 552-568. Springer, Cham 2019.   Download
3. * Václav Šmídl, A. Quinn: The Variational Bayes Method in Signal Processing. Springer, Heidelberg 2005.

Journal articles (11)
1. * Lenka Kuklišová Pavelková, Ladislav Jirsa, Anthony Quinn: Fully probabilistic design for knowledge fusion between Bayesian filters under uniform disturbances. Knowledge-Based System 238. Elsevier.   Download
2. * Milan Papež, Anthony Quinn: Transferring model structure in Bayesian transfer learning for Gaussian process regression. Knowledge-Based System 251. Elsevier.   Download
3. * Milan Papež, Anthony Quinn: Bayesian transfer learning between Student-t filters. Signal Processing. Elsevier.   Download
4. * A. Quinn, Miroslav Kárný, Tatiana Valentine Guy: Optimal design of priors constrained by external predictors. International Journal of Approximate Reasoning 84:1 (2017), 150-158. Elsevier.   Download
5. * Ladislav Jirsa, F. Varga, A. Quinn: Identification of thyroid gland activity in radioiodine therapy. Informatics in Medicine Unlocked 7:1 (2017), 23-33.   Download
6. * A. Quinn, Miroslav Kárný, Tatiana Valentine Guy: Fully probabilistic design of hierarchical Bayesian models. Information Sciences 369:1 (2016), 532-547. Elsevier.   Download
7. * Václav Šmídl, A. Quinn: Variational Bayesian Filtering. IEEE Transactions on Signal Processing 56:10 (2008), 5020-5030.   Download
8. * A. Quinn, Miroslav Kárný: Learning for Nonstationary Dirichlet Processes. International Journal of Adaptive Control and Signal Processing 21:10 (2007), 827-855. Wiley.   Download
9. * Václav Šmídl, A. Quinn: On Bayesian Principal Component Analysis. Computational Statistics and Data Analysis 51:9 (2007), 4101-4123. Elsevier.   Download
10. * Václav Šmídl, A. Quinn: Mixture-based extension of the AR model and its recursive Bayesian identification. IEEE Transactions on Signal Processing 53:9 (2005), 3530-3542.
11. * A. Quinn, P. Ettler, Ladislav Jirsa, I. Nagy, Petr Nedoma: Probabilistic advisory systems for data-intensive applications. International Journal of Adaptive Control and Signal Processing 17:2 (2003), 133-148. Wiley.

Conference papers (18)
1. * Milan Papež, Anthony Quinn: Hierarchical Bayesian Transfer Learning Between a Pair of Kalman Filters. Proceedings of the 32nd Irish Signals and Systems Conference (ISSC) 2021. IEEE, Piscataway 2021.   Download
2. * Alec Barber, Anthony Quinn: Robust Bayesian Transfer Learning between Autoregressive Inference Tasks. Proceedings of the 32nd Irish Signals and Systems Conference (ISSC) 2021. IEEE, Piscataway 2021.   Download
3. * S. E. Murray, Anthony Quinn: Bayesian Selective Transfer Learning for Patient-Specific Inference in Thyroid Radiotherapy. Proceedings of the 32nd Irish Signals and Systems Conference (ISSC) 2021. IEEE, Piscataway 2021.   Download
4. * Ladislav Jirsa, Lenka Kuklišová Pavelková, Anthony Quinn: Bayesian Filtering for States Uniformly Distributed on a Parallelotopic Support. Proceedings of the IEEE International Symposium on Signal Processing and Information Technology 2019 (ISSPIT 2019). IEEE, Piscataway 2019.   Download
5. * Milan Papež, Anthony Quinn: Bayesian transfer learning between Gaussian process regression tasks. Proceedings of the IEEE International Symposium on Signal Processing and Information Technology 2019 (ISSPIT 2019). IEEE, Piscataway 2019.   Download
6. * Milan Papež, Anthony Quinn: Robust Bayesian transfer learning between Kalman filters. PROCEEDINGS OF MLSP 2019 : IEEE 29th International Workshop on Machine Learning for Signal Processing. IEEE, Piscataway 2019.   Download
7. * Ladislav Jirsa, Lenka Pavelková, Anthony Quinn: Knowledge Transfer in a Pair of Uniformly Modelled Bayesian Filters. Proceedings of the 16th International Conference on Informatics in Control, Automation and Robotics (ICINCO 2019). SCITEPRESS – Science and Technology Publications, Lda, Setubal 2019.   Download
8. * Milan Papež, Anthony Quinn: Dynamic Bayesian knowledge transfer between a pair of Kalman filters. PROCEEDINGS OF MLSP 2018 : IEEE 28th International Workshop on Machine Learning for Signal Processing. IEEE, Piscataway 2018.   Download
9. * Ladislav Jirsa, A. Quinn, F. Varga: Identification of Thyroid Gland Activity in Radiotherapy. Bayesian Statistics 8, 613-618. Oxford University Press, Oxford 2007.   Download
10. * Václav Šmídl, A. Quinn: Accelerated particle filtering using the Variational Bayes approximation. Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, 1173-1176. IEEE, Honolulu 2007.
11. * Václav Šmídl, A. Quinn: The Restricted Variational Bayes Approximation in Bayesian Filtering. Proceedings of the NSSPW'06 Workshop, 1-4. University of Cambridge, Cambridge 2006.
12. * Václav Šmídl, A. Quinn: The variational Bayes approximation in Bayesian filtering. Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing, 1-4. IEEE, Bryan 2006.
13. * Václav Šmídl, A. Quinn: The Variational EM algorithm for on-line identification of extended AR models. Proceedings of the IEEE International Conference on Acoustics, Speech, and Signal Processing, 117-120. IEEE, Philadelphia 2005.
14. * S. Doyle, A. Quinn, Petr Gebouský: Bayesian inference of optimal lymphoscintigraphic sampling times. Proceedings of the 3rd European Medical & Biological Engineering Conference. EMBEC'05, 1-5. Czech Technical University, Prague 2005.
15. * Václav Šmídl, A. Quinn, Y. Maniouloux: Fully probabilistic model for functional analysis of medical image data. Proceedings of the Irish Signals and Systems Conference, 201-206. University of Belfast, Belfast 2004.
16. * Petr Gebouský, Miroslav Kárný, A. Quinn: Scintigrapghic quantification of lymphatic function: Bayesian inference on diffusion dynamics. Advances in Supervision and Control Systems, Young Generation Viewpoint, 31-38. Jožef Stefan Institute, Ljubljana 2002.
17. * Václav Šmídl, Miroslav Kárný, A. Quinn: On prior information in principal component analysis. Irish Signals and Systems Conference 2001. Proceedings, 129-134. NUI Maynooth, Maynooth 2001.   Download
18. * Ladislav Jirsa, A. Quinn: Mixture analysis of nuclear medicine data: Medical decision support. Irish Signals and Systems Conference 2001. Proceedings, 393-398. NUI Maynooth, Maynooth 2001.

Other publications (8)
2. * A. Hoffmann, Anthony Quinn: Ockham's Razor from a Fully Probabilistic Design Perspective. Research Report 2391. ÚTIA AV ČR v. v. i.,, Praha 2021.   Download
3. * Alec Barber, Anthony Quinn: Bayesian transfer learning between autoregressive inference tasks. Research Report 2389. ÚTIA AV ČR, Praha 2020.   Download
4. * Sean Ernest Murray, Anthony Quinn: Bayesian Selective Transfer Learning for Patient-Specific Inference in Thyroid Radiotherapy. Research Report 2388. ÚTIA AV ČR, Praha 2020.   Download
5. * Ladislav Jirsa, A. Quinn, F. Varga: Identification of Thyroid Gland Activity and Probabilistic Estimation of Absorbed Doses in Nuclear Medicine. Research Report 2195. ÚTIA AV ČR, Praha 2007.   Download
6. * Ladislav Jirsa, A. Quinn, F. Varga: Identification of Thyroid Gland Activity in Radiotherapy. Valencia 8 ISBA 2006 World Meeting on Bayesian Statistics, 140-140. Universitat de Valencia, Valencia 2006.
7. * Václav Šmídl, A. Quinn: Variational Bayes for Orthogonal Probabilistic Principal Component Analysis. Research Report 2125. ÚTIA AV ČR, Praha 2005.
8. * Václav Šmídl, A. Quinn: The Variational Bayes Approximation in Bayesian Filtering. Interní publikace - DAR - ÚTIA 2005/34. ÚTIA AV ČR, Praha 2005.

Miscellaneous (2)
2. * Petr Gebouský, Miroslav Kárný, A. Quinn: Lymphoscintigraphy of Upper Limbs: A Bayesian Framework. Bayesian Statistics 7, 543-552. University Press, Oxford 2003.