Search results

  1. 1.
    0552153 - ÚTIA 2022 RIV CZ eng V - Research Report
    Hoffmann, A. - Quinn, Anthony
    Ockham's Razor from a Fully Probabilistic Design Perspective.
    Praha: ÚTIA AV ČR v.v.i.,, 2021. 7 s. Research Report, 2391.
    R&D Projects: GA ČR(CZ) GA18-15970S
    Institutional support: RVO:67985556
    Keywords : Ockham’s Razor * Hierarchical Fully Probabilistic Design * Parametric Inference * Fully Probabilistic Design
    OECD category: Statistics and probability
    http://library.utia.cas.cz/separaty/2021/AS/quinn-0552153.pdf
    Permanent Link: http://hdl.handle.net/11104/0327298
     
     
  2. 2.
    0550881 - ÚTIA 2022 RIV CZ eng V - Research Report
    Nugent, Sh. - Quinn, Anthony
    Transferring Improved Local Kernel Design in Multi-Source Bayesian Transfer Learning, with an application in Air Pollution Monitoring in India.
    Praha: ÚTIA AV ČR, v.v.i.,, 2021. 19 s. Research Report, 2392.
    R&D Projects: GA ČR(CZ) GA18-15970S
    Institutional support: RVO:67985556
    Keywords : fully probabilistic methods * Bayesian Transfer Learning algorithm * Gaussian Process * Intrinsic Coregionalization Model * pollution modelling
    OECD category: Applied mathematics
    http://library.utia.cas.cz/separaty/2021/AS/quinn-0550881.pdf
    Permanent Link: http://hdl.handle.net/11104/0326186
     
     
  3. 3.
    0549265 - ÚTIA 2022 CZ eng V - Research Report
    Žemlička, R. - Dedecius, Kamil
    Distributed Sequential Zero-Inflated Poisson Regression.
    Praha: ÚTIA AV ČR, v.v.i.,, 2021. 11 s. Research Report, 2393.
    Institutional support: RVO:67985556
    Keywords : Poisson regression * zero inflation * GLM
    OECD category: Applied mathematics
    http://library.utia.cas.cz/separaty/2021/AS/dedecius-0549265.pdf
    Permanent Link: http://hdl.handle.net/11104/0325721
     
     
  4. 4.
    0538247 - ÚTIA 2021 CZ eng V - Research Report
    Barber, Alec - Quinn, Anthony
    Bayesian transfer learning between autoregressive inference tasks.
    Praha: ÚTIA AV ČR, 2020. Research Report, 2389.
    R&D Projects: GA ČR(CZ) GA18-15970S
    Institutional support: RVO:67985556
    Keywords : autoregression * transfer learning * Fully Probabilistic Design * FPD * food-commodities price prediction
    OECD category: Applied mathematics
    http://library.utia.cas.cz/separaty/2021/AS/quinn-0538247.pdf
    Permanent Link: http://hdl.handle.net/11104/0316079
     
     
  5. 5.
    0538241 - ÚTIA 2021 CZ eng V - Research Report
    Murray, Sean Ernest - Quinn, Anthony
    Bayesian Selective Transfer Learning for Patient-Specific Inference in Thyroid Radiotherapy.
    Praha: ÚTIA AV ČR, 2020. Research Report, 2388.
    R&D Projects: GA ČR(CZ) GA18-15970S
    Institutional support: RVO:67985556
    Keywords : Bayesian estimation * thyroid carcinoma * patient-specific inferences
    OECD category: Applied mathematics
    http://library.utia.cas.cz/separaty/2021/AS/quinn-0538241.pdf
    Permanent Link: http://hdl.handle.net/11104/0316080
     
     
  6. 6.
    0537125 - ÚTIA 2021 CZ eng V - Research Report
    Švorc, Jan - Vomlel, Jiří
    Subjective well-being and the individual material situation in Central Europe: A Bayesian network approach.
    Praha: ÚTIA AV ČR, 2020. 33 s. Research Report, 2387.
    R&D Projects: GA ČR GA17-08182S
    Grant - others: GA ČR(CZ) GA19-06569S
    Program: GA
    Institutional support: RVO:67985556
    Keywords : Subjective Well-Being * Income * Economic Strain * Material Deprivation * Bayesian Networks * Central Europe
    OECD category: Statistics and probability
    http://library.utia.cas.cz/separaty/2020/MTR/svorc-0537125.pdf
    Permanent Link: http://hdl.handle.net/11104/0314873
     
     
  7. 7.
    0532023 - ÚTIA 2021 CZ cze V - Research Report
    Podlesna, Yana - Kárný, Miroslav
    Kombinace prediktorů v odhadování parametrů.
    [Mixing of Predictors in Parameter Estimation.]
    Praha: ÚTIA AV ČR, 2020. 32 s. Research Report, 2385.
    R&D Projects: GA MŠk(CZ) LTC18075
    Institutional support: RVO:67985556
    Keywords : curse of dimensionality * Bayesian estimation * prediction * Markov decision process * decision making
    Subject RIV: BC - Control Systems Theory
    http://library.utia.cas.cz/separaty/2020/AS/karny-0532023.pdf
    Permanent Link: http://hdl.handle.net/11104/0310636
     
     
  8. 8.
    0532021 - ÚTIA 2021 CZ cze V - Research Report
    Siváková, Tereza - Kárný, Miroslav
    Algoritmický výběr dosažitelných preferencí.
    [Algorithmic Selection of Feasible Preferences.]
    Praha: ÚTIA AV ČR, 2019. 39 s. Research Report, 2384.
    R&D Projects: GA MŠk(CZ) LTC18075
    Institutional support: RVO:67985556
    Keywords : decision-making * probabilistic policies * quantification of aims
    Subject RIV: BC - Control Systems Theory
    http://library.utia.cas.cz/separaty/2020/AS/karny-0532021.pdf
    Permanent Link: http://hdl.handle.net/11104/0310634
     
     
  9. 9.
    0531426 - ÚTIA 2021 CZ eng V - Research Report
    Ulrych, Lukáš - Šmídl, Václav
    DEnFi: Deep Ensemble Filter for Active Learning.
    Prague: ÚTIA AV ČR, v.v.i, 2020. 10 s. Research Report, 2383.
    R&D Projects: GA ČR GA18-21409S
    Institutional support: RVO:67985556
    Keywords : Deep Ensembles * uncertainty * neural networks
    OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
    http://library.utia.cas.cz/separaty/2020/AS/smidl-0531426.pdf
    Permanent Link: http://hdl.handle.net/11104/0310095
     
     
  10. 10.
    0522787 - ÚTIA 2020 RIV CZ cze V - Research Report
    Schier, Jan
    Technická zpráva o snı́mánı́, aplikacı́ch a knihovnách pro zpracovánı́ multispektrálnı́ho obrazu.
    [Technical report on multispectral imaging, multispectral applications and on libraries for multispectral/hyperspectral image processing.]
    Praha: ÚTIA AV ČR, 2019. 10 s.
    R&D Projects: GA TA ČR TH03010330
    Institutional support: RVO:67985556
    Keywords : Hyperspectral imaging * Hyperspectral imaging applications * Software libraries for hyperspectral image processing
    OECD category: Communication engineering and systems
    http://library.utia.cas.cz/separaty/2020/ZOI/schier-0522787.pdf
    Permanent Link: http://hdl.handle.net/11104/0307293