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@article{DBLP:journals/access/JungKJSHBJ23,
author = {Kwang{-}Woo Jung and
Jaeoh Kim and
Ho{-}Jin Jung and
Seung{-}Won Seo and
Jiman Hong and
Hyoung{-}Woo Bai and
Seongil Jo},
title = {Curve Fitting Algorithm of Functional Radiation-Response Data Using
Bayesian Hierarchical Gaussian Process Regression Model},
journal = {{IEEE} Access},
volume = {11},
pages = {7109--7116},
year = {2023},
url = {https://doi.org/10.1109/ACCESS.2023.3237395},
doi = {10.1109/ACCESS.2023.3237395},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/JungKJSHBJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-14749,
author = {Nastaran Dabiran and
Brandon Robinson and
Rimple Sandhu and
Mohammad Khalil and
Chris L. Pettit and
Dominique Poirel and
Abhijit Sarkar},
title = {Exploring hierarchical framework of nonlinear sparse Bayesian learning
algorithm through numerical investigations},
journal = {CoRR},
volume = {abs/2310.14749},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.14749},
doi = {10.48550/ARXIV.2310.14749},
eprinttype = {arXiv},
eprint = {2310.14749},
timestamp = {Mon, 30 Oct 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-14749.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/GjoreskiKB22,
author = {Martin Gjoreski and
Vladimir Kuzmanovski and
Marko Bohanec},
title = {{BAG-DSM:} {A} Method for Generating Alternatives for Hierarchical
Multi-Attribute Decision Models Using Bayesian Optimization},
journal = {Algorithms},
volume = {15},
number = {6},
pages = {197},
year = {2022},
url = {https://doi.org/10.3390/a15060197},
doi = {10.3390/A15060197},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/GjoreskiKB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/LiLYZ22,
author = {Kun Li and
Kai Li and
Xingyao Yin and
Zhaoyun Zong},
title = {Hierarchical Bayesian Probabilistic Seismic {AVO} Inversion Using
Gibbs Sampling With {IA2RMS} Algorithm},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {19},
pages = {1--5},
year = {2022},
url = {https://doi.org/10.1109/LGRS.2022.3181816},
doi = {10.1109/LGRS.2022.3181816},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/LiLYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/RezapourK20,
author = {Mahdi Rezapour and
Khaled Ksaibati},
title = {Two-Component Bayesian Hierarchical Models for Cost-Benefit Analysis
of Traffic Barrier Crash Count},
journal = {Algorithms},
volume = {13},
number = {8},
pages = {179},
year = {2020},
url = {https://doi.org/10.3390/a13080179},
doi = {10.3390/A13080179},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/RezapourK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/RezapourK20a,
author = {Mahdi Rezapour and
Khaled Ksaibati},
title = {Application of Bayesian Hierarchical Negative Binomial Finite Mixture
Model for Cost-Benefit Analysis of Barriers Optimization, Accounting
for Severe Heterogeneity},
journal = {Algorithms},
volume = {13},
number = {11},
pages = {288},
year = {2020},
url = {https://doi.org/10.3390/a13110288},
doi = {10.3390/A13110288},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/algorithms/RezapourK20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isdmci/LurieLOVWBZS20,
author = {Iryna Lurie and
Volodymyr Lytvynenko and
Serge Olszewski and
Mariia Voronenko and
Waldemar W{\'{o}}icik and
Oleg Boskin and
Ulzhalgas Zhunissova and
Michael Sherstiuk},
editor = {Sergii Babichev and
Volodymyr Lytvynenko and
Waldemar W{\'{o}}jcik and
Svetlana Vyshemyrskaya},
title = {Application of Inductive Bayesian Hierarchical Clustering Algorithm
to Identify Brain Tumors},
booktitle = {Lecture Notes in Computational Intelligence and Decision Making -
Proceedings of the 2020 International Scientific Conference "Intellectual
Systems of Decision-making and Problems of Computational Intelligence",
{ISDMCI} 2020, Kherson, Ukraine, May 25-29, 2020},
series = {Advances in Intelligent Systems and Computing},
volume = {1246},
pages = {567--584},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-54215-3\_36},
doi = {10.1007/978-3-030-54215-3\_36},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isdmci/LurieLOVWBZS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/algorithms/SunZLM19,
author = {Yunshan Sun and
Liyi Zhang and
Yanqin Li and
Juan Meng},
title = {A Novel Blind Restoration and Reconstruction Approach for {CT} Images
Based on Sparse Representation and Hierarchical Bayesian-MAP},
journal = {Algorithms},
volume = {12},
number = {8},
pages = {174},
year = {2019},
url = {https://doi.org/10.3390/a12080174},
doi = {10.3390/A12080174},
timestamp = {Sat, 07 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/algorithms/SunZLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/XingLDZMLZDZHXF19,
author = {Luqi Xing and
Xuejian Li and
Huaqiang Du and
Guomo Zhou and
Fangjie Mao and
Tengyan Liu and
Junlong Zheng and
Luofan Dong and
Meng Zhang and
Ning Han and
Xiaojun Xu and
Weiliang Fan and
Dien Zhu},
title = {Assimilating Multiresolution Leaf Area Index of Moso Bamboo Forest
from {MODIS} Time Series Data Based on a Hierarchical Bayesian Network
Algorithm},
journal = {Remote. Sens.},
volume = {11},
number = {1},
pages = {56},
year = {2019},
url = {https://doi.org/10.3390/rs11010056},
doi = {10.3390/RS11010056},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/remotesensing/XingLDZMLZDZHXF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/CaiSN18,
author = {Chang Cai and
Kensuke Sekihara and
Srikantan S. Nagarajan},
title = {Hierarchical multiscale Bayesian algorithm for robust {MEG/EEG} source
reconstruction},
journal = {NeuroImage},
volume = {183},
pages = {698--715},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2018.07.056},
doi = {10.1016/J.NEUROIMAGE.2018.07.056},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/CaiSN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/JanikowH17,
author = {Cezary Z. Janikow and
Mark Hauschild},
editor = {Peter A. N. Bosman},
title = {Automatic generation of domain-specific genetic algorithm operators
using the hierarchical bayesian optimization algorithm},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference,
{GECCO} 2017, Berlin, Germany, July 15-19, 2017},
pages = {801--808},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3071178.3071331},
doi = {10.1145/3071178.3071331},
timestamp = {Tue, 06 Nov 2018 11:06:34 +0100},
biburl = {https://dblp.org/rec/conf/gecco/JanikowH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ner/CaiSN17,
author = {Chang Cai and
Kensuke Sekihara and
Srikantan S. Nagarajan},
title = {Hierarchical multiscale Bayesian algorithms for biomagnetic brain
imaging},
booktitle = {8th International {IEEE/EMBS} Conference on Neural Engineering, {NER}
2017, Shanghai, China, May 25-28, 2017},
pages = {142--145},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/NER.2017.8008312},
doi = {10.1109/NER.2017.8008312},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/ner/CaiSN17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/YuSC16,
author = {Jiyang Yu and
Jos{\'{e}} Silva and
Andrea Califano},
title = {ScreenBEAM: a novel meta-analysis algorithm for functional genomics
screens via Bayesian hierarchical modeling},
journal = {Bioinform.},
volume = {32},
number = {2},
pages = {260--267},
year = {2016},
url = {https://doi.org/10.1093/bioinformatics/btv556},
doi = {10.1093/BIOINFORMATICS/BTV556},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/YuSC16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/YamashitaSAAIS16,
author = {Okito Yamashita and
Takeaki Shimokawa and
Ryota Aisu and
Takashi Amita and
Yoshihiro Inoue and
Masa{-}aki Sato},
title = {Multi-subject and multi-task experimental validation of the hierarchical
Bayesian diffuse optical tomography algorithm},
journal = {NeuroImage},
volume = {135},
pages = {287--299},
year = {2016},
url = {https://doi.org/10.1016/j.neuroimage.2016.04.068},
doi = {10.1016/J.NEUROIMAGE.2016.04.068},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/YamashitaSAAIS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/GiriR15,
author = {Ritwik Giri and
Bhaskar D. Rao},
editor = {Michael B. Matthews},
title = {Hierarchical Bayesian formulation of Sparse Signal Recovery algorithms
using scale mixture priors},
booktitle = {49th Asilomar Conference on Signals, Systems and Computers, {ACSSC}
2015, Pacific Grove, CA, USA, November 8-11, 2015},
pages = {67--71},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ACSSC.2015.7421083},
doi = {10.1109/ACSSC.2015.7421083},
timestamp = {Wed, 16 Oct 2019 14:14:57 +0200},
biburl = {https://dblp.org/rec/conf/acssc/GiriR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taes/BidonBT11,
author = {St{\'{e}}phanie Bidon and
Olivier Besson and
Jean{-}Yves Tourneret},
title = {Knowledge-Aided {STAP} in Heterogeneous Clutter using a Hierarchical
Bayesian Algorithm},
journal = {{IEEE} Trans. Aerosp. Electron. Syst.},
volume = {47},
number = {3},
pages = {1863--1879},
year = {2011},
url = {https://doi.org/10.1109/TAES.2011.5937270},
doi = {10.1109/TAES.2011.5937270},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taes/BidonBT11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wcsp/XuZZY11,
author = {Xiaorong Xu and
Jianwu Zhang and
Baoyu Zheng and
Junrong Yan},
title = {A sparse reconstruction algorithm with hierarchical Bayesian analysis
for wideband spectrum detection},
booktitle = {2011 International Conference on Wireless Communications {\&}
Signal Processing, {WCSP} 2011, Nanjing, China, November 9-11, 2011},
pages = {1--5},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/WCSP.2011.6096723},
doi = {10.1109/WCSP.2011.6096723},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/wcsp/XuZZY11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jstsp/EchesDT10,
author = {Olivier Eches and
Nicolas Dobigeon and
Jean{-}Yves Tourneret},
title = {Estimating the Number of Endmembers in Hyperspectral Images Using
the Normal Compositional Model and a Hierarchical Bayesian Algorithm},
journal = {{IEEE} J. Sel. Top. Signal Process.},
volume = {4},
number = {3},
pages = {582--591},
year = {2010},
url = {https://doi.org/10.1109/JSTSP.2009.2038212},
doi = {10.1109/JSTSP.2009.2038212},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jstsp/EchesDT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sbrn/MendozaW10,
author = {M. R. Mendoza and
Adriano Velasque Werhli},
editor = {Teresa Bernarda Ludermir and
Karla Figueiredo and
Carlos E. Thomaz},
title = {Inferring Genetic Regulatory Networks with an Hierarchical Bayesian
Model and a Parallel Sampling Algorithm},
booktitle = {11th Brazilian Symposium on Neural Networks {(SBRN} 2010), Sao Paulo,
23-28 October, 2010},
pages = {91--96},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/SBRN.2010.24},
doi = {10.1109/SBRN.2010.24},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sbrn/MendozaW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijebm/LiawKC08,
author = {Chih{-}Yi Liaw and
Ling{-}Jing Kao and
Chih{-}Chou Chiu},
title = {Hierarchical Bayesian Approach and Genetic Algorithm in Illustrating
Customer Preference and Market Segmentation},
journal = {Int. J. Electron. Bus. Manag.},
volume = {6},
number = {4},
pages = {203--212},
year = {2008},
url = {http://ijebm.ie.nthu.edu.tw/IJEBM\_Web/IJEBM\_static/Paper-V6\_N4/A03-Hierarchical\%20Bayesian\%20Approach.pdf},
timestamp = {Mon, 28 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijebm/LiawKC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/umcs/Piasecki08,
author = {Wieslaw Piasecki},
title = {Enhancement of Multiobjective Hierarchical Bayesian Optimization Algorithm
using Sporadic Model Building},
journal = {Ann. {UMCS} Informatica},
volume = {8},
number = {1},
pages = {23--30},
year = {2008},
url = {https://doi.org/10.2478/v10065-008-0003-7},
doi = {10.2478/V10065-008-0003-7},
timestamp = {Fri, 11 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/umcs/Piasecki08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isda/ChristTM07,
author = {Rafael Eduardo Ruviaro Christ and
Edwin Villanueva Talavera and
Carlos Dias Maciel},
editor = {Luiza de Macedo Mourelle and
Nadia Nedjah and
Janusz Kacprzyk and
Ajith Abraham},
title = {Gaussian Hierarchical Bayesian Clustering Algorithm},
booktitle = {Seventh International Conference on Intelligent Systems Design and
Applications, {ISDA} 2007, Rio de Janeiro, Brazil, October 20-24,
2007},
pages = {133--137},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ISDA.2007.85},
doi = {10.1109/ISDA.2007.85},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isda/ChristTM07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/PelikanHL07,
author = {Martin Pelikan and
Alexander K. Hartmann and
Tz{-}Kai Lin},
editor = {Fernando G. Lobo and
Cl{\'{a}}udio F. Lima and
Zbigniew Michalewicz},
title = {Parameter-less Hierarchical Bayesian Optimization Algorithm},
booktitle = {Parameter Setting in Evolutionary Algorithms},
series = {Studies in Computational Intelligence},
volume = {54},
pages = {225--239},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-69432-8\_11},
doi = {10.1007/978-3-540-69432-8\_11},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/PelikanHL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/PelikanG06,
author = {Martin Pelikan and
David E. Goldberg},
editor = {Martin Pelikan and
Kumara Sastry and
Erick Cant{\'{u}}{-}Paz},
title = {Hierarchical Bayesian Optimization Algorithm},
booktitle = {Scalable Optimization via Probabilistic Modeling},
series = {Studies in Computational Intelligence},
volume = {33},
pages = {63--90},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/978-3-540-34954-9\_4},
doi = {10.1007/978-3-540-34954-9\_4},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/sci/PelikanG06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:books/sp/Pelikan05,
author = {Martin Pelikan},
title = {Hierarchical Bayesian Optimization Algorithm - Toward a new Generation
of Evolutionary Algorithms},
series = {Studies in Fuzziness and Soft Computing},
volume = {170},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/b10910},
doi = {10.1007/B10910},
isbn = {978-3-540-23774-7},
timestamp = {Tue, 16 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/books/sp/Pelikan05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aipr/GuvenYIC05,
author = {Murat Guven and
Birsen Yazici and
Xavier Intes and
Britton Chance},
title = {Hierarchical Bayesian Algorithm for Diffuse Optical Tomography},
booktitle = {34th Applied Image Pattern Recognition Workshop {(AIPR} 2005), 19-21
October 2005, Washington, DC, USA, Proceedings},
pages = {140--145},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/AIPR.2005.30},
doi = {10.1109/AIPR.2005.30},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aipr/GuvenYIC05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sara/GellyBS05,
author = {Sylvain Gelly and
Nicolas Bred{\`{e}}che and
Mich{\`{e}}le Sebag},
editor = {Jean{-}Daniel Zucker and
Lorenza Saitta},
title = {From Factorial and Hierarchical {HMM} to Bayesian Network: {A} Representation
Change Algorithm},
booktitle = {Abstraction, Reformulation and Approximation, 6th International Symposium,
{SARA} 2005, Airth Castle, Scotland, UK, July 26-29, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3607},
pages = {107--120},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11527862\_8},
doi = {10.1007/11527862\_8},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/sara/GellyBS05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/gecco/PelikanG00,
author = {Martin Pelikan and
David E. Goldberg},
editor = {L. Darrell Whitley and
David E. Goldberg and
Erick Cant{\'{u}}{-}Paz and
Lee Spector and
Ian C. Parmee and
Hans{-}Georg Beyer},
title = {Hierarchical Problem Solving and the Bayesian Optimization Algorithm},
booktitle = {Proceedings of the Genetic and Evolutionary Computation Conference
{(GECCO} '00), Las Vegas, Nevada, USA, July 8-12, 2000},
pages = {267--274},
publisher = {Morgan Kaufmann},
year = {2000},
timestamp = {Wed, 21 Jul 2004 09:29:17 +0200},
biburl = {https://dblp.org/rec/conf/gecco/PelikanG00.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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