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@article{DBLP:journals/jbd/AlsmadiAJAAAAAS24,
author = {Mutasem K. Alsmadi and
Malek Alzaqebah and
Sana Jawarneh and
Ibrahim Almarashdeh and
Mohammed Azmi Al{-}Betar and
Maram Al{-}Wohaibi and
Noha A. Al{-}Mulla and
Eman AE Ahmed and
Ahmad Al Smadi},
title = {Hybrid topic modeling method based on dirichlet multinomial mixture
and fuzzy match algorithm for short text clustering},
journal = {J. Big Data},
volume = {11},
number = {1},
pages = {68},
year = {2024},
url = {https://doi.org/10.1186/s40537-024-00930-9},
doi = {10.1186/S40537-024-00930-9},
timestamp = {Mon, 13 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbd/AlsmadiAJAAAAAS24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcam/AghabazazKN24,
author = {Zeynab Aghabazaz and
Iraj Kazemi and
Alireza Nematollahi},
title = {Dynamic mixed models with heterogeneous covariance components using
multivariate {GARCH} innovations and the Dirichlet process mixture},
journal = {J. Comput. Appl. Math.},
volume = {438},
pages = {115579},
year = {2024},
url = {https://doi.org/10.1016/j.cam.2023.115579},
doi = {10.1016/J.CAM.2023.115579},
timestamp = {Tue, 28 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcam/AghabazazKN24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kais/AgarwalSA24,
author = {Neha Agarwal and
Geeta Sikka and
Lalit Kumar Awasthi},
title = {Integrating semantic similarity with Dirichlet multinomial mixture
model for enhanced web service clustering},
journal = {Knowl. Inf. Syst.},
volume = {66},
number = {4},
pages = {2327--2353},
year = {2024},
url = {https://doi.org/10.1007/s10115-023-02034-x},
doi = {10.1007/S10115-023-02034-X},
timestamp = {Sun, 14 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/kais/AgarwalSA24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/midm/CardosoDBSM24,
author = {Pedro Cardoso and
John M. Dennis and
Jack Bowden and
Beverley M. Shields and
Trevelyan J. McKinley},
title = {Dirichlet process mixture models to impute missing predictor data
in counterfactual prediction models: an application to predict optimal
type 2 diabetes therapy},
journal = {{BMC} Medical Informatics Decis. Mak.},
volume = {24},
number = {1},
pages = {12},
year = {2024},
url = {https://doi.org/10.1186/s12911-023-02400-3},
doi = {10.1186/S12911-023-02400-3},
timestamp = {Tue, 23 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/midm/CardosoDBSM24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ploscb/DallOlioSTTBSEMMCSPGHBC24,
author = {Daniele Dall'Olio and
Eric Str{\"{a}}ng and
Amin T. Turki and
Jesse M. Tettero and
Martje Barbus and
Renate Schulze{-}Rath and
Javier Martinez Elicegui and
Tommaso Matteuzzi and
Alessandra Merlotti and
Luciana Carota and
Claudia Sala and
Matteo G. Della Porta and
Enrico Giampieri and
Jes{\'{u}}s Mar{\'{\i}}a Hern{\'{a}}ndez{-}Rivas and
Lars Bullinger and
Gastone C. Castellani},
title = {Covering Hierarchical Dirichlet Mixture Models on binary data to enhance
genomic stratifications in onco-hematology},
journal = {PLoS Comput. Biol.},
volume = {20},
number = {2},
year = {2024},
url = {https://doi.org/10.1371/journal.pcbi.1011299},
doi = {10.1371/JOURNAL.PCBI.1011299},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ploscb/DallOlioSTTBSEMMCSPGHBC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/JungKK24,
author = {Junsub Jung and
Sungil Kim and
Heeyoung Kim},
title = {Spatially-correlated time series clustering using location-dependent
Dirichlet process mixture model},
journal = {Stat. Anal. Data Min.},
volume = {17},
number = {1},
year = {2024},
url = {https://doi.org/10.1002/sam.11649},
doi = {10.1002/SAM.11649},
timestamp = {Fri, 17 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/JungKK24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/LiLGHE24,
author = {Ze{-}Chen Li and
Heng{-}Chao Li and
Gui Gao and
Wen Hong and
William J. Emery},
title = {Unsupervised Classification for Multilook Polarimetric {SAR} Images
via Double Dirichlet Process Mixture Model},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {62},
pages = {1--16},
year = {2024},
url = {https://doi.org/10.1109/TGRS.2024.3374961},
doi = {10.1109/TGRS.2024.3374961},
timestamp = {Sat, 04 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/LiLGHE24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2401-00773,
author = {Dongwook Kim and
Juyeon Park and
Hee Cheol Chung and
Seonghyun Jeong},
title = {Unsupervised Outlier Detection using Random Subspace and Subsampling
Ensembles of Dirichlet Process Mixtures},
journal = {CoRR},
volume = {abs/2401.00773},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.00773},
doi = {10.48550/ARXIV.2401.00773},
eprinttype = {arXiv},
eprint = {2401.00773},
timestamp = {Mon, 15 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-00773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06160,
author = {Jongha Jon Ryu and
Maohao Shen and
Soumya Ghosh and
Yuheng Bu and
Prasanna Sattigeri and
Subhro Das and
Gregory W. Wornell},
title = {Improved Evidential Deep Learning via a Mixture of Dirichlet Distributions},
journal = {CoRR},
volume = {abs/2402.06160},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06160},
doi = {10.48550/ARXIV.2402.06160},
eprinttype = {arXiv},
eprint = {2402.06160},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-12158,
author = {Samyajoy Pal and
Christian Heumann},
title = {Variational Approach for Efficient {KL} Divergence Estimation in Dirichlet
Mixture Models},
journal = {CoRR},
volume = {abs/2403.12158},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.12158},
doi = {10.48550/ARXIV.2403.12158},
eprinttype = {arXiv},
eprint = {2403.12158},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-12158.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/AlkhawajaB23,
author = {Fares Alkhawaja and
Nizar Bouguila},
title = {Unsupervised nested Dirichlet finite mixture model for clustering},
journal = {Appl. Intell.},
volume = {53},
number = {21},
pages = {25232--25258},
year = {2023},
url = {https://doi.org/10.1007/s10489-023-04888-8},
doi = {10.1007/S10489-023-04888-8},
timestamp = {Thu, 09 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/AlkhawajaB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/JeongCK23,
author = {Kuhwan Jeong and
Minwoo Chae and
Yongdai Kim},
title = {Online learning for the Dirichlet process mixture model via weakly
conjugate approximation},
journal = {Comput. Stat. Data Anal.},
volume = {179},
pages = {107626},
year = {2023},
url = {https://doi.org/10.1016/j.csda.2022.107626},
doi = {10.1016/J.CSDA.2022.107626},
timestamp = {Fri, 20 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/JeongCK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/BilanciaNMP23,
author = {Massimo Bilancia and
Michele Di Nanni and
Fabio Manca and
Gianvito Pio},
title = {Variational Bayes estimation of hierarchical Dirichlet-multinomial
mixtures for text clustering},
journal = {Comput. Stat.},
volume = {38},
number = {4},
pages = {2015--2051},
year = {2023},
url = {https://doi.org/10.1007/s00180-023-01350-8},
doi = {10.1007/S00180-023-01350-8},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cstat/BilanciaNMP23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/AgarwalSA23,
author = {Neha Agarwal and
Geeta Sikka and
Lalit Kumar Awasthi},
title = {{WGSDMM+GA:} {A} genetic algorithm-based service clustering methodology
assimilating dirichlet multinomial mixture model with word embedding},
journal = {Future Gener. Comput. Syst.},
volume = {145},
pages = {254--266},
year = {2023},
url = {https://doi.org/10.1016/j.future.2023.03.028},
doi = {10.1016/J.FUTURE.2023.03.028},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/fgcs/AgarwalSA23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/GuoYMLW23,
author = {Zhenyu Guo and
Jie Yuan and
Shengshan Ma and
Zhonghua Li and
Qiong Wu},
title = {Self-coloring-Driven Plume Source Localization Strategy for Multiple
Robots Using Dirichlet Process Gaussian Mixture Model and Mutation
Random Salp Swarm Algorithm},
journal = {Neural Process. Lett.},
volume = {55},
number = {8},
pages = {10331--10351},
year = {2023},
url = {https://doi.org/10.1007/s11063-023-11329-7},
doi = {10.1007/S11063-023-11329-7},
timestamp = {Wed, 06 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/npl/GuoYMLW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/LiM23,
author = {Tao Li and
Jinwen Ma},
title = {Dirichlet process mixture of Gaussian process functional regressions
and its variational {EM} algorithm},
journal = {Pattern Recognit.},
volume = {134},
pages = {109129},
year = {2023},
url = {https://doi.org/10.1016/j.patcog.2022.109129},
doi = {10.1016/J.PATCOG.2022.109129},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/LiM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/WangCD23,
author = {Zhi Wang and
Chunlin Chen and
Daoyi Dong},
title = {A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong
Reinforcement Learning},
journal = {{IEEE} Trans. Cybern.},
volume = {53},
number = {12},
pages = {7509--7520},
year = {2023},
url = {https://doi.org/10.1109/TCYB.2022.3170485},
doi = {10.1109/TCYB.2022.3170485},
timestamp = {Sun, 10 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/WangCD23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tie/WeiCCWS23,
author = {Songlin Wei and
Guodong Chen and
Wenzheng Chi and
Zhenhua Wang and
Lining Sun},
title = {Object Clustering With Dirichlet Process Mixture Model for Data Association
in Monocular {SLAM}},
journal = {{IEEE} Trans. Ind. Electron.},
volume = {70},
number = {1},
pages = {594--603},
year = {2023},
url = {https://doi.org/10.1109/TIE.2022.3146553},
doi = {10.1109/TIE.2022.3146553},
timestamp = {Thu, 02 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tie/WeiCCWS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/geoai/0002YZKT23,
author = {Ziyue Li and
Hao Yan and
Chen Zhang and
Wolfgang Ketter and
Fugee Tsung},
editor = {Shawn D. Newsam and
Lexie Yang and
Gengchen Mai and
Bruno Martins and
Dalton D. Lunga and
Song Gao},
title = {Tensor Dirichlet Process Multinomial Mixture Model with Graphs for
Passenger Trajectory Clustering},
booktitle = {Proceedings of the 6th {ACM} {SIGSPATIAL} International Workshop on
{AI} for Geographic Knowledge Discovery, GeoAI 2023, Hamburg, Germany,
13 November 2023},
pages = {121--128},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3615886.3627749},
doi = {10.1145/3615886.3627749},
timestamp = {Fri, 01 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/geoai/0002YZKT23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/LiWLBHCH23,
author = {Mark Junjie Li and
Rui Wang and
Jun Li and
Xianyu Bao and
Jueying He and
Jiayao Chen and
Lijuan He},
editor = {Biao Luo and
Long Cheng and
Zheng{-}Guang Wu and
Hongyi Li and
Chaojie Li},
title = {Topic Modeling for Short Texts via Adaptive P{\textdollar}{\textbackslash}acute\{o\}{\textdollar}lya
Urn Dirichlet Multinomial Mixture},
booktitle = {Neural Information Processing - 30th International Conference, {ICONIP}
2023, Changsha, China, November 20-23, 2023, Proceedings, Part {XIV}},
series = {Communications in Computer and Information Science},
volume = {1968},
pages = {364--376},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-981-99-8181-6\_28},
doi = {10.1007/978-981-99-8181-6\_28},
timestamp = {Tue, 28 Nov 2023 09:37:47 +0100},
biburl = {https://dblp.org/rec/conf/iconip/LiWLBHCH23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ictai/BreguB23,
author = {Ornela Bregu and
Nizar Bouguila},
title = {Unsupervised Learning of Dirichlet Compound Negative Multinomial Mixture
Model using Minorization-Maximization Approach},
booktitle = {35th {IEEE} International Conference on Tools with Artificial Intelligence,
{ICTAI} 2023, Atlanta, GA, USA, November 6-8, 2023},
pages = {491--495},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICTAI59109.2023.00078},
doi = {10.1109/ICTAI59109.2023.00078},
timestamp = {Tue, 09 Jan 2024 16:43:57 +0100},
biburl = {https://dblp.org/rec/conf/ictai/BreguB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-13794,
author = {Ziyue Li and
Hao Yan and
Chen Zhang and
Andi Wang and
Wolfgang Ketter and
Lijun Sun and
Fugee Tsung},
title = {Tensor Dirichlet Process Multinomial Mixture Model for Passenger Trajectory
Clustering},
journal = {CoRR},
volume = {abs/2306.13794},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.13794},
doi = {10.48550/ARXIV.2306.13794},
eprinttype = {arXiv},
eprint = {2306.13794},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-13794.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-04201,
author = {Francesco Camaglia and
Ilya Nemenman and
Thierry Mora and
Aleksandra M. Walczak},
title = {Bayesian estimation of the Kullback-Leibler divergence for categorical
sytems using mixtures of Dirichlet priors},
journal = {CoRR},
volume = {abs/2307.04201},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.04201},
doi = {10.48550/ARXIV.2307.04201},
eprinttype = {arXiv},
eprint = {2307.04201},
timestamp = {Thu, 27 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-04201.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-20224,
author = {Ziyue Li and
Hao Yan and
Chen Zhang and
Lijun Sun and
Wolfgang Ketter and
Fugee Tsung},
title = {Choose {A} Table: Tensor Dirichlet Process Multinomial Mixture Model
with Graphs for Passenger Trajectory Clustering},
journal = {CoRR},
volume = {abs/2310.20224},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.20224},
doi = {10.48550/ARXIV.2310.20224},
eprinttype = {arXiv},
eprint = {2310.20224},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-20224.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-11169,
author = {Reda Khoufache and
Mustapha Lebbah and
Hanene Azzag and
{\'{E}}tienne Goffinet and
Djamel Bouchaffra},
title = {Distributed Collapsed Gibbs Sampler for Dirichlet Process Mixture
Models in Federated Learning},
journal = {CoRR},
volume = {abs/2312.11169},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.11169},
doi = {10.48550/ARXIV.2312.11169},
eprinttype = {arXiv},
eprint = {2312.11169},
timestamp = {Tue, 09 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-11169.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/KarakocaKG22,
author = {Erhan Karakoca and
G{\"{u}}nes Karabulut Kurt and
Ali G{\"{o}}r{\c{c}}in},
title = {Hierarchical Dirichlet Process Based Gamma Mixture Modeling for Terahertz
Band Wireless Communication Channels},
journal = {{IEEE} Access},
volume = {10},
pages = {84635--84647},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3197603},
doi = {10.1109/ACCESS.2022.3197603},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/KarakocaKG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/OsmalaEL22,
author = {Maria Osmala and
G{\"{o}}kcen Eraslan and
Harri L{\"{a}}hdesm{\"{a}}ki},
title = {ChromDMM: a Dirichlet-multinomial mixture model for clustering heterogeneous
epigenetic data},
journal = {Bioinform.},
volume = {38},
number = {16},
pages = {3863--3870},
year = {2022},
url = {https://doi.org/10.1093/bioinformatics/btac444},
doi = {10.1093/BIOINFORMATICS/BTAC444},
timestamp = {Sat, 13 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/OsmalaEL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/BaghdadiMPFB22,
author = {Ali Baghdadi and
Narges Manouchehri and
Zachary Patterson and
Wentao Fan and
Nizar Bouguila},
title = {Hierarchical Dirichlet and Pitman-Yor process mixtures of shifted-scaled
Dirichlet distributions for proportional data modeling},
journal = {Comput. Intell.},
volume = {38},
number = {6},
pages = {2095--2115},
year = {2022},
url = {https://doi.org/10.1111/coin.12558},
doi = {10.1111/COIN.12558},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ci/BaghdadiMPFB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/BurhanuddinAI22,
author = {Nurul Afiqah Burhanuddin and
Mohd Bakri Adam and
Kamarulzaman Ibrahim},
title = {Clustering with label constrained Dirichlet process mixture model},
journal = {Eng. Appl. Artif. Intell.},
volume = {107},
pages = {104543},
year = {2022},
url = {https://doi.org/10.1016/j.engappai.2021.104543},
doi = {10.1016/J.ENGAPPAI.2021.104543},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/BurhanuddinAI22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijis/LaiGLRPSMP22,
author = {Yuping Lai and
Wenbo Guan and
Lijuan Luo and
Qiang Ruan and
Yuan Ping and
Heping Song and
Hongying Meng and
Yu Pan},
title = {Extended variational inference for Dirichlet process mixture of Beta-Liouville
distributions for proportional data modeling},
journal = {Int. J. Intell. Syst.},
volume = {37},
number = {7},
pages = {4277--4306},
year = {2022},
url = {https://doi.org/10.1002/int.22721},
doi = {10.1002/INT.22721},
timestamp = {Sun, 03 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijis/LaiGLRPSMP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/HuSWDD22,
author = {Qiang Hu and
Jiaji Shen and
Kun Wang and
Junwei Du and
Yuyue Du},
title = {A Web service clustering method based on topic enhanced Gibbs sampling
algorithm for the Dirichlet Multinomial Mixture model and service
collaboration graph},
journal = {Inf. Sci.},
volume = {586},
pages = {239--260},
year = {2022},
url = {https://doi.org/10.1016/j.ins.2021.11.087},
doi = {10.1016/J.INS.2021.11.087},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isci/HuSWDD22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/CatalanoBLP22,
author = {Marta Catalano and
Pierpaolo De Blasi and
Antonio Lijoi and
Igor Pr{\"{u}}nster},
title = {Posterior Asymptotics for Boosted Hierarchical Dirichlet Process Mixtures},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {80:1--80:23},
year = {2022},
url = {http://jmlr.org/papers/v23/20-1474.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/CatalanoBLP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/puc/Sadohara22,
author = {Ken Sadohara},
title = {Activity discovery using Dirichlet multinomial mixture models from
discrete sensor data in smart homes},
journal = {Pers. Ubiquitous Comput.},
volume = {26},
number = {5},
pages = {1255--1279},
year = {2022},
url = {https://doi.org/10.1007/s00779-022-01686-w},
doi = {10.1007/S00779-022-01686-W},
timestamp = {Mon, 24 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/puc/Sadohara22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/symmetry/FerreiraBB22,
author = {Johannes T. Ferreira and
Tanita Botha and
Andri{\"{e}}tte Bekker},
title = {Tsallis and Other Generalised Entropy Forms Subject to Dirichlet Mixture
Priors},
journal = {Symmetry},
volume = {14},
number = {6},
pages = {1110},
year = {2022},
url = {https://doi.org/10.3390/sym14061110},
doi = {10.3390/SYM14061110},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/symmetry/FerreiraBB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/MaLXMKGY22,
author = {Zhanyu Ma and
Yuping Lai and
Jiyang Xie and
Deyu Meng and
W. Bastiaan Kleijn and
Jun Guo and
Jingyi Yu},
title = {Dirichlet Process Mixture of Generalized Inverted Dirichlet Distributions
for Positive Vector Data With Extended Variational Inference},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {33},
number = {11},
pages = {6089--6102},
year = {2022},
url = {https://doi.org/10.1109/TNNLS.2021.3072209},
doi = {10.1109/TNNLS.2021.3072209},
timestamp = {Sun, 13 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/MaLXMKGY22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/DinariF22,
author = {Or Dinari and
Oren Freifeld},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Sampling in Dirichlet Process Mixture Models for Clustering Streaming
Data},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {818--835},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/dinari22a.html},
timestamp = {Sat, 30 Sep 2023 09:34:08 +0200},
biburl = {https://dblp.org/rec/conf/aistats/DinariF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/WinterDF22,
author = {Vlad Winter and
Or Dinari and
Oren Freifeld},
editor = {Gustau Camps{-}Valls and
Francisco J. R. Ruiz and
Isabel Valera},
title = {Common Failure Modes of Subcluster-based Sampling in Dirichlet Process
Gaussian Mixture Models - and a Deep-learning Solution},
booktitle = {International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2022, 28-30 March 2022, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {151},
pages = {1432--1456},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v151/winter22a.html},
timestamp = {Fri, 20 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/WinterDF22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/CoorayLWLASHVM22,
author = {Navin Cooray and
Zhenglin Li and
Jinzhuo Wang and
Christine Lo and
Mahnaz Arvaneh and
Mkael Symmonds and
Michele T. M. Hu and
Maarten De Vos and
Lyudmila S. Mihaylova},
title = {Automated Movement Detection with Dirichlet Process Mixture Models
and Electromyography},
booktitle = {25th International Conference on Information Fusion, {FUSION} 2022,
Link{\"{o}}ping, Sweden, July 4-7, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://ieeexplore.ieee.org/document/9841235},
timestamp = {Fri, 12 Aug 2022 23:34:34 +0200},
biburl = {https://dblp.org/rec/conf/fusion/CoorayLWLASHVM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/CasadoP22,
author = {Ioar Casado and
Aritz P{\'{e}}rez},
editor = {Xingquan Zhu and
Sanjay Ranka and
My T. Thai and
Takashi Washio and
Xindong Wu},
title = {Dirichlet process mixture models for non-stationary data streams},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2022, Orlando,
FL, USA, November 28 - Dec. 1, 2022},
pages = {873--878},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ICDM54844.2022.00100},
doi = {10.1109/ICDM54844.2022.00100},
timestamp = {Thu, 02 Feb 2023 13:50:02 +0100},
biburl = {https://dblp.org/rec/conf/icdm/CasadoP22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiuZQ22,
author = {Weidong Liu and
Quanping Zhang and
Wenbo Qiao},
title = {Dirichlet Mixture Model of Hawkes Processes Based Patent User Role
Discovery Model},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892056},
doi = {10.1109/IJCNN55064.2022.9892056},
timestamp = {Mon, 10 Oct 2022 17:40:09 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiuZQ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ZhaoC22,
author = {Yijun Zhao and
Tanuja Chitnis},
title = {Dirichlet Mixture of Gaussian Processes with Split-kernel: An Application
to Predicting Disease Course in Multiple Sclerosis Patients},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892103},
doi = {10.1109/IJCNN55064.2022.9892103},
timestamp = {Mon, 10 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ZhaoC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscc/LuoQZFZZ22,
author = {Guojian Luo and
Jianfeng Qu and
Lina Zhang and
Xiaoyu Fang and
Yi Zhang and
Tong Zhou},
title = {Spatial-based Bayesian Hidden Markov Models with Dirichlet Mixtures
for Video Anomaly Detection},
booktitle = {{IEEE} Symposium on Computers and Communications, {ISCC} 2022, Rhodes,
Greece, June 30 - July 3, 2022},
pages = {1--6},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISCC55528.2022.9912983},
doi = {10.1109/ISCC55528.2022.9912983},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscc/LuoQZFZZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isie/BaghdadiMB22,
author = {Ali Baghdadi and
Narges Manouchehri and
Nizar Bouguila},
title = {A Hierarchical Pitman-Yor mixture of Scaled Dirichlet Distributions},
booktitle = {31st {IEEE} International Symposium on Industrial Electronics, {ISIE}
2022, Anchorage, AK, USA, June 1-3, 2022},
pages = {168--173},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ISIE51582.2022.9831530},
doi = {10.1109/ISIE51582.2022.9831530},
timestamp = {Wed, 03 Aug 2022 15:28:29 +0200},
biburl = {https://dblp.org/rec/conf/isie/BaghdadiMB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/MaanicshahAB22,
author = {Kamal Maanicshah and
Manar Amayri and
Nizar Bouguila},
editor = {Adam Krzyzak and
Ching Y. Suen and
Andrea Torsello and
Nicola Nobile},
title = {Interactive Generalized Dirichlet Mixture Allocation Model},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshops, {S+SSPR} 2022, Montreal, QC, Canada,
August 26-27, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13813},
pages = {33--42},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-23028-8\_4},
doi = {10.1007/978-3-031-23028-8\_4},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/sspr/MaanicshahAB22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/Li00X22,
author = {Naiqi Li and
Wenjie Li and
Yong Jiang and
Shu{-}Tao Xia},
editor = {James Cussens and
Kun Zhang},
title = {Deep Dirichlet process mixture models},
booktitle = {Uncertainty in Artificial Intelligence, Proceedings of the Thirty-Eighth
Conference on Uncertainty in Artificial Intelligence, {UAI} 2022,
1-5 August 2022, Eindhoven, The Netherlands},
series = {Proceedings of Machine Learning Research},
volume = {180},
pages = {1138--1147},
publisher = {{PMLR}},
year = {2022},
url = {https://proceedings.mlr.press/v180/li22c.html},
timestamp = {Sat, 15 Oct 2022 12:08:13 +0200},
biburl = {https://dblp.org/rec/conf/uai/Li00X22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13312,
author = {Or Dinari and
Oren Freifeld},
title = {Sampling in Dirichlet Process Mixture Models for Clustering Streaming
Data},
journal = {CoRR},
volume = {abs/2202.13312},
year = {2022},
url = {https://arxiv.org/abs/2202.13312},
eprinttype = {arXiv},
eprint = {2202.13312},
timestamp = {Wed, 02 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13312.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-02820,
author = {Kiran Mantripragada and
Faisal Z. Qureshi},
title = {Evaluation of Dirichlet Process Gaussian Mixtures for Segmentation
on Noisy Hyperspectral Images},
journal = {CoRR},
volume = {abs/2203.02820},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.02820},
doi = {10.48550/ARXIV.2203.02820},
eprinttype = {arXiv},
eprint = {2203.02820},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-02820.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-13661,
author = {Vlad Winter and
Or Dinari and
Oren Freifeld},
title = {Common Failure Modes of Subcluster-based Sampling in Dirichlet Process
Gaussian Mixture Models - and a Deep-learning Solution},
journal = {CoRR},
volume = {abs/2203.13661},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.13661},
doi = {10.48550/ARXIV.2203.13661},
eprinttype = {arXiv},
eprint = {2203.13661},
timestamp = {Tue, 29 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-13661.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2204-08988,
author = {Or Dinari and
Raz Zamir and
John W. Fisher III and
Oren Freifeld},
title = {{CPU-} and GPU-based Distributed Sampling in Dirichlet Process Mixtures
for Large-scale Analysis},
journal = {CoRR},
volume = {abs/2204.08988},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2204.08988},
doi = {10.48550/ARXIV.2204.08988},
eprinttype = {arXiv},
eprint = {2204.08988},
timestamp = {Mon, 25 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2204-08988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10787,
author = {Zhi Wang and
Chunlin Chen and
Daoyi Dong},
title = {A Dirichlet Process Mixture of Robust Task Models for Scalable Lifelong
Reinforcement Learning},
journal = {CoRR},
volume = {abs/2205.10787},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10787},
doi = {10.48550/ARXIV.2205.10787},
eprinttype = {arXiv},
eprint = {2205.10787},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10787.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-06872,
author = {Ioar Casado and
Aritz P{\'{e}}rez},
title = {Dirichlet process mixture models for non-stationary data streams},
journal = {CoRR},
volume = {abs/2210.06872},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.06872},
doi = {10.48550/ARXIV.2210.06872},
eprinttype = {arXiv},
eprint = {2210.06872},
timestamp = {Wed, 19 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-06872.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/WehrhahnJB21,
author = {Claudia Wehrhahn and
Alejandro Jara and
Andr{\'{e}}s F. Barrientos},
title = {On the small sample behavior of Dirichlet process mixture models for
data supported on compact intervals},
journal = {Commun. Stat. Simul. Comput.},
volume = {50},
number = {3},
pages = {786--810},
year = {2021},
url = {https://doi.org/10.1080/03610918.2019.1568470},
doi = {10.1080/03610918.2019.1568470},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/WehrhahnJB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cstat/ArbelCN21,
author = {Julyan Arbel and
Riccardo Corradin and
Bernardo Nipoti},
title = {Dirichlet process mixtures under affine transformations of the data},
journal = {Comput. Stat.},
volume = {36},
number = {1},
pages = {577--601},
year = {2021},
url = {https://doi.org/10.1007/s00180-020-01013-y},
doi = {10.1007/S00180-020-01013-Y},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cstat/ArbelCN21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijdsa/LuoCLWZCW21,
author = {Simon Luo and
Victor W. Chu and
Zhidong Li and
Yang Wang and
Jianlong Zhou and
Fang Chen and
Raymond K. Wong},
title = {Multi-task learning by hierarchical Dirichlet mixture model for sparse
failure prediction},
journal = {Int. J. Data Sci. Anal.},
volume = {12},
number = {1},
pages = {15--29},
year = {2021},
url = {https://doi.org/10.1007/s41060-020-00219-z},
doi = {10.1007/S41060-020-00219-Z},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijdsa/LuoCLWZCW21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jimaging/BourouisAB21,
author = {Sami Bourouis and
Abdullah Alharbi and
Nizar Bouguila},
title = {Bayesian Learning of Shifted-Scaled Dirichlet Mixture Models and Its
Application to Early {COVID-19} Detection in Chest X-ray Images},
journal = {J. Imaging},
volume = {7},
number = {1},
pages = {7},
year = {2021},
url = {https://doi.org/10.3390/jimaging7010007},
doi = {10.3390/JIMAGING7010007},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jimaging/BourouisAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/ManouchehriBF21,
author = {Narges Manouchehri and
Nizar Bouguila and
Wentao Fan},
title = {Batch and online variational learning of hierarchical Dirichlet process
mixtures of multivariate Beta distributions in medical applications},
journal = {Pattern Anal. Appl.},
volume = {24},
number = {4},
pages = {1731--1744},
year = {2021},
url = {https://doi.org/10.1007/s10044-021-01023-6},
doi = {10.1007/S10044-021-01023-6},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/paa/ManouchehriBF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/remotesensing/AlmulihiABAPB21,
author = {Ahmed H. Almulihi and
Fahd S. Alharithi and
Sami Bourouis and
Roobaea Alroobaea and
Yogesh Pawar and
Nizar Bouguila},
title = {Oil Spill Detection in {SAR} Images Using Online Extended Variational
Learning of Dirichlet Process Mixtures of Gamma Distributions},
journal = {Remote. Sens.},
volume = {13},
number = {15},
pages = {2991},
year = {2021},
url = {https://doi.org/10.3390/rs13152991},
doi = {10.3390/RS13152991},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/remotesensing/AlmulihiABAPB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcyb/KumaranDRC21,
author = {Santhosh Kelathodi Kumaran and
Debi Prosad Dogra and
Partha Pratim Roy and
Bidyut Baran Chaudhuri},
title = {Trajectory-Based Scene Understanding Using Dirichlet Process Mixture
Model},
journal = {{IEEE} Trans. Cybern.},
volume = {51},
number = {8},
pages = {4148--4161},
year = {2021},
url = {https://doi.org/10.1109/TCYB.2019.2931139},
doi = {10.1109/TCYB.2019.2931139},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tcyb/KumaranDRC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/MaanicshahABF21,
author = {Kamal Maanicshah and
Manar Amayri and
Nizar Bouguila and
Wentao Fan},
title = {Unsupervised Learning Using Variational Inference on Finite Inverted
Dirichlet Mixture Models with Component Splitting},
journal = {Wirel. Pers. Commun.},
volume = {119},
number = {2},
pages = {1817--1844},
year = {2021},
url = {https://doi.org/10.1007/s11277-021-08308-3},
doi = {10.1007/S11277-021-08308-3},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wpc/MaanicshahABF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aciids/AhmadzadehMEBF21,
author = {Mohammad Sadegh Ahmadzadeh and
Narges Manouchehri and
Hafsa Ennajari and
Nizar Bouguila and
Wentao Fan},
editor = {Ngoc Thanh Nguyen and
Suphamit Chittayasothorn and
Dusit Niyato and
Bogdan Trawinski},
title = {Entropy-Based Variational Learning of Finite Generalized Inverted
Dirichlet Mixture Model},
booktitle = {Intelligent Information and Database Systems - 13th Asian Conference,
{ACIIDS} 2021, Phuket, Thailand, April 7-10, 2021, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12672},
pages = {130--143},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-73280-6\_11},
doi = {10.1007/978-3-030-73280-6\_11},
timestamp = {Thu, 16 Mar 2023 20:00:29 +0100},
biburl = {https://dblp.org/rec/conf/aciids/AhmadzadehMEBF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aciids/HannachiNB21,
author = {Samar Hannachi and
Fatma Najar and
Nizar Bouguila},
editor = {Tzung{-}Pei Hong and
Krystian Wojtkiewicz and
Rathachai Chawuthai and
Pawel Sitek},
title = {Short Text Clustering Using Generalized Dirichlet Multinomial Mixture
Model},
booktitle = {Recent Challenges in Intelligent Information and Database Systems
- 13th Asian Conference, {ACIIDS} 2021, Phuket, Thailand, April 7-10,
2021, Proceedings},
series = {Communications in Computer and Information Science},
volume = {1371},
pages = {149--161},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-981-16-1685-3\_13},
doi = {10.1007/978-981-16-1685-3\_13},
timestamp = {Thu, 02 Jun 2022 16:43:29 +0200},
biburl = {https://dblp.org/rec/conf/aciids/HannachiNB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/embc/PezoulasGTBOF21,
author = {Vasileios C. Pezoulas and
Grigorios I. Grigoriadis and
Nikolaos S. Tachos and
Fausto Barlocco and
Iacopo Olivotto and
Dimitrios I. Fotiadis},
title = {Variational Gaussian Mixture Models with robust Dirichlet concentration
priors for virtual population generation in hypertrophic cardiomyopathy:
a comparison study},
booktitle = {43rd Annual International Conference of the {IEEE} Engineering in
Medicine {\&} Biology Society, {EMBC} 2021, Mexico, November 1-5,
2021},
pages = {1674--1677},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/EMBC46164.2021.9629653},
doi = {10.1109/EMBC46164.2021.9629653},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/embc/PezoulasGTBOF21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/iccv/YeB21,
author = {Fei Ye and
Adrian G. Bors},
title = {Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet
Process},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {10675--10684},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01052},
doi = {10.1109/ICCV48922.2021.01052},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/YeB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/Lim21,
author = {Kart{-}Leong Lim},
title = {Deep Clustering using Dirichlet Process Gaussian Mixture},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9533366},
doi = {10.1109/IJCNN52387.2021.9533366},
timestamp = {Wed, 29 Sep 2021 17:00:55 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/Lim21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isie/ManouchehriDAB21,
author = {Narges Manouchehri and
Oumayma Dalhoumi and
Manar Amayri and
Nizar Bouguila},
title = {Online Variational Learning of Shifted Scaled Dirichlet Mixture},
booktitle = {30th {IEEE} International Symposium on Industrial Electronics, {ISIE}
2021, Kyoto, Japan, June 20-23, 2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISIE45552.2021.9576233},
doi = {10.1109/ISIE45552.2021.9576233},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isie/ManouchehriDAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isncc/RebeiDMBAB21,
author = {Ahmed Rebei and
Oumayma Dalhoumi and
Narges Manouchehri and
Ali Baghdadi and
Manar Amayri and
Nizar Bouguila},
title = {Variational Learning of the Mixture of Shifted-Scaled Dirichlet Distributions
via Entropy Splitting},
booktitle = {International Symposium on Networks, Computers and Communications,
{ISNCC} 2021, Dubai, United Arab Emirates, October 31 - November 2,
2021},
pages = {1--6},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ISNCC52172.2021.9615829},
doi = {10.1109/ISNCC52172.2021.9615829},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isncc/RebeiDMBAB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Fei Ye and
Adrian G. Bors},
title = {Lifelong Infinite Mixture Model Based on Knowledge-Driven Dirichlet
Process},
journal = {CoRR},
volume = {abs/2108.12278},
year = {2021},
url = {https://arxiv.org/abs/2108.12278},
eprinttype = {arXiv},
eprint = {2108.12278},
timestamp = {Tue, 20 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-12278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/hal/Meguelati20,
author = {Khadidja Meguelati},
title = {Massively Distributed Clustering via Dirichlet Process Mixture. (Clustering
Massivement Distribu{\'{e}} via M{\'{e}}lange de Processus
de Dirichlet)},
school = {University of Montpellier, France},
year = {2020},
url = {https://tel.archives-ouvertes.fr/tel-03454296},
timestamp = {Tue, 01 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/hal/Meguelati20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiZYL20,
author = {Yaoyao Li and
Junying Zhang and
Xiguo Yuan and
Junping Li},
title = {dpGMM: {A} Dirichlet Process Gaussian Mixture Model for Copy Number
Variation Detection in Low-Coverage Whole-Genome Sequencing Data},
journal = {{IEEE} Access},
volume = {8},
pages = {27973--27985},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.2971863},
doi = {10.1109/ACCESS.2020.2971863},
timestamp = {Tue, 03 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LiZYL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WuZC20a,
author = {Qingyuan Wu and
Xiren Zhou and
Huanhuan Chen},
title = {Underground Pipeline Mapping Based on Dirichlet Process Mixture Model},
journal = {{IEEE} Access},
volume = {8},
pages = {118114--118124},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3005420},
doi = {10.1109/ACCESS.2020.3005420},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/WuZC20a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/AnderlucciV20,
author = {Laura Anderlucci and
Cinzia Viroli},
title = {Mixtures of Dirichlet-Multinomial distributions for supervised and
unsupervised classification of short text data},
journal = {Adv. Data Anal. Classif.},
volume = {14},
number = {4},
pages = {759--770},
year = {2020},
url = {https://doi.org/10.1007/s11634-020-00399-3},
doi = {10.1007/S11634-020-00399-3},
timestamp = {Tue, 26 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/adac/AnderlucciV20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ChenGL20,
author = {Junyang Chen and
Zhiguo Gong and
Weiwen Liu},
title = {A Dirichlet process biterm-based mixture model for short text stream
clustering},
journal = {Appl. Intell.},
volume = {50},
number = {5},
pages = {1609--1619},
year = {2020},
url = {https://doi.org/10.1007/s10489-019-01606-1},
doi = {10.1007/S10489-019-01606-1},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/ChenGL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ci/ZamzamiAEB20,
author = {Nuha Zamzami and
Rua Alsuroji and
Oboh Eromonsele and
Nizar Bouguila},
title = {Proportional data modeling via selection and estimation of a finite
mixture of scaled Dirichlet distributions},
journal = {Comput. Intell.},
volume = {36},
number = {2},
pages = {459--485},
year = {2020},
url = {https://doi.org/10.1111/coin.12246},
doi = {10.1111/COIN.12246},
timestamp = {Fri, 22 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ci/ZamzamiAEB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Baohua Li and
Lixia Hu},
title = {Laplacian regularized generalized Dirichlet mixture distribution for
data clustering},
journal = {Commun. Stat. Simul. Comput.},
volume = {49},
number = {1},
pages = {16--28},
year = {2020},
url = {https://doi.org/10.1080/03610918.2018.1468460},
doi = {10.1080/03610918.2018.1468460},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/LiH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/AgarwalSA20,
author = {Neha Agarwal and
Geeta Sikka and
Lalit Kumar Awasthi},
title = {Evaluation of web service clustering using Dirichlet Multinomial Mixture
model based approach for Dimensionality Reduction in service representation},
journal = {Inf. Process. Manag.},
volume = {57},
number = {4},
pages = {102238},
year = {2020},
url = {https://doi.org/10.1016/j.ipm.2020.102238},
doi = {10.1016/J.IPM.2020.102238},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/AgarwalSA20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Narges Manouchehri and
Hieu Nguyen and
Pantea Koochemeshkian and
Nizar Bouguila and
Wentao Fan},
title = {Online Variational Learning of Dirichlet Process Mixtures of Scaled
Dirichlet Distributions},
journal = {Inf. Syst. Frontiers},
volume = {22},
number = {5},
pages = {1085--1093},
year = {2020},
url = {https://doi.org/10.1007/s10796-020-10027-2},
doi = {10.1007/S10796-020-10027-2},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/isf/ManouchehriNKBF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Adi Lin and
Jie Lu and
Junyu Xuan and
Fujin Zhu and
Guangquan Zhang},
title = {A Causal Dirichlet Mixture Model for Causal Inference from Observational
Data},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {11},
number = {3},
pages = {33:1--33:29},
year = {2020},
url = {https://doi.org/10.1145/3379500},
doi = {10.1145/3379500},
timestamp = {Sat, 08 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tist/LinLXZZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/ChenFZLDW20,
author = {Ziyi Chen and
Wentao Fan and
Bineng Zhong and
Jonathan Li and
Jixiang Du and
Cheng Wang},
title = {Corse-to-Fine Road Extraction Based on Local Dirichlet Mixture Models
and Multiscale-High-Order Deep Learning},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {21},
number = {10},
pages = {4283--4293},
year = {2020},
url = {https://doi.org/10.1109/TITS.2019.2939536},
doi = {10.1109/TITS.2019.2939536},
timestamp = {Wed, 06 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tits/ChenFZLDW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/LiXMFXSH20,
author = {Caoyuan Li and
Hong{-}Bo Xie and
Kerrie L. Mengersen and
Xuhui Fan and
Richard Yi Da Xu and
Scott A. Sisson and
Sabine Van Huffel},
title = {Bayesian Nonnegative Matrix Factorization With Dirichlet Process Mixtures},
journal = {{IEEE} Trans. Signal Process.},
volume = {68},
pages = {3860--3870},
year = {2020},
url = {https://doi.org/10.1109/TSP.2020.3003120},
doi = {10.1109/TSP.2020.3003120},
timestamp = {Mon, 22 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/LiXMFXSH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ai/NajarB20,
author = {Fatma Najar and
Nizar Bouguila},
editor = {Cyril Goutte and
Xiaodan Zhu},
title = {Happiness Analysis with Fisher Information of Dirichlet-Multinomial
Mixture Model},
booktitle = {Advances in Artificial Intelligence - 33rd Canadian Conference on
Artificial Intelligence, Canadian {AI} 2020, Ottawa, ON, Canada, May
13-15, 2020, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {12109},
pages = {438--444},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-47358-7\_45},
doi = {10.1007/978-3-030-47358-7\_45},
timestamp = {Mon, 18 Dec 2023 11:22:01 +0100},
biburl = {https://dblp.org/rec/conf/ai/NajarB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aipr2/GuoF20,
author = {Zhiyan Guo and
Wentao Fan},
title = {Image Segmentation Based on Finite {IBL} Mixture Model with a Dirichlet
Compound Multinomial Prior},
booktitle = {{AIPR} 2020: 3rd International Conference on Artificial Intelligence
and Pattern Recognition, Xiamen, China, June 26-28, 2020},
pages = {88--92},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3430199.3430207},
doi = {10.1145/3430199.3430207},
timestamp = {Wed, 20 Jan 2021 15:11:55 +0100},
biburl = {https://dblp.org/rec/conf/aipr2/GuoF20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/complexnetworks/ZhangHOM20,
author = {Wenning Zhang and
Ryohei Hisano and
Takaaki Ohnishi and
Takayuki Mizuno},
editor = {Rosa M. Benito and
Chantal Cherifi and
Hocine Cherifi and
Esteban Moro and
Luis Mateus Rocha and
Marta Sales{-}Pardo},
title = {Nondiagonal Mixture of Dirichlet Network Distributions for Analyzing
a Stock Ownership Network},
booktitle = {Complex Networks {\&} Their Applications {IX} - Volume 1, Proceedings
of the Ninth International Conference on Complex Networks and Their
Applications, {COMPLEX} {NETWORKS} 2020, 1-3 December 2020, Madrid,
Spain},
series = {Studies in Computational Intelligence},
volume = {943},
pages = {75--86},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-65347-7\_7},
doi = {10.1007/978-3-030-65347-7\_7},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/complexnetworks/ZhangHOM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/LiAEKM20,
author = {Zhenglin Li and
Mahnaz Arvaneh and
Heather E. Elphick and
Ruth N. Kingshott and
Lyudmila S. Mihaylova},
title = {A Dirichlet Process Mixture Model for Autonomous Sleep Apnea Detection
using Oxygen Saturation Data},
booktitle = {{IEEE} 23rd International Conference on Information Fusion, {FUSION}
2020, Rustenburg, South Africa, July 6-9, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.23919/FUSION45008.2020.9190411},
doi = {10.23919/FUSION45008.2020.9190411},
timestamp = {Tue, 22 Sep 2020 11:00:03 +0200},
biburl = {https://dblp.org/rec/conf/fusion/LiAEKM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/TongT20,
author = {JunYong Tong and
Nick Torenvliet},
editor = {Giuseppe Di Fatta and
Victor S. Sheng and
Alfredo Cuzzocrea and
Carlo Zaniolo and
Xindong Wu},
title = {Temporally-Reweighted Dirichlet Process Mixture Anomaly Detector},
booktitle = {20th International Conference on Data Mining Workshops, {ICDM} Workshops
2020, Sorrento, Italy, November 17-20, 2020},
pages = {267--274},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICDMW51313.2020.00045},
doi = {10.1109/ICDMW51313.2020.00045},
timestamp = {Sun, 21 Feb 2021 16:22:10 +0100},
biburl = {https://dblp.org/rec/conf/icdm/TongT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LeeHZK20,
author = {Soochan Lee and
Junsoo Ha and
Dongsu Zhang and
Gunhee Kim},
title = {A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning},
booktitle = {8th International Conference on Learning Representations, {ICLR} 2020,
Addis Ababa, Ethiopia, April 26-30, 2020},
publisher = {OpenReview.net},
year = {2020},
url = {https://openreview.net/forum?id=SJxSOJStPr},
timestamp = {Thu, 07 May 2020 17:11:47 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LeeHZK20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icpram/Lim20,
author = {Kart{-}Leong Lim},
editor = {Maria De Marsico and
Gabriella Sanniti di Baja and
Ana L. N. Fred},
title = {Variational Inference of Dirichlet Process Mixture using Stochastic
Gradient Ascent},
booktitle = {Proceedings of the 9th International Conference on Pattern Recognition
Applications and Methods, {ICPRAM} 2020, Valletta, Malta, February
22-24, 2020},
pages = {33--42},
publisher = {{SCITEPRESS}},
year = {2020},
url = {https://doi.org/10.5220/0008944300330042},
doi = {10.5220/0008944300330042},
timestamp = {Tue, 06 Jun 2023 14:58:01 +0200},
biburl = {https://dblp.org/rec/conf/icpram/Lim20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvc/NajarB20,
author = {Fatma Najar and
Nizar Bouguila},
editor = {George Bebis and
Zhaozheng Yin and
Edward Kim and
Jan Bender and
Kartic Subr and
Bum Chul Kwon and
Jian Zhao and
Denis Kalkofen and
George Baciu},
title = {Image Categorization Using Agglomerative Clustering Based Smoothed
Dirichlet Mixtures},
booktitle = {Advances in Visual Computing - 15th International Symposium, {ISVC}
2020, San Diego, CA, USA, October 5-7, 2020, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12510},
pages = {27--38},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-64559-5\_3},
doi = {10.1007/978-3-030-64559-5\_3},
timestamp = {Mon, 14 Dec 2020 13:22:31 +0100},
biburl = {https://dblp.org/rec/conf/isvc/NajarB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/pkdd/MeguelatiFHMS20,
author = {Khadidja Meguelati and
Benedicte Fontez and
Nadine Hilgert and
Florent Masseglia and
Isabelle Sanchez},
editor = {Yuxiao Dong and
Georgiana Ifrim and
Dunja Mladenic and
Craig Saunders and
Sofie Van Hoecke},
title = {Massively Distributed Clustering via Dirichlet Process Mixture},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2020,
Ghent, Belgium, September 14-18, 2020, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12461},
pages = {536--540},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67670-4\_34},
doi = {10.1007/978-3-030-67670-4\_34},
timestamp = {Mon, 01 Mar 2021 11:15:30 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/MeguelatiFHMS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Soochan Lee and
Junsoo Ha and
Dongsu Zhang and
Gunhee Kim},
title = {A Neural Dirichlet Process Mixture Model for Task-Free Continual Learning},
journal = {CoRR},
volume = {abs/2001.00689},
year = {2020},
url = {http://arxiv.org/abs/2001.00689},
eprinttype = {arXiv},
eprint = {2001.00689},
timestamp = {Fri, 10 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-00689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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author = {Amine Echraibi and
Joachim Flocon{-}Cholet and
St{\'{e}}phane Gosselin and
Sandrine Vaton},
title = {On the Variational Posterior of Dirichlet Process Deep Latent Gaussian
Mixture Models},
journal = {CoRR},
volume = {abs/2006.08993},
year = {2020},
url = {https://arxiv.org/abs/2006.08993},
eprinttype = {arXiv},
eprint = {2006.08993},
timestamp = {Wed, 17 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-08993.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-04446,
author = {Wenning Zhang and
Ryohei Hisano and
Takaaki Ohnishi and
Takayuki Mizuno},
title = {Nondiagonal Mixture of Dirichlet Network Distributions for Analyzing
a Stock Ownership Network},
journal = {CoRR},
volume = {abs/2009.04446},
year = {2020},
url = {https://arxiv.org/abs/2009.04446},
eprinttype = {arXiv},
eprint = {2009.04446},
timestamp = {Thu, 17 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-04446.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MaZZJH19,
author = {Bo Ma and
Yi Zhao and
Ying Zhang and
Qing Lei Jiang and
Xiu Qun Hou},
title = {Machinery Early Fault Detection Based on Dirichlet Process Mixture
Model},
journal = {{IEEE} Access},
volume = {7},
pages = {89226--89233},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2927104},
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timestamp = {Fri, 18 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MaZZJH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Ru Wang and
Wentao Fan},
title = {Positive Sequential Data Modeling Using Continuous Hidden Markov Models
Based on Inverted Dirichlet Mixtures},
journal = {{IEEE} Access},
volume = {7},
pages = {172341--172349},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2956477},
doi = {10.1109/ACCESS.2019.2956477},
timestamp = {Thu, 19 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/WangF19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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author = {Yang Yang and
Bo Chen and
Hongwei Liu},
title = {Memorized Variational Continual Learning for Dirichlet Process Mixtures},
journal = {{IEEE} Access},
volume = {7},
pages = {150851--150862},
year = {2019},
url = {https://doi.org/10.1109/ACCESS.2019.2947722},
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timestamp = {Wed, 08 Dec 2021 00:00:00 +0100},
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}
@article{DBLP:journals/adac/Fruhwirth-Schnatter19a,
author = {Sylvia Fr{\"{u}}hwirth{-}Schnatter and
Gertraud Malsiner{-}Walli},
title = {From here to infinity: sparse finite versus Dirichlet process mixtures
in model-based clustering},
journal = {Adv. Data Anal. Classif.},
volume = {13},
number = {1},
pages = {33--64},
year = {2019},
url = {https://doi.org/10.1007/s11634-018-0329-y},
doi = {10.1007/S11634-018-0329-Y},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adac/Fruhwirth-Schnatter19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/ZamzamiB19a,
author = {Nuha Zamzami and
Nizar Bouguila},
title = {Hybrid generative discriminative approaches based on Multinomial Scaled
Dirichlet mixture models},
journal = {Appl. Intell.},
volume = {49},
number = {11},
pages = {3783--3800},
year = {2019},
url = {https://doi.org/10.1007/s10489-019-01437-0},
doi = {10.1007/S10489-019-01437-0},
timestamp = {Tue, 26 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/apin/ZamzamiB19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/DuanPX19,
author = {Tiehang Duan and
Jos{\'{e}} P. Pinto and
Xiaohui Xie},
title = {Parallel clustering of single cell transcriptomic data with split-merge
sampling on Dirichlet process mixtures},
journal = {Bioinform.},
volume = {35},
number = {6},
pages = {953--961},
year = {2019},
url = {https://doi.org/10.1093/bioinformatics/bty702},
doi = {10.1093/BIOINFORMATICS/BTY702},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/DuanPX19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/entropy/TianYH19,
author = {Jinkai Tian and
Peifeng Yan and
Da Huang},
title = {Kernel Analysis Based on Dirichlet Processes Mixture Models},
journal = {Entropy},
volume = {21},
number = {9},
pages = {857},
year = {2019},
url = {https://doi.org/10.3390/e21090857},
doi = {10.3390/E21090857},
timestamp = {Thu, 28 Nov 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/entropy/TianYH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/KumaranDR19,
author = {Santhosh Kelathodi Kumaran and
Debi Prosad Dogra and
Partha Pratim Roy},
title = {Queuing theory guided intelligent traffic scheduling through video
analysis using Dirichlet process mixture model},
journal = {Expert Syst. Appl.},
volume = {118},
pages = {169--181},
year = {2019},
url = {https://doi.org/10.1016/j.eswa.2018.09.057},
doi = {10.1016/J.ESWA.2018.09.057},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/KumaranDR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isi/ZhangZZZ19,
author = {Biyao Zhang and
Kaisong Zhang and
Luo Zhong and
Xuan Ya Zhang},
title = {Research on Dirichlet Process Mixture Model for Clustering},
journal = {Ing{\'{e}}nierie des Syst{\`{e}}mes d Inf.},
volume = {24},
number = {2},
pages = {183--189},
year = {2019},
url = {https://doi.org/10.18280/isi.240209},
doi = {10.18280/ISI.240209},
timestamp = {Thu, 16 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isi/ZhangZZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/BagherHM19,
author = {Rahimpour Cami Bagher and
Hamid Hassanpour and
Hoda Mashayekhi},
title = {User preferences modeling using dirichlet process mixture model for
a content-based recommender system},
journal = {Knowl. Based Syst.},
volume = {163},
pages = {644--655},
year = {2019},
url = {https://doi.org/10.1016/j.knosys.2018.09.028},
doi = {10.1016/J.KNOSYS.2018.09.028},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/BagherHM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/EpaillardB19,
author = {Elise Epaillard and
Nizar Bouguila},
title = {Data-free metrics for Dirichlet and generalized Dirichlet mixture-based
HMMs - {A} practical study},
journal = {Pattern Recognit.},
volume = {85},
pages = {207--219},
year = {2019},
url = {https://doi.org/10.1016/j.patcog.2018.08.013},
doi = {10.1016/J.PATCOG.2018.08.013},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/EpaillardB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/KumaranCDR19,
author = {Santhosh Kelathodi Kumaran and
Adyasha Chakravarty and
Debi Prosad Dogra and
Partha Pratim Roy},
title = {Likelihood learning in modified Dirichlet Process Mixture Model for
video analysis},
journal = {Pattern Recognit. Lett.},
volume = {128},
pages = {211--219},
year = {2019},
url = {https://doi.org/10.1016/j.patrec.2019.09.005},
doi = {10.1016/J.PATREC.2019.09.005},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/prl/KumaranCDR19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/BourouisABSAM19,
author = {Sami Bourouis and
Faisal R. Al{-}Osaimi and
Nizar Bouguila and
Hassen Sallay and
Fahd M. Aldosari and
Mohamed Al Mashrgy},
title = {Bayesian inference by reversible jump {MCMC} for clustering based
on finite generalized inverted Dirichlet mixtures},
journal = {Soft Comput.},
volume = {23},
number = {14},
pages = {5799--5813},
year = {2019},
url = {https://doi.org/10.1007/s00500-018-3244-4},
doi = {10.1007/S00500-018-3244-4},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/BourouisABSAM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/LuZW19,
author = {Xinhua Lu and
Chuanzong Zhang and
Zhongyong Wang},
title = {Combined Belief Propagation-Mean Field Message Passing Algorithm for
Dirichlet Process Mixtures},
journal = {{IEEE} Signal Process. Lett.},
volume = {26},
number = {7},
pages = {1041--1045},
year = {2019},
url = {https://doi.org/10.1109/LSP.2019.2918680},
doi = {10.1109/LSP.2019.2918680},
timestamp = {Fri, 05 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/spl/LuZW19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tac/WeiZLHF19,
author = {Hongchuan Wei and
Pingping Zhu and
Miao Liu and
Jonathan P. How and
Silvia Ferrari},
title = {Automatic Pan-Tilt Camera Control for Learning Dirichlet Process Gaussian
Process {(DPGP)} Mixture Models of Multiple Moving Targets},
journal = {{IEEE} Trans. Autom. Control.},
volume = {64},
number = {1},
pages = {159--173},
year = {2019},
url = {https://doi.org/10.1109/TAC.2018.2849584},
doi = {10.1109/TAC.2018.2849584},
timestamp = {Wed, 20 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tac/WeiZLHF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tifs/MoustafaCRC19,
author = {Nour Moustafa and
Kim{-}Kwang Raymond Choo and
Ibrahim Radwan and
Seyit Camtepe},
title = {Outlier Dirichlet Mixture Mechanism: Adversarial Statistical Learning
for Anomaly Detection in the Fog},
journal = {{IEEE} Trans. Inf. Forensics Secur.},
volume = {14},
number = {8},
pages = {1975--1987},
year = {2019},
url = {https://doi.org/10.1109/TIFS.2018.2890808},
doi = {10.1109/TIFS.2018.2890808},
timestamp = {Thu, 06 Aug 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tifs/MoustafaCRC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/LiuLLPE19,
author = {Chi Liu and
Heng{-}Chao Li and
Wenzhi Liao and
Wilfried Philips and
William J. Emery},
title = {Variational Textured Dirichlet Process Mixture Model With Pairwise
Constraint for Unsupervised Classification of Polarimetric {SAR} Images},
journal = {{IEEE} Trans. Image Process.},
volume = {28},
number = {8},
pages = {4145--4160},
year = {2019},
url = {https://doi.org/10.1109/TIP.2019.2906009},
doi = {10.1109/TIP.2019.2906009},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/LiuLLPE19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FanBDL19,
author = {Wentao Fan and
Nizar Bouguila and
Ji{-}Xiang Du and
Xin Liu},
title = {Axially Symmetric Data Clustering Through Dirichlet Process Mixture
Models of Watson Distributions},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {6},
pages = {1683--1694},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2018.2872986},
doi = {10.1109/TNNLS.2018.2872986},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/FanBDL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/MaLKSWG19,
author = {Zhanyu Ma and
Yuping Lai and
W. Bastiaan Kleijn and
Yi{-}Zhe Song and
Liang Wang and
Jun Guo},
title = {Variational Bayesian Learning for Dirichlet Process Mixture of Inverted
Dirichlet Distributions in Non-Gaussian Image Feature Modeling},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {30},
number = {2},
pages = {449--463},
year = {2019},
url = {https://doi.org/10.1109/TNNLS.2018.2844399},
doi = {10.1109/TNNLS.2018.2844399},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/MaLKSWG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiZO19,
author = {Ximing Li and
Jiaojiao Zhang and
Jihong Ouyang},
title = {Dirichlet Multinomial Mixture with Variational Manifold Regularization:
Topic Modeling over Short Texts},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {7884--7891},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33017884},
doi = {10.1609/AAAI.V33I01.33017884},
timestamp = {Thu, 22 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/LiZO19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HuangXWLS19,
author = {Ruizhu Huang and
Weijia Xu and
Yinzhi Wang and
Silvia Liverani and
Ann E. Stapleton},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Performance Comparison of Julia Distributed Implementations of Dirichlet
Process Mixture Models},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {3350--3354},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9005453},
doi = {10.1109/BIGDATA47090.2019.9005453},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/HuangXWLS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/MeguelatiFHM19,
author = {Khadidja Meguelati and
Benedicte Fontez and
Nadine Hilgert and
Florent Masseglia},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {High Dimensional Data Clustering by means of Distributed Dirichlet
Process Mixture Models},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {890--899},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006065},
doi = {10.1109/BIGDATA47090.2019.9006065},
timestamp = {Wed, 31 Mar 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/MeguelatiFHM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccgrid/DinariYFF19,
author = {Or Dinari and
Angel Yu and
Oren Freifeld and
John W. Fisher III},
title = {Distributed {MCMC} Inference in Dirichlet Process Mixture Models Using
Julia},
booktitle = {19th {IEEE/ACM} International Symposium on Cluster, Cloud and Grid
Computing, {CCGRID} 2019, Larnaca, Cyprus, May 14-17, 2019},
pages = {518--525},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/CCGRID.2019.00066},
doi = {10.1109/CCGRID.2019.00066},
timestamp = {Wed, 16 Oct 2019 14:14:53 +0200},
biburl = {https://dblp.org/rec/conf/ccgrid/DinariYFF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dsaa/0001YD19,
author = {Lei Fang and
Juan Ye and
Simon Dobson},
editor = {Lisa Singh and
Richard D. De Veaux and
George Karypis and
Francesco Bonchi and
Jennifer Hill},
title = {Sensor-Based Human Activity Mining Using Dirichlet Process Mixtures
of Directional Statistical Models},
booktitle = {2019 {IEEE} International Conference on Data Science and Advanced
Analytics, {DSAA} 2019, Washington, DC, USA, October 5-8, 2019},
pages = {154--163},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/DSAA.2019.00030},
doi = {10.1109/DSAA.2019.00030},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dsaa/0001YD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/globalsip/GrajaB19,
author = {Omar Graja and
Nizar Bouguila},
title = {Finite Inverted Dirichlet Mixture Optimal Pixel Predictor},
booktitle = {2019 {IEEE} Global Conference on Signal and Information Processing,
GlobalSIP 2019, Ottawa, ON, Canada, November 11-14, 2019},
pages = {1--5},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/GlobalSIP45357.2019.8969169},
doi = {10.1109/GLOBALSIP45357.2019.8969169},
timestamp = {Fri, 07 Feb 2020 12:48:16 +0100},
biburl = {https://dblp.org/rec/conf/globalsip/GrajaB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/WuLM19,
author = {Ruiyuan Wu and
Qiang Li and
Wing{-}Kin Ma},
title = {Stochastic Ml Simplex-structured Matrix Factorization under the Dirichlet
Mixture Model},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2019, Brighton, United Kingdom, May 12-17, 2019},
pages = {5561--5565},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICASSP.2019.8682508},
doi = {10.1109/ICASSP.2019.8682508},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/WuLM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciar/MaanicshahAFB19,
author = {Kamal Maanicshah and
Samr Ali and
Wentao Fan and
Nizar Bouguila},
editor = {Fakhri Karray and
Aur{\'{e}}lio Campilho and
Alfred C. H. Yu},
title = {Unsupervised Variational Learning of Finite Generalized Inverted Dirichlet
Mixture Models with Feature Selection and Component Splitting},
booktitle = {Image Analysis and Recognition - 16th International Conference, {ICIAR}
2019, Waterloo, ON, Canada, August 27-29, 2019, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {11663},
pages = {94--105},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-27272-2\_8},
doi = {10.1007/978-3-030-27272-2\_8},
timestamp = {Mon, 12 Aug 2019 13:10:04 +0200},
biburl = {https://dblp.org/rec/conf/iciar/MaanicshahAFB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciar/NguyenMAB19,
author = {Hieu Nguyen and
Kamal Maanicshah and
Muhammad Azam and
Nizar Bouguila},
editor = {Fakhri Karray and
Aur{\'{e}}lio Campilho and
Alfred C. H. Yu},
title = {Data Clustering Using Variational Learning of Finite Scaled Dirichlet
Mixture Models with Component Splitting},
booktitle = {Image Analysis and Recognition - 16th International Conference, {ICIAR}
2019, Waterloo, ON, Canada, August 27-29, 2019, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {11663},
pages = {117--128},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-27272-2\_10},
doi = {10.1007/978-3-030-27272-2\_10},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iciar/NguyenMAB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/inforsid/MeguelatiFHM19,
author = {Khadidja Meguelati and
Benedicte Fontez and
Nadine Hilgert and
Florent Masseglia},
title = {Massively Distributed Dirichlet Process Mixture Models},
booktitle = {Actes du XXXVII{\`{e}}me Congr{\`{e}}s INFORSID, Paris, France, June
11-14, 2019},
pages = {221--222},
year = {2019},
url = {http://inforsid.fr/actes/2019/INFORSID\_2019\_p221-222.pdf},
timestamp = {Mon, 01 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/inforsid/MeguelatiFHM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iri/NguyenKAB19,
author = {Hieu Nguyen and
Meeta Kalra and
Muhammad Azam and
Nizar Bouguila},
title = {Data Clustering Using Online Variational Learning of Finite Scaled
Dirichlet Mixture Models},
booktitle = {20th {IEEE} International Conference on Information Reuse and Integration
for Data Science, {IRI} 2019, Los Angeles, CA, USA, July 30 - August
1, 2019},
pages = {267--274},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IRI.2019.00050},
doi = {10.1109/IRI.2019.00050},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iri/NguyenKAB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isie/KalsiB19,
author = {Jaspreet Singh Kalsi and
Nizar Bouguila},
title = {Color Image Segmentation Using Generalized Inverted Dirichlet Finite
Mixture Models By Integrating Spatial Information},
booktitle = {28th {IEEE} International Symposium on Industrial Electronics, {ISIE}
2019, Vancouver, BC, Canada, June 12-14, 2019},
pages = {1379--1384},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISIE.2019.8781499},
doi = {10.1109/ISIE.2019.8781499},
timestamp = {Wed, 16 Oct 2019 14:14:54 +0200},
biburl = {https://dblp.org/rec/conf/isie/KalsiB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isie/MaanicshahBF19,
author = {Kamal Maanicshah and
Nizar Bouguila and
Wentao Fan},
title = {Variational Learning for Finite Generalized Inverted Dirichlet Mixture
Models with a Component Splitting Approach},
booktitle = {28th {IEEE} International Symposium on Industrial Electronics, {ISIE}
2019, Vancouver, BC, Canada, June 12-14, 2019},
pages = {1453--1458},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISIE.2019.8781300},
doi = {10.1109/ISIE.2019.8781300},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/isie/MaanicshahBF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isie/NguyenAB19,
author = {Hieu Nguyen and
Muhammad Azam and
Nizar Bouguila},
title = {Data Clustering using Variational Learning of Finite Scaled Dirichlet
Mixture Models},
booktitle = {28th {IEEE} International Symposium on Industrial Electronics, {ISIE}
2019, Vancouver, BC, Canada, June 12-14, 2019},
pages = {1391--1396},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ISIE.2019.8781334},
doi = {10.1109/ISIE.2019.8781334},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isie/NguyenAB19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/jcdl/ZhangDDH19,
author = {Baichuan Zhang and
Murat Dundar and
Vachik S. Dave and
Mohammad Al Hasan},
editor = {Maria Bonn and
Dan Wu and
J. Stephen Downie and
Alaine Martaus},
title = {Dirichlet Process Gaussian Mixture for Active Online Name Disambiguation
by Particle Filter},
booktitle = {19th {ACM/IEEE} Joint Conference on Digital Libraries, {JCDL} 2019,
Champaign, IL, USA, June 2-6, 2019},
pages = {269--278},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/JCDL.2019.00045},
doi = {10.1109/JCDL.2019.00045},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/jcdl/ZhangDDH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pricai/NguyenLF19,
author = {Quan Nguyen and
Mikko Lauri and
Simone Frintrop},
editor = {Abhaya C. Nayak and
Alok Sharma},
title = {Distance Dependent Maximum Margin Dirichlet Process Mixture},
booktitle = {{PRICAI} 2019: Trends in Artificial Intelligence - 16th Pacific Rim
International Conference on Artificial Intelligence, Cuvu, Yanuca
Island, Fiji, August 26-30, 2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11671},
pages = {188--200},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-29911-8\_15},
doi = {10.1007/978-3-030-29911-8\_15},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pricai/NguyenLF19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sac/MeguelatiFHM19,
author = {Khadidja Meguelati and
Benedicte Fontez and
Nadine Hilgert and
Florent Masseglia},
editor = {Chih{-}Cheng Hung and
George A. Papadopoulos},
title = {Dirichlet process mixture models made scalable and effective by means
of massive distribution},
booktitle = {Proceedings of the 34th {ACM/SIGAPP} Symposium on Applied Computing,
{SAC} 2019, Limassol, Cyprus, April 8-12, 2019},
pages = {502--509},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3297280.3297327},
doi = {10.1145/3297280.3297327},
timestamp = {Sun, 02 Jun 2019 21:18:38 +0200},
biburl = {https://dblp.org/rec/conf/sac/MeguelatiFHM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04204,
author = {Fahrettin Ay and
G{\"{o}}khan Ince and
Mustafa E. Kamasak and
K. Y. Eksi},
title = {Classification of pulsars with Dirichlet process Gaussian mixture
model},
journal = {CoRR},
volume = {abs/1904.04204},
year = {2019},
url = {http://arxiv.org/abs/1904.04204},
eprinttype = {arXiv},
eprint = {1904.04204},
timestamp = {Fri, 26 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04204.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-05022,
author = {Weip{\'{e}}ng Hu{\'{a}}ng and
Nishma Laitonjam and
Guangyuan Piao and
Neil Hurley},
title = {Bayesian Hierarchical Mixture Clustering using Multilevel Hierarchical
Dirichlet Processes},
journal = {CoRR},
volume = {abs/1905.05022},
year = {2019},
url = {http://arxiv.org/abs/1905.05022},
eprinttype = {arXiv},
eprint = {1905.05022},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-05022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-09959,
author = {Chiao{-}Yu Yang and
Nhat Ho and
Michael I. Jordan},
title = {Posterior Distribution for the Number of Clusters in Dirichlet Process
Mixture Models},
journal = {CoRR},
volume = {abs/1905.09959},
year = {2019},
url = {http://arxiv.org/abs/1905.09959},
eprinttype = {arXiv},
eprint = {1905.09959},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-09959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-04450,
author = {Qingyang Wu and
He Li and
Weijie Su and
Lexin Li and
Zhou Yu},
title = {Quantifying Intrinsic Uncertainty in Classification via Deep Dirichlet
Mixture Networks},
journal = {CoRR},
volume = {abs/1906.04450},
year = {2019},
url = {http://arxiv.org/abs/1906.04450},
eprinttype = {arXiv},
eprint = {1906.04450},
timestamp = {Tue, 12 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-04450.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/SunWDWLDHC18,
author = {Zhe Sun and
Ting Wang and
Ke Deng and
Xiao{-}Feng Wang and
Robert Lafyatis and
Ying Ding and
Ming Hu and
Wei Chen},
title = {{DIMM-SC:} a Dirichlet mixture model for clustering droplet-based
single cell transcriptomic data},
journal = {Bioinform.},
volume = {34},
number = {1},
pages = {139--146},
year = {2018},
url = {https://doi.org/10.1093/bioinformatics/btx490},
doi = {10.1093/BIOINFORMATICS/BTX490},
timestamp = {Tue, 26 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/SunWDWLDHC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/SunKL18,
author = {Peng Sun and
Inyoung Kim and
Ki{-}Ahm Lee},
title = {Dual-semiparametric regression using weighted Dirichlet process mixture},
journal = {Comput. Stat. Data Anal.},
volume = {117},
pages = {162--181},
year = {2018},
url = {https://doi.org/10.1016/j.csda.2017.08.005},
doi = {10.1016/J.CSDA.2017.08.005},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/SunKL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijar/LimW18,
author = {Kart{-}Leong Lim and
Han Wang},
title = {Fast approximation of variational Bayes Dirichlet process mixture
using the maximization-maximization algorithm},
journal = {Int. J. Approx. Reason.},
volume = {93},
pages = {153--177},
year = {2018},
url = {https://doi.org/10.1016/j.ijar.2017.11.001},
doi = {10.1016/J.IJAR.2017.11.001},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijar/LimW18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/ChienLT18,
author = {Jen{-}Tzung Chien and
Chao{-}Hsi Lee and
Zheng{-}Hua Tan},
title = {Latent Dirichlet mixture model},
journal = {Neurocomputing},
volume = {278},
pages = {12--22},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.08.029},
doi = {10.1016/J.NEUCOM.2017.08.029},
timestamp = {Thu, 25 Jan 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijon/ChienLT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LaiPXHZ18,
author = {Yu{-}Ping Lai and
Yuan Ping and
Ke Xiao and
Bin Hao and
Xiufeng Zhang},
title = {Variational Bayesian inference for a Dirichlet process mixture of
beta distributions and application},
journal = {Neurocomputing},
volume = {278},
pages = {23--33},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2017.07.068},
doi = {10.1016/J.NEUCOM.2017.07.068},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LaiPXHZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiMPGHWG18,
author = {Xiaoxu Li and
Zhanyu Ma and
Pai Peng and
Xiaowei Guo and
Feiyue Huang and
Xiaojie Wang and
Jun Guo},
title = {Supervised latent Dirichlet allocation with a mixture of sparse softmax},
journal = {Neurocomputing},
volume = {312},
pages = {324--335},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.05.077},
doi = {10.1016/J.NEUCOM.2018.05.077},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LiMPGHWG18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/LiMPGHWG18a,
author = {Xiaoxu Li and
Zhanyu Ma and
Pai Peng and
Xiaowei Guo and
Feiyue Huang and
Xiaojie Wang and
Jun Guo},
title = {Corrigendum to "Supervised latent Dirichlet allocation with a mixture
of sparse softmax" [Neurocomputing, volume 312, 27 October 2018, Pages
324-335]},
journal = {Neurocomputing},
volume = {318},
pages = {306},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.09.045},
doi = {10.1016/J.NEUCOM.2018.09.045},
timestamp = {Fri, 22 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/LiMPGHWG18a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/RenLC18,
author = {Jiangtao Ren and
Kang Li and
Chaotao Chen},
title = {Supervised Dirichlet Process Mixtures of Principal Component Analysis},
journal = {Neurocomputing},
volume = {305},
pages = {15--26},
year = {2018},
url = {https://doi.org/10.1016/j.neucom.2018.04.047},
doi = {10.1016/J.NEUCOM.2018.04.047},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/RenLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/FanHDB18,
author = {Wentao Fan and
Can Hu and
Ji{-}Xiang Du and
Nizar Bouguila},
title = {A Novel Model-Based Approach for Medical Image Segmentation Using
Spatially Constrained Inverted Dirichlet Mixture Models},
journal = {Neural Process. Lett.},
volume = {47},
number = {2},
pages = {619--639},
year = {2018},
url = {https://doi.org/10.1007/s11063-017-9672-9},
doi = {10.1007/S11063-017-9672-9},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/FanHDB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/ZhangDLZL18,
author = {Wei Zhang and
Lan Du and
Liling Li and
Xuefeng Zhang and
Hongwei Liu},
title = {Infinite Bayesian one-class support vector machine based on Dirichlet
process mixture clustering},
journal = {Pattern Recognit.},
volume = {78},
pages = {56--78},
year = {2018},
url = {https://doi.org/10.1016/j.patcog.2018.01.006},
doi = {10.1016/J.PATCOG.2018.01.006},
timestamp = {Mon, 22 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/ZhangDLZL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/HeckSN18,
author = {Michael Heck and
Sakriani Sakti and
Satoshi Nakamura},
title = {Dirichlet Process Mixture of Mixtures Model for Unsupervised Subword
Modeling},
journal = {{IEEE} {ACM} Trans. Audio Speech Lang. Process.},
volume = {26},
number = {11},
pages = {2027--2042},
year = {2018},
url = {https://doi.org/10.1109/TASLP.2018.2852500},
doi = {10.1109/TASLP.2018.2852500},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/taslp/HeckSN18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tii/LiMIR18,
author = {Zhenglin Li and
Lyudmila S. Mihaylova and
Olga Isupova and
Lucile Rossi},
title = {Autonomous Flame Detection in Videos With a Dirichlet Process Gaussian
Mixture Color Model},
journal = {{IEEE} Trans. Ind. Informatics},
volume = {14},
number = {3},
pages = {1146--1154},
year = {2018},
url = {https://doi.org/10.1109/TII.2017.2768530},
doi = {10.1109/TII.2017.2768530},
timestamp = {Thu, 21 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tii/LiMIR18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/trob/TseC18,
author = {Rina Tse and
Mark E. Campbell},
title = {Human-Robot Communications of Probabilistic Beliefs via a Dirichlet
Process Mixture of Statements},
journal = {{IEEE} Trans. Robotics},
volume = {34},
number = {5},
pages = {1280--1298},
year = {2018},
url = {https://doi.org/10.1109/TRO.2018.2830360},
doi = {10.1109/TRO.2018.2830360},
timestamp = {Fri, 02 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/trob/TseC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/wpc/LaiHPQZ18,
author = {Yu{-}Ping Lai and
Wenda He and
Yuan Ping and
Jinshuai Qu and
Xiufeng Zhang},
title = {Variational Bayesian Inference for Infinite Dirichlet Mixture Towards
Accurate Data Categorization},
journal = {Wirel. Pers. Commun.},
volume = {102},
number = {3},
pages = {2307--2329},
year = {2018},
url = {https://doi.org/10.1007/s11277-018-5723-4},
doi = {10.1007/S11277-018-5723-4},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/wpc/LaiHPQZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bci3/KimL18,
author = {Dongjae Kim and
Sang Wan Lee},
title = {Context-dependent meta-control for reinforcement learning using a
Dirichlet process Gaussian mixture model},
booktitle = {6th International Conference on Brain-Computer Interface, {BCI} 2018,
Gangwon, Korea (South), January 15-17, 2018},
pages = {1--3},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IWW-BCI.2018.8311512},
doi = {10.1109/IWW-BCI.2018.8311512},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bci3/KimL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccece/SinghB18,
author = {Jai Puneet Singh and
Nizar Bouguila},
title = {Image Segmentation Using Inverted Dirichlet Mixture Model and Spatial
Information},
booktitle = {2018 {IEEE} Canadian Conference on Electrical {\&} Computer Engineering,
{CCECE} 2018, Quebec, QC, Canada, May 13-16, 2018},
pages = {1--4},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/CCECE.2018.8447795},
doi = {10.1109/CCECE.2018.8447795},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/ccece/SinghB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PrabhudesaiMCT18,
author = {Kedar S. Prabhudesai and
Boyla O. Mainsah and
Leslie M. Collins and
Chandra S. Throckmorton},
title = {Augmented Latent Dirichlet Allocation (Lda) Topic Model with Gaussian
Mixture Topics},
booktitle = {2018 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2018, Calgary, AB, Canada, April 15-20, 2018},
pages = {2451--2455},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICASSP.2018.8462003},
doi = {10.1109/ICASSP.2018.8462003},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/PrabhudesaiMCT18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/AlsurojiZB18,
author = {Rua Alsuroji and
Nuha Zamzami and
Nizar Bouguila},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Moamar Sayed Mouchaweh and
Jo{\~{a}}o Gama and
Edwin Lughofer},
title = {Model Selection and Estimation of a Finite Shifted-Scaled Dirichlet
Mixture Model},
booktitle = {17th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2018, Orlando, FL, USA, December 17-20, 2018},
pages = {707--713},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICMLA.2018.00112},
doi = {10.1109/ICMLA.2018.00112},
timestamp = {Mon, 30 Nov 2020 08:47:24 +0100},
biburl = {https://dblp.org/rec/conf/icmla/AlsurojiZB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ieaaie/FanBBASK18,
author = {Wentao Fan and
Sami Bourouis and
Nizar Bouguila and
Fahd M. Aldosari and
Hassen Sallay and
K. M. Jamil Khayyat},
editor = {Malek Mouhoub and
Samira Sadaoui and
Otmane A{\"{\i}}t Mohamed and
Moonis Ali},
title = {EP-Based Infinite Inverted Dirichlet Mixture Learning: Application
to Image Spam Detection},
booktitle = {Recent Trends and Future Technology in Applied Intelligence - 31st
International Conference on Industrial Engineering and Other Applications
of Applied Intelligent Systems, {IEA/AIE} 2018, Montreal, QC, Canada,
June 25-28, 2018, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10868},
pages = {342--354},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-319-92058-0\_33},
doi = {10.1007/978-3-319-92058-0\_33},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ieaaie/FanBBASK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iscbi/KarlssonDMB18,
author = {Alexander Karlsson and
Denio Duarte and
Gunnar Mathiason and
Juhee Bae},
title = {Evaluation of the Dirichlet Process Multinomial Mixture Model for
Short-Text Topic Modeling},
booktitle = {6th International Symposium on Computational and Business Intelligence,
{ISCBI} 2018, Basel, Switzerland, August 27-29, 2018},
pages = {79--83},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISCBI.2018.00025},
doi = {10.1109/ISCBI.2018.00025},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iscbi/KarlssonDMB18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ithings/AldosariBBSK18,
author = {Fahd M. Aldosari and
Sami Bourouis and
Nizar Bouguila and
Hassen Sallay and
Khalid M. Jamil Khayyat},
title = {Infinite Scaled Dirichlet Mixture Models for Spam Filtering via Bayesian
and Variational Bayes Learning},
booktitle = {{IEEE} International Conference on Internet of Things (iThings) and
{IEEE} Green Computing and Communications (GreenCom) and {IEEE} Cyber,
Physical and Social Computing (CPSCom) and {IEEE} Smart Data (SmartData),
iThings/GreenCom/CPSCom/SmartData 2018, Halifax, NS, Canada, July
30 - August 3, 2018},
pages = {1841--1847},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/Cybermatics\_2018.2018.00306},
doi = {10.1109/CYBERMATICS\_2018.2018.00306},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ithings/AldosariBBSK18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/DuanL18,
author = {Ruting Duan and
Chunping Li},
title = {An Adaptive Dirichlet Multinomial Mixture Model for Short Text Streaming
Clustering},
booktitle = {2018 {IEEE/WIC/ACM} International Conference on Web Intelligence,
{WI} 2018, Santiago, Chile, December 3-6, 2018},
pages = {49--55},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/WI.2018.0-108},
doi = {10.1109/WI.2018.0-108},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/DuanL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-06480,
author = {Santhosh Kelathodi Kumaran and
Debi Prosad Dogra and
Partha Pratim Roy},
title = {Queuing Theory Guided Intelligent Traffic Scheduling through Video
Analysis using Dirichlet Process Mixture Model},
journal = {CoRR},
volume = {abs/1803.06480},
year = {2018},
url = {http://arxiv.org/abs/1803.06480},
eprinttype = {arXiv},
eprint = {1803.06480},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-06480.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1807-10693,
author = {Zhanyu Ma and
Yuping Lai},
title = {Infinite Mixture of Inverted Dirichlet Distributions},
journal = {CoRR},
volume = {abs/1807.10693},
year = {2018},
url = {http://arxiv.org/abs/1807.10693},
eprinttype = {arXiv},
eprint = {1807.10693},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1807-10693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1808-00818,
author = {Zhanyu Ma},
title = {Dirichlet Mixture Model based {VQ} Performance Prediction for Line
Spectral Frequency},
journal = {CoRR},
volume = {abs/1808.00818},
year = {2018},
url = {http://arxiv.org/abs/1808.00818},
eprinttype = {arXiv},
eprint = {1808.00818},
timestamp = {Sun, 02 Sep 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1808-00818.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-10689,
author = {Ieva Kazlauskaite and
Ivan Ustyuzhaninov and
Carl Henrik Ek and
Neill D. F. Campbell},
title = {Sequence Alignment with Dirichlet Process Mixtures},
journal = {CoRR},
volume = {abs/1811.10689},
year = {2018},
url = {http://arxiv.org/abs/1811.10689},
eprinttype = {arXiv},
eprint = {1811.10689},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-10689.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-10048,
author = {Tiehang Duan and
Jos{\'{e}} P. Pinto and
Xiaohui Xie},
title = {Parallel Clustering of Single Cell Transcriptomic Data with Split-Merge
Sampling on Dirichlet Process Mixtures},
journal = {CoRR},
volume = {abs/1812.10048},
year = {2018},
url = {http://arxiv.org/abs/1812.10048},
eprinttype = {arXiv},
eprint = {1812.10048},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-10048.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/GamasaeeZ17,
author = {R. Gamasaee and
M. H. Fazel Zarandi},
title = {Dynamic Type-2 Fuzzy Dependent Dirichlet Regression Mixture clustering
model},
journal = {Appl. Soft Comput.},
volume = {57},
pages = {577--604},
year = {2017},
url = {https://doi.org/10.1016/j.asoc.2017.04.003},
doi = {10.1016/J.ASOC.2017.04.003},
timestamp = {Mon, 26 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/GamasaeeZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/WuSWCC17,
author = {Steven H. Wu and
Rachel Schwartz and
David J. Winter and
Donald F. Conrad and
Reed A. Cartwright},
title = {Estimating error models for whole genome sequencing using mixtures
of Dirichlet-multinomial distributions},
journal = {Bioinform.},
volume = {33},
number = {15},
pages = {2322--2329},
year = {2017},
url = {https://doi.org/10.1093/bioinformatics/btx133},
doi = {10.1093/BIOINFORMATICS/BTX133},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/WuSWCC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/WangW17,
author = {Xue Wang and
Stephen G. Walker},
title = {An optimal data ordering scheme for Dirichlet process mixture models},
journal = {Comput. Stat. Data Anal.},
volume = {112},
pages = {42--52},
year = {2017},
url = {https://doi.org/10.1016/j.csda.2017.02.010},
doi = {10.1016/J.CSDA.2017.02.010},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/WangW17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-ipr/RabbaniNSR17,
author = {Navid Rabbani and
Behzad Nazari and
Saeid Sadri and
Reyhaneh Rikhtehgaran},
title = {Efficient Bayesian approach to saliency detection based on Dirichlet
process mixture},
journal = {{IET} Image Process.},
volume = {11},
number = {11},
pages = {1103--1113},
year = {2017},
url = {https://doi.org/10.1049/iet-ipr.2017.0267},
doi = {10.1049/IET-IPR.2017.0267},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-ipr/RabbaniNSR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/YerebakanD17,
author = {Halid Ziya Yerebakan and
Murat Dundar},
title = {Partially collapsed parallel Gibbs sampler for Dirichlet process mixture
models},
journal = {Pattern Recognit. Lett.},
volume = {90},
pages = {22--27},
year = {2017},
url = {https://doi.org/10.1016/j.patrec.2017.03.009},
doi = {10.1016/J.PATREC.2017.03.009},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/YerebakanD17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/MiglioratiOM17,
author = {Sonia Migliorati and
Andrea Ongaro and
Gianna Serafina Monti},
title = {A structured Dirichlet mixture model for compositional data: inferential
and applicative issues},
journal = {Stat. Comput.},
volume = {27},
number = {4},
pages = {963--983},
year = {2017},
url = {https://doi.org/10.1007/s11222-016-9665-y},
doi = {10.1007/S11222-016-9665-Y},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/MiglioratiOM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/Song000JA17,
author = {Wanying Song and
Ming Li and
Peng Zhang and
Yan Wu and
Lu Jia and
Lin An},
title = {Unsupervised PolSAR Image Classification and Segmentation Using Dirichlet
Process Mixture Model and Markov Random Fields With Similarity Measure},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {10},
number = {8},
pages = {3556--3568},
year = {2017},
url = {https://doi.org/10.1109/JSTARS.2017.2684301},
doi = {10.1109/JSTARS.2017.2684301},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/Song000JA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tase/LiuBRKB17,
author = {Jia Peter Liu and
{\"{O}}mer Faruk Beyca and
Prahalad K. Rao and
Zhenyu James Kong and
Satish T. S. Bukkapatnam},
title = {Dirichlet Process Gaussian Mixture Models for Real-Time Monitoring
and Their Application to Chemical Mechanical Planarization},
journal = {{IEEE} Trans Autom. Sci. Eng.},
volume = {14},
number = {1},
pages = {208--221},
year = {2017},
url = {https://doi.org/10.1109/TASE.2016.2599436},
doi = {10.1109/TASE.2016.2599436},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tase/LiuBRKB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tim/YuSTH17,
author = {Jinsong Yu and
Liang Shuang and
Diyin Tang and
Liu Hao},
title = {Remaining Discharge Time Prognostics of Lithium-Ion Batteries Using
Dirichlet Process Mixture Model and Particle Filtering Method},
journal = {{IEEE} Trans. Instrum. Meas.},
volume = {66},
number = {9},
pages = {2317--2328},
year = {2017},
url = {https://doi.org/10.1109/TIM.2017.2708204},
doi = {10.1109/TIM.2017.2708204},
timestamp = {Mon, 08 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tim/YuSTH17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FanSB17,
author = {Wentao Fan and
Hassen Sallay and
Nizar Bouguila},
title = {Online Learning of Hierarchical Pitman-Yor Process Mixture of Generalized
Dirichlet Distributions With Feature Selection},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {28},
number = {9},
pages = {2048--2061},
year = {2017},
url = {https://doi.org/10.1109/TNNLS.2016.2574500},
doi = {10.1109/TNNLS.2016.2574500},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/FanSB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icann/Hosino17,
author = {Tikara Hosino},
editor = {Alessandra Lintas and
Stefano Rovetta and
Paul F. M. J. Verschure and
Alessandro E. P. Villa},
title = {Two Alternative Criteria for a Split-Merge {MCMC} on Dirichlet Process
Mixture Models},
booktitle = {Artificial Neural Networks and Machine Learning - {ICANN} 2017 - 26th
International Conference on Artificial Neural Networks, Alghero, Italy,
September 11-14, 2017, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {10614},
pages = {672--679},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-68612-7\_76},
doi = {10.1007/978-3-319-68612-7\_76},
timestamp = {Fri, 27 Mar 2020 08:51:30 +0100},
biburl = {https://dblp.org/rec/conf/icann/Hosino17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/FanBL17,
author = {Wentao Fan and
Nizar Bouguila and
Xin Liu},
title = {A hierarchical Dirichlet process mixture of {GID} Distributions with
feature selection for spatio-temporal video modeling and segmentation},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {2771--2775},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952661},
doi = {10.1109/ICASSP.2017.7952661},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/FanBL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MasoudimansourB17,
author = {Walid Masoudimansour and
Nizar Bouguila},
title = {Dirichlet Mixture Matching Projection for supervised linear dimensionality
reduction of proportional data},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {2806--2810},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7952668},
doi = {10.1109/ICASSP.2017.7952668},
timestamp = {Fri, 23 Jun 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/MasoudimansourB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SeshadriRR17,
author = {Shreyas Seshadri and
Ulpu Remes and
Okko R{\"{a}}s{\"{a}}nen},
title = {Dirichlet process mixture models for clustering i-vector data},
booktitle = {2017 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2017, New Orleans, LA, USA, March 5-9, 2017},
pages = {5470--5474},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICASSP.2017.7953202},
doi = {10.1109/ICASSP.2017.7953202},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SeshadriRR17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icit2/ObohB17,
author = {Bromensele Samuel Oboh and
Nizar Bouguila},
title = {Unsupervised learning of finite mixtures using scaled dirichlet distribution
and its application to software modules categorization},
booktitle = {{IEEE} International Conference on Industrial Technology, {ICIT} 2017,
Toronto, ON, Canada, March 22-25, 2017},
pages = {1085--1090},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICIT.2017.7915513},
doi = {10.1109/ICIT.2017.7915513},
timestamp = {Wed, 16 Oct 2019 14:14:48 +0200},
biburl = {https://dblp.org/rec/conf/icit2/ObohB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WangL17a,
author = {Ruohui Wang and
Dahua Lin},
editor = {Carles Sierra},
title = {Scalable Estimation of Dirichlet Process Mixture Models on Distributed
Data},
booktitle = {Proceedings of the Twenty-Sixth International Joint Conference on
Artificial Intelligence, {IJCAI} 2017, Melbourne, Australia, August
19-25, 2017},
pages = {4632--4639},
publisher = {ijcai.org},
year = {2017},
url = {https://doi.org/10.24963/ijcai.2017/646},
doi = {10.24963/IJCAI.2017/646},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WangL17a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lsms/YuDWP17,
author = {Yue Yu and
Li Deng and
Lili Wang and
Honglin Pang},
editor = {Dong Yue and
Chen Peng and
Dajun Du and
Tengfei Zhang and
Min Zheng and
Qing{-}Long Han},
title = {A Skylight Opening Prediction Method Based on Parallel Dirichlet Process
Mixture Model Clustering},
booktitle = {Intelligent Computing, Networked Control, and Their Engineering Applications
- International Conference on Life System Modeling and Simulation,
{LSMS} 2017 - and - International Conference on Intelligent Computing
for Sustainable Energy and Environment, {ICSEE} 2017, Nanjing, China,
September 22-24, 2017, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {762},
pages = {240--251},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-981-10-6373-2\_25},
doi = {10.1007/978-981-10-6373-2\_25},
timestamp = {Wed, 15 Nov 2023 17:34:52 +0100},
biburl = {https://dblp.org/rec/conf/lsms/YuDWP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BonnevieSM17,
author = {Rasmus Bonnevie and
Mikkel N. Schmidt and
Morten M{\o}rup},
editor = {Naonori Ueda and
Shinji Watanabe and
Tomoko Matsui and
Jen{-}Tzung Chien and
Jan Larsen},
title = {Difference-of-Convex optimization for variational kl-corrected inference
in dirichlet process mixtures},
booktitle = {27th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2017, Tokyo, Japan, September 25-28, 2017},
pages = {1--6},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/MLSP.2017.8168159},
doi = {10.1109/MLSP.2017.8168159},
timestamp = {Tue, 30 Jun 2020 10:25:30 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/BonnevieSM17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mobiquitous/NguyenZLK17,
author = {Thuong Nguyen and
Qing Zhang and
Duc Viet Le and
Mohan Karunanithi},
editor = {Tao Gu and
Ramamohanarao Kotagiri and
Huai Liu},
title = {Dirichlet Process Gaussian Mixture Model for Activity Discovery in
Smart Homes with Ambient Sensors},
booktitle = {Proceedings of the 14th {EAI} International Conference on Mobile and
Ubiquitous Systems: Computing, Networking and Services, Melbourne,
Australia, November 7-10, 2017},
pages = {383--392},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3144457.3144464},
doi = {10.1145/3144457.3144464},
timestamp = {Mon, 04 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mobiquitous/NguyenZLK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mswim/SunXZK17,
author = {Mingxuan Sun and
Guangyue Xu and
Junjie Zhang and
Dae Wook Kim},
editor = {Antonio A. F. Loureiro and
Hsiao{-}Chun Wu and
F. Richard Yu},
title = {Tracking You through {DNS} Traffic: Linking User Sessions by Clustering
with Dirichlet Mixture Model},
booktitle = {Proceedings of the 20th {ACM} International Conference on Modelling,
Analysis and Simulation of Wireless and Mobile Systems, MSWiM 2017,
Miami, FL, USA, November 21 - 25, 2017},
pages = {303--310},
publisher = {{ACM}},
year = {2017},
url = {https://doi.org/10.1145/3127540.3127567},
doi = {10.1145/3127540.3127567},
timestamp = {Fri, 17 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mswim/SunXZK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mwscas/SinghB17,
author = {Jai Puneet Singh and
Nizar Bouguila},
title = {Spatially constrained Generalized Dirichlet mixture model for image
segmentation},
booktitle = {{IEEE} 60th International Midwest Symposium on Circuits and Systems,
{MWSCAS} 2017, Boston, MA, USA, August 6-9, 2017},
pages = {140--143},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/MWSCAS.2017.8052880},
doi = {10.1109/MWSCAS.2017.8052880},
timestamp = {Mon, 09 Aug 2021 14:54:01 +0200},
biburl = {https://dblp.org/rec/conf/mwscas/SinghB17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/XuZ17,
author = {Hongteng Xu and
Hongyuan Zha},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {1354--1363},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/dd8eb9f23fbd362da0e3f4e70b878c16-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/XuZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/wacv/VaradarajanSAMO17,
author = {Jagannadan Varadarajan and
Ramanathan Subramanian and
Narendra Ahuja and
Pierre Moulin and
Jean{-}Marc Odobez},
title = {Active Online Anomaly Detection Using Dirichlet Process Mixture Model
and Gaussian Process Classification},
booktitle = {2017 {IEEE} Winter Conference on Applications of Computer Vision,
{WACV} 2017, Santa Rosa, CA, USA, March 24-31, 2017},
pages = {615--623},
publisher = {{IEEE} Computer Society},
year = {2017},
url = {https://doi.org/10.1109/WACV.2017.74},
doi = {10.1109/WACV.2017.74},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/wacv/VaradarajanSAMO17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Li17i,
author = {Shaohua Li},
title = {Dirichlet-vMF Mixture Model},
journal = {CoRR},
volume = {abs/1702.07495},
year = {2017},
url = {http://arxiv.org/abs/1702.07495},
eprinttype = {arXiv},
eprint = {1702.07495},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Li17i.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/Malmgren-Hansen17,
author = {David Malmgren{-}Hansen and
Allan Aasbjerg Nielsen and
Rasmus Engholm},
title = {Analyzing Learned Convnet Features with Dirichlet Process Gaussian
Mixture Models},
journal = {CoRR},
volume = {abs/1702.07189},
year = {2017},
url = {http://arxiv.org/abs/1702.07189},
eprinttype = {arXiv},
eprint = {1702.07189},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/Malmgren-Hansen17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuZ17,
author = {Hongteng Xu and
Hongyuan Zha},
title = {A Dirichlet Mixture Model of Hawkes Processes for Event Sequence Clustering},
journal = {CoRR},
volume = {abs/1701.09177},
year = {2017},
url = {http://arxiv.org/abs/1701.09177},
eprinttype = {arXiv},
eprint = {1701.09177},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XuZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-06304,
author = {Ruohui Wang and
Dahua Lin},
title = {Scalable Estimation of Dirichlet Process Mixture Models on Distributed
Data},
journal = {CoRR},
volume = {abs/1709.06304},
year = {2017},
url = {http://arxiv.org/abs/1709.06304},
eprinttype = {arXiv},
eprint = {1709.06304},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-06304.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/RikhtehgaranK16,
author = {Reyhaneh Rikhtehgaran and
Iraj Kazemi},
title = {The determination of uncertainty levels in robust clustering of subjects
with longitudinal observations using the Dirichlet process mixture},
journal = {Adv. Data Anal. Classif.},
volume = {10},
number = {4},
pages = {541--562},
year = {2016},
url = {https://doi.org/10.1007/s11634-016-0262-x},
doi = {10.1007/S11634-016-0262-X},
timestamp = {Wed, 01 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adac/RikhtehgaranK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/apin/BdiriBZ16,
author = {Taoufik Bdiri and
Nizar Bouguila and
Djemel Ziou},
title = {Variational Bayesian inference for infinite generalized inverted Dirichlet
mixtures with feature selection and its application to clustering},
journal = {Appl. Intell.},
volume = {44},
number = {3},
pages = {507--525},
year = {2016},
url = {https://doi.org/10.1007/s10489-015-0714-6},
doi = {10.1007/S10489-015-0714-6},
timestamp = {Wed, 26 Jul 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/apin/BdiriBZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/automatica/WeiLZFLKOH16,
author = {Hongchuan Wei and
Wenjie Lu and
Pingping Zhu and
Silvia Ferrari and
Miao Liu and
Robert H. Klein and
Shayegan Omidshafiei and
Jonathan P. How},
title = {Information value in nonparametric Dirichlet-process Gaussian-process
{(DPGP)} mixture models},
journal = {Autom.},
volume = {74},
pages = {360--368},
year = {2016},
url = {https://doi.org/10.1016/j.automatica.2016.07.018},
doi = {10.1016/J.AUTOMATICA.2016.07.018},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/automatica/WeiLZFLKOH16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/ZhangSZYW16,
author = {Xunan Zhang and
Shiji Song and
Lei Zhu and
Keyou You and
Cheng Wu},
title = {Unsupervised learning of Dirichlet process mixture models with missing
data},
journal = {Sci. China Inf. Sci.},
volume = {59},
number = {1},
pages = {1--14},
year = {2016},
url = {https://doi.org/10.1007/s11432-015-5429-0},
doi = {10.1007/S11432-015-5429-0},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/chinaf/ZhangSZYW16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/EpaillardB16,
author = {Elise Epaillard and
Nizar Bouguila},
title = {Proportional data modeling with hidden Markov models based on generalized
Dirichlet and Beta-Liouville mixtures applied to anomaly detection
in public areas},
journal = {Pattern Recognit.},
volume = {55},
pages = {125--136},
year = {2016},
url = {https://doi.org/10.1016/j.patcog.2016.02.004},
doi = {10.1016/J.PATCOG.2016.02.004},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/EpaillardB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/HeinzlT16,
author = {Felix Heinzl and
Gerhard Tutz},
title = {Additive mixed models with approximate Dirichlet process mixtures:
the {EM} approach},
journal = {Stat. Comput.},
volume = {26},
number = {1-2},
pages = {73--92},
year = {2016},
url = {https://doi.org/10.1007/s11222-014-9475-z},
doi = {10.1007/S11222-014-9475-Z},
timestamp = {Wed, 09 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/HeinzlT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/soco/FanSBB16,
author = {Wentao Fan and
Hassen Sallay and
Nizar Bouguila and
Sami Bourouis},
title = {Variational learning of hierarchical infinite generalized Dirichlet
mixture models and applications},
journal = {Soft Comput.},
volume = {20},
number = {3},
pages = {979--990},
year = {2016},
url = {https://doi.org/10.1007/s00500-014-1557-5},
doi = {10.1007/S00500-014-1557-5},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/soco/FanSBB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tits/SunYL16,
author = {Xing Sun and
Nelson H. C. Yung and
Edmund Y. Lam},
title = {Unsupervised Tracking With the Doubly Stochastic Dirichlet Process
Mixture Model},
journal = {{IEEE} Trans. Intell. Transp. Syst.},
volume = {17},
number = {9},
pages = {2594--2599},
year = {2016},
url = {https://doi.org/10.1109/TITS.2016.2518212},
doi = {10.1109/TITS.2016.2518212},
timestamp = {Tue, 24 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tits/SunYL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ChenZX16,
author = {Gang Chen and
Haiying Zhang and
Caiming Xiong},
editor = {Dale Schuurmans and
Michael P. Wellman},
title = {Maximum Margin Dirichlet Process Mixtures for Clustering},
booktitle = {Proceedings of the Thirtieth {AAAI} Conference on Artificial Intelligence,
February 12-17, 2016, Phoenix, Arizona, {USA}},
pages = {1491--1497},
publisher = {{AAAI} Press},
year = {2016},
url = {https://doi.org/10.1609/aaai.v30i1.10197},
doi = {10.1609/AAAI.V30I1.10197},
timestamp = {Mon, 04 Sep 2023 15:08:28 +0200},
biburl = {https://dblp.org/rec/conf/aaai/ChenZX16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cbd/DuLLSJ16,
author = {Fei Du and
Yezheng Liu and
Xiao Liu and
Jianshan Sun and
Yuan{-}Chun Jiang},
title = {User Role Analysis in Online Social Networks Based on Dirichlet Process
Mixture Models},
booktitle = {International Conference on Advanced Cloud and Big Data, {CBD} 2016,
Chengdu, China, August 13-16, 2016},
pages = {172--177},
publisher = {{IEEE} Computer Society},
year = {2016},
url = {https://doi.org/10.1109/CBD.2016.039},
doi = {10.1109/CBD.2016.039},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cbd/DuLLSJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ei-ipmva/SunYLS16,
author = {Xing Sun and
Nelson H. C. Yung and
Edmund Y. Lam and
Hayden K. H. So},
editor = {Edmund Y. Lam and
Henry Y. T. Ngan and
Kurt S. Niel},
title = {Unsupervised tracking with a low computational cost using the doubly
stochastic Dirichlet process mixture model},
booktitle = {Image Processing: Machine Vision Applications IX, San Francisco, CA,
USA, February 14-18, 2016},
pages = {1--8},
publisher = {Society for Imaging Science and Technology},
year = {2016},
url = {https://doi.org/10.2352/ISSN.2470-1173.2016.14.IPMVA-381},
doi = {10.2352/ISSN.2470-1173.2016.14.IPMVA-381},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ei-ipmva/SunYLS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YuD16,
author = {Kezi Yu and
Petar M. Djuric},
title = {Dirichlet process mixture models for time-dependent clustering},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {4383--4387},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7472505},
doi = {10.1109/ICASSP.2016.7472505},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/YuD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/YuQD16,
author = {Kezi Yu and
J. Gerald Quirk and
Petar M. Djuric},
title = {Fetal heart rate analysis by hierarchical dirichlet process mixture
models},
booktitle = {2016 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2016, Shanghai, China, March 20-25, 2016},
pages = {709--713},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/ICASSP.2016.7471767},
doi = {10.1109/ICASSP.2016.7471767},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/YuQD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/PrabhakaranACP16,
author = {Sandhya Prabhakaran and
Elham Azizi and
Ambrose J. Carr and
Dana Pe'er},
editor = {Maria{-}Florina Balcan and
Kilian Q. Weinberger},
title = {Dirichlet Process Mixture Model for Correcting Technical Variation
in Single-Cell Gene Expression Data},
booktitle = {Proceedings of the 33nd International Conference on Machine Learning,
{ICML} 2016, New York City, NY, USA, June 19-24, 2016},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {48},
pages = {1070--1079},
publisher = {JMLR.org},
year = {2016},
url = {http://proceedings.mlr.press/v48/prabhakaran16.html},
timestamp = {Thu, 14 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/PrabhakaranACP16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/WongKLK16,
author = {Lawson L. S. Wong and
Thanard Kurutach and
Tom{\'{a}}s Lozano{-}P{\'{e}}rez and
Leslie Pack Kaelbling},
editor = {Subbarao Kambhampati},
title = {Object-Based World Modeling in Semi-Static Environments with Dependent
Dirichlet Process Mixtures},
booktitle = {Proceedings of the Twenty-Fifth International Joint Conference on
Artificial Intelligence, {IJCAI} 2016, New York, NY, USA, 9-15 July
2016},
pages = {3513--3521},
publisher = {{IJCAI/AAAI} Press},
year = {2016},
url = {http://www.ijcai.org/Abstract/16/496},
timestamp = {Tue, 20 Aug 2019 16:19:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/WongKLK16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/ChienLT16,
author = {Jen{-}Tzung Chien and
Chao{-}Hsi Lee and
Zheng{-}Hua Tan},
editor = {Francesco A. N. Palmieri and
Aurelio Uncini and
Kostas I. Diamantaras and
Jan Larsen},
title = {Dirichlet mixture allocation},
booktitle = {26th {IEEE} International Workshop on Machine Learning for Signal
Processing, {MLSP} 2016, Vietri sul Mare, Salerno, Italy, September
13-16, 2016},
pages = {1--6},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/MLSP.2016.7738866},
doi = {10.1109/MLSP.2016.7738866},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/ChienLT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mmsp/MasoudimansourB16,
author = {Walid Masoudimansour and
Nizar Bouguila},
title = {Generalized dirichlet mixture matching projection for supervised linear
dimensionality reduction of proportional data},
booktitle = {18th {IEEE} International Workshop on Multimedia Signal Processing,
{MMSP} 2016, Montreal, QC, Canada, September 21-23, 2016},
pages = {1--6},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/MMSP.2016.7813403},
doi = {10.1109/MMSP.2016.7813403},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mmsp/MasoudimansourB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/ShimosakaTTT16,
author = {Masamichi Shimosaka and
Takeshi Tsukiji and
Shoji Tominaga and
Kota Tsubouchi},
editor = {Paolo Frasconi and
Niels Landwehr and
Giuseppe Manco and
Jilles Vreeken},
title = {Coupled Hierarchical Dirichlet Process Mixtures for Simultaneous Clustering
and Topic Modeling},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2016, Riva del Garda, Italy, September 19-23, 2016,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {9852},
pages = {230--246},
publisher = {Springer},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46227-1\_15},
doi = {10.1007/978-3-319-46227-1\_15},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/ShimosakaTTT16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SigirciB16,
author = {Ibrahim Onur Sigirci and
Gokhan Bilgin},
title = {Hyperspectral image classification using spatial features extracted
by fuzzy C-Means and Dirichlet Mixture Model},
booktitle = {24th Signal Processing and Communication Application Conference, {SIU}
2016, Zonguldak, Turkey, May 16-19, 2016},
pages = {897--900},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/SIU.2016.7495885},
doi = {10.1109/SIU.2016.7495885},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/SigirciB16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/advai/ZhangZL15,
author = {Chunyue Zhang and
Tiejun Zhao and
Tingting Li},
title = {A Dirichlet Process Mixture Based Name Origin Clustering and Alignment
Model for Transliteration},
journal = {Adv. Artif. Intell.},
volume = {2015},
pages = {927063:1--927063:10},
year = {2015},
url = {https://doi.org/10.1155/2015/927063},
doi = {10.1155/2015/927063},
timestamp = {Fri, 03 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/advai/ZhangZL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cee/FanSBB15,
author = {Wentao Fan and
Hassen Sallay and
Nizar Bouguila and
Sami Bourouis},
title = {A hierarchical Dirichlet process mixture of generalized Dirichlet
distributions for feature selection},
journal = {Comput. Electr. Eng.},
volume = {43},
pages = {48--65},
year = {2015},
url = {https://doi.org/10.1016/j.compeleceng.2015.03.018},
doi = {10.1016/J.COMPELECENG.2015.03.018},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cee/FanSBB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/FanB15,
author = {Wentao Fan and
Nizar Bouguila},
title = {Expectation propagation learning of a Dirichlet process mixture of
Beta-Liouville distributions for proportional data clustering},
journal = {Eng. Appl. Artif. Intell.},
volume = {43},
pages = {1--14},
year = {2015},
url = {https://doi.org/10.1016/j.engappai.2015.03.016},
doi = {10.1016/J.ENGAPPAI.2015.03.016},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eaai/FanB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/HastieLR15,
author = {David I. Hastie and
Silvia Liverani and
Sylvia Richardson},
title = {Sampling from Dirichlet process mixture models with unknown concentration
parameter: mixing issues in large data implementations},
journal = {Stat. Comput.},
volume = {25},
number = {5},
pages = {1023--1037},
year = {2015},
url = {https://doi.org/10.1007/s11222-014-9471-3},
doi = {10.1007/S11222-014-9471-3},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/HastieLR15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taffco/WangLCCH15,
author = {Jia{-}Ching Wang and
Yuan{-}Shan Lee and
Yu{-}Hao Chin and
Ying{-}Ren Chen and
Wen{-}Chi Hsieh},
title = {Hierarchical Dirichlet Process Mixture Model for Music Emotion Recognition},
journal = {{IEEE} Trans. Affect. Comput.},
volume = {6},
number = {3},
pages = {261--271},
year = {2015},
url = {https://doi.org/10.1109/TAFFC.2015.2415212},
doi = {10.1109/TAFFC.2015.2415212},
timestamp = {Fri, 24 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taffco/WangLCCH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/ChenGZ15,
author = {Huidong Chen and
Jihong Guan and
Shuigeng Zhou},
title = {DPNuc: Identifying Nucleosome Positions Based on the Dirichlet Process
Mixture Model},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {12},
number = {6},
pages = {1236--1247},
year = {2015},
url = {https://doi.org/10.1109/TCBB.2015.2430350},
doi = {10.1109/TCBB.2015.2430350},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/ChenGZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acml/HuynhPV15,
author = {Viet Huynh and
Dinh Q. Phung and
Svetha Venkatesh},
title = {Streaming Variational Inference for Dirichlet Process Mixtures},
booktitle = {Proceedings of The 7th Asian Conference on Machine Learning, {ACML}
2015, Hong Kong, November 20-22, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {45},
pages = {237--252},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v45/Huynh15.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/conf/acml/HuynhPV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/StraubCFF15,
author = {Julian Straub and
Jason Chang and
Oren Freifeld and
John W. Fisher III},
editor = {Guy Lebanon and
S. V. N. Vishwanathan},
title = {A Dirichlet Process Mixture Model for Spherical Data},
booktitle = {Proceedings of the Eighteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2015, San Diego, California,
USA, May 9-12, 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {38},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v38/straub15.html},
timestamp = {Thu, 04 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aistats/StraubCFF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/Chatzis15,
author = {Sotirios P. Chatzis},
editor = {James Bailey and
Alistair Moffat and
Charu C. Aggarwal and
Maarten de Rijke and
Ravi Kumar and
Vanessa Murdock and
Timos K. Sellis and
Jeffrey Xu Yu},
title = {Inducing Space Dirichlet Process Mixture Large-Margin Entity RelationshipInference
in Knowledge Bases},
booktitle = {Proceedings of the 24th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2015, Melbourne, VIC, Australia,
October 19 - 23, 2015},
pages = {1311--1320},
publisher = {{ACM}},
year = {2015},
url = {https://doi.org/10.1145/2806416.2806499},
doi = {10.1145/2806416.2806499},
timestamp = {Mon, 26 Apr 2021 09:27:03 +0200},
biburl = {https://dblp.org/rec/conf/cikm/Chatzis15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/dasfaa/LinhATT15,
author = {Ngo Van Linh and
Nguyen Kim Anh and
Khoat Than and
Nguyen Nguyen Tat},
editor = {Matthias Renz and
Cyrus Shahabi and
Xiaofang Zhou and
Muhammad Aamir Cheema},
title = {Effective and Interpretable Document Classification Using Distinctly
Labeled Dirichlet Process Mixture Models of von Mises-Fisher Distributions},
booktitle = {Database Systems for Advanced Applications - 20th International Conference,
{DASFAA} 2015, Hanoi, Vietnam, April 20-23, 2015, Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {9050},
pages = {139--153},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-18123-3\_9},
doi = {10.1007/978-3-319-18123-3\_9},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/dasfaa/LinhATT15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/GongZH15,
author = {Yeyun Gong and
Qi Zhang and
Xuanjing Huang},
editor = {Llu{\'{\i}}s M{\`{a}}rquez and
Chris Callison{-}Burch and
Jian Su and
Daniele Pighin and
Yuval Marton},
title = {Hashtag Recommendation Using Dirichlet Process Mixture Models Incorporating
Types of Hashtags},
booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2015, Lisbon, Portugal, September 17-21,
2015},
pages = {401--410},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.18653/v1/d15-1046},
doi = {10.18653/V1/D15-1046},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/GongZH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HuLLSW15,
author = {Linmei Hu and
Juanzi Li and
Xiaoli Li and
Chao Shao and
Xuzhong Wang},
editor = {Llu{\'{\i}}s M{\`{a}}rquez and
Chris Callison{-}Burch and
Jian Su and
Daniele Pighin and
Yuval Marton},
title = {{TSDPMM:} Incorporating Prior Topic Knowledge into Dirichlet Process
Mixture Models for Text Clustering},
booktitle = {Proceedings of the 2015 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2015, Lisbon, Portugal, September 17-21,
2015},
pages = {787--792},
publisher = {The Association for Computational Linguistics},
year = {2015},
url = {https://doi.org/10.18653/v1/d15-1091},
doi = {10.18653/V1/D15-1091},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HuLLSW15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/MagnantGGRJ15a,
author = {Clement Magnant and
Audrey Giremus and
{\'{E}}ric Grivel and
Laurent Ratton and
Bernard Joseph},
title = {Dirichlet-process-mixture-based Bayesian nonparametric method for
Markov switching process estimation},
booktitle = {23rd European Signal Processing Conference, {EUSIPCO} 2015, Nice,
France, August 31 - September 4, 2015},
pages = {1969--1973},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/EUSIPCO.2015.7362728},
doi = {10.1109/EUSIPCO.2015.7362728},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eusipco/MagnantGGRJ15a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ZhaoCHDB15,
author = {Yijun Zhao and
Tanuja Chitnis and
Brian C. Healy and
Jennifer G. Dy and
Carla E. Brodley},
editor = {Charu C. Aggarwal and
Zhi{-}Hua Zhou and
Alexander Tuzhilin and
Hui Xiong and
Xindong Wu},
title = {Domain Induced Dirichlet Mixture of Gaussian Processes: An Application
to Predicting Disease Progression in Multiple Sclerosis Patients},
booktitle = {2015 {IEEE} International Conference on Data Mining, {ICDM} 2015,
Atlantic City, NJ, USA, November 14-17, 2015},
pages = {1129--1134},
publisher = {{IEEE} Computer Society},
year = {2015},
url = {https://doi.org/10.1109/ICDM.2015.74},
doi = {10.1109/ICDM.2015.74},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ZhaoCHDB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/FanB15,
author = {Wentao Fan and
Nizar Bouguila},
title = {Dynamic textures clustering using a hierarchical Pitman-Yor process
mixture of Dirichlet distributions},
booktitle = {2015 {IEEE} International Conference on Image Processing, {ICIP} 2015,
Quebec City, QC, Canada, September 27-30, 2015},
pages = {296--300},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICIP.2015.7350807},
doi = {10.1109/ICIP.2015.7350807},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icip/FanB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/GeCWG15,
author = {Hong Ge and
Yutian Chen and
Moquan Wan and
Zoubin Ghahramani},
editor = {Francis R. Bach and
David M. Blei},
title = {Distributed Inference for Dirichlet Process Mixture Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2276--2284},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/gea15.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/GeCWG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/icml/YenLZRD15,
author = {Ian En{-}Hsu Yen and
Xin Lin and
Kai Zhong and
Pradeep Ravikumar and
Inderjit S. Dhillon},
editor = {Francis R. Bach and
David M. Blei},
title = {A Convex Exemplar-based Approach to MAD-Bayes Dirichlet Process Mixture
Models},
booktitle = {Proceedings of the 32nd International Conference on Machine Learning,
{ICML} 2015, Lille, France, 6-11 July 2015},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {37},
pages = {2418--2426},
publisher = {JMLR.org},
year = {2015},
url = {http://proceedings.mlr.press/v37/yen15.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/YenLZRD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FanB15,
author = {Wentao Fan and
Nizar Bouguila},
editor = {Tao Li and
Lukasz A. Kurgan and
Vasile Palade and
Randy Goebel and
Andreas Holzinger and
Karin Verspoor and
M. Arif Wani},
title = {Topic Novelty Detection Using Infinite Variational Inverted Dirichlet
Mixture Models},
booktitle = {14th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2015, Miami, FL, USA, December 9-11, 2015},
pages = {70--75},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICMLA.2015.70},
doi = {10.1109/ICMLA.2015.70},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/FanB15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FanSBD15,
author = {Wentao Fan and
Hassen Sallay and
Nizar Bouguila and
Ji{-}Xiang Du},
editor = {Tao Li and
Lukasz A. Kurgan and
Vasile Palade and
Randy Goebel and
Andreas Holzinger and
Karin Verspoor and
M. Arif Wani},
title = {Human Action Recognition Using Accelerated Variational Learning of
Infinite Dirichlet Mixture Models},
booktitle = {14th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2015, Miami, FL, USA, December 9-11, 2015},
pages = {451--456},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICMLA.2015.68},
doi = {10.1109/ICMLA.2015.68},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/FanSBD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/ChenLXML15,
author = {Hongjie Chen and
Cheung{-}Chi Leung and
Lei Xie and
Bin Ma and
Haizhou Li},
title = {Parallel inference of dirichlet process Gaussian mixture models for
unsupervised acoustic modeling: a feasibility study},
booktitle = {{INTERSPEECH} 2015, 16th Annual Conference of the International Speech
Communication Association, Dresden, Germany, September 6-10, 2015},
pages = {3189--3193},
publisher = {{ISCA}},
year = {2015},
url = {https://doi.org/10.21437/Interspeech.2015-642},
doi = {10.21437/INTERSPEECH.2015-642},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/ChenLXML15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/TsiligkaridisF15,
author = {Theodoros Tsiligkaridis and
Keith W. Forsythe},
editor = {Corinna Cortes and
Neil D. Lawrence and
Daniel D. Lee and
Masashi Sugiyama and
Roman Garnett},
title = {Adaptive Low-Complexity Sequential Inference for Dirichlet Process
Mixture Models},
booktitle = {Advances in Neural Information Processing Systems 28: Annual Conference
on Neural Information Processing Systems 2015, December 7-12, 2015,
Montreal, Quebec, Canada},
pages = {28--36},
year = {2015},
url = {https://proceedings.neurips.cc/paper/2015/hash/c74d97b01eae257e44aa9d5bade97baf-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/TsiligkaridisF15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smp/GuanYYL15,
author = {Xinjun Guan and
Ying Yang and
Xinru Yang and
Chen Lin},
editor = {Xichun Zhang and
Maosong Sun and
Zhenyu Wang and
Xuanjing Huang},
title = {Dirichlet Process Mixture Model for Summarizing the Social Web},
booktitle = {Social Media Processing - 4th National Conference, {SMP} 2015, Guangzhou,
China, November 16-17, 2015, Proceedings},
series = {Communications in Computer and Information Science},
volume = {568},
pages = {83--94},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-981-10-0080-5\_8},
doi = {10.1007/978-981-10-0080-5\_8},
timestamp = {Fri, 16 Feb 2024 08:27:36 +0100},
biburl = {https://dblp.org/rec/conf/smp/GuanYYL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@incollection{DBLP:series/sci/TirdadBZ15,
author = {Parisa Tirdad and
Nizar Bouguila and
Djemel Ziou},
editor = {Yacine Laalaoui and
Nizar Bouguila},
title = {Variational Learning of Finite Inverted Dirichlet Mixture Models and
Applications},
booktitle = {Artificial Intelligence Applications in Information and Communication
Technologies},
series = {Studies in Computational Intelligence},
volume = {607},
pages = {119--145},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19833-0\_6},
doi = {10.1007/978-3-319-19833-0\_6},
timestamp = {Tue, 16 May 2017 14:24:37 +0200},
biburl = {https://dblp.org/rec/series/sci/TirdadBZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChamroukhiBG15,
author = {Faicel Chamroukhi and
Marius Bartcus and
Herv{\'{e}} Glotin},
title = {Dirichlet Process Parsimonious Mixtures for clustering},
journal = {CoRR},
volume = {abs/1501.03347},
year = {2015},
url = {http://arxiv.org/abs/1501.03347},
eprinttype = {arXiv},
eprint = {1501.03347},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChamroukhiBG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/WongKKL15,
author = {Lawson L. S. Wong and
Thanard Kurutach and
Leslie Pack Kaelbling and
Tom{\'{a}}s Lozano{-}P{\'{e}}rez},
title = {Object-based World Modeling in Semi-Static Environments with Dependent
Dirichlet-Process Mixtures},
journal = {CoRR},
volume = {abs/1512.00573},
year = {2015},
url = {http://arxiv.org/abs/1512.00573},
eprinttype = {arXiv},
eprint = {1512.00573},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/WongKKL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmmm/LuJYFC14,
author = {Yisu Lu and
Jun Jiang and
Wei Yang and
Qianjin Feng and
Wufan Chen},
title = {Multimodal Brain-Tumor Segmentation Based on Dirichlet Process Mixture
Model with Anisotropic Diffusion and Markov Random Field Prior},
journal = {Comput. Math. Methods Medicine},
volume = {2014},
pages = {717206:1--717206:10},
year = {2014},
url = {https://doi.org/10.1155/2014/717206},
doi = {10.1155/2014/717206},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmmm/LuJYFC14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/SabourinN14,
author = {Anne Sabourin and
Philippe Naveau},
title = {Bayesian Dirichlet mixture model for multivariate extremes: {A} re-parametrization},
journal = {Comput. Stat. Data Anal.},
volume = {71},
pages = {542--567},
year = {2014},
url = {https://doi.org/10.1016/j.csda.2013.04.021},
doi = {10.1016/J.CSDA.2013.04.021},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/csda/SabourinN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cvgip/WangZ14,
author = {Xiangrong Wang and
Jieyu Zhao},
title = {Swendsen-Wang Cuts sampling for spatially constrained Dirichlet process
mixture models},
journal = {Graph. Model.},
volume = {76},
number = {5},
pages = {496--506},
year = {2014},
url = {https://doi.org/10.1016/j.gmod.2014.03.008},
doi = {10.1016/J.GMOD.2014.03.008},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cvgip/WangZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BourouisMB14,
author = {Sami Bourouis and
Mohamed Al Mashrgy and
Nizar Bouguila},
title = {Bayesian learning of finite generalized inverted Dirichlet mixtures:
Application to object classification and forgery detection},
journal = {Expert Syst. Appl.},
volume = {41},
number = {5},
pages = {2329--2336},
year = {2014},
url = {https://doi.org/10.1016/j.eswa.2013.09.030},
doi = {10.1016/J.ESWA.2013.09.030},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eswa/BourouisMB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iet-ipr/ZhangWN14,
author = {Hui Zhang and
Q. M. Jonathan Wu and
Thanh Minh Nguyen},
title = {Image segmentation by dirichlet process mixture model with generalised
mean},
journal = {{IET} Image Process.},
volume = {8},
number = {2},
pages = {103--111},
year = {2014},
url = {https://doi.org/10.1049/iet-ipr.2013.0232},
doi = {10.1049/IET-IPR.2013.0232},
timestamp = {Sat, 15 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iet-ipr/ZhangWN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/FanB14,
author = {Wentao Fan and
Nizar Bouguila},
title = {Online variational learning of generalized Dirichlet mixture models
with feature selection},
journal = {Neurocomputing},
volume = {126},
pages = {166--179},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2012.09.047},
doi = {10.1016/J.NEUCOM.2012.09.047},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/FanB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/FanBZ14,
author = {Wentao Fan and
Nizar Bouguila and
Djemel Ziou},
title = {Variational learning of finite Dirichlet mixture models using component
splitting},
journal = {Neurocomputing},
volume = {129},
pages = {3--16},
year = {2014},
url = {https://doi.org/10.1016/j.neucom.2013.03.049},
doi = {10.1016/J.NEUCOM.2013.03.049},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/FanBZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/IsmailF14,
author = {Mohamed Maher Ben Ismail and
Hichem Frigui},
title = {Unsupervised clustering and feature weighting based on Generalized
Dirichlet mixture modeling},
journal = {Inf. Sci.},
volume = {274},
pages = {35--54},
year = {2014},
url = {https://doi.org/10.1016/j.ins.2014.02.146},
doi = {10.1016/J.INS.2014.02.146},
timestamp = {Sat, 27 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/IsmailF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/WadeDPT14,
author = {Sara Wade and
David B. Dunson and
Sonia Petrone and
Lorenzo Trippa},
title = {Improving prediction from dirichlet process mixtures via enrichment},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {1041--1071},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2638569},
doi = {10.5555/2627435.2638569},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/WadeDPT14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/kbs/MashrgyBB14,
author = {Mohamed Al Mashrgy and
Taoufik Bdiri and
Nizar Bouguila},
title = {Robust simultaneous positive data clustering and unsupervised feature
selection using generalized inverted Dirichlet mixture models},
journal = {Knowl. Based Syst.},
volume = {59},
pages = {182--195},
year = {2014},
url = {https://doi.org/10.1016/j.knosys.2014.01.007},
doi = {10.1016/J.KNOSYS.2014.01.007},
timestamp = {Tue, 25 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/kbs/MashrgyBB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mta/FanB14,
author = {Wentao Fan and
Nizar Bouguila},
title = {Variational learning for Dirichlet process mixtures of Dirichlet distributions
and applications},
journal = {Multim. Tools Appl.},
volume = {70},
number = {3},
pages = {1685--1702},
year = {2014},
url = {https://doi.org/10.1007/s11042-012-1191-0},
doi = {10.1007/S11042-012-1191-0},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mta/FanB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npl/FanB14,
author = {Wentao Fan and
Nizar Bouguila},
title = {Non-Gaussian Data Clustering via Expectation Propagation Learning
of Finite Dirichlet Mixture Models and Applications},
journal = {Neural Process. Lett.},
volume = {39},
number = {2},
pages = {115--135},
year = {2014},
url = {https://doi.org/10.1007/s11063-013-9293-x},
doi = {10.1007/S11063-013-9293-X},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npl/FanB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/EmonetVO14,
author = {R{\'{e}}mi Emonet and
Jagannadan Varadarajan and
Jean{-}Marc Odobez},
title = {Temporal Analysis of Motif Mixtures Using Dirichlet Processes},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {1},
pages = {140--156},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2013.100},
doi = {10.1109/TPAMI.2013.100},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pami/EmonetVO14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/pami/HainesX14,
author = {Tom S. F. Haines and
Tao Xiang},
title = {Background Subtraction with DirichletProcess Mixture Models},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {36},
number = {4},
pages = {670--683},
year = {2014},
url = {https://doi.org/10.1109/TPAMI.2013.239},
doi = {10.1109/TPAMI.2013.239},
timestamp = {Thu, 11 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/HainesX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/MaRTFL14,
author = {Zhanyu Ma and
Pravin Kumar Rana and
Jalil Taghia and
Markus Flierl and
Arne Leijon},
title = {Bayesian estimation of Dirichlet mixture model with variational inference},
journal = {Pattern Recognit.},
volume = {47},
number = {9},
pages = {3143--3157},
year = {2014},
url = {https://doi.org/10.1016/j.patcog.2014.04.002},
doi = {10.1016/J.PATCOG.2014.04.002},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pr/MaRTFL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/MaCKG14,
author = {Zhanyu Ma and
Saikat Chatterjee and
W. Bastiaan Kleijn and
Jun Guo},
title = {Dirichlet mixture modeling to estimate an empirical lower bound for
{LSF} quantization},
journal = {Signal Process.},
volume = {104},
pages = {291--295},
year = {2014},
url = {https://doi.org/10.1016/j.sigpro.2014.04.023},
doi = {10.1016/J.SIGPRO.2014.04.023},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/MaCKG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/PrabhakaranRZBR14,
author = {Sandhya Prabhakaran and
M{\'{e}}lanie Rey and
Osvaldo Zagordi and
Niko Beerenwinkel and
Volker Roth},
title = {{HIV} Haplotype Inference Using a Propagating Dirichlet Process Mixture
Model},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {11},
number = {1},
pages = {182--191},
year = {2014},
url = {https://doi.org/10.1109/TCBB.2013.145},
doi = {10.1109/TCBB.2013.145},
timestamp = {Mon, 03 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/PrabhakaranRZBR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tr/YuanLRK14,
author = {Tao Yuan and
Xi Liu and
Saleem Z. Ramadan and
Yue Kuo},
title = {Bayesian Analysis for Accelerated Life Tests Using a Dirichlet Process
Weibull Mixture Model},
journal = {{IEEE} Trans. Reliab.},
volume = {63},
number = {1},
pages = {58--67},
year = {2014},
url = {https://doi.org/10.1109/TR.2014.2299675},
doi = {10.1109/TR.2014.2299675},
timestamp = {Thu, 09 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tr/YuanLRK14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/vlsisp/MaLTG14,
author = {Zhanyu Ma and
Arne Leijon and
Zheng{-}Hua Tan and
Sheng Gao},
title = {Predictive Distribution of the Dirichlet Mixture Model by Local Variational
Inference},
journal = {J. Signal Process. Syst.},
volume = {74},
number = {3},
pages = {359--374},
year = {2014},
url = {https://doi.org/10.1007/s11265-013-0769-8},
doi = {10.1007/S11265-013-0769-8},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/vlsisp/MaLTG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aaai/WangZ14,
author = {Yining Wang and
Jun Zhu},
editor = {Carla E. Brodley and
Peter Stone},
title = {Small-Variance Asymptotics for Dirichlet Process Mixtures of SVMs},
booktitle = {Proceedings of the Twenty-Eighth {AAAI} Conference on Artificial Intelligence,
July 27 -31, 2014, Qu{\'{e}}bec City, Qu{\'{e}}bec, Canada},
pages = {2135--2141},
publisher = {{AAAI} Press},
year = {2014},
url = {https://doi.org/10.1609/aaai.v28i1.8959},
doi = {10.1609/AAAI.V28I1.8959},
timestamp = {Mon, 04 Sep 2023 15:06:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/WangZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/aistats/NeiswangerWX14,
author = {Willie Neiswanger and
Frank D. Wood and
Eric P. Xing},
title = {The Dependent Dirichlet Process Mixture of Objects for Detection-free
Tracking and Object Modeling},
booktitle = {Proceedings of the Seventeenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2014, Reykjavik, Iceland, April
22-25, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {33},
pages = {660--668},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v33/neiswanger14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/aistats/NeiswangerWX14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/annpr/EpaillardB14,
author = {Elise Epaillard and
Nizar Bouguila},
editor = {Neamat El Gayar and
Friedhelm Schwenker and
Cheng Suen},
title = {Hidden Markov Models Based on Generalized Dirichlet Mixtures for Proportional
Data Modeling},
booktitle = {Artificial Neural Networks in Pattern Recognition - 6th {IAPR} {TC}
3 International Workshop, {ANNPR} 2014, Montreal, QC, Canada, October
6-8, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8774},
pages = {71--82},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11656-3\_7},
doi = {10.1007/978-3-319-11656-3\_7},
timestamp = {Sun, 25 Oct 2020 23:01:53 +0100},
biburl = {https://dblp.org/rec/conf/annpr/EpaillardB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/cvpr/BarkerD14,
author = {Joseph W. Barker and
James W. Davis},
title = {Temporally-Dependent Dirichlet Process Mixtures for Egocentric Video
Segmentation},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2014, Columbus, OH, USA, June 23-28, 2014},
pages = {571--578},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/CVPRW.2014.88},
doi = {10.1109/CVPRW.2014.88},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BarkerD14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/dasfaa/FanB14,
author = {Wentao Fan and
Nizar Bouguila},
editor = {Wook{-}Shin Han and
Mong{-}Li Lee and
Agus Muliantara and
Ngurah Agus Sanjaya and
Bernhard Thalheim and
Shuigeng Zhou},
title = {Online Data Clustering Using Variational Learning of a Hierarchical
Dirichlet Process Mixture of Dirichlet Distributions},
booktitle = {Database Systems for Advanced Applications - 19th International Conference,
{DASFAA} 2014, International Workshops: BDMA, DaMEN, {SIM} - 3 - ,
UnCrowd; Bali, Indonesia, April 21-24, 2014, Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {8505},
pages = {18--32},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-43984-5\_2},
doi = {10.1007/978-3-662-43984-5\_2},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/dasfaa/FanB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/PereiraFGG14,
author = {Vincent Pereira and
Guillaume Ferr{\'{e}} and
Audrey Giremus and
{\'{E}}ric Grivel},
title = {Relevance of Dirichlet process mixtures for modeling interferences
in underlay cognitive radio},
booktitle = {22nd European Signal Processing Conference, {EUSIPCO} 2014, Lisbon,
Portugal, September 1-5, 2014},
pages = {176--180},
publisher = {{IEEE}},
year = {2014},
url = {https://ieeexplore.ieee.org/document/6952014/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/PereiraFGG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fuzzIEEE/Garcia-GarciaM14,
author = {Arturo Garcia{-}Garcia and
Andres Mendez{-}Vazquez},
title = {Learning fuzzy rules through ant optimization, {LASSO} and Dirichlet
Mixtures},
booktitle = {{IEEE} International Conference on Fuzzy Systems, {FUZZ-IEEE} 2014,
Beijing, China, July 6-11, 2014},
pages = {2558--2565},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/FUZZ-IEEE.2014.6891728},
doi = {10.1109/FUZZ-IEEE.2014.6891728},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/fuzzIEEE/Garcia-GarciaM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icais/EpaillardBZ14,
author = {Elise Epaillard and
Nizar Bouguila and
Djemel Ziou},
editor = {Abdelhamid Bouchachia},
title = {Classifying Textures with Only 10 Visual-Words Using Hidden Markov
Models with Dirichlet Mixtures},
booktitle = {Adaptive and Intelligent Systems - Third International Conference,
{ICAIS} 2014, Bournemouth, UK, September 8-10, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8779},
pages = {20--28},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11298-5\_3},
doi = {10.1007/978-3-319-11298-5\_3},
timestamp = {Tue, 14 May 2019 10:00:55 +0200},
biburl = {https://dblp.org/rec/conf/icais/EpaillardBZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icais/FanSBB14,
author = {Wentao Fan and
Hassen Sallay and
Nizar Bouguila and
Sami Bourouis},
editor = {Abdelhamid Bouchachia},
title = {A Hierarchical Infinite Generalized Dirichlet Mixture Model with Feature
Selection},
booktitle = {Adaptive and Intelligent Systems - Third International Conference,
{ICAIS} 2014, Bournemouth, UK, September 8-10, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8779},
pages = {1--10},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-319-11298-5\_1},
doi = {10.1007/978-3-319-11298-5\_1},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icais/FanSBB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/JaouaSDV14,
author = {Nouha Jaoua and
Fran{\c{c}}ois Septier and
Emmanuel Duflos and
Philippe Vanheeghe},
title = {State and impulsive time-varying measurement noise density estimation
in nonlinear dynamic systems using Dirichlet Process Mixtures},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {330--334},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6853612},
doi = {10.1109/ICASSP.2014.6853612},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/JaouaSDV14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/MaMGZ14,
author = {Zhanyu Ma and
Rainer Martin and
Jun Guo and
Honggang Zhang},
title = {Nonlinear estimation of missing {\(\Delta\)}LSF parameters by a mixture
of Dirichlet distributions},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2014, Florence, Italy, May 4-9, 2014},
pages = {6929--6933},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ICASSP.2014.6854943},
doi = {10.1109/ICASSP.2014.6854943},
timestamp = {Thu, 11 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/MaMGZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ict-eurasia/BouguilaM14,
author = {Nizar Bouguila and
Mohamed Al Mashrgy},
editor = {Linawati and
Made Sudiana Mahendra and
Erich J. Neuhold and
A Min Tjoa and
Ilsun You},
title = {An Infinite Mixture Model of Generalized Inverted Dirichlet Distributions
for High-Dimensional Positive Data Modeling},
booktitle = {Information and Communication Technology - Second {IFIP} {TC5/8} International
Conference, ICT-EurAsia 2014, Bali, Indonesia, April 14-17, 2014.
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8407},
pages = {296--305},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-642-55032-4\_29},
doi = {10.1007/978-3-642-55032-4\_29},
timestamp = {Tue, 14 May 2019 10:00:38 +0200},
biburl = {https://dblp.org/rec/conf/ict-eurasia/BouguilaM14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iecon/KobayashiN14,
author = {Makoto Kobayashi and
Kazushi Nakano},
title = {Dirichlet process crescent-signal mixture model for ground-penetrating
radar signals},
booktitle = {{IECON} 2014 - 40th Annual Conference of the {IEEE} Industrial Electronics
Society, Dallas, TX, USA, October 29 - November 1, 2014},
pages = {3431--3437},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/IECON.2014.7049007},
doi = {10.1109/IECON.2014.7049007},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/iecon/KobayashiN14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YinW14,
author = {Jianhua Yin and
Jianyong Wang},
editor = {Sofus A. Macskassy and
Claudia Perlich and
Jure Leskovec and
Wei Wang and
Rayid Ghani},
title = {A dirichlet multinomial mixture model-based approach for short text
clustering},
booktitle = {The 20th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '14, New York, NY, {USA} - August 24 - 27,
2014},
pages = {233--242},
publisher = {{ACM}},
year = {2014},
url = {https://doi.org/10.1145/2623330.2623715},
doi = {10.1145/2623330.2623715},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YinW14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsp/BastaniMR14,
author = {Vahid Bastani and
Lucio Marcenaro and
Carlo S. Regazzoni},
title = {Unsupervised trajectory pattern classification using hierarchical
Dirichlet Process Mixture hidden Markov model},
booktitle = {{IEEE} International Workshop on Machine Learning for Signal Processing,
{MLSP} 2014, Reims, France, September 21-24, 2014},
pages = {1--6},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/MLSP.2014.6958916},
doi = {10.1109/MLSP.2014.6958916},
timestamp = {Wed, 16 Oct 2019 14:14:49 +0200},
biburl = {https://dblp.org/rec/conf/mlsp/BastaniMR14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/siu/SigirciB14,
author = {Ibrahim Onur Sigirci and
G{\"{o}}khan Bilgin},
title = {Hyperspectral image segmentation using the Dirichlet mixture models},
booktitle = {2014 22nd Signal Processing and Communications Applications Conference
(SIU), Trabzon, Turkey, April 23-25, 2014},
pages = {983--986},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/SIU.2014.6830396},
doi = {10.1109/SIU.2014.6830396},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/siu/SigirciB14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/TsiligkaridisF14,
author = {Theodoros Tsiligkaridis and
Keith W. Forsythe},
title = {Adaptive Low-Complexity Sequential Inference for Dirichlet Process
Mixture Models},
journal = {CoRR},
volume = {abs/1409.8185},
year = {2014},
url = {http://arxiv.org/abs/1409.8185},
eprinttype = {arXiv},
eprint = {1409.8185},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/TsiligkaridisF14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/adac/FanB13,
author = {Wentao Fan and
Nizar Bouguila},
title = {Infinite Dirichlet mixture models learning via expectation propagation},
journal = {Adv. Data Anal. Classif.},
volume = {7},
number = {4},
pages = {465--489},
year = {2013},
url = {https://doi.org/10.1007/s11634-013-0152-4},
doi = {10.1007/S11634-013-0152-4},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/adac/FanB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijon/SatoTKMN13,
author = {Issei Sato and
Shu Tanaka and
Kenichi Kurihara and
Seiji Miyashita and
Hiroshi Nakagawa},
title = {Quantum annealing for Dirichlet process mixture models with applications
to network clustering},
journal = {Neurocomputing},
volume = {121},
pages = {523--531},
year = {2013},
url = {https://doi.org/10.1016/j.neucom.2013.05.019},
doi = {10.1016/J.NEUCOM.2013.05.019},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ijon/SatoTKMN13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/Bouguila13,
author = {Nizar Bouguila},
title = {Deriving kernels from generalized Dirichlet mixture models and applications},
journal = {Inf. Process. Manag.},
volume = {49},
number = {1},
pages = {123--137},
year = {2013},
url = {https://doi.org/10.1016/j.ipm.2012.06.002},
doi = {10.1016/J.IPM.2012.06.002},
timestamp = {Fri, 21 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ipm/Bouguila13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/NguyenBA13,
author = {Viet{-}An Nguyen and
Jordan L. Boyd{-}Graber and
Stephen F. Altschul},
title = {Dirichlet Mixtures, the Dirichlet Process, and the Structure of Protein
Space},
journal = {J. Comput. Biol.},
volume = {20},
number = {1},
pages = {1--18},
year = {2013},
url = {https://doi.org/10.1089/cmb.2012.0244},
doi = {10.1089/CMB.2012.0244},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/NguyenBA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/BalakrishnanH13,
author = {N. Balakrishnan and
Enkelejd Hashorva},
title = {Scale mixtures of Kotz-Dirichlet distributions},
journal = {J. Multivar. Anal.},
volume = {113},
pages = {48--58},
year = {2013},
url = {https://doi.org/10.1016/j.jmva.2011.08.012},
doi = {10.1016/J.JMVA.2011.08.012},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ma/BalakrishnanH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nca/BdiriB13,
author = {Taoufik Bdiri and
Nizar Bouguila},
title = {Bayesian learning of inverted Dirichlet mixtures for {SVM} kernels
generation},
journal = {Neural Comput. Appl.},
volume = {23},
number = {5},
pages = {1443--1458},
year = {2013},
url = {https://doi.org/10.1007/s00521-012-1094-z},
doi = {10.1007/S00521-012-1094-Z},
timestamp = {Thu, 10 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nca/BdiriB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/KimuraTNNMD13,
author = {Tomoaki Kimura and
T. Tokuda and
Yohei Nakada and
T. Nokajima and
Takashi Matsumoto and
Arnaud Doucet},
title = {Expectation-maximization algorithms for inference in Dirichlet processes
mixture},
journal = {Pattern Anal. Appl.},
volume = {16},
number = {1},
pages = {55--67},
year = {2013},
url = {https://doi.org/10.1007/s10044-011-0256-4},
doi = {10.1007/S10044-011-0256-4},
timestamp = {Mon, 08 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/KimuraTNNMD13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigpro/ElguebalyB13,
author = {Tarek Elguebaly and
Nizar Bouguila},
title = {Simultaneous Bayesian clustering and feature selection using RJMCMC-based
learning of finite generalized Dirichlet mixture models},
journal = {Signal Process.},
volume = {93},
number = {6},
pages = {1531--1546},
year = {2013},
url = {https://doi.org/10.1016/j.sigpro.2012.07.037},
doi = {10.1016/J.SIGPRO.2012.07.037},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigpro/ElguebalyB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/MaLK13,
author = {Zhanyu Ma and
Arne Leijon and
W. Bastiaan Kleijn},
title = {Vector quantization of {LSF} parameters with a mixture of dirichlet
distributions},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {21},
number = {9},
pages = {1777--1790},
year = {2013},
url = {https://doi.org/10.1109/TASL.2013.2238732},
doi = {10.1109/TASL.2013.2238732},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/MaLK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/HuangYWZS13,
author = {Rui{-}zhang Huang and
Guan Yu and
Zhaojun Wang and
Jun Zhang and
Liangxing Shi},
title = {Dirichlet Process Mixture Model for Document Clustering with Feature
Partition},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {25},
number = {8},
pages = {1748--1759},
year = {2013},
url = {https://doi.org/10.1109/TKDE.2012.27},
doi = {10.1109/TKDE.2012.27},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/HuangYWZS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FanB13,
author = {Wentao Fan and
Nizar Bouguila},
title = {Online Learning of a Dirichlet Process Mixture of Beta-Liouville Distributions
Via Variational Inference},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {24},
number = {11},
pages = {1850--1862},
year = {2013},
url = {https://doi.org/10.1109/TNNLS.2013.2268461},
doi = {10.1109/TNNLS.2013.2268461},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/FanB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/FanB13,
author = {Wentao Fan and
Nizar Bouguila},
title = {Video background subtraction using online infinite dirichlet mixture
models},
booktitle = {21st European Signal Processing Conference, {EUSIPCO} 2013, Marrakech,
Morocco, September 9-13, 2013},
pages = {1--5},
publisher = {{IEEE}},
year = {2013},
url = {https://ieeexplore.ieee.org/document/6811438/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/FanB13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PereiraGRG13,
author = {Vincent Pereira and
Audrey Giremus and
Asma Rabaoui and
{\'{E}}ric Grivel},
title = {Online {EM} estimation of the Dirichlet process mixtures scale parameter
to model the {GPS} multipath error},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {6625--6629},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6638943},
doi = {10.1109/ICASSP.2013.6638943},
timestamp = {Fri, 08 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/PereiraGRG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/RanaMTF13,
author = {Pravin Kumar Rana and
Zhanyu Ma and
Jalil Taghia and
Markus Flierl},
title = {Multiview depth map enhancement by variational bayes inference estimation
of Dirichlet mixture models},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2013, Vancouver, BC, Canada, May 26-31, 2013},
pages = {1528--1532},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/ICASSP.2013.6637907},
doi = {10.1109/ICASSP.2013.6637907},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/RanaMTF13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccvw/ZanottoSMP13,
author = {Matteo Zanotto and
Diego Sona and
Vittorio Murino and
Francesco Papaleo},
title = {Dirichlet Process Mixtures of Multinomials for Data Mining in Mice
Behaviour Analysis},
booktitle = {2013 {IEEE} International Conference on Computer Vision Workshops,
{ICCV} Workshops 2013, Sydney, Australia, December 1-8, 2013},
pages = {197--202},
publisher = {{IEEE} Computer Society},
year = {2013},
url = {https://doi.org/10.1109/ICCVW.2013.33},
doi = {10.1109/ICCVW.2013.33},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccvw/ZanottoSMP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/WuPCNH13,
author = {Hao Wu and
Saurabh Prasad and
Minshan Cui and
Nam Tuan Nguyen and
Zhu Han},
title = {Hyperspectral image classification based on Dirichlet Process mixture
models},
booktitle = {2013 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2013, Melbourne, Australia, July 21-26, 2013},
pages = {1043--1046},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/IGARSS.2013.6721342},
doi = {10.1109/IGARSS.2013.6721342},
timestamp = {Wed, 05 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/WuPCNH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/AbbasnejadSBP13,
author = {Ehsan Abbasnejad and
Scott Sanner and
Edwin V. Bonilla and
Pascal Poupart},
editor = {Francesca Rossi},
title = {Learning Community-Based Preferences via Dirichlet Process Mixtures
of Gaussian Processes},
booktitle = {{IJCAI} 2013, Proceedings of the 23rd International Joint Conference
on Artificial Intelligence, Beijing, China, August 3-9, 2013},
pages = {1213--1219},
publisher = {{IJCAI/AAAI}},
year = {2013},
url = {http://www.aaai.org/ocs/index.php/IJCAI/IJCAI13/paper/view/6766},
timestamp = {Tue, 23 Jan 2024 13:25:46 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/AbbasnejadSBP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/FanB13a,
author = {Wentao Fan and
Nizar Bouguila},
editor = {Jo{\~{a}}o Gama and
Michael May and
Nuno Cavalheiro Marques and
Paulo Cortez and
Carlos Abreu Ferreira},
title = {Visual Scenes Clustering Using Variational Incremental Learning of
Infinite Generalized Dirichlet Mixture Models},
booktitle = {Proceedings of the 3rd Workshop on Ubiquitous Data Mining co-located
with the 23rd International Joint Conference on Artificial Intelligence
{(IJCAI} 2013), Beijing, China, August 3, 2013},
series = {{CEUR} Workshop Proceedings},
volume = {1088},
pages = {24},
publisher = {CEUR-WS.org},
year = {2013},
url = {https://ceur-ws.org/Vol-1088/paper4.pdf},
timestamp = {Fri, 10 Mar 2023 16:23:31 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/FanB13a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnlp/ChenZZH13,
author = {Tongfei Chen and
Xiaojun Zou and
Weimeng Zhu and
Junfeng Hu},
title = {Human-Computer Interactive Chinese Word Segmentation: An Adaptive
Dirichlet Process Mixture Model Approach},
booktitle = {Sixth International Joint Conference on Natural Language Processing,
{IJCNLP} 2013, Nagoya, Japan, October 14-18, 2013},
pages = {1278--1284},
publisher = {Asian Federation of Natural Language Processing / {ACL}},
year = {2013},
url = {https://aclanthology.org/I13-1182/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnlp/ChenZZH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvc/TopkayaEP13,
author = {Ibrahim Saygin Topkaya and
Hakan Erdogan and
Fatih Porikli},
editor = {George Bebis and
Richard Boyle and
Bahram Parvin and
Darko Koracin and
Baoxin Li and
Fatih Porikli and
Victor B. Zordan and
James T. Klosowski and
Sabine Coquillart and
Xun Luo and
Min Chen and
David Gotz},
title = {Detecting and Tracking Unknown Number of Objects with Dirichlet Process
Mixture Models and Markov Random Fields},
booktitle = {Advances in Visual Computing - 9th International Symposium, {ISVC}
2013, Rethymnon, Crete, Greece, July 29-31, 2013. Proceedings, Part
{II}},
series = {Lecture Notes in Computer Science},
volume = {8034},
pages = {178--188},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41939-3\_18},
doi = {10.1007/978-3-642-41939-3\_18},
timestamp = {Tue, 14 May 2019 10:00:44 +0200},
biburl = {https://dblp.org/rec/conf/isvc/TopkayaEP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/GranellAW13b,
author = {Ram{\'{o}}n Granell and
Colin J. Axon and
David C. H. Wallom},
editor = {Petra Perner},
title = {A Dirichlet Process Mixture Model for Clustering of Household Electricity
Load Profiles},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 9th International
Conference, {MLDM} 2013, New York, USA, July 2013, Poster Proceedings},
pages = {1--6},
publisher = {ibai Publishing},
year = {2013},
timestamp = {Sat, 21 Aug 2021 13:54:13 +0200},
biburl = {https://dblp.org/rec/conf/mldm/GranellAW13b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/WengJL13,
author = {Chun{-}Che Weng and
Hung{-}Hui Juan and
Henry Horng{-}Shing Lu},
editor = {Petra Perner},
title = {Image Segmentation of Brainbow Images by Using Dirichlet Mixture Models},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 9th International
Conference, {MLDM} 2013, New York, USA, July 2013, Poster Proceedings},
pages = {129--140},
publisher = {ibai Publishing},
year = {2013},
timestamp = {Thu, 09 Jan 2014 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/mldm/WengJL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/CampbellLKHC13,
author = {Trevor Campbell and
Miao Liu and
Brian Kulis and
Jonathan P. How and
Lawrence Carin},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process
Mixture},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {449--457},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/53c3bce66e43be4f209556518c2fcb54-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/CampbellLKHC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HughesS13,
author = {Michael C. Hughes and
Erik B. Sudderth},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {Memoized Online Variational Inference for Dirichlet Process Mixture
Models},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {1133--1141},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/d490d7b4576290fa60eb31b5fc917ad1-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/HughesS13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/MillerH13,
author = {Jeffrey W. Miller and
Matthew T. Harrison},
editor = {Christopher J. C. Burges and
L{\'{e}}on Bottou and
Zoubin Ghahramani and
Kilian Q. Weinberger},
title = {A simple example of Dirichlet process mixture inconsistency for the
number of components},
booktitle = {Advances in Neural Information Processing Systems 26: 27th Annual
Conference on Neural Information Processing Systems 2013. Proceedings
of a meeting held December 5-8, 2013, Lake Tahoe, Nevada, United States},
pages = {199--206},
year = {2013},
url = {https://proceedings.neurips.cc/paper/2013/hash/f7e6c85504ce6e82442c770f7c8606f0-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/MillerH13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/BousmalisZMPG13,
author = {Konstantinos Bousmalis and
Stefanos Zafeiriou and
Louis{-}Philippe Morency and
Maja Pantic and
Zoubin Ghahramani},
editor = {Hendrik Blockeel and
Kristian Kersting and
Siegfried Nijssen and
Filip Zelezn{\'{y}}},
title = {Variational Hidden Conditional Random Fields with Coupled Dirichlet
Process Mixtures},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2013, Prague, Czech Republic, September 23-27, 2013,
Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {8189},
pages = {531--547},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-40991-2\_34},
doi = {10.1007/978-3-642-40991-2\_34},
timestamp = {Tue, 21 Mar 2023 21:00:11 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/BousmalisZMPG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/soict/AnhTL13,
author = {Nguyen Kim Anh and
Nguyen The Tam and
Ngo Van Linh},
editor = {Huynh Quyet Thang and
Binh Nguyen Thanh and
Tien Van Do and
Marc Bui and
Son Ngo Hong},
title = {Document clustering using dirichlet process mixture model of von Mises-Fisher
distributions},
booktitle = {4th International Symposium on Information and Communication Technology,
SoICT '13, Danang, Viet Nam - December 05 - 06, 2013},
pages = {131--138},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2542050.2542079},
doi = {10.1145/2542050.2542079},
timestamp = {Tue, 14 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/soict/AnhTL13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/WuPC13,
author = {Hao Wu and
Saurabh Prasad and
Minshan Cui},
title = {Robust sub-pixel hyperspectral classification via locality preserving
feature extraction and a dirichlet process mixture model},
booktitle = {5th Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2013, Gainesville, FL, USA, June 26-28,
2013},
pages = {1--4},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/WHISPERS.2013.8080717},
doi = {10.1109/WHISPERS.2013.8080717},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/whispers/WuPC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/DuttaSK13,
author = {Ritabrata Dutta and
Sohan Seth and
Samuel Kaski},
title = {Retrieval of Experiments with Sequential Dirichlet Process Mixtures
in Model Space},
journal = {CoRR},
volume = {abs/1310.2125},
year = {2013},
url = {http://arxiv.org/abs/1310.2125},
eprinttype = {arXiv},
eprint = {1310.2125},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/DuttaSK13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1304-2302,
author = {Dan Lovell and
Jonathan Malmaud and
Ryan P. Adams and
Vikash K. Mansinghka},
title = {ClusterCluster: Parallel Markov Chain Monte Carlo for Dirichlet Process
Mixtures},
journal = {CoRR},
volume = {abs/1304.2302},
year = {2013},
url = {http://arxiv.org/abs/1304.2302},
eprinttype = {arXiv},
eprint = {1304.2302},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1304-2302.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1305-6659,
author = {Trevor Campbell and
Miao Liu and
Brian Kulis and
Jonathan P. How},
title = {Dynamic Clustering via Asymptotics of the Dependent Dirichlet Process
Mixture},
journal = {CoRR},
volume = {abs/1305.6659},
year = {2013},
url = {http://arxiv.org/abs/1305.6659},
eprinttype = {arXiv},
eprint = {1305.6659},
timestamp = {Thu, 12 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1305-6659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/BdiriB12,
author = {Taoufik Bdiri and
Nizar Bouguila},
title = {Positive vectors clustering using inverted Dirichlet finite mixture
models},
journal = {Expert Syst. Appl.},
volume = {39},
number = {2},
pages = {1869--1882},
year = {2012},
url = {https://doi.org/10.1016/j.eswa.2011.08.063},
doi = {10.1016/J.ESWA.2011.08.063},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/BdiriB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/evs/FanB12,
author = {Wentao Fan and
Nizar Bouguila},
title = {Online variational learning of finite Dirichlet mixture models},
journal = {Evol. Syst.},
volume = {3},
number = {3},
pages = {153--165},
year = {2012},
url = {https://doi.org/10.1007/s12530-012-9047-4},
doi = {10.1007/S12530-012-9047-4},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/evs/FanB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/NascimentoB12,
author = {Jos{\'{e}} M. P. Nascimento and
Jos{\'{e}} M. Bioucas{-}Dias},
title = {Hyperspectral Unmixing Based on Mixtures of Dirichlet Components},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {50},
number = {3},
pages = {863--878},
year = {2012},
url = {https://doi.org/10.1109/TGRS.2011.2163941},
doi = {10.1109/TGRS.2011.2163941},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/NascimentoB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/FanBZ12,
author = {Wentao Fan and
Nizar Bouguila and
Djemel Ziou},
title = {Variational Learning for Finite Dirichlet Mixture Models and Applications},
journal = {{IEEE} Trans. Neural Networks Learn. Syst.},
volume = {23},
number = {5},
pages = {762--774},
year = {2012},
url = {https://doi.org/10.1109/TNNLS.2012.2190298},
doi = {10.1109/TNNLS.2012.2190298},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tnn/FanBZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/RabaouiVDMV12,
author = {Asma Rabaoui and
Nicolas Viandier and
Emmanuel Duflos and
Juliette Marais and
Philippe Vanheeghe},
title = {Dirichlet Process Mixtures for Density Estimation in Dynamic Nonlinear
Modeling: Application to {GPS} Positioning in Urban Canyons},
journal = {{IEEE} Trans. Signal Process.},
volume = {60},
number = {4},
pages = {1638--1655},
year = {2012},
url = {https://doi.org/10.1109/TSP.2011.2180901},
doi = {10.1109/TSP.2011.2180901},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/RabaouiVDMV12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/TayalPL12,
author = {Aditya Tayal and
Pascal Poupart and
Yuying Li},
editor = {J{\"{o}}rg Hoffmann and
Bart Selman},
title = {Hierarchical Double Dirichlet Process Mixture of Gaussian Processes},
booktitle = {Proceedings of the Twenty-Sixth {AAAI} Conference on Artificial Intelligence,
July 22-26, 2012, Toronto, Ontario, Canada},
pages = {1126--1133},
publisher = {{AAAI} Press},
year = {2012},
url = {https://doi.org/10.1609/aaai.v26i1.8309},
doi = {10.1609/AAAI.V26I1.8309},
timestamp = {Tue, 24 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/TayalPL12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aclnews/HagiwaraS12,
author = {Masato Hagiwara and
Satoshi Sekine},
editor = {Min Zhang and
Haizhou Li and
A. Kumaran},
title = {Latent Semantic Transliteration using Dirichlet Mixture},
booktitle = {Proceedings of the 4th Named Entity Workshop, NEWS@ACL 2012, Jeju,
Korea, July 12, 2012},
pages = {30--37},
publisher = {Association for Computational Linguistics},
year = {2012},
url = {https://aclanthology.org/W12-4404/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aclnews/HagiwaraS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/DjuricF12,
author = {Petar M. Djuric and
Andr{\'{e}} Ferrari},
editor = {Michael B. Matthews},
title = {Classification of multivariate data using Dirichlet process mixture
models},
booktitle = {Conference Record of the Forty Sixth Asilomar Conference on Signals,
Systems and Computers, {ACSCC} 2012, Pacific Grove, CA, USA, November
4-7, 2012},
pages = {441--445},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ACSSC.2012.6489042},
doi = {10.1109/ACSSC.2012.6489042},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acssc/DjuricF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/adma/FanB12,
author = {Wentao Fan and
Nizar Bouguila},
editor = {Shuigeng Zhou and
Songmao Zhang and
George Karypis},
title = {Variational Learning of Dirichlet Process Mixtures of Generalized
Dirichlet Distributions and Its Applications},
booktitle = {Advanced Data Mining and Applications, 8th International Conference,
{ADMA} 2012, Nanjing, China, December 15-18, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7713},
pages = {199--213},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-35527-1\_17},
doi = {10.1007/978-3-642-35527-1\_17},
timestamp = {Thu, 14 Oct 2021 10:01:34 +0200},
biburl = {https://dblp.org/rec/conf/adma/FanB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/case/NganYY12,
author = {Henry Y. T. Ngan and
Nelson H. C. Yung and
Anthony Gar{-}On Yeh},
title = {Modeling of traffic data characteristics by Dirichlet Process Mixtures},
booktitle = {2012 {IEEE} International Conference on Automation Science and Engineering,
{CASE} 2012, Seoul, Korea (South), August 20-24, 2012},
pages = {224--229},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/CoASE.2012.6386311},
doi = {10.1109/COASE.2012.6386311},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/case/NganYY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/TorbatiPS12,
author = {Amir Hossein Harati Nejad Torbati and
Joe Picone and
Marc Sobel},
title = {Applications of Dirichlet Process Mixtures to speaker adaptation},
booktitle = {2012 {IEEE} International Conference on Acoustics, Speech and Signal
Processing, {ICASSP} 2012, Kyoto, Japan, March 25-30, 2012},
pages = {4321--4324},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICASSP.2012.6288875},
doi = {10.1109/ICASSP.2012.6288875},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icassp/TorbatiPS12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccit/FanB12,
author = {Wentao Fan and
Nizar Bouguila},
title = {A variational component splitting approach for finite generalized
Dirichlet mixture models},
booktitle = {International Conference on Communications and Information Technology,
{ICCIT} 2012, Hammamet, Tunisia, June 26-28, 2012},
pages = {53--57},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICCITechnol.2012.6285806},
doi = {10.1109/ICCITECHNOL.2012.6285806},
timestamp = {Wed, 04 May 2022 14:23:42 +0200},
biburl = {https://dblp.org/rec/conf/iccit/FanB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FanB12,
author = {Wentao Fan and
Nizar Bouguila},
title = {Online Variational Learning for a Dirichlet Process Mixture of Dirichlet
Distributions and its Application},
booktitle = {11th International Conference on Machine Learning and Applications,
ICMLA, Boca Raton, FL, USA, December 12-15, 2012. Volume 1},
pages = {362--367},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ICMLA.2012.67},
doi = {10.1109/ICMLA.2012.67},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/FanB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/FanB12,
author = {Wentao Fan and
Nizar Bouguila},
editor = {Tingwen Huang and
Zhigang Zeng and
Chuandong Li and
Chi{-}Sing Leung},
title = {Nonparametric Localized Feature Selection via a Dirichlet Process
Mixture of Generalized Dirichlet Distributions},
booktitle = {Neural Information Processing - 19th International Conference, {ICONIP}
2012, Doha, Qatar, November 12-15, 2012, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {7665},
pages = {25--33},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34487-9\_4},
doi = {10.1007/978-3-642-34487-9\_4},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iconip/FanB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/TawaraOWNK12,
author = {Naohiro Tawara and
Tetsuji Ogawa and
Shinji Watanabe and
Atsushi Nakamura and
Tetsunori Kobayashi},
title = {Fully Bayesian speaker clustering based on hierarchically structured
utterance-oriented Dirichlet process mixture model},
booktitle = {{INTERSPEECH} 2012, 13th Annual Conference of the International Speech
Communication Association, Portland, Oregon, USA, September 9-13,
2012},
pages = {2166--2169},
publisher = {{ISCA}},
year = {2012},
url = {https://doi.org/10.21437/Interspeech.2012-578},
doi = {10.21437/INTERSPEECH.2012-578},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/TawaraOWNK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isspa/FanB12,
author = {Wentao Fan and
Nizar Bouguila},
title = {Online variational finite Dirichlet mixture model and its applications},
booktitle = {11th International Conference on Information Science, Signal Processing
and their Applications, {ISSPA} 2012, Montreal, QC, Canada, July 2-5,
2012},
pages = {448--453},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/ISSPA.2012.6310592},
doi = {10.1109/ISSPA.2012.6310592},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/isspa/FanB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/JiangKJ12,
author = {Ke Jiang and
Brian Kulis and
Michael I. Jordan},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Small-Variance Asymptotics for Exponential Family Dirichlet Process
Mixture Models},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {3167--3175},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/3bbfdde8842a5c44a0323518eec97cbe-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/JiangKJ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LinF12,
author = {Dahua Lin and
John W. Fisher III},
editor = {Peter L. Bartlett and
Fernando C. N. Pereira and
Christopher J. C. Burges and
L{\'{e}}on Bottou and
Kilian Q. Weinberger},
title = {Coupling Nonparametric Mixtures via Latent Dirichlet Processes},
booktitle = {Advances in Neural Information Processing Systems 25: 26th Annual
Conference on Neural Information Processing Systems 2012. Proceedings
of a meeting held December 3-6, 2012, Lake Tahoe, Nevada, United States},
pages = {55--63},
year = {2012},
url = {https://proceedings.neurips.cc/paper/2012/hash/1c383cd30b7c298ab50293adfecb7b18-Abstract.html},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LinF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ssp/MaTP12,
author = {Zhanyu Ma and
Zheng{-}Hua Tan and
Swati Prasad},
title = {{EEG} signal classification with super-Dirichlet mixture model},
booktitle = {{IEEE} Statistical Signal Processing Workshop, {SSP} 2012, Ann Arbor,
MI, USA, August 5-8, 2012},
pages = {440--443},
publisher = {{IEEE}},
year = {2012},
url = {https://doi.org/10.1109/SSP.2012.6319726},
doi = {10.1109/SSP.2012.6319726},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ssp/MaTP12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/FanB12,
author = {Wentao Fan and
Nizar Bouguila},
editor = {Steven C. H. Hoi and
Wray L. Buntine},
title = {Online Learning of a Dirichlet Process Mixture of Generalized Dirichlet
Distributions for Simultaneous Clustering and Localized Feature Selection},
booktitle = {Proceedings of the 4th Asian Conference on Machine Learning, {ACML}
2012, Singapore, Singapore, November 4-6, 2012},
series = {{JMLR} Proceedings},
volume = {25},
pages = {113--128},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v25/fan12.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/FanB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1203-3496,
author = {Marina Meila and
Harr Chen},
title = {Dirichlet Process Mixtures of Generalized Mallows Models},
journal = {CoRR},
volume = {abs/1203.3496},
year = {2012},
url = {http://arxiv.org/abs/1203.3496},
eprinttype = {arXiv},
eprint = {1203.3496},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1203-3496.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-3288,
author = {Willie Neiswanger and
Frank D. Wood},
title = {Unsupervised Detection and Tracking of Arbitrary Objects with Dependent
Dirichlet Process Mixtures},
journal = {CoRR},
volume = {abs/1210.3288},
year = {2012},
url = {http://arxiv.org/abs/1210.3288},
eprinttype = {arXiv},
eprint = {1210.3288},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-3288.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1210-4347,
author = {Krikamol Muandet},
title = {Hilbert Space Embedding for Dirichlet Process Mixtures},
journal = {CoRR},
volume = {abs/1210.4347},
year = {2012},
url = {http://arxiv.org/abs/1210.4347},
eprinttype = {arXiv},
eprint = {1210.4347},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1210-4347.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/HatjispyrosNW11,
author = {Spyridon J. Hatjispyros and
Theodoros Nicoleris and
Stephen G. Walker},
title = {Dependent mixtures of Dirichlet processes},
journal = {Comput. Stat. Data Anal.},
volume = {55},
number = {6},
pages = {2011--2025},
year = {2011},
url = {https://doi.org/10.1016/j.csda.2010.12.005},
doi = {10.1016/J.CSDA.2010.12.005},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/HatjispyrosNW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eswa/WuL11b,
author = {Roung{-}Shiunn Wu and
Po{-}Chun Li},
title = {Video annotation using hierarchical Dirichlet process mixture model},
journal = {Expert Syst. Appl.},
volume = {38},
number = {4},
pages = {3040--3048},
year = {2011},
url = {https://doi.org/10.1016/j.eswa.2010.08.094},
doi = {10.1016/J.ESWA.2010.08.094},
timestamp = {Fri, 26 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/eswa/WuL11b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ivc/NguyenW11,
author = {Thanh Minh Nguyen and
Q. M. Jonathan Wu},
title = {Dirichlet Gaussian mixture model: Application to image segmentation},
journal = {Image Vis. Comput.},
volume = {29},
number = {12},
pages = {818--828},
year = {2011},
url = {https://doi.org/10.1016/j.imavis.2011.09.001},
doi = {10.1016/J.IMAVIS.2011.09.001},
timestamp = {Sat, 15 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ivc/NguyenW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/YeYA11,
author = {Xugang Ye and
Yi{-}Kuo Yu and
Stephen F. Altschul},
title = {On the Inference of Dirichlet Mixture Priors for Protein Sequence
Comparison},
journal = {J. Comput. Biol.},
volume = {18},
number = {8},
pages = {941--954},
year = {2011},
url = {https://doi.org/10.1089/cmb.2011.0040},
doi = {10.1089/CMB.2011.0040},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/YeYA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HannahBP11,
author = {Lauren Hannah and
David M. Blei and
Warren B. Powell},
title = {Dirichlet Process Mixtures of Generalized Linear Models},
journal = {J. Mach. Learn. Res.},
volume = {12},
pages = {1923--1953},
year = {2011},
url = {https://dl.acm.org/doi/10.5555/1953048.2021061},
doi = {10.5555/1953048.2021061},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HannahBP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/WangGW11,
author = {Xiaogang Wang and
W. Eric L. Grimson and
Carl{-}Fredrik Westin},
title = {Tractography segmentation using a hierarchical Dirichlet processes
mixture model},
journal = {NeuroImage},
volume = {54},
number = {1},
pages = {290--302},
year = {2011},
url = {https://doi.org/10.1016/j.neuroimage.2010.07.050},
doi = {10.1016/J.NEUROIMAGE.2010.07.050},
timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/WangGW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/NiekumB11,
author = {Scott Niekum and
Andrew G. Barto},
title = {Clustering via Dirichlet Process Mixture Models for Portable Skill
Discovery},
booktitle = {Lifelong Learning, Papers from the 2011 {AAAI} Workshop, San Francisco,
California, USA, August 7, 2011},
series = {{AAAI} Technical Report},
volume = {{WS-11-15}},
publisher = {{AAAI}},
year = {2011},
url = {http://www.aaai.org/ocs/index.php/WS/AAAIW11/paper/view/3866},
timestamp = {Tue, 05 Sep 2023 08:59:27 +0200},
biburl = {https://dblp.org/rec/conf/aaai/NiekumB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ccis/ZhangWF11,
author = {Bichuan Zhang and
Xiaojie Wang and
Guannan Fang},
title = {Dirichlet Process Mixture Models for lexical category acquisition},
booktitle = {2011 {IEEE} International Conference on Cloud Computing and Intelligence
Systems, {CCIS} 2011, Beijing, China, September 15-17, 2011},
pages = {123--127},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/CCIS.2011.6045045},
doi = {10.1109/CCIS.2011.6045045},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ccis/ZhangWF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/KimO11,
author = {Dongwoo Kim and
Alice Oh},
editor = {Craig Macdonald and
Iadh Ounis and
Ian Ruthven},
title = {Accounting for data dependencies within a hierarchical dirichlet process
mixture model},
booktitle = {Proceedings of the 20th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2011, Glasgow, United Kingdom, October 24-28, 2011},
pages = {873--878},
publisher = {{ACM}},
year = {2011},
url = {https://doi.org/10.1145/2063576.2063702},
doi = {10.1145/2063576.2063702},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/KimO11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/CherianMPB11,
author = {Anoop Cherian and
Vassilios Morellas and
Nikolaos Papanikolopoulos and
Saad Bedros},
title = {Dirichlet process mixture models on symmetric positive definite matrices
for appearance clustering in video surveillance applications},
booktitle = {The 24th {IEEE} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2011, Colorado Springs, CO, USA, 20-25 June 2011},
pages = {3417--3424},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/CVPR.2011.5995723},
doi = {10.1109/CVPR.2011.5995723},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/CherianMPB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DreyerE11,
author = {Markus Dreyer and
Jason Eisner},
title = {Discovering Morphological Paradigms from Plain Text Using a Dirichlet
Process Mixture Model},
booktitle = {Proceedings of the 2011 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2011, 27-31 July 2011, John McIntyre
Conference Centre, Edinburgh, UK, {A} meeting of SIGDAT, a Special
Interest Group of the {ACL}},
pages = {616--627},
publisher = {{ACL}},
year = {2011},
url = {https://aclanthology.org/D11-1057/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/DreyerE11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/VaradarajanSK11,
author = {Balakrishnan Varadarajan and
Garimella S. V. S. Sivaram and
Sanjeev Khudanpur},
title = {Dirichlet Mixture Models of neural net posteriors for HMM-based speech
recognition},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2011, May 22-27, 2011, Prague Congress
Center, Prague, Czech Republic},
pages = {5028--5031},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICASSP.2011.5947486},
doi = {10.1109/ICASSP.2011.5947486},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/VaradarajanSK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/IsmailF11,
author = {M. Maher Ben Ismail and
Hichem Frigui},
editor = {Beno{\^{\i}}t Macq and
Peter Schelkens},
title = {Image database categorization using robust unsupervised learning of
finite generalized dirichlet mixture models},
booktitle = {18th {IEEE} International Conference on Image Processing, {ICIP} 2011,
Brussels, Belgium, September 11-14, 2011},
pages = {2457--2460},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICIP.2011.6116157},
doi = {10.1109/ICIP.2011.6116157},
timestamp = {Wed, 16 Oct 2019 14:14:52 +0200},
biburl = {https://dblp.org/rec/conf/icip/IsmailF11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icira/LeiM11,
author = {Min Lei and
Guang Meng},
editor = {Sabina Jeschke and
Honghai Liu and
Daniel Schilberg},
title = {Classification of the Action Surface {EMG} Signals Based on the Dirichlet
Process Mixtures Method},
booktitle = {Intelligent Robotics and Applications - 4th International Conference,
{ICIRA} 2011, Aachen, Germany, December 6-8, 2011, Proceedings, Part
{I}},
series = {Lecture Notes in Computer Science},
volume = {7101},
pages = {212--220},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-25486-4\_22},
doi = {10.1007/978-3-642-25486-4\_22},
timestamp = {Thu, 04 Mar 2021 17:06:03 +0100},
biburl = {https://dblp.org/rec/conf/icira/LeiM11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ZhuCX11,
author = {Jun Zhu and
Ning Chen and
Eric P. Xing},
editor = {Lise Getoor and
Tobias Scheffer},
title = {Infinite {SVM:} a Dirichlet Process Mixture of Large-margin Kernel
Machines},
booktitle = {Proceedings of the 28th International Conference on Machine Learning,
{ICML} 2011, Bellevue, Washington, USA, June 28 - July 2, 2011},
pages = {617--624},
publisher = {Omnipress},
year = {2011},
url = {https://icml.cc/2011/papers/374\_icmlpaper.pdf},
timestamp = {Wed, 22 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ZhuCX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/FanB11,
author = {Wentao Fan and
Nizar Bouguila},
editor = {Xue{-}wen Chen and
Tharam S. Dillon and
Hisao Ishibuchi and
Jian Pei and
Haixun Wang and
M. Arif Wani},
title = {Infinite Dirichlet Mixture Model and Its Application via Variational
Bayes},
booktitle = {10th International Conference on Machine Learning and Applications
and Workshops, {ICMLA} 2011, Honolulu, Hawaii, USA, December 18-21,
2011. Volume 1: Main Conference},
pages = {129--132},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICMLA.2011.81},
doi = {10.1109/ICMLA.2011.81},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icmla/FanB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnc/SunG11,
author = {Jianyong Sun and
Jonathan M. Garibaldi},
editor = {Yongsheng Ding and
Haiying Wang and
Ning Xiong and
Kuangrong Hao and
Lipo Wang},
title = {Robust Dirichlet Process mixtures},
booktitle = {Seventh International Conference on Natural Computation, {ICNC} 2011,
Shanghai, China, 26-28 July, 2011},
pages = {1556--1560},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/ICNC.2011.6022352},
doi = {10.1109/ICNC.2011.6022352},
timestamp = {Fri, 13 Aug 2021 09:26:01 +0200},
biburl = {https://dblp.org/rec/conf/icnc/SunG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iconip/BdiriB11,
author = {Taoufik Bdiri and
Nizar Bouguila},
editor = {Bao{-}Liang Lu and
Liqing Zhang and
James T. Kwok},
title = {An Infinite Mixture of Inverted Dirichlet Distributions},
booktitle = {Neural Information Processing - 18th International Conference, {ICONIP}
2011, Shanghai, China, November 13-17, 2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7063},
pages = {71--78},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24958-7\_9},
doi = {10.1007/978-3-642-24958-7\_9},
timestamp = {Tue, 14 May 2019 10:00:42 +0200},
biburl = {https://dblp.org/rec/conf/iconip/BdiriB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/MaL11,
author = {Zhanyu Ma and
Arne Leijon},
title = {Super-Dirichlet Mixture Models Using Differential Line Spectral Frequencies
for Text-Independent Speaker Identification},
booktitle = {{INTERSPEECH} 2011, 12th Annual Conference of the International Speech
Communication Association, Florence, Italy, August 27-31, 2011},
pages = {2349--2352},
publisher = {{ISCA}},
year = {2011},
url = {https://doi.org/10.21437/Interspeech.2011-60},
doi = {10.21437/INTERSPEECH.2011-60},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/MaL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/TawaraWOK11,
author = {Naohiro Tawara and
Shinji Watanabe and
Tetsuji Ogawa and
Tetsunori Kobayashi},
title = {Speaker Clustering Based on Utterance-Oriented Dirichlet Process Mixture
Model},
booktitle = {{INTERSPEECH} 2011, 12th Annual Conference of the International Speech
Communication Association, Florence, Italy, August 27-31, 2011},
pages = {2905--2908},
publisher = {{ISCA}},
year = {2011},
url = {https://doi.org/10.21437/Interspeech.2011-727},
doi = {10.21437/INTERSPEECH.2011-727},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/TawaraWOK11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbra/LessaNGBW11,
author = {Felipe Lessa and
Daniele Martins Neto and
K{\'{a}}tia Guimar{\~{a}}es and
Marcelo M. Brigido and
Maria Em{\'{\i}}lia Telles Walter},
editor = {Jianer Chen and
Jianxin Wang and
Alexander Zelikovsky},
title = {Regene: Automatic Construction of a Multiple Component Dirichlet Mixture
Priors Covariance Model to Identify Non-coding {RNA}},
booktitle = {Bioinformatics Research and Applications - 7th International Symposium,
{ISBRA} 2011, Changsha, China, May 27-29, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6674},
pages = {380--391},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21260-4\_36},
doi = {10.1007/978-3-642-21260-4\_36},
timestamp = {Tue, 02 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbra/LessaNGBW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NiekumB11,
author = {Scott Niekum and
Andrew G. Barto},
editor = {John Shawe{-}Taylor and
Richard S. Zemel and
Peter L. Bartlett and
Fernando C. N. Pereira and
Kilian Q. Weinberger},
title = {Clustering via Dirichlet Process Mixture Models for Portable Skill
Discovery},
booktitle = {Advances in Neural Information Processing Systems 24: 25th Annual
Conference on Neural Information Processing Systems 2011. Proceedings
of a meeting held 12-14 December 2011, Granada, Spain},
pages = {1818--1826},
year = {2011},
url = {https://proceedings.neurips.cc/paper/2011/hash/e17184bcb70dcf3942c54e0b537ffc6d-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/NiekumB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nlpke/WangYWX11,
author = {Chan Wang and
Caixia Yuan and
Xiaojie Wang and
Wenwei Xue},
title = {Dirichlet Process Mixture Models based topic identification for short
text streams},
booktitle = {7th International Conference on Natural Language Processing and Knowledge
Engineering, {NLPKE} 2011, Tokushima, Japan, November 27-29, 2011},
pages = {80--87},
publisher = {{IEEE}},
year = {2011},
url = {https://doi.org/10.1109/NLPKE.2011.6138173},
doi = {10.1109/NLPKE.2011.6138173},
timestamp = {Mon, 15 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nlpke/WangYWX11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rsfdgrc/BdiriB11,
author = {Taoufik Bdiri and
Nizar Bouguila},
editor = {Sergei O. Kuznetsov and
Dominik Slezak and
Daryl H. Hepting and
Boris G. Mirkin},
title = {Learning Inverted Dirichlet Mixtures for Positive Data Clustering},
booktitle = {Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 13th
International Conference, RSFDGrC 2011, Moscow, Russia, June 25-27,
2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6743},
pages = {265--272},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21881-1\_42},
doi = {10.1007/978-3-642-21881-1\_42},
timestamp = {Mon, 16 Sep 2019 15:27:26 +0200},
biburl = {https://dblp.org/rec/conf/rsfdgrc/BdiriB11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/classification/Fuentes-GarciaMW10,
author = {Ruth Fuentes{-}Garc{\'{\i}}a and
Rams{\'{e}}s H. Mena and
Stephen G. Walker},
title = {A Probability for Classification Based on the Dirichlet Process Mixture
Model},
journal = {J. Classif.},
volume = {27},
number = {3},
pages = {389--403},
year = {2010},
url = {https://doi.org/10.1007/s00357-010-9061-9},
doi = {10.1007/S00357-010-9061-9},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/classification/Fuentes-GarciaMW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ijcv/JianC10,
author = {Yong{-}Dian Jian and
Chu{-}Song Chen},
title = {Two-View Motion Segmentation with Model Selection and Outlier Removal
by RANSAC-Enhanced Dirichlet Process Mixture Models},
journal = {Int. J. Comput. Vis.},
volume = {88},
number = {3},
pages = {489--501},
year = {2010},
url = {https://doi.org/10.1007/s11263-010-0317-y},
doi = {10.1007/S11263-010-0317-Y},
timestamp = {Fri, 13 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ijcv/JianC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcb/YeYA10,
author = {Xugang Ye and
Yi{-}Kuo Yu and
Stephen F. Altschul},
title = {Compositional Adjustment of Dirichlet Mixture Priors},
journal = {J. Comput. Biol.},
volume = {17},
number = {12},
pages = {1607--1620},
year = {2010},
url = {https://doi.org/10.1089/cmb.2010.0117},
doi = {10.1089/CMB.2010.0117},
timestamp = {Thu, 12 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jcb/YeYA10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jcst/GorurR10,
author = {Dilan G{\"{o}}r{\"{u}}r and
Carl Edward Rasmussen},
title = {Dirichlet Process Gaussian Mixture Models: Choice of the Base Distribution},
journal = {J. Comput. Sci. Technol.},
volume = {25},
number = {4},
pages = {653--664},
year = {2010},
url = {https://doi.org/10.1007/s11390-010-9355-8},
doi = {10.1007/S11390-010-9355-8},
timestamp = {Sun, 28 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jcst/GorurR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/WuG10,
author = {Yuefeng Wu and
Subhashis Ghosal},
title = {The L\({}_{\mbox{1}}\)-consistency of Dirichlet mixtures in multivariate
Bayesian density estimation},
journal = {J. Multivar. Anal.},
volume = {101},
number = {10},
pages = {2411--2419},
year = {2010},
url = {https://doi.org/10.1016/j.jmva.2010.06.012},
doi = {10.1016/J.JMVA.2010.06.012},
timestamp = {Wed, 17 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/ma/WuG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tnn/BouguilaZ10,
author = {Nizar Bouguila and
Djemel Ziou},
title = {A Dirichlet process mixture of generalized Dirichlet distributions
for proportional data modeling},
journal = {{IEEE} Trans. Neural Networks},
volume = {21},
number = {1},
pages = {107--122},
year = {2010},
url = {https://doi.org/10.1109/TNN.2009.2034851},
doi = {10.1109/TNN.2009.2034851},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tnn/BouguilaZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/PorteousAW10,
author = {Ian Porteous and
Arthur U. Asuncion and
Max Welling},
editor = {Maria Fox and
David Poole},
title = {Bayesian Matrix Factorization with Side Information and Dirichlet
Process Mixtures},
booktitle = {Proceedings of the Twenty-Fourth {AAAI} Conference on Artificial Intelligence,
{AAAI} 2010, Atlanta, Georgia, USA, July 11-15, 2010},
pages = {563--568},
publisher = {{AAAI} Press},
year = {2010},
url = {https://doi.org/10.1609/aaai.v24i1.7686},
doi = {10.1609/AAAI.V24I1.7686},
timestamp = {Mon, 04 Sep 2023 16:23:45 +0200},
biburl = {https://dblp.org/rec/conf/aaai/PorteousAW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/compstat/MolitorFMR10,
author = {John Molitor and
L{\'{e}}a Fortunato and
Nuoo{-}Ting Molitor and
Sylvia Richardson},
editor = {Yves Lechevallier and
Gilbert Saporta},
title = {Examining the Association between Deprivation Profiles and Air Pollution
in Greater London using Bayesian Dirichlet Process Mixture Models},
booktitle = {19th International Conference on Computational Statistics, {COMPSTAT}
2010, Paris, France, August 22-27, 2010 - Keynote, Invited and Contributed
Papers},
pages = {277--283},
publisher = {Physica-Verlag},
year = {2010},
url = {https://doi.org/10.1007/978-3-7908-2604-3\_25},
doi = {10.1007/978-3-7908-2604-3\_25},
timestamp = {Fri, 24 Apr 2020 12:30:55 +0200},
biburl = {https://dblp.org/rec/conf/compstat/MolitorFMR10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/ViandierMRD10,
author = {Nicolas Viandier and
Juliette Marais and
Asma Rabaoui and
Emmanuel Duflos},
title = {{GNSS} pseudorange error density tracking using Dirichlet Process
Mixture},
booktitle = {13th Conference on Information Fusion, {FUSION} 2010, Edinburgh, UK,
July 26-29, 2010},
pages = {1--7},
publisher = {{IEEE}},
year = {2010},
url = {https://ieeexplore.ieee.org/document/5711829/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/fusion/ViandierMRD10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/IsmailF10,
author = {M. Maher Ben Ismail and
Hichem Frigui},
title = {Possibilistic Clustering Based on Robust Modeling of Finite Generalized
Dirichlet Mixture},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {573--576},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.145},
doi = {10.1109/ICPR.2010.145},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/IsmailF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/UlkerGC10,
author = {Yener {\"{U}}lker and
Bilge G{\"{u}}nsel and
Ali Taylan Cemgil},
title = {Annealed {SMC} Samplers for Dirichlet Process Mixture Models},
booktitle = {20th International Conference on Pattern Recognition, {ICPR} 2010,
Istanbul, Turkey, 23-26 August 2010},
pages = {2808--2811},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICPR.2010.688},
doi = {10.1109/ICPR.2010.688},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/UlkerGC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/MaL10,
author = {Zhanyu Ma and
Arne Leijon},
editor = {Takao Kobayashi and
Keikichi Hirose and
Satoshi Nakamura},
title = {Modelling speech line spectral frequencies with dirichlet mixture
models},
booktitle = {{INTERSPEECH} 2010, 11th Annual Conference of the International Speech
Communication Association, Makuhari, Chiba, Japan, September 26-30,
2010},
pages = {2370--2373},
publisher = {{ISCA}},
year = {2010},
url = {https://doi.org/10.21437/Interspeech.2010-648},
doi = {10.21437/INTERSPEECH.2010-648},
timestamp = {Fri, 23 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/interspeech/MaL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipta/IsmailF10,
author = {M. Maher Ben Ismail and
Hichem Frigui},
editor = {Khalifa Djemal and
Mohamed A. Deriche},
title = {Image database categorization using robust modeling of finite Generalized
Dirichlet mixture},
booktitle = {2nd International Conference on Image Processing Theory Tools and
Applications, {IPTA} 2010, 7-10 July, 2010, Paris, France},
pages = {334--339},
publisher = {{IEEE}},
year = {2010},
url = {https://doi.org/10.1109/IPTA.2010.5586778},
doi = {10.1109/IPTA.2010.5586778},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/ipta/IsmailF10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YuHW10,
author = {Guan Yu and
Rui{-}zhang Huang and
Zhaojun Wang},
editor = {Bharat Rao and
Balaji Krishnapuram and
Andrew Tomkins and
Qiang Yang},
title = {Document clustering via dirichlet process mixture model with feature
selection},
booktitle = {Proceedings of the 16th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, Washington, DC, USA, July 25-28,
2010},
pages = {763--772},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1835804.1835901},
doi = {10.1145/1835804.1835901},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YuHW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kes/KurahashiFIW10,
author = {Wataru Kurahashi and
Shinji Fukui and
Yuji Iwahori and
Robert J. Woodham},
editor = {Rossitza Setchi and
Ivan Jordanov and
Robert J. Howlett and
Lakhmi C. Jain},
title = {Shadow Detection Method Based on Dirichlet Process Mixture Model},
booktitle = {Knowledge-Based and Intelligent Information and Engineering Systems
- 14th International Conference, {KES} 2010, Cardiff, UK, September
8-10, 2010, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {6278},
pages = {89--96},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15393-8\_11},
doi = {10.1007/978-3-642-15393-8\_11},
timestamp = {Fri, 27 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kes/KurahashiFIW10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LeB10,
author = {Hai{-}Son Le and
Ziv Bar{-}Joseph},
editor = {John D. Lafferty and
Christopher K. I. Williams and
John Shawe{-}Taylor and
Richard S. Zemel and
Aron Culotta},
title = {Cross Species Expression Analysis using a Dirichlet Process Mixture
Model with Latent Matchings},
booktitle = {Advances in Neural Information Processing Systems 23: 24th Annual
Conference on Neural Information Processing Systems 2010. Proceedings
of a meeting held 6-9 December 2010, Vancouver, British Columbia,
Canada},
pages = {1270--1278},
publisher = {Curran Associates, Inc.},
year = {2010},
url = {https://proceedings.neurips.cc/paper/2010/hash/94f6d7e04a4d452035300f18b984988c-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/LeB10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YoshidaSNT10,
author = {Minoru Yoshida and
Issei Sato and
Hiroshi Nakagawa and
Akira Terada},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {Mining Numbers in Text Using Suffix Arrays and Clustering Based on
Dirichlet Process Mixture Models},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6119},
pages = {230--237},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_23},
doi = {10.1007/978-3-642-13672-6\_23},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YoshidaSNT10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/MeilaC10,
author = {Marina Meila and
Harr Chen},
editor = {Peter Gr{\"{u}}nwald and
Peter Spirtes},
title = {Dirichlet Process Mixtures of Generalized Mallows Models},
booktitle = {{UAI} 2010, Proceedings of the Twenty-Sixth Conference on Uncertainty
in Artificial Intelligence, Catalina Island, CA, USA, July 8-11, 2010},
pages = {358--367},
publisher = {{AUAI} Press},
year = {2010},
url = {https://dslpitt.org/uai/displayArticleDetails.jsp?mmnu=1\&smnu=2\&article\_id=2125\&proceeding\_id=26},
timestamp = {Wed, 03 Feb 2021 11:09:25 +0100},
biburl = {https://dblp.org/rec/conf/uai/MeilaC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/HannahBP10,
author = {Lauren Hannah and
David M. Blei and
Warren B. Powell},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Dirichlet Process Mixtures of Generalized Linear Models},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {313--320},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/hannah10a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HannahBP10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/UlkerGC10,
author = {Yener {\"{U}}lker and
Bilge G{\"{u}}nsel and
Ali Taylan Cemgil},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Sequential Monte Carlo Samplers for Dirichlet Process Mixtures},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {876--883},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/ulker10a.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/UlkerGC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhangDJ10,
author = {Zhihua Zhang and
Guang Dai and
Michael I. Jordan},
editor = {Yee Whye Teh and
D. Mike Titterington},
title = {Matrix-Variate Dirichlet Process Mixture Models},
booktitle = {Proceedings of the Thirteenth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2010, Chia Laguna Resort, Sardinia,
Italy, May 13-15, 2010},
series = {{JMLR} Proceedings},
volume = {9},
pages = {980--987},
publisher = {JMLR.org},
year = {2010},
url = {http://proceedings.mlr.press/v9/zhang10e.html},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhangDJ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShahbabaN09,
author = {Babak Shahbaba and
Radford M. Neal},
title = {Nonlinear Models Using Dirichlet Process Mixtures},
journal = {J. Mach. Learn. Res.},
volume = {10},
pages = {1829--1850},
year = {2009},
url = {https://dl.acm.org/doi/10.5555/1577069.1755846},
doi = {10.5555/1577069.1755846},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShahbabaN09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/JbabdiWB09,
author = {Sa{\^{a}}d Jbabdi and
Mark William Woolrich and
Timothy Edward John Behrens},
title = {Multiple-subjects connectivity-based parcellation using hierarchical
Dirichlet process mixture models},
journal = {NeuroImage},
volume = {44},
number = {2},
pages = {373--384},
year = {2009},
url = {https://doi.org/10.1016/j.neuroimage.2008.08.044},
doi = {10.1016/J.NEUROIMAGE.2008.08.044},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/JbabdiWB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/paa/BouguilaZH09,
author = {Nizar Bouguila and
Djemel Ziou and
Riad I. Hammoud},
title = {On Bayesian analysis of a finite generalized Dirichlet mixture via
a Metropolis-within-Gibbs sampling},
journal = {Pattern Anal. Appl.},
volume = {12},
number = {2},
pages = {151--166},
year = {2009},
url = {https://doi.org/10.1007/s10044-008-0111-4},
doi = {10.1007/S10044-008-0111-4},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/paa/BouguilaZH09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/taslp/OzkanOD09,
author = {Emre {\"{O}}zkan and
I. Y{\"{u}}cel {\"{O}}zbek and
M{\"{u}}beccel Demirekler},
title = {Dynamic Speech Spectrum Representation and Tracking Variable Number
of Vocal Tract Resonance Frequencies With Time-Varying Dirichlet Process
Mixture Models},
journal = {{IEEE} Trans. Speech Audio Process.},
volume = {17},
number = {8},
pages = {1518--1532},
year = {2009},
url = {https://doi.org/10.1109/TASL.2009.2022198},
doi = {10.1109/TASL.2009.2022198},
timestamp = {Sun, 17 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/taslp/OzkanOD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tcbb/RasmussenCGW09,
author = {Carl Edward Rasmussen and
Bernard J. de la Cruz and
Zoubin Ghahramani and
David L. Wild},
title = {Modeling and Visualizing Uncertainty in Gene Expression Clusters Using
Dirichlet Process Mixtures},
journal = {{IEEE} {ACM} Trans. Comput. Biol. Bioinform.},
volume = {6},
number = {4},
pages = {615--628},
year = {2009},
url = {https://doi.org/10.1109/TCBB.2007.70269},
doi = {10.1109/TCBB.2007.70269},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tcbb/RasmussenCGW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cso/SunZTM09,
author = {Li Sun and
Yanning Zhang and
Guangjian Tian and
Miao Ma},
editor = {Lean Yu and
Kin Keung Lai and
Shashi Kant Mishra},
title = {{SAR} Image Segmentation Using GHM-Based Dirichlet Process Mixture
Models},
booktitle = {Proceedings of the Second International Joint Conference on Computational
Sciences and Optimization, {CSO} 2009, Sanya, Hainan, China, 24-26
April 2009, Volume 1},
pages = {886--888},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CSO.2009.371},
doi = {10.1109/CSO.2009.371},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cso/SunZTM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/ArakiNSM09,
author = {Shoko Araki and
Tomohiro Nakatani and
Hiroshi Sawada and
Shoji Makino},
title = {Blind sparse source separation for unknown number of sources using
Gaussian mixture model fitting with Dirichlet prior},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {33--36},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4959513},
doi = {10.1109/ICASSP.2009.4959513},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/ArakiNSM09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/PaisleyC09,
author = {John W. Paisley and
Lawrence Carin},
title = {Dirichlet process mixture models with multiple modalities},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2009, 19-24 April 2009, Taipei, Taiwan},
pages = {1613--1616},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ICASSP.2009.4959908},
doi = {10.1109/ICASSP.2009.4959908},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/PaisleyC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/BianT09,
author = {Wei Bian and
Dacheng Tao},
editor = {Wei Wang and
Hillol Kargupta and
Sanjay Ranka and
Philip S. Yu and
Xindong Wu},
title = {Dirichlet Mixture Allocation for Multiclass Document Collections Modeling},
booktitle = {{ICDM} 2009, The Ninth {IEEE} International Conference on Data Mining,
Miami, Florida, USA, 6-9 December 2009},
pages = {711--715},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/ICDM.2009.102},
doi = {10.1109/ICDM.2009.102},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/BianT09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/informatiktage/Ebert09,
author = {Sandra Ebert},
editor = {Ludger Porada},
title = {Dirichlet Process Mixture Models for Object Category Recognition},
booktitle = {Informatiktage 2009 - Fachwissenschaftlicher Informatik-Kongress 27.
und 28. M{\"{a}}rz 2009, {B-IT} Bonn-Aachen International Center
for Information Technology in Bonn},
series = {{LNI}},
volume = {{S-8}},
pages = {27--30},
publisher = {{GI}},
year = {2009},
timestamp = {Mon, 20 Dec 2021 17:01:45 +0100},
biburl = {https://dblp.org/rec/conf/informatiktage/Ebert09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/WangGW09,
author = {Xiaogang Wang and
W. Eric L. Grimson and
Carl{-}Fredrik Westin},
editor = {Jerry L. Prince and
Dzung L. Pham and
Kyle J. Myers},
title = {Tractography Segmentation Using a Hierarchical Dirichlet Processes
Mixture Model},
booktitle = {Information Processing in Medical Imaging, 21st International Conference,
{IPMI} 2009, Williamsburg, VA, USA, July 5-10, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5636},
pages = {101--113},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02498-6\_9},
doi = {10.1007/978-3-642-02498-6\_9},
timestamp = {Fri, 02 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/WangGW09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigdial/CrookGP09,
author = {Nigel T. Crook and
Ram{\'{o}}n Granell and
Stephen G. Pulman},
editor = {Patrick G. T. Healey and
Roberto Pieraccini and
Donna K. Byron and
Steve J. Young and
Matthew Purver},
title = {Unsupervised Classification of Dialogue Acts using a Dirichlet Process
Mixture Model},
booktitle = {Proceedings of the {SIGDIAL} 2009 Conference, The 10th Annual Meeting
of the Special Interest Group on Discourse and Dialogue, 11-12 September
2009, London, {UK}},
pages = {341--348},
publisher = {The Association for Computer Linguistics},
year = {2009},
url = {https://aclanthology.org/W09-3951/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigdial/CrookGP09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/whispers/NascimentoB09,
author = {Jos{\'{e}} M. P. Nascimento and
Jos{\'{e}} M. Bioucas{-}Dias},
title = {Learning dependent sources using mixtures of Dirichlet: Applications
on hyperspectral unmixing},
booktitle = {First Workshop on Hyperspectral Image and Signal Processing: Evolution
in Remote Sensing, {WHISPERS} 2009, Grenoble, France, August 26-28,
2009},
pages = {1--5},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/WHISPERS.2009.5288975},
doi = {10.1109/WHISPERS.2009.5288975},
timestamp = {Wed, 16 Oct 2019 14:14:50 +0200},
biburl = {https://dblp.org/rec/conf/whispers/NascimentoB09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:journals/jmlr/XuHG09,
author = {Yang Xu and
Katherine A. Heller and
Zoubin Ghahramani},
editor = {David A. Van Dyk and
Max Welling},
title = {Tree-Based Inference for Dirichlet Process Mixtures},
booktitle = {Proceedings of the Twelfth International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2009, Clearwater Beach, Florida,
USA, April 16-18, 2009},
series = {{JMLR} Proceedings},
volume = {5},
pages = {623--630},
publisher = {JMLR.org},
year = {2009},
url = {http://proceedings.mlr.press/v5/xu09a.html},
timestamp = {Wed, 13 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/XuHG09.bib},
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@article{DBLP:journals/corr/abs-0907-1812,
author = {Hal Daum{\'{e}} III},
title = {Fast search for Dirichlet process mixture models},
journal = {CoRR},
volume = {abs/0907.1812},
year = {2009},
url = {http://arxiv.org/abs/0907.1812},
eprinttype = {arXiv},
eprint = {0907.1812},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-0907-1812.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/prl/BentabetM08,
author = {Layachi Bentabet and
Jiang Maodong},
title = {A combined Markovian and Dirichlet sub-mixture modeling for evidence
assignment: Application to image fusion},
journal = {Pattern Recognit. Lett.},
volume = {29},
number = {13},
pages = {1775--1783},
year = {2008},
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doi = {10.1016/J.PATREC.2008.05.003},
timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/BentabetM08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/tsp/CaronDDDV08,
author = {Francois Caron and
Manuel Davy and
Arnaud Doucet and
Emmanuel Duflos and
Philippe Vanheeghe},
title = {Bayesian Inference for Linear Dynamic Models With Dirichlet Process
Mixtures},
journal = {{IEEE} Trans. Signal Process.},
volume = {56},
number = {1},
pages = {71--84},
year = {2008},
url = {https://doi.org/10.1109/TSP.2007.900167},
doi = {10.1109/TSP.2007.900167},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/CaronDDDV08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/ChenWY08,
author = {Dongling Chen and
Daling Wang and
Ge Yu},
editor = {Yoshiharu Ishikawa and
Jing He and
Guandong Xu and
Yong Shi and
Guangyan Huang and
Chaoyi Pang and
Qing Zhang and
Guoren Wang},
title = {Unsupervised Text Learning Based on Context Mixture Model with Dirichlet
Prior},
booktitle = {Advanced Web and NetworkTechnologies, and Applications, APWeb 2008
International Workshops: BIDM, IWHDM, and DeWeb Shenyang, China, April
26-28, 2008. Revised Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {4977},
pages = {172--181},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89376-9\_17},
doi = {10.1007/978-3-540-89376-9\_17},
timestamp = {Thu, 02 May 2024 20:50:55 +0200},
biburl = {https://dblp.org/rec/conf/apweb/ChenWY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/biocomp/ShahbabaPJP08,
author = {Babak Shahbaba and
Eva Prenosil and
Anjali Jain and
Sylvia K. Plevritis},
editor = {Hamid R. Arabnia and
Mary Qu Yang and
Jack Y. Yang},
title = {A modified Dirichlet process mixture model for clustering phosphopeptides
based on their response to anti-cancer drug perturbation},
booktitle = {International Conference on Bioinformatics {\&} Computational
Biology, {BIOCOMP} 2008, July 14-17, 2008, Las Vegas Nevada, USA,
2 Volumes},
pages = {17--22},
publisher = {{CSREA} Press},
year = {2008},
timestamp = {Fri, 06 Feb 2009 11:52:50 +0100},
biburl = {https://dblp.org/rec/conf/biocomp/ShahbabaPJP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/LiHZZL08,
author = {Xi Li and
Weiming Hu and
Zhongfei Zhang and
Xiaoqin Zhang and
Guan Luo},
editor = {Mark Everingham and
Chris J. Needham and
Roberto Fraile},
title = {Trajectory-Based Video Retrieval Using Dirichlet Process Mixture Models},
booktitle = {Proceedings of the British Machine Vision Conference 2008, Leeds,
UK, September 2008},
pages = {1--10},
publisher = {British Machine Vision Association},
year = {2008},
url = {https://doi.org/10.5244/C.22.106},
doi = {10.5244/C.22.106},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/LiHZZL08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/OtaDVY08,
author = {Kenko Ohta and
Emmanuel Duflos and
Philippe Vanheeghe and
Masuzo Yanagida},
title = {Speech recognitionwith speech density estimation by the Dirichlet
Process Mixture},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2008, March 30 - April 4, 2008, Caesars
Palace, Las Vegas, Nevada, {USA}},
pages = {1553--1556},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICASSP.2008.4517919},
doi = {10.1109/ICASSP.2008.4517919},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/OtaDVY08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icnsc/VelivelliH08,
author = {Atulya Velivelli and
Thomas S. Huang},
title = {Automatic Video Annotation Using Multimodal Dirichlet Process Mixture
Model},
booktitle = {Proceedings of the {IEEE} International Conference on Networking,
Sensing and Control, {ICNSC} 2008, Hainan, China, 6-8 April 2008},
pages = {1366--1371},
publisher = {{IEEE}},
year = {2008},
url = {https://doi.org/10.1109/ICNSC.2008.4525431},
doi = {10.1109/ICNSC.2008.4525431},
timestamp = {Wed, 16 Oct 2019 14:14:51 +0200},
biburl = {https://dblp.org/rec/conf/icnsc/VelivelliH08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sdm/TsudaK08,
author = {Koji Tsuda and
Kenichi Kurihara},
title = {Graph Mining with Variational Dirichlet Process Mixture Models},
booktitle = {Proceedings of the {SIAM} International Conference on Data Mining,
{SDM} 2008, April 24-26, 2008, Atlanta, Georgia, {USA}},
pages = {432--442},
publisher = {{SIAM}},
year = {2008},
url = {https://doi.org/10.1137/1.9781611972788.39},
doi = {10.1137/1.9781611972788.39},
timestamp = {Wed, 17 May 2017 14:24:53 +0200},
biburl = {https://dblp.org/rec/conf/sdm/TsudaK08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/JaraGL07,
author = {Alejandro Jara and
Mar{\'{\i}}a Jos{\'{e}} Garc{\'{\i}}a{-}Zattera and
Emmanuel Lesaffre},
title = {A Dirichlet process mixture model for the analysis of correlated binary
responses},
journal = {Comput. Stat. Data Anal.},
volume = {51},
number = {11},
pages = {5402--5415},
year = {2007},
url = {https://doi.org/10.1016/j.csda.2006.09.010},
doi = {10.1016/J.CSDA.2006.09.010},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/JaraGL07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cssc/Walker07,
author = {Stephen G. Walker},
title = {Sampling the Dirichlet Mixture Model with Slices},
journal = {Commun. Stat. Simul. Comput.},
volume = {36},
number = {1},
pages = {45--54},
year = {2007},
url = {https://doi.org/10.1080/03610910601096262},
doi = {10.1080/03610910601096262},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cssc/Walker07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/Silva07,
author = {Adelino R. Ferreira da Silva},
title = {A Dirichlet process mixture model for brain {MRI} tissue classification},
journal = {Medical Image Anal.},
volume = {11},
number = {2},
pages = {169--182},
year = {2007},
url = {https://doi.org/10.1016/j.media.2006.12.002},
doi = {10.1016/J.MEDIA.2006.12.002},
timestamp = {Mon, 24 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/mia/Silva07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/BouguilaZ07,
author = {Nizar Bouguila and
Djemel Ziou},
title = {High-Dimensional Unsupervised Selection and Estimation of a Finite
Generalized Dirichlet Mixture Model Based on Minimum Message Length},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {29},
number = {10},
pages = {1716--1731},
year = {2007},
url = {https://doi.org/10.1109/TPAMI.2007.1095},
doi = {10.1109/TPAMI.2007.1095},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/BouguilaZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/scjapan/SadamitsuMY07,
author = {Kugatsu Sadamitsu and
Takuya Mishina and
Mikio Yamamoto},
title = {Topic-based language models using Dirichlet Mixtures},
journal = {Syst. Comput. Jpn.},
volume = {38},
number = {12},
pages = {76--85},
year = {2007},
url = {https://doi.org/10.1002/scj.20629},
doi = {10.1002/SCJ.20629},
timestamp = {Wed, 13 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/scjapan/SadamitsuMY07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/JacksonDDF07,
author = {Edmund S. Jackson and
Manuel Davy and
Arnaud Doucet and
William J. Fitzgerald},
title = {Bayesian Unsupervised Signal Classification by Dirichlet Process Mixtures
of Gaussian Processes},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
15-20, 2007},
pages = {1077--1080},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICASSP.2007.366870},
doi = {10.1109/ICASSP.2007.366870},
timestamp = {Mon, 22 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/JacksonDDF07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/QiPC07,
author = {Yuting Qi and
John William Paisley and
Lawrence Carin},
title = {Dirichlet Process {HMM} Mixture Models with Application to Music Analysis},
booktitle = {Proceedings of the {IEEE} International Conference on Acoustics, Speech,
and Signal Processing, {ICASSP} 2007, Honolulu, Hawaii, USA, April
15-20, 2007},
pages = {465--468},
publisher = {{IEEE}},
year = {2007},
url = {https://doi.org/10.1109/ICASSP.2007.366273},
doi = {10.1109/ICASSP.2007.366273},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/QiPC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/JianC07,
author = {Yong{-}Dian Jian and
Chu{-}Song Chen},
title = {Two-View Motion Segmentation by Mixtures of Dirichlet Process with
Model Selection and Outlier Removal},
booktitle = {{IEEE} 11th International Conference on Computer Vision, {ICCV} 2007,
Rio de Janeiro, Brazil, October 14-20, 2007},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2007},
url = {https://doi.org/10.1109/ICCV.2007.4408974},
doi = {10.1109/ICCV.2007.4408974},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/JianC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iciar/BoutemedjetBZ07,
author = {Sabri Boutemedjet and
Nizar Bouguila and
Djemel Ziou},
editor = {Mohamed S. Kamel and
Aur{\'{e}}lio C. Campilho},
title = {Unsupervised Feature and Model Selection for Generalized Dirichlet
Mixture Models},
booktitle = {Image Analysis and Recognition, 4th International Conference, {ICIAR}
2007, Montreal, Canada, August 22-24, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4633},
pages = {330--341},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-74260-9\_30},
doi = {10.1007/978-3-540-74260-9\_30},
timestamp = {Tue, 14 May 2019 10:00:39 +0200},
biburl = {https://dblp.org/rec/conf/iciar/BoutemedjetBZ07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/KuriharaWT07,
author = {Kenichi Kurihara and
Max Welling and
Yee Whye Teh},
editor = {Manuela M. Veloso},
title = {Collapsed Variational Dirichlet Process Mixture Models},
booktitle = {{IJCAI} 2007, Proceedings of the 20th International Joint Conference
on Artificial Intelligence, Hyderabad, India, January 6-12, 2007},
pages = {2796--2801},
year = {2007},
url = {http://ijcai.org/Proceedings/07/Papers/449.pdf},
timestamp = {Tue, 20 Aug 2019 16:17:11 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/KuriharaWT07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/ThirionTKPRMP07,
author = {Bertrand Thirion and
Alan Tucholka and
Merlin Keller and
Philippe Pinel and
Alexis Roche and
Jean{-}Fran{\c{c}}ois Mangin and
Jean{-}Baptiste Poline},
editor = {Nico Karssemeijer and
Boudewijn P. F. Lelieveldt},
title = {High Level Group Analysis of {FMRI} Data Based on Dirichlet Process
Mixture Models},
booktitle = {Information Processing in Medical Imaging, 20th International Conference,
{IPMI} 2007, Kerkrade, The Netherlands, July 2-6, 2007, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4584},
pages = {482--494},
publisher = {Springer},
year = {2007},
url = {https://doi.org/10.1007/978-3-540-73273-0\_40},
doi = {10.1007/978-3-540-73273-0\_40},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/ThirionTKPRMP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/SatoN07,
author = {Issei Sato and
Hiroshi Nakagawa},
editor = {Pavel Berkhin and
Rich Caruana and
Xindong Wu},
title = {Knowledge discovery of multiple-topic document using parametric mixture
model with dirichlet prior},
booktitle = {Proceedings of the 13th {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Jose, California, USA, August
12-15, 2007},
pages = {590--598},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1281192.1281256},
doi = {10.1145/1281192.1281256},
timestamp = {Fri, 10 Mar 2023 14:55:31 +0100},
biburl = {https://dblp.org/rec/conf/kdd/SatoN07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uai/CaronDD07,
author = {Francois Caron and
Manuel Davy and
Arnaud Doucet},
editor = {Ronald Parr and
Linda C. van der Gaag},
title = {Generalized Polya Urn for Time-varying Dirichlet Process Mixtures},
booktitle = {{UAI} 2007, Proceedings of the Twenty-Third Conference on Uncertainty
in Artificial Intelligence, Vancouver, BC, Canada, July 19-22, 2007},
pages = {33--40},
publisher = {{AUAI} Press},
year = {2007},
url = {https://dl.acm.org/doi/10.5555/3020488.3020493},
doi = {10.5555/3020488.3020493},
timestamp = {Wed, 04 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/uai/CaronDD07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/Daume07,
author = {Hal Daum{\'{e}} III},
editor = {Marina Meila and
Xiaotong Shen},
title = {Fast search for Dirichlet process mixture models},
booktitle = {Proceedings of the Eleventh International Conference on Artificial
Intelligence and Statistics, {AISTATS} 2007, San Juan, Puerto Rico,
March 21-24, 2007},
series = {{JMLR} Proceedings},
volume = {2},
pages = {83--90},
publisher = {JMLR.org},
year = {2007},
url = {http://proceedings.mlr.press/v2/daume07a.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/Daume07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/eaai/BouguilaZ06,
author = {Nizar Bouguila and
Djemel Ziou},
title = {Online clustering via finite mixtures of Dirichlet and minimum message
length},
journal = {Eng. Appl. Artif. Intell.},
volume = {19},
number = {4},
pages = {371--379},
year = {2006},
url = {https://doi.org/10.1016/j.engappai.2006.01.012},
doi = {10.1016/J.ENGAPPAI.2006.01.012},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/eaai/BouguilaZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/McAuliffeBJ06,
author = {Jon D. McAuliffe and
David M. Blei and
Michael I. Jordan},
title = {Nonparametric empirical Bayes for the Dirichlet process mixture model},
journal = {Stat. Comput.},
volume = {16},
number = {1},
pages = {5--14},
year = {2006},
url = {https://doi.org/10.1007/s11222-006-5196-2},
doi = {10.1007/S11222-006-5196-2},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sac/McAuliffeBJ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/BouguilaZ06,
author = {Nizar Bouguila and
Djemel Ziou},
title = {A hybrid {SEM} algorithm for high-dimensional unsupervised learning
using a finite generalized Dirichlet mixture},
journal = {{IEEE} Trans. Image Process.},
volume = {15},
number = {9},
pages = {2657--2668},
year = {2006},
url = {https://doi.org/10.1109/TIP.2006.877379},
doi = {10.1109/TIP.2006.877379},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/BouguilaZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tkde/BouguilaZ06,
author = {Nizar Bouguila and
Djemel Ziou},
title = {Unsupervised Selection of a Finite Dirichlet Mixture Model: An MML-Based
Approach},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {18},
number = {8},
pages = {993--1009},
year = {2006},
url = {https://doi.org/10.1109/TKDE.2006.133},
doi = {10.1109/TKDE.2006.133},
timestamp = {Sat, 20 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tkde/BouguilaZ06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecml/YuYTK06,
author = {Shipeng Yu and
Kai Yu and
Volker Tresp and
Hans{-}Peter Kriegel},
editor = {Johannes F{\"{u}}rnkranz and
Tobias Scheffer and
Myra Spiliopoulou},
title = {Variational Bayesian Dirichlet-Multinomial Allocation for Exponential
Family Mixtures},
booktitle = {Machine Learning: {ECML} 2006, 17th European Conference on Machine
Learning, Berlin, Germany, September 18-22, 2006, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {4212},
pages = {841--848},
publisher = {Springer},
year = {2006},
url = {https://doi.org/10.1007/11871842\_87},
doi = {10.1007/11871842\_87},
timestamp = {Tue, 14 May 2019 10:00:54 +0200},
biburl = {https://dblp.org/rec/conf/ecml/YuYTK06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/fusion/CaronDDDV06,
author = {Francois Caron and
Manuel Davy and
Arnaud Doucet and
Emmanuel Duflos and
Philippe Vanheeghe},
title = {Bayesian Inference for Dynamic Models with Dirichlet Process Mixtures},
booktitle = {9th International Conference on Information Fusion, {FUSION} 2006,
Florence, Italy, July 10-13, 2006},
pages = {1--8},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICIF.2006.301580},
doi = {10.1109/ICIF.2006.301580},
timestamp = {Wed, 16 Oct 2019 14:14:56 +0200},
biburl = {https://dblp.org/rec/conf/fusion/CaronDDDV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/XingSJT06,
author = {Eric P. Xing and
Kyung{-}Ah Sohn and
Michael I. Jordan and
Yee Whye Teh},
editor = {William W. Cohen and
Andrew W. Moore},
title = {Bayesian multi-population haplotype inference via a hierarchical dirichlet
process mixture},
booktitle = {Machine Learning, Proceedings of the Twenty-Third International Conference
{(ICML} 2006), Pittsburgh, Pennsylvania, USA, June 25-29, 2006},
series = {{ACM} International Conference Proceeding Series},
volume = {148},
pages = {1049--1056},
publisher = {{ACM}},
year = {2006},
url = {https://doi.org/10.1145/1143844.1143976},
doi = {10.1145/1143844.1143976},
timestamp = {Sat, 05 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/XingSJT06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@inproceedings{DBLP:conf/nips/KuriharaWV06,
author = {Kenichi Kurihara and
Max Welling and
Nikos Vlassis},
editor = {Bernhard Sch{\"{o}}lkopf and
John C. Platt and
Thomas Hofmann},
title = {Accelerated Variational Dirichlet Process Mixtures},
booktitle = {Advances in Neural Information Processing Systems 19, Proceedings
of the Twentieth Annual Conference on Neural Information Processing
Systems, Vancouver, British Columbia, Canada, December 4-7, 2006},
pages = {761--768},
publisher = {{MIT} Press},
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timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/KuriharaWV06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
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@article{DBLP:journals/prl/BouguilaZ05,
author = {Nizar Bouguila and
Djemel Ziou},
title = {Using unsupervised learning of a finite Dirichlet mixture model to
improve pattern recognition applications},
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timestamp = {Sat, 22 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/prl/BouguilaZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/BouguilaZ05,
author = {Nizar Bouguila and
Djemel Ziou},
title = {MML-Based Approach for High-Dimensional Unsupervised Learning Using
the Generalized Dirichlet Mixture},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2005, San Diego, CA, USA, 21-23 September, 2005},
pages = {53},
publisher = {{IEEE} Computer Society},
year = {2005},
url = {https://doi.org/10.1109/CVPR.2005.493},
doi = {10.1109/CVPR.2005.493},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/BouguilaZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icapr/BouguilaZ05,
author = {Nizar Bouguila and
Djemel Ziou},
editor = {Peng Wang and
Maneesha Singh and
Chidanand Apt{\'{e}} and
Petra Perner},
title = {On Fitting Finite Dirichlet Mixture Using {ECM} and {MML}},
booktitle = {Pattern Recognition and Data Mining, Third International Conference
on Advances in Pattern Recognition, {ICAPR} 2005, Bath, UK, August
22-25, 2005, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {3686},
pages = {172--182},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11551188\_19},
doi = {10.1007/11551188\_19},
timestamp = {Tue, 14 May 2019 10:00:49 +0200},
biburl = {https://dblp.org/rec/conf/icapr/BouguilaZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/BouguilaZ05,
author = {Nizar Bouguila and
Djemel Ziou},
editor = {Petra Perner and
Atsushi Imiya},
title = {MML-Based Approach for Finite Dirichlet Mixture Estimation and Selection},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, 4th International
Conference, {MLDM} 2005, Leipzig, Germany, July 9-11, 2005, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {3587},
pages = {42--51},
publisher = {Springer},
year = {2005},
url = {https://doi.org/10.1007/11510888\_5},
doi = {10.1007/11510888\_5},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/BouguilaZ05.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tip/BouguilaZV04,
author = {Nizar Bouguila and
Djemel Ziou and
Jean Vaillancourt},
title = {Unsupervised learning of a finite mixture model based on the Dirichlet
distribution and its application},
journal = {{IEEE} Trans. Image Process.},
volume = {13},
number = {11},
pages = {1533--1543},
year = {2004},
url = {https://doi.org/10.1109/TIP.2004.834664},
doi = {10.1109/TIP.2004.834664},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tip/BouguilaZV04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/BouguilaZ04,
author = {Nizar Bouguila and
Djemel Ziou},
title = {A Powreful Finite Mixture Model Based on the Generalized Dirichlet
Distribution: Unsupervised Learning and Applications},
booktitle = {17th International Conference on Pattern Recognition, {ICPR} 2004,
Cambridge, UK, August 23-26, 2004},
pages = {280--283},
publisher = {{IEEE} Computer Society},
year = {2004},
url = {https://doi.org/10.1109/ICPR.2004.1334107},
doi = {10.1109/ICPR.2004.1334107},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icpr/BouguilaZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pris/BouguilaZ04,
author = {Nizar Bouguila and
Djemel Ziou},
editor = {Ana L. N. Fred},
title = {Unsupervised Learning of a Finite Discrete Mixture Model Based on
the Multinomial Dirichlet Distribution: Application to Texture Modeling},
booktitle = {Pattern Recognition in Information Systems, Proceedings of the 4th
International Workshop on Pattern Recognition in Information Systems,
{PRIS} 2004, In conjunction with {ICEIS} 2004, Porto, Portugal, April
2004},
pages = {118--127},
publisher = {{INSTICC} Press},
year = {2004},
timestamp = {Tue, 08 Jun 2004 10:53:28 +0200},
biburl = {https://dblp.org/rec/conf/pris/BouguilaZ04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mldm/BouguilaZV03,
author = {Nizar Bouguila and
Djemel Ziou and
Jean Vaillancourt},
editor = {Petra Perner and
Azriel Rosenfeld},
title = {Novel Mixtures Based on the Dirichlet Distribution: Application to
Data and Image Classification},
booktitle = {Machine Learning and Data Mining in Pattern Recognition, Third International
Conference, {MLDM} 2003, Leipzig, Germany, July 5-7, 2003, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {2734},
pages = {172--181},
publisher = {Springer},
year = {2003},
url = {https://doi.org/10.1007/3-540-45065-3\_15},
doi = {10.1007/3-540-45065-3\_15},
timestamp = {Tue, 14 May 2019 10:00:53 +0200},
biburl = {https://dblp.org/rec/conf/mldm/BouguilaZV03.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/SjolanderKBHKMH96,
author = {Kimmen Sj{\"{o}}lander and
Kevin Karplus and
Michael Brown and
Richard Hughey and
Anders Krogh and
I. Saira Mian and
David Haussler},
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doi = {10.1093/BIOINFORMATICS/12.4.327},
timestamp = {Fri, 15 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/SjolanderKBHKMH96.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ismb/BrownHKMSH93,
author = {Michael Brown and
Richard Hughey and
Anders Krogh and
I. Saira Mian and
Kimmen Sj{\"{o}}lander and
David Haussler},
editor = {Lawrence Hunter and
David B. Searls and
Jude W. Shavlik},
title = {Using Dirichlet Mixture Priors to Derive Hidden Markov Models for
Protein Families},
booktitle = {Proceedings of the 1st International Conference on Intelligent Systems
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publisher = {{AAAI}},
year = {1993},
url = {http://www.aaai.org/Library/ISMB/1993/ismb93-006.php},
timestamp = {Thu, 13 Dec 2012 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ismb/BrownHKMSH93.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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