Data | Aula | RA | Nome | Nome do artigo | Ano de publicação | Autores dos artigos | Revista onde publicaram | Comentam | Link para publicação | |
17/06/2021 | 26 | 159976 | Sérgio Henrique Andrade de Azevedo | Dimensionality reduction for visualizing single-cell data using UMAP | 2020 | Leland McInnes, John Healy, and James Melville | Nature / arXiv | 169616 | https://www.nature.com/articles/nbt.4314 https://arxiv.org/pdf/1802.03426.pdf (Aplicacao + metodologia) | |
17/06/2021 | 26 | 264092 | Robinson Ortega Meza | Cluster Optimized Proximity Scaling | 2021 | Thomas Rusch, Patrick Mair, and Kurt Hornik | Journal of Computational and Graphical Statistics | 234963 | https://www.tandfonline.com/doi/full/10.1080/10618600.2020.1869027 | |
29/06/2021 | 29 | 264078 | Leandro Marrafon Bartalini | A General Hybrid Clustering Technique | 2019 | Saeid Amiri, Bertrand S. Clarke, Jennifer L. Clarke, and Hoyt Koepke | Journal of Computational and Graphical Statistics | 185812 | https://doi.org/10.1080/10618600.2018.1546593 | |
17/06/2021 | 26 | 229298 | Áurea Fonseca Lopes Galindo | Finite mixture modeling of censored data using the multivariate Student-t distribution | 2017 | Victor H. Lachos, Edgar J. López Moreno, and Kun Chen | Journal of Multivariate Analysis | 197908 | https://www.sciencedirect.com/science/article/pii/S0047259X1730310X | |
22/06/2021 | 27 | 169616 | Danielle Aparecida de Fátima Carvalho | Assessing and Quantifying Clusteredness: The OPTICS Cordillera | 2018 | Thomas Rusch, Kurt Hornik, and Patrick Mair | Journal of Computational and Graphical Statistics | 163407 | https://doi.org/10.1080/10618600.2017.1349664 | |
22/06/2021 | 27 | 234963 | Fernando Henrique Sousa Barreto | CHIME: Clustering of high-dimensional Gaussian mixtures with EM algorithm and its optimality. | 2019 | Cai, T. Tony, Jing Ma, and Linjun Zhang | The Annals of Statistics | 223715 | https://projecteuclid.org/journals/annals-of-statistics/volume-47/issue-3/CHIME--Clustering-of-high-dimensional-Gaussian-mixtures-with-EM/10.1214/18-AOS1711.short | |
22/06/2021 | 27 | 185812 | Pedro Nasevicius Ramos | Model-based clustering for multivariate functional data | 2014 | Julien Jacques and Cristian Preda | Computational Statistics and Data Analysis | 233889 | https://doi.org/10.1016/j.csda.2012.12.004 | |
06/07/2021 | 31 | 197908 | Giovana Marques Trindade | Semiparametric mixed effects models for unsupervised classification of Italian schools | 2019 | Chiara Masci, Anna Maria Paganoni, and Francesca Ieva | Journal of the Royal Statistical Society | 234965 | https://doi.org/10.1111/rssa.12449 | |
24/06/2021 | 28 | 163407 | Alexandre Reggiolli Teixeira | A notion of stability for k-means clustering | 2018 | Thibaut Le Gouic, and Quentin Paris | Electronic Journal of Statistics | 234972 | https://projecteuclid.org/journals/electronic-journal-of-statistics/volume-12/issue-2/A-notion-of-stability-for-k-means-clustering/10.1214/18-EJS1500.full | |
24/06/2021 | 28 | 223715 | Felipe Siconha Souza Pereira | Unsupervised Deep Embedding for Clustering Analysis | 2016 | Junyuan Xie, Ross Girshick, and Ali Farhadi | International conference on machine learning | 234974 | http://proceedings.mlr.press/v48/xieb16.pdf | |
24/06/2021 | 28 | 233889 | Mikaeri Ohana Estevam Candido | How Many Communities Are There? | 2015 | Diego Franco Saldana, Yi Yu, and Yang Feng | Journal of Computational and Graphical Statistics | 156183 | https://www.tandfonline.com/doi/full/10.1080/10618600.2015.1096790 | |
24/06/2021 | 28 | 234965 | Matheus Augustus Pumputis Marques | Spike-and-slab Lasso biclustering | 2021 | Gemma E. Moran, Veronika Ročková, and Edward I. George | Annals of Applied Statistics | 229299 | ||
29/06/2021 | 29 | 234972 | Yohana Brito Gonçalves | Splitting Methods for Convex Clustering | 2015 | Chi, E. C. and Lange, K. | Journal of Computational and Graphical Statistics | 234976 | https://www.tandfonline.com/doi/full/10.1080/10618600.2014.948181 | |
29/06/2021 | 29 | 234974 | Jamily Santos Sousa | An unsupervised machine learning model for discovering latent infectious diseases using social media data | 2017 | Sunghoon Lim, Conrad S. Tucker, and Soundar Kumara | Journal of Biomedical Informatics | 216401 | https://www.sciencedirect.com/science/article/pii/S1532046416301812 | |
17/06/2021 | 26 | 156183 | Leandro Zanon Siqueira | Comparing Graph Clusterings: Set partition measures vs. Graph-aware measures | 2020 | Valerie Poulin and François Théberge | IEEE Transactions on Pattern Analysis and Machine Intelligence | 173435 | https://ieeexplore.ieee.org/xpl/RecentIssue.jsp?punumber=34 https://arxiv.org/pdf/1806.11494.pdf | |
29/06/2021 | 29 | 229299 | João Victor Bastos de Freitas | Bayesian nonparametric clustering for large data sets | 2018 | Daiane Aparecida Zuanetti, Peter Müller, Yitan Zhu, Shengjie Yang, and Yuan Ji | Statistics and Computing | 234977 | https://link.springer.com/article/10.1007/s11222-018-9803-9 | |
01/07/2021 | 30 | 234976 | Matheus Oliveira de Castro | Combining Mixture Components for Clustering | 2012 | Jean-Patrick Baudry, Adrian E. Raftery, Gilles Celeux, Kenneth Lo, and Raphaël Gottardo | Journal of Computational and Graphical Statistics | 211319 | https://www.tandfonline.com/doi/abs/10.1198/jcgs.2010.08111 | |
01/07/2021 | 30 | 216401 | Johsac Isbac Gomez Sanchez | A comprehensive approach to mode clustering | 2016 | Yen-Chi Chen, Christopher R. Genovese, and Larry Wasserman | Electronic Journal of Statistics | 164912 | https://projecteuclid.org/journals/electronic-journal-of-statistics/volume-10/issue-1/A-comprehensive-approach-to-mode-clustering/10.1214/15-EJS1102.full?tab=ArticleLink | |
01/07/2021 | 30 | 173435 | Luke Zhi Wei Zheng | k-POD A Method for k-Means Clustering of Missing Data | 2016 | Jocelyn T. Chi, Eric C. Chi, and Richard G. Baraniuk | The American Statistician | 188650 | https://arxiv.org/pdf/1411.7013.pdf | |
01/07/2021 | 30 | 234977 | Keyliane Travassos Almeida da Silva | Unsupervised Learning With Random Forest Predictors | 2012 | Tao Shi and Steve Horvath | Journal of Computational and Graphical Statistics | 159976 | https://www.tandfonline.com/doi/abs/10.1198/106186006X94072 | |
06/07/2021 | 31 | 211319 | Amanda Merian Freitas Mendes | Model-based longitudinal clustering with varying cluster assignments | 2016 | Daniel K. Sewell, Yuguo Chen, William Bernhard, and Tracy Sulkin | Statistica Sinica | 264092 | https://www.jstor.org/stable/24721197 | |
06/07/2021 | 31 | 164912 | Adenilson José Rodrigues Júnior | Deep clustering: On the link between discriminative models and K-means | 2021 | Mohammed Jabi, Marco Pedersoli, Amar Mitiche, and Ismail Ben Ayed | IEEE Transactions on Pattern Analysis and Machine Intelligence | 264078 | https://www.computer.org/csdl/journal/tp/2021/06/08944041/1g6v5OxaiPu | |
22/06/2021 | 27 | 188650 | Wesley Ricardo Da Silva Satelis | A Framework for Feature Selection in Clustering | 2010 | Daniela M. Witten and Robert Tibshirani | Journal of the American Statistical Association | 229298 | https://www.tandfonline.com/doi/abs/10.1198/jasa.2010.tm09415 | |
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