Assessing partially ordered clustering in a multicriteria comparative context
暂无分享,去创建一个
Yves De Smet | Olivier Debeir | Christine Decaestecker | Jean Rosenfeld | O. Debeir | C. Decaestecker | Y. D. Smet | Jean Rosenfeld
[1] Christophe Biernacki,et al. Rankcluster: An R Package for Clustering Multivariate Partial Rankings , 2014, R J..
[2] Yiu-ming Cheung,et al. Exploiting Order Information Embedded in Ordered Categories for Ordinal Data Clustering , 2018, ISMIS.
[3] Y. De Smet,et al. An extension of PROMETHEE to interval clustering , 2017, Omega.
[4] Sahana D. Gowda,et al. A novel validity index with dynamic cut-off for determining true clusters , 2015, Pattern Recognit..
[5] Hao Li,et al. A novel density-based clustering algorithm using nearest neighbor graph , 2020, Pattern Recognit..
[6] Ricardo J. G. B. Campello,et al. Relative clustering validity criteria: A comparative overview , 2010, Stat. Anal. Data Min..
[7] Yves De Smet,et al. An exact algorithm for the multicriteria ordered clustering problem , 2012 .
[8] Y. De Smet. P2CLUST: An extension of PROMETHEE II for multicriteria ordered clustering , 2013, 2013 IEEE International Conference on Industrial Engineering and Engineering Management.
[9] Luis C. Dias,et al. Multicriteria Classification with Unknown Categories: A Clustering–Sorting Approach and an Application to Conflict Management , 2013 .
[10] Yves De Smet,et al. Towards multicriteria clustering: An extension of the k , 2004, Eur. J. Oper. Res..
[11] Pedro Antonio Gutiérrez,et al. Monotonic classification: an overview on algorithms, performance measures and data sets , 2018, Neurocomputing.
[12] Pilsung Kang,et al. Integrating cluster validity indices based on data envelopment analysis , 2018, Appl. Soft Comput..
[13] Constantin Zopounidis,et al. Multicriteria classification and sorting methods: A literature review , 2002, Eur. J. Oper. Res..
[14] A. Zimek,et al. On Using Class-Labels in Evaluation of Clusterings , 2010 .
[15] Qingfu Zhang,et al. Pareto Multi-Task Learning , 2019, NeurIPS.
[16] James C. Bezdek,et al. Some new indexes of cluster validity , 1998, IEEE Trans. Syst. Man Cybern. Part B.
[17] Henk L. Muller,et al. Evaluating Image Segmentation Algorithms Using the Pareto Front , 2002, ECCV.
[18] Yves De Smet. An extension of PROMETHEE to divisive hierarchical multicriteria clustering , 2014, IEEM.
[19] Zeshui Xu,et al. An ordered clustering algorithm based on K-means and the PROMETHEE method , 2018, Int. J. Mach. Learn. Cybern..
[20] Olatz Arbelaitz,et al. An extensive comparative study of cluster validity indices , 2013, Pattern Recognit..
[21] Olivier Alata,et al. A Pareto Front Approach for Feature Selection , 2016, ICPRAM.
[22] Aaron Carass,et al. Why rankings of biomedical image analysis competitions should be interpreted with care , 2018, Nature Communications.
[23] Yves De Smet,et al. On the use of valued action profiles for relational multi-criteria clustering , 2014 .
[24] S. Bandyopadhyay,et al. Combining Pareto-optimal clusters using supervised learning for identifying co-expressed genes , 2009, BMC Bioinformatics.
[25] Claude Lamboray,et al. ℱlow $\mathcal{S}$ ort: a flow-based sorting method with limiting or central profiles , 2008 .
[26] Arthur Zimek,et al. On strategies for building effective ensembles of relative clustering validity criteria , 2015, Knowledge and Information Systems.
[27] Ioannis P. Panapakidis,et al. Optimal Selection of Clustering Algorithm via Multi-Criteria Decision Analysis (MCDA) for Load Profiling Applications , 2018, Applied Sciences.
[28] Kay Chen Tan,et al. A Unified Entropy-Based Distance Metric for Ordinal-and-Nominal-Attribute Data Clustering , 2020, IEEE Transactions on Neural Networks and Learning Systems.
[29] Anil K. Jain. Data clustering: 50 years beyond K-means , 2010, Pattern Recognit. Lett..
[30] Yi Peng,et al. A Multicriteria Decision Making Approach for Estimating the Number of Clusters in a Data Set , 2012, PloS one.
[31] Paul S. Bradley,et al. Clustering via Concave Minimization , 1996, NIPS.