Multi-objective approaches

Multi-view Clustering Approaches #


List of publications about multi-view clustering approaches including single- and multi-objective approaches.

  • 14 publications
  • 7 publications in journals and 7 in conferences

August, 2022 (last update)

  • An evolutionary many-objective approach to multiview clustering using feature and relational data
    A. Jose-Garcia, Julia Handl, W. Gomez-Flores, M. Garza-Fabre
    Applied Soft Computing (ASOC): 2021
    URL | PDF | CODE

  • On the interaction between distance functions and clustering criteria in multi-objective clustering
    A. Jose-Garcia, Julia Handl
    Evolutionary Multi-Criterion Optimization (EMO): 2021
    URL | PDF | CODE

  • Many-view clustering: an illustration using multiple dissimilarity measures
    A. Jose-Garcia, Julia Handl, W. Gomez-Flores, M. Garza-Fabre
    The Genetic and Evolutionary Computation Conference (GECCO): 2019
    URL | PDF | CODE

  • A multiobjective multi-view cluster ensemble technique: Application in patient subclassification
    S. Mitra, S. Saha
    Plus ONE: 2019
    URL | PDF | CODE

  • A fast multiobjective fuzzy clustering with multimeasures combination
    C. Liu, Q. Chen, Y. Chen, J. Liu
    Matematical Problem in Engineering: 2019
    URL | PDF | CODE

  • Exploring multiobjective optimization for multiview clustering
    S. Saha, S. Mitra, S. Kramer
    ACM Transactions on Knowledge Discovery from Data: 2018
    URL | PDF | CODE

  • A general multiobjective clustering approach based on multiple distance measures
    C. Liu, J. Liu, D. Peng, C. Wu
    IEEE Access: 2018
    URL | PDF | CODE

  • Incorporating deep visual features into multiobjective based multi-view search results clustering
    S. Mitra, M. Hasanuzzaman, S. Saha, A. Way
    International Conference on Computational Linguistics: 2018
    URL | PDF | CODE

  • Evolutionary multi-objective optimization for multi-view clustering
    B. Jiang, F. Qiu, S. Yang, L. Wang
    Congress on Evolutionary Computation (CEC): 2016
    URL | PDF | CODE

  • A search-based approach to multi-view clustering of software systems
    A. M. Saeidi, J. Hage, R. Khadka, S. Jansen
    International Conference on Software Analysis, Evolution, and Reengineering (SANER): 2015
    URL | PDF | CODE

  • Multi-objective multi-view clustering ensemble based on evolutionary approach
    A. Wahid, X. Gao, P. Andreae
    Congress on Evolutionary Computation (CEC): 2015
    URL | PDF | CODE

  • Multi-view clustering of web documents using multi-objective genetic algorithm
    A. Wahid, X. Gao, P. Andreae
    Congress on Evolutionary Computation (CEC): 2014
    URL | PDF | CODE

  • Multi-objective multi-view spectral clustering via pareto optimization
    X. Wang, B. Qian, J. Ye, I. Davidson
    International Conference on Data Mining: 2013
    URL | PDF | CODE

  • Scatter tabu search for multiobjective clustering problems
    R. Caballero, M. Laguna, R. Martí, J. Molina
    Journal of the Operational Research Society: 2011
    URL | PDF | CODE
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