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
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- On the interaction between distance functions and clustering criteria in multi-objective clustering
A. Jose-Garcia, Julia Handl
Evolutionary Multi-Criterion Optimization (EMO): 2021
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- 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
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- A multiobjective multi-view cluster ensemble technique: Application in patient subclassification
S. Mitra, S. Saha
Plus ONE: 2019
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- A fast multiobjective fuzzy clustering with multimeasures combination
C. Liu, Q. Chen, Y. Chen, J. Liu
Matematical Problem in Engineering: 2019
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- Exploring multiobjective optimization for multiview clustering
S. Saha, S. Mitra, S. Kramer
ACM Transactions on Knowledge Discovery from Data: 2018
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- A general multiobjective clustering approach based on multiple distance measures
C. Liu, J. Liu, D. Peng, C. Wu
IEEE Access: 2018
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- 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
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- Evolutionary multi-objective optimization for multi-view clustering
B. Jiang, F. Qiu, S. Yang, L. Wang
Congress on Evolutionary Computation (CEC): 2016
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- 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
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- Multi-objective multi-view clustering ensemble based on evolutionary approach
A. Wahid, X. Gao, P. Andreae
Congress on Evolutionary Computation (CEC): 2015
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- Multi-view clustering of web documents using multi-objective genetic algorithm
A. Wahid, X. Gao, P. Andreae
Congress on Evolutionary Computation (CEC): 2014
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- Multi-objective multi-view spectral clustering via pareto optimization
X. Wang, B. Qian, J. Ye, I. Davidson
International Conference on Data Mining: 2013
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- Scatter tabu search for multiobjective clustering problems
R. Caballero, M. Laguna, R. MartÃ, J. Molina
Journal of the Operational Research Society: 2011
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