Evolutionary soft co-clustering: formulations, algorithms, and applications

W Zhang, R Li, D Feng, A Chernikov… - Data Mining and …, 2015 - Springer
… We then apply our evolutionary co-clustering algorithm to … A preliminary version of the
evolutionary soft co-clustering … space in which the evolutionary co-clustering method is applied to …

Evolutionary soft co-clustering

W Zhang, S Ji, R Zhang - Proceedings of the 2013 SIAM International …, 2013 - SIAM
… time-varying data using evolutionary co-clustering. Existing … probabilistic model for evolutionary
co-clustering in this paper… is that it leads to soft co-clustering assignments naturally. To …

MMCo-Clus – An Evolutionary Co-clustering Algorithm for Gene Selection

L Cui, S Acharya, S Mishra, Y Pan… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
… of the co-clustering method encouraged researchers to develop several robust co-clustering
However, according to the best of our knowledge, this advantage of the co-clustering

A novel collaborative filtering recommendation approach based on soft co-clustering

M Li, L Wen, F Chen - Physica A: Statistical Mechanics and its Applications, 2021 - Elsevier
… On the other hand, we compare our proposed approach with four existing co-clustering based
CF models, that is, Single Co-Clustering (Single) model, MCoC model, EMCoC model and …

A sparsity-inducing formulation for evolutionary co-clustering

S Ji, W Zhang, J Liu - Proceedings of the 18th ACM SIGKDD …, 2012 - dl.acm.org
… the proposed evolutionary co-clustering method, we compare the proposed method with two
other co-clustering methods and one clustering method. The two co-clustering methods are …

Co-clustering: A Survey of the Main Methods, Recent Trends, and Open Problems

E Battaglia, F Peiretti, RG Pensa - ACM Computing Surveys, 2024 - dl.acm.org
… Since its early formulations, co-clustering has gained … the co-clustering literature by reviewing
the main co-clustering methods… most recent trends in co-clustering research and outline the …

CCGA: Co-similarity based Co-clustering using genetic algorithm

SF Hussain, S Iqbal - Applied Soft Computing, 2018 - Elsevier
… A comprehensive survey of clustering, co-clustering or evolutionary algorithms is beyond
the scope of this paper. Here, we consider some of the widely used techniques relevant to our …

Evolutionary divergence in the fungal response to fluconazole revealed by soft clustering

D Kuo, K Tan, G Zinman, T Ravasi, Z Bar-Joseph… - Genome biology, 2010 - Springer
… cluster (partial co-clustering); or 3, no two species were in the same cluster (no co-clustering).
The pathways with the highest percentage of orthologs with full co-clustering are shown in …

Multi-objective genetic model for co-clustering ensemble

Y Zhong, H Wang, W Yang, L Wang, T Li - Applied Soft Computing, 2023 - Elsevier
… In this section of the paper, a co-clustering ensemble model is … a co-clustering solution as
well as optimize co-clustering … According to the evolutionary process described above, we …

Co-clustering optimization using Artificial Bee Colony (ABC) algorithm

SF Hussain, A Pervez, M Hussain - Applied Soft Computing, 2020 - Elsevier
… the co-clustering theme is embedded in the similarity metric, the advantages of co-clustering
are … From the above, we see that several evolutionary algorithms have been proposed in the …