Scalable Algorithms Using Sparse Storage for Parallel Spectral Clustering on GPU

G He, S Vialle, N Sylvestre, M Baboulin - IFIP International Conference on …, 2021 - Springer
Spectral clustering has many fundamental advantages over k-means, but has high
computational complexity (O (n 3)) and memory requirement (O (n 2)), making it prohibitively …

[PDF][PDF] Multi-Perspective Ant Colony Optimization for Mining and Understanding the Topology Oriented Big Data

K Hiba, Q Usman, H Mazhar - Proceedings of the World Congress on …, 2017 - iaeng.org
Big data has the potential to transform how data can be used to manipulate, gather, collect,
enforce and contribute towards data centric applications. Data can have meaning and big …