TY - JOUR AU - Blanco Valencia, Xiomara Patricia AU - Becerra, M. A. AU - Castro Ospina, A. E. AU - Ortega Adarme, M. AU - Viveros Melo, D. AU - Peluffo-Ordóñez, Diego H. PY - 2017 SN - 2255-2863 UR - http://hdl.handle.net/10366/133635 AB - This work outlines a unified formulation to represent spectral approaches for both dimensionality reduction and clustering. Proposed formulation starts with a generic latent variable model in terms of the projected input data matrix.Particularly, such... LA - eng PB - Ediciones Universidad de Salamanca (España) KW - Computación KW - Informótica KW - Computing KW - Information Technology TI - Kernel-based framework for spectral dimensionality reduction and clustering formulation: A theoretical study ER -