This is a position paper that describes a long-term ongoing research project that is being developed at ITESM. The project is called Bymx. The aim of Bymx is to integrate informat...
Systems constructed from components, including distributed systems, consist of a number of elements that interact with each other. As the number of network elements or interchangea...
It is well known that frame independence assumption is a fundamental limitation of current HMM based speech recognition systems. By treating each speech frame independently, HMMs ...
We investigate the use of linear and nonlinear principal manifolds for learning low-dimensional representations for visual recognition. Several leading techniques: Principal Compo...
Abstract. Understanding ensemble diversity is one of the most important fundamental issues in ensemble learning. Inspired by a recent work trying to explain ensemble diversity from...