User profiles for Héctor H. Avilés

Dr. Héctor Hugo Avilés-Arriaga

Professor of Computer Science, Universidad Politécnica de Victoria
Verified email at upv.edu.mx
Cited by 330

[HTML][HTML] Effective use of FibroTest to generate decision trees in hepatitis C

D Lau-Corona, LA Pineda, HH Avilés… - World Journal of …, 2009 - ncbi.nlm.nih.gov
AIM: To assess the usefulness of FibroTest to forecast scores by constructing decision trees
in patients with chronic hepatitis C. METHODS: We used the C4. 5 classification algorithm to …

Visual recognition of similar gestures

HH Aviles-Arriaga, LE Sucar… - … Conference on Pattern …, 2006 - ieeexplore.ieee.org
Naturalness and effectiveness of gesture-based communication strongly depend on the success
of gesture recognition. However, confusion in classification increases when considering …

Visual recognition of gestures using dynamic naive bayesian classifiers

HH Avilés-Arriaga, LE Sucar… - The 12th IEEE …, 2003 - ieeexplore.ieee.org
Visual recognition of gestures is an important field of study in human-robot interaction research.
Although there exist several approaches in order to recognize gestures, on-line learning …

Dynamic Bayesian networks for visual recognition of dynamic gestures

HH Avilés-Arriaga, LE Sucar - Journal of Intelligent & Fuzzy …, 2002 - content.iospress.com
Dynamic Bayesian networks are a powerful representation to describe processes that vary
over time inside a stochastic framework. This paper describes an online visual recognition …

On the selection of a classification technique for the representation and recognition of dynamic gestures

HH Avilés, W Aguilar, LA Pineda - … : 11th Ibero-American Conference on AI …, 2008 - Springer
Previous evaluations of gesture recognition techniques have been focused on classification
performance, while ignoring other relevant issues such as knowledge description, feature …

Markovito: A flexible and general service robot

HH Avilés-Arriaga, LE Sucar, EF Morales… - Design and Control of …, 2009 - Springer
The development of service robots has recently received considerable attention. Their
deployment, however, normally involves a substantial programming effort to develop a particular …

A hardware architecture for image clustering using spiking neural networks

…, C Torres-Huitzil, HH Aviles-Arriaga… - 2012 IEEE Computer …, 2012 - ieeexplore.ieee.org
Spiking Neural Networks (SNNs) have become an important research theme due to new
discoveries and advances in neurophysiology, which states that information among neurons is …

[PDF][PDF] Avances en el Desarrollo y Construcción del Robot de Servicio SerBot II

…, TGC Antonio, MA José, AGAL Jesús, AAH Hugo - mecamex.net
El desarrollo de robots de servicio capaces de apoyar a los seres humanos en tareas cotidianas
ha despertado gran interés en los últimos años. Sin embargo, el costo económico para …

[PDF][PDF] Un Esquema 3D para la Descripción Visual de Gestos Dinámicos

MAJ Jesús, AAH Hugo, GJD Antonio, HR Hiram… - mecamex.net
La interacción humano-robot usando gestos es una forma de comunicación natural para
instruir robots de servicio. Sin embargo, la naturalidad y efectividad de este tipo de …

[PDF][PDF] A Flexible Service Robot Named Markovito

LE Sucar, EF Morales, HH Avilés - academia.edu
The development of service robots has recently received considerable attention. Their
deployment, however, normally involves a substantial programming effort to develop a particular …