FISHER DISTANCE BASED GA CLUSTERING TAKING INTO ACCOUNT OVERLAPPED SPACE AMONG PROBABILITY DENSITY FUNCTIONS OF CLUSTERS IN FEATURE SPACE
Journal Title: International Journal of Advanced Research in Artificial Intelligence(IJARAI) - Year 2013, Vol 2, Issue 11
Abstract
Fisher distance based Genetic Algorithm: GA clustering method which takes into account overlapped space among probability density functions of clusters in feature space is proposed. Through experiments with simulation data of 2D and 3D feature space generated by random number generator, it is found that clustering performance depends on overlapped space among probability density function of clusters. Also it is found relation between cluster performance and the GA parameters, crossover and mutation probability as well as the number of features and the number of clusters.
Authors and Affiliations
Kohei Arai
Keywords
Related Articles
- EP ID EP141449
- DOI -
- Views 115
- Downloads 0
Implementation of Computer Assisted CIPP Model for Evaluation Program of HIV/AIDS Countermeasures in Bali
One of the fact within economical development of tourism in Bali is indicated by established tourism facilities in order to support Bali tourism industry. Consquently, It has brought up effect that large numbers of...
Method for Learning Effciency Improvements Based on Gaze Location Notifications on e-learning Content Screen Display
Method for learning efficiency improvement based on gaze notifications on e-learning content screen display is proposed. Experimental results with e-learning two types of contents (Relatively small motion of e-learning c...
Sensitivity Analysis for Aerosol Refractive Index and Size Distribution Estimation Methods Based on Polarized Atmospheric Irradiance Measurements
Aerosol refractive index and size distribution estimations based on polarized atmospheric irradiance measurements are proposed together with its application to reflectance based vicarious calibration. A method for...
Application of distributed lighting control architecture in dementia-friendly smart homes
Dementia is a growing problem in societies with aging populations, not only for patients, but also for family members and for the society in terms of the associated costs of providing health care. Helping patients...
A Design of a Multi-Agent Smart E-Examiner
this paper proposes a design of an application of multi agent technology on a semantic net knowledge base, to build a smart e-examiner system. This e-examiner could be used in building and grading a personalized sp...