Classification of Incomplete Data Handling Techniques – An Overview
Journal Title: International Journal on Computer Science and Engineering - Year 2011, Vol 3, Issue 1
Abstract
The task of classification with incomplete data is a complex phenomena and its performance depends upon the method selected for handling the missing data. Missing data occur in datasets when no data value is stored for an attribute / feature in the dataset. This paper provides a brief overview to the problem of incomplete data handling techniques and discusses the various methods used with classification and missing data.
Authors and Affiliations
N. C. Vinod, , Dr. M. Punithavalli
Keywords
Related Articles
- EP ID EP108082
- DOI -
- Views 132
- Downloads 0
Trust Worthy Architecture Implementation for Mobile Ad hoc Networks
A mobile ad hoc network is a wireless communication network that does not rely on a fixed infrastructure and is lack of any centralized control. The wireless and distributed nature of mobile ad hoc networks poses greater...
Localization of Mobile Nodes in Wireless Networks with Correlated in Time Measurement Noise
Wireless Sensor Networks (WSNs) are widely used in applications like location monitoring, object tracking and decision making systems. Movement patterns of mobile sensor nodes play an important role in such systems. This...
AI based Digital Companding Scheme for OFDM system using custom constellation Mapping and selection
Data rate is important in telecommunication because it is irectly proportional to the cost of transmitting the signal. Saving bits is the same as saving money . In this paper we propose new digital companding scheme for...
Sectorization of Walsh and Walsh Wavelet in CBIR
this paper proposes the new Walsh Wavelet generation and its use in the Content based image retrieval. The Walsh Wavelet has been used to transform the images and sectored it into various sector sizes to generate the fea...
Multi-constrained QoS Multicast Routing based on the Genetic Algorithm for MANETs
A wireless MANET is a collection of wireless mobile hosts that dynamically create a temporary network without a fixed infrastructure. The topology of the network may change unpredictably and frequently. Therefore, multic...