The rapid growth of information and communication technology captured common man and
various organizations and influenced each individual's life, work, and study. It leads to a data …

Abstract Information and technology revolution has brought a radical change in the way data
are collected. The data collected is of no use unless some useful information is derived from …

Large volumes of raw data are created from the digital world every day. Acquiring useful
information from these data is challenging, and it turned into a prime zone of momentum …

When facing with a complex problem, one often needs to consider dealing with it at what
level of granularity. Multi-scale knowledge representation provides us an opportunity to …

Medical diagnosis process vary in the degree to which they attempt to deal with different
complicating aspects of diagnosis such as relative importance of symptoms, varied symptom …

Ensemble learning is an effective approach for improving the generalization ability of base
classifiers. To generate a set of accurate and diverse base classifiers, different data …

Vast volumes of raw data are generated from the digital world each day. Acquiring useful
information and chief features from this data is challenging, and it has become a prime area …

The rapid growth of sustainable computing towards the energy, power and environment
seize an immense attention from bigger organizations to an individual life. Besides the world …

In modern era of computing, there is a need of development in data analysis and decision
making. Most of our tools are crisp, deterministic and precise in character. But general real …

In the past few years the original concept of rough sets, as introduced by Pawlak [26] has
been extended in many different directions. Some of these extensions are obtained by …