Automating and utilising equal-distribution data classification

Data classification, i.e. organising data items in groups (classes), is a general technique widely used in data visualisation and cartography, in particular, for creation of choropleth maps. Conventionally, data are classified by dividing the data range into intervals and assigning the same symbol or colour to all data falling within an interval. For instance, the intervals may be of the same length or may include the same number of data items. We propose a method for defining intervals so that some quantity represented by values of another attribute is equally distributed among the classes. This kind of classification supports exploratory analysis of relationships between the attribute used for the classification and the distribution of the phenomenon whose quantity is represented by the additional attribute. The approach may be especially useful when the distribution of the phenomenon is very unequal, with many data items having zero or low quantities and quite a few items having larger quantities. With such a distribution, standard statistical analysis of the relationships may be problematic. We demonstrate the potential of the approach by analysing data referring to a set of spatially distributed people (patients) in relationship to characteristics of the areas in which the people live

Two days National Conference -VISHWATECH 2014 A Review-FPGA Implementation of Different Steganographic Technique

Abstract: Steganography is a method of hiding the information in a cover in such a way that only intended recipient can know that there is a hidden message. In Steganography for hiding informat ion any embedding mediu m can be used, called as carriers. These carriers can be images, audio files, video files, and text files. In this paper we have focused on steganographic techniques for image files. Image steganography techniques now days developed with an alternative approach based on an embedded FPGA system for image processing. Due to its reconfigurable ability Various FPGA approaches are chosen and without requiring hardware change-out, the uses of FPGA type Dev ices expand the product life by updating data stream files

Epoxidation of cyclohexene with iodosylbenzene catalysed by Ru(III)-dmg and Ru(III)-dpg complexes: synthesis and characterisation of catalytically active Ru(V)-oxo intermediates

The complexes K[RuIII(H-dmg)2Cl2], 1 (dmg= dimethylglyoxime), and K[RuIII(H-dpg)2Cl2], 2 (dpg=diphenylglyoxime), and the oxo complexes [Ruv(H-dmg)2(O)Cl], 3, and [Ruv(H-dpg)2(O)Cl], 4, were synthesised and characterised by elemental analysis, UV-Vis and IR spectroscopy and electrochemical studies. The epoxidation of cyclohexene with iodosylbenzene catalysed by complexes 1 and 2 is reported