This paper presents the implementation of a simulator application for feed forward neural networks which was made in Qt application framework. The paper demonstrates the object oriented design and the performance of the software. The main topics cover the class organization and some test results where the Matlab neural network toolbox was used as reference. Keywords— Neural network; Function ap...

This paper presents a framework for multi-class vehicle type identification based on oriented contour points. The decision process combines four classifiers: three voting algorithms and a distance error. This method have been tested on a realistic data set obtaining similar results for equivalent recognition frameworks with different features selections [11]. A confidence criterion is also calc...

An (s; n; q; t)-perfect hash family is a set of functions 1 ; 2 ; : : :; s from a set V of cardinality n to a set F of cardinality q with the property that every t-subset of V is injectively mapped into F by at least one of the functions i. The paper shows that the maximum value n s;t (q) that n can take for xed s and t has a leading term that is linear in q if and only if t > s. Moreover, for ...

This document gives formatting guidelines for authors preparing papers for publication in the International Journal of Emerging Technology and Advanced Engineering The authors must follow the instructions given in the document for the papers to be published. Keywords—Keyword are your own designated keyword which can be used for easy location of the manuscript using any search engines. It includ...

Keyword-based linked data information retrieval is an easy choice for general-purpose users, but the implementation of such an approach is a challenge because mere keywords do not hold semantic information. Some studies have incorporated templates in an effort to bridge this gap, but most such approaches have proven ineffective because of inefficient template management. Because linked data can...

This papex reviews and.iJ1ustrates a direct manipulation approach to visualization of high dimensional data, called painting. We describe a programming model based on constraints between entities in the underlying scientific database and the components of plots used to examine the data. The object-oriented implementation makes it easy to extend the original notion of brushing scatterplots to ob...

Cognitive Infocommunications (CogInfoCom) is a new research direction which has emerged as the synergic convergence of infocommunications and the cognitive sciences. In this paper, we provide the definition of CogInfoCom, and propose an architectural framework for the interaction-oriented design of CogInfoCom systems. We provide the outlines of an application example of the interaction-oriented...

The evaluation of agents is a robust obstacle. In this paper, we show the extensive unification of object-oriented languages and the Turing machine, which embodies the key principles of cyberinformatics. In our research, we confirm not only that DNS [1] can be made Bayesian, semantic, and robust, but that the same is true for Internet QoS. While such a claim might seem unexpected, it is derived...

Software metrics helps in estimating the quality of software. To meet the customer’s demands, there is a competence in the software industries for the best quality product. Some metrics can be applied in the early stages of product development that helps in eliminating the complexity at later stages. This paper helps in predicting software quality with the help of object oriented metrics. Keywo...