Abstract In this review, we have analysed and critically evaluated the inductive reasoning models. In the inductive reasoning, we draw conclusions which are not logically valid. In general, it is applied to make likely but not certain predictions about how people will behave in new environments. We in this paper, discussed and described the computational models and the basics of inductive... In this review, we have analysed and critically evaluated the inductive reasoning models. In the inductive reasoning, we draw conclusions which are not logically valid. In general, it is applied to make likely but not certain predictions about how people will behave in new environments. We in this paper, discussed and described the computational models and the basics of inductive reasoning. We have discussed how to implement and present how the models work, and give their positive and negative sides. Read More Read Less

Abstract For generating model for stock markets, we have basically deployed the Least Squares Support Vector Machines (LS-SVMs) through which the classification is made. It also supports the trend prediction. We used the web based technical indications for the feature selection. We have conducted the experimentation and the results indicate that the suggested model is suitable for short-term prediction of changes in... For generating model for stock markets, we have basically deployed the Least Squares Support Vector Machines (LS-SVMs) through which the classification is made. It also supports the trend prediction. We used the web based technical indications for the feature selection. We have conducted the experimentation and the results indicate that the suggested model is suitable for short-term prediction of changes in the stock market trend index. Read More Read Less

Abstract In this current work, we have proposed an application level mechanism for reliable message transfer in communications between smart objects in internet platform. We have used the transaction processing mechanism for the proposed application. We further proposed the analytical relationships and the performance of transaction processing is evaluated.... In this current work, we have proposed an application level mechanism for reliable message transfer in communications between smart objects in internet platform. We have used the transaction processing mechanism for the proposed application. We further proposed the analytical relationships and the performance of transaction processing is evaluated. Read More Read Less