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Image processing is a rapidly evolving field with immense significance in science and engineering. One of the latest
applications of Image processing is in Intelligent Character Recognition (ICR), that is the computer translation of
handwritten text into machine-readable and machine-editable…
This paper enlightens the way companies can design Intelligent System to understand their customers’ sentiments better to improve their experience, which will help the businesses change their market position.
Sentiment analysis is widely acknowledged in the web and social media monitoring. It allows businesses to gain a comprehensive public opinion on the organization and its services. The ability to deduce insights from the text and emoticons from social media is a…Continue
Variable reduction is a crucial step for accelerating model building without losing the potential predictive power of the data. With the advent of Big Data and sophisticated data mining techniques, the number of variables encountered is often tremendous making variable selection or dimension reduction techniques imperative to produce models with acceptable accuracy and generalization. The temptation to build an ecological model using all available information (i.e., all variables) is hard to…Continue
In my experience, some of the most talented analytics professionals I’ve managed were ones that had intimate knowledge of the system limitations required to meet customer needs. These individuals came from a variety of roles, some from engineering, and others from customer service roles. Their strength was in forming specific hypotheses to pinpoint customer experience issues and then leveraging their curiosity to do whatever it took, including learning new statistical techniques and…Continue