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Valiance Solutions's Blog (6)

Application of Image Processing and Convolution Networks in Intelligent Character Recognition for Digitized Forms Processing

ABSTRACT

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…

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Added by Valiance Solutions on February 20, 2018 at 12:30am — 1 Comment

Intelligent System To Analyze Feedback Sentiments

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…

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Added by Valiance Solutions on December 20, 2017 at 1:30am — No Comments

Variable Reduction: An art as well as Science

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…

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Added by Valiance Solutions on April 21, 2017 at 9:20pm — No Comments

The Benefits of Decentralizing Analytics Talent

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…

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Added by Valiance Solutions on August 23, 2016 at 9:00pm — No Comments

Improving Predictions with Ensemble Model

INTRODUCTION

“Alone we can do so little and together we can do much” - a phrase from Helen Keller during 50's is a reflection of achievements and successful stories in real life scenarios from decades. Same thing applies with most of the cases from innovation with big impacts and with advanced technologies world. The machine Learning domain is also in the same race to make predictions and classification in a more accurate way using so called ensemble method and it is…

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Added by Valiance Solutions on August 11, 2016 at 12:00am — No Comments

Deploying Predictive Models

Over the last decade, we have seen tremendous interest in the application of data mining and statistical algorithms, first in research and science and, more recently across various industries, that has led to the development of myriad solutions by the data science community.

Most of the times data science algorithms are built standalone on platforms like R or python etc. In order to build a data-driven product or use these…

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Added by Valiance Solutions on August 1, 2016 at 10:30pm — No Comments

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