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Analytics for Improving Talent Acquisition Processes
(Indian Institute of Management, Ahmedabad, 2015)
Talent Acquisition (TA) is an important function within HR, responsible for recruiting
high quality people for given job positions through various sources under stringent deadlines and cost constraints. Given the importance ...
Recognizing trust in natural language in Amazon's online reviews
(Indian Institute of Management, Ahmedabad, 2015)
The goal of this project is to build a system which could extract and classify ethotic statements (ethos relates to trustworthiness, credibility and reliability of seller) about Amazon’s service from a corpus of Amazon’s ...
Using Neural Networks and Machine Learning to explain Impact of Predictors in a Classification Scenario
(Indian Institute of Management, Ahmedabad, 2015)
This paper as an attempt in predicting the winning probability of a deal using two
different methods multinomial logistics model and neural networks (NN) model. The objective of the study is to find out the relevant ...
Data Analysis Using Probabilistic Graphical Models
(Indian Institute of Management, Ahmedabad, 2015)
Data mining is a multidisciplinary field, drawn from varying areas as artificial intelligence, database technology, data visualization and machine learning. Using a combination of machine learning, statistical analysis, ...
Ensemble Approach for Zoonotic Disease Prediction Using Machine Learning Techniques
(Indian Institute of Management, Ahmedabad, 2015)
More than two thirds of emerging infectious diseases in recent decades are zoonotic in origin. Timely prediction of these diseases which migrate from animals to humans and preventive measures to stop the loss in terms of ...
Assessment and Prospects of Big Data Analytics in Public Policy in India
(Indian Institute of Management, Ahmedabad, 2015)
Indian is emerging economy with potential to grow at double digit GDP growth rate. Sustainable growth and sustainable development require investment in technological innovations in governance product as well as governance ...