Predictive Analytics Tools in Minimising Mining Equipment Failures

Predictive analytics and data mining

2 Predictive analytics in general 9 2.1 Supervised learning . . . . . . . . . . . . . . . . . . . . . . . . . . 9 2.2 Data cleaning and recoding . . . . . . . . . . . . . . . . . . . . . . 10 2.3 Linear regression . . . . . . . . . . . . . . . . . . . . . . . . . . . 12 2.4 Interpreting coefficients of a linear model . . . . . . . . . . . . . . 13 2.5 Evaluating performance . . . . . . . . . . ...

Mining Massive Fine-Grained Behavior Data to Improve Predictive Analytics

Organizations increasingly have access to massive, fine-grained data on consumer behavior. Despite the hype over “big data,” and the success of predictive analytics, only a few organizations have incorporated such finegrained data in a non-aggregated manner into their predictive analytics. This paper examines the use of massive, fine-grained data on consumer behavior—specifically payments to a ...

Industry Solution > Predictive Asset Analytics to Improve Mining Operations Overview

Predictive analytics, text mining, and drug-impaired driving

Drug-impaired driving is an increasingly difficult problem for property-casualty insurers, law enforcement officers, prosecutors, judges, and policy makers. From a nationally representative survey, 16% of weekend nighttime drivers tested positive for illicit drugs or medications.1 One in eight high school seniors responding to a 2011 survey reported driving after smoking marijuana in the two we...

Visual Data Mining - Theory, Techniques and Tools for Visual Analytics

When writing can change your life, when writing can enrich you by offering much money, why don't you try it? Are you still very confused of where getting the ideas? Do you still have no idea with what you are going to write? Now, you will need reading. A good writer is a good reader at once. You can define how you write depending on what books to read. This visual data mining theory techniques ...