Using Survival Analysis for Predictive Maintenance

Wed, 01 May 2019 10:00:00 GMT

Developers and machine learning engineers can benefit from improved understanding of survival regression and its application in scenarios such as predictive maintenance of Industrial Internet of Things (IIoT) devices. This article walks through estimating the time until a machine should be serviced or maintained as a function of different explanatory variables.

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Gain Insight from Conversations Using Process Mining with LUIS

Sat, 01 Dec 2018 10:00:00 GMT

Effective conversations between chatbots and users require an understanding of interactions, and in particular of the flow of intents in dialogs. Learn how to gain insights into conversational flows to help identify areas where the bot can be improved to yield more productive and satisfying conversations.

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Improving LUIS Intent Classifications

Mon, 02 Jul 2018 10:00:00 GMT

The Language Understanding Intelligent Service (LUIS) enables powerful and intelligent voice-driven interaction. This article introduces two open source frameworks, Scattertext and LIME, and shows how to use them to train LUIS more effectively.

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C# - Using Survival Analysis

Tue, 01 Apr 2014 10:00:00 GMT

Survival analysis is a discipline in statistics that focuses on estimation of time to events. Typically applied in disciplines like drug research, engineering systems design and credit analytics, this feature shows how survival analysis can apply to software development.

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