Albert Bifet OER/OCW Courses

Detecting Sentiment Change in Twitter by Albert Bifet @VideoLectures

MOA-TweetReader is a real-time system to read tweets in real time, to detect changes, and to find the terms whose frequency changed. Twitter is a micro-blogging service built to... Watch Video

MOA Concept Drift Active Learning Strategies by Albert @VideoLectures

We present a framework for active learning on evolving data streams, as an extension to the MOA system. In learning to classify streaming data, obtaining the true labels may require... Watch Video

Mining Big Data in Real Time by Albert Bifet @VideoLectures.net oer

Streaming data analysis in real time is becoming the fastest and most efficient way to obtain useful knowledge from what is happening now, allowing organizations to react quickly... Watch Video

New Ensemble Methods for Evolving Data by Albert Bifet @VideoLectures

Advanced analysis of data streams is quickly becoming a key area of data mining research as the number of applications demanding such processing increases. Online mining when such... Watch Video

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