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Št. zadetkov: 5
Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams
Latifur Khan
Video in druga učna gradiva
Oznake:
In a typical data stream classification task, it is assumed that the total number of classes are fixed. This assumption may not be valid in a real streaming environment, where new classes may evolve. Traditional data stream classification techniques are not capable of recognizing novel class instanc ...
Leto: 2009 Vir: videolectures.net
Stream Data Mining: A Big Data Perspective
Latifur Khan
Video in druga učna gradiva
Oznake: computer science;data science
Data streams are continuous flows of data. Examples of data streams include network traffic, sensor data, call center records and so on. Data streams demonstrate several unique properties that together conform to the characteristics of big data (i.e., volume, velocity, variety and veracity) and add ...
Leto: 2016 Vir: videolectures.net
Iot in Practice: Case Studies in Data Analytics, with Issues in Privacy and Security
Latifur Khan , Albert Bifet
Video in druga učna gradiva
Oznake:
The challenge of deriving insights from the Internet of Things (IoT) has been recognized as one of the most exciting and key opportunities for both academia and industry. The advent of IoT applications is here: industry 4.0, connected industry, industry automation, smart cities, smart grids, energy ...
Leto: 2017 Vir: videolectures.net
IoT Big Data Stream Mining
Latifur Khan , João Gama , Albert Bifet
Video in druga učna gradiva
Oznake: computer science;data science
The challenge of deriving insights from the Internet of Things (IoT) has been recognized as one of the most exciting and key opportunities for both academia and industry. Advanced analysis of big data streams from sensors and devices is bound to become a key area of data mining research as the numbe ...
Leto: 2016 Vir: videolectures.net
Pseudo-Label Generation for Multi-Label Text Classification
Latifur Khan , NASA Ames Video and Graphics Branch
Video in druga učna gradiva
Oznake: computer science;text mining
With the advent and expansion of social networking, the amount of generated text data has seen a sharp increase. In order to handle such a huge volume of text data, new and improved text mining techniques are a necessity. One of the characteristics of text data that makes text mining difficult, is m ...
Leto: 2011 Vir: videolectures.net
Št. zadetkov: 5
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