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A multi-scale methodology for explaining data streams
Published on Oct 21, 20151638 Views
This paper presents a novel, multi-scale, framework, for the simultaneous analysis of multiple data streams, called StreamStory. The framework models the data streams as a hierarchical Markovian mo
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Chapter list
A Multi-Scale Methodology for Explaining Data Streams00:00
Outline - Introduction00:12
Introduction - 100:34
Introduction - 201:20
Introduction - StreamStory - 102:08
Introduction - StreamStory - 203:03
Outline - Implementation04:15
Implementation - Overview04:19
Implementation04:46
StreamStory Architecture05:11
Model Architecture05:51
Stream Modeler06:32
State Identifier06:58
Hierarchy Builder07:52
Hierarchy Builder - Finding Roots on Specific Height08:22
Transition Modeler08:48
Transition Modeler - Modelling Transitions09:37
State Assistant10:57
User Interface11:54
User Interface - Visualization Panel12:38
User Interface - State Details Panel13:38
Outline - Use-cases14:14
Use-Cases14:16
Outline - Further work14:32
Further work14:34
Thank You14:52