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Network reconstruction
Published on Jan 31, 20171085 Views
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Chapter list
Relevance Network Approach to Network Reconstruction00:00
Network Reconstruction Task04:04
Applications and Methods04:12
Relevance Network Approach04:14
What is this Talk About?05:55
Talk Outline - 107:44
Similarity Measures (SM)08:35
SM: Distances (Norms)10:12
SM: Dynamic Time Warping11:41
SM: Correlation Coefficients14:24
SM: Mutual Information15:44
SM: Simple Qualitative/Symbolic Distance17:05
SM: Symbolic Dynamics18:55
Symmetry Breaking Scoring Schemes20:44
Other Scoring Schemes23:21
Talk Outline - 223:50
Networks and Data: Yeast25:50
Networks and Data: Dream525:55
Methods and Performance Measures25:57
Comparison Methodology26:47
Methods Selection: T-Test28:47
Pareto Fronts in the Performance Space29:01
Pareto Fronts Analysis31:17
Comparison: Yeast vs. Dream5 (YvD)32:59
YNvDN: Similarity Measures33:39
YNvDN: Scoring Schemes35:52
Network Size: Similarity Measures36:54
Network Size: Scoring Schemes38:46
Time Series Length: Scoring Schemes41:44
Time Series Length: Similarity Measures42:14
Talk Outline - 342:18
Conclusion: What Works Where?42:21
Further Work44:17