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Redescription mining and its applications
Published on Jan 31, 2017905 Views
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Chapter list
Redescription mining and its applications00:00
Overview01:01
Illustrating example02:13
About RM03:34
Aims addressed by RM04:37
Specific tasks addressed by RM - 105:51
Specific tasks addressed by RM - 207:27
Notation08:32
Query language09:57
Definition10:59
Redescription quality measures - 111:45
Redescription quality measures - 212:20
Redescription quality measures - 313:16
Constraints13:50
Redescription search strategies14:23
RM approaches - 115:15
RM approaches - 216:28
Summary/Experience with RM algorithms18:50
PCT based redescription mining - 120:05
PCT based redescription mining - 221:28
PCT based - Initialization22:00
PCT based redescription mining - 322:38
PCT iterations and creation of redescriptions22:56
Creating redescriptions with CLUS-RM23:29
Mining with CLUS-RM24:32
Benchmark datasets25:08
Comparing redescriptions - 126:24
Comparing redescriptions - 227:59
Reasoning about redescription sets (Rsets)29:19
Redescription set quality measures30:48
Benchmarking via Rset measures31:58
Improving Rsets - 132:40
Improving Rsets - 233:18
Reasoning about redescription sets (Rsets)34:25
Benchmarking CLUS-RM + Rset extraction35:35
Extensions of CLUS-RM37:35
Application of CLUS-RM - ADNI dataset - 138:26
Application of CLUS-RM - ADNI dataset - 240:27
Application of CLUS-RM - ADNI dataset - 341:36
InterSet: interactive exploration of Rsets42:44
References - 143:35
References - 243:47
The end !43:58