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An Extended Two-Phase Architecture for Mining Time Series Data
1.
An Extended Two-Phase
Architecture for Mining Time Series Data An-Pin, Chen; Yi-Chang, Chang; Nai-Wen, Hsu {apc, ycchen, sosorry }@iim.nctu.edu.tw 2005 KES@Melbourne
2.
3.
4.
5.
6.
7.
8.
Association rule mining
process
9.
Association rule mining
process
10.
Association rule mining
process
11.
Traditional association rule
mining for time series data
12.
Traditional association rule
mining for time series data
13.
Traditional association rule
mining for time series data
14.
15.
Two-phase architecture
16.
Two-phase architecture
17.
Two-phase architecture
18.
Two-phase architecture
19.
Two-phase architecture
20.
Two-phase architecture
21.
Two-phase architecture
22.
Two-phase architecture
23.
Two-phase architecture
24.
Two-phase architecture
25.
Two-phase architecture
26.
Two-phase architecture
27.
28.
29.
30.
31.
32.
33.
34.
35.
36.
37.
38.
39.
40.
Thanks for your
attention… Q & A
41.
Appendix A :
An example of time series data
42.
Raw data in
database
43.
Phase 1: Exploratory
data analysis (EDA)
44.
Kernel smoothing
45.
Phase 2: Quantitative
inter-transaction association rules
46.
Phase 2: Quantitative
inter-transaction association rules
47.
Phase 2: Quantitative
inter-transaction association rules
48.
Phase 2: Quantitative
inter-transaction association rules
49.
Phase 2: Quantitative
inter-transaction association rules
50.
Phase 2: Quantitative
inter-transaction association rules
51.
Phase 2: Quantitative
inter-transaction association rules
52.
Phase 2: Quantitative
inter-transaction association rules
53.
Accuracy Analysis
54.
Accuracy Analysis
55.
Accuracy Analysis
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