CS145 Discussion Week 9 Yunsheng, Shengming 03/08/2019.

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Presentation transcript:

CS145 Discussion Week 9 Yunsheng, Shengming 03/08/2019

Today’s Discussion Announcement Roadmap Q & A GSP PrefixSpan DTW Naive Bayes Project Help Q & A

Sequential Pattern Mining: Applications https://www.cse.wustl.edu/~jain/cse571-07/ftp/ids/index.html#sec2

GSP https://www.slideshare.net/Krish_ver2/53-mining-sequential-patterns

GSP https://www.slideshare.net/Krish_ver2/53-mining-sequential-patterns

GSP https://www.slideshare.net/Krish_ver2/53-mining-sequential-patterns

GSP https://www.slideshare.net/Krish_ver2/53-mining-sequential-patterns

GSP https://www.slideshare.net/Krish_ver2/53-mining-sequential-patterns

GSP https://www.slideshare.net/Krish_ver2/53-mining-sequential-patterns

GSP https://www.slideshare.net/Krish_ver2/53-mining-sequential-patterns

GSP https://www.slideshare.net/Krish_ver2/53-mining-sequential-patterns

GSP https://www.slideshare.net/Krish_ver2/53-mining-sequential-patterns

PrefixSpan https://fenix.tecnico.ulisboa.pt/downloadFile/1407993358847907/licao_8.pdf

PrefixSpan https://fenix.tecnico.ulisboa.pt/downloadFile/1407993358847907/licao_8.pdf

PrefixSpan https://fenix.tecnico.ulisboa.pt/downloadFile/1407993358847907/licao_8.pdf

PrefixSpan https://fenix.tecnico.ulisboa.pt/downloadFile/1407993358847907/licao_8.pdf

PrefixSpan https://fenix.tecnico.ulisboa.pt/downloadFile/1407993358847907/licao_8.pdf

PrefixSpan https://fenix.tecnico.ulisboa.pt/downloadFile/1407993358847907/licao_8.pdf

PrefixSpan https://fenix.tecnico.ulisboa.pt/downloadFile/1407993358847907/licao_8.pdf

DTW https://en.wikipedia.org/wiki/Dynamic_time_warping https://commons.wikimedia.org/wiki/File:Animation_Dynamic_Time_Warping.gif

DTW http://www.phon.ox.ac.uk/jcoleman/old_SLP/Lecture_5/DTW_explanation.html

DTW http://www.phon.ox.ac.uk/jcoleman/old_SLP/Lecture_5/DTW_explanation.html

DTW 1 2 1 1 1 1 1 1 2 2 2 1 1 3 1 1 1 2 1 2 1 1 1 2 1 1 1 2 3 2 http://www.phon.ox.ac.uk/jcoleman/old_SLP/Lecture_5/DTW_explanation.html

DTW 5 5 3 4 3 5 5 5 2 2 3 4 4 4 2 1 2 5 2 2 1 2 2 4 1 1 2 4 5 6 1 1 2 4 5 6 2 4 7 9 9 http://www.phon.ox.ac.uk/jcoleman/old_SLP/Lecture_5/DTW_explanation.html

DTW 5 5 3 4 3 5 5 5 2 2 3 4 4 4 2 1 2 5 2 2 1 2 2 4 1 1 2 4 5 6 1 1 2 4 5 6 2 4 7 9 9 http://www.phon.ox.ac.uk/jcoleman/old_SLP/Lecture_5/DTW_explanation.html

DTW 5 5 3 4 3 5 5 5 2 2 3 4 4 4 2 1 2 5 2 2 1 2 2 4 1 1 2 4 5 6 1 1 2 4 5 6 2 4 7 9 9 http://www.phon.ox.ac.uk/jcoleman/old_SLP/Lecture_5/DTW_explanation.html

DTW 5 5 3 4 3 5 5 5 2 2 3 4 4 4 2 1 2 5 2 2 1 2 2 4 1 1 2 4 5 6 1 1 2 4 5 6 2 4 7 9 9 http://www.phon.ox.ac.uk/jcoleman/old_SLP/Lecture_5/DTW_explanation.html

DTW 5 5 3 4 3 5 5 5 2 2 3 4 4 4 2 1 2 5 2 2 1 2 2 4 1 1 2 4 5 6 1 1 2 4 5 6 2 4 7 9 9 http://www.phon.ox.ac.uk/jcoleman/old_SLP/Lecture_5/DTW_explanation.html

DTW 5 5 3 4 3 5 5 5 2 2 3 4 4 4 2 1 2 5 2 2 1 2 2 4 1 1 2 4 5 6 1 1 2 4 5 6 2 4 7 9 9 http://www.phon.ox.ac.uk/jcoleman/old_SLP/Lecture_5/DTW_explanation.html

DTW 5 5 3 4 3 5 5 5 2 2 3 4 4 4 2 1 2 5 2 2 1 2 2 4 1 1 2 4 5 6 1 1 2 4 5 6 2 4 7 9 9 http://www.phon.ox.ac.uk/jcoleman/old_SLP/Lecture_5/DTW_explanation.html

DTW http://www.phon.ox.ac.uk/jcoleman/old_SLP/Lecture_5/DTW_explanation.html

Thank you! Q & A