Dr. R. Rizal Isnanto, S.T., M.M.,...
Transcript of Dr. R. Rizal Isnanto, S.T., M.M.,...
![Page 1: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/1.jpg)
Pengukuran Kemiripan Menggunakan
Konsep Jarak
pada proses Pengenalan Ucapan
Dr. R. Rizal Isnanto, S.T., M.M., M.T.
Program Studi Sistem Komputer
Universitas Diponegoro
Semarang, Indonesia
Matakuliah Speech Recognition
![Page 2: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/2.jpg)
Pengukuran Kemiripan
9-2
2
![Page 3: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/3.jpg)
Pengukuran Kemiripan
9-3
3
![Page 4: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/4.jpg)
Jarak Euclidean
9-4
4
![Page 5: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/5.jpg)
Jarak Euclidean Ternormalisasi
9-5
5
![Page 6: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/6.jpg)
Jarak Euclidean Ternormalisasi
9-6
6
![Page 7: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/7.jpg)
City Block Distance
9-7
7
![Page 8: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/8.jpg)
City Block Distance
9-8
8
![Page 9: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/9.jpg)
Chebyshev Distance
9-9
9
![Page 10: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/10.jpg)
Minkowski Distance
9-10
10
![Page 11: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/11.jpg)
Minkowski Distance
9-11
11
![Page 12: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/12.jpg)
Minkowski Distance
9-12
12
![Page 13: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/13.jpg)
Canberra Distance
9-13
13
![Page 14: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/14.jpg)
Bray-Curtis Dissimilarity
(BCD)/Sorensen Distance
Bray-Curtis is a modified Manhattan measurement,
where the summed differences between the variables
are standardised by the summed variables of the
objects. The general equation of the Bray-Curtis
dissimilarity is:
9-14
14
![Page 15: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/15.jpg)
Bray-Curtis Similarity (BCS)
In the equation dBCD is the Bray-Curtis dissimilarity
between the objects i and j, k is the index of a variable
and n is the total number of variables y. The Bray-
Curtis similarity dBCS is a slightly modified equation. It
can be directly calculated from the dissimilarity value:
dBCS = 1 – dBCD
In opposite to the dissimilarity approach a dBCS value of
0 means a complete absence of relationships.
9-15
15
![Page 16: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/16.jpg)
PR (digabung dengan tugas
menerjemahkan makalah)
9-16
16
![Page 17: Dr. R. Rizal Isnanto, S.T., M.M., M.T.rizal.blog.undip.ac.id/files/2009/06/Dipakai_Pertemuan_5_SimilarityMeasures.pdf · Bray-Curtis Similarity (BCS) In the equation dBCD is the Bray-Curtis](https://reader030.fdocument.pub/reader030/viewer/2022040311/5d663c0888c993813b8b917e/html5/thumbnails/17.jpg)
Penutup
Demikian paparan saya
sampaikan
Terima kasih…
Pa
ge17
© 2013 R. Rizal Isnanto, All rights reserved.