KLASTERISASI NILAI PRESTASI SISWA MAN TANJUNG MORAWA DELI SERDANG SUMATERA UTARA DENGAN METODE FUZZY SUBTRACTIVE CLUSTERING
Cluster analysis is a multivmate technique that aims to group objects based on characteristics they have. Objects that Me in one cluster have the same relative properties (homogeneous)of the objects that Me in different clusters. Fuzzy subtractive clustering algorithm (FSC) is one of the algorithms...
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| Format: | Thesis |
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[Yogyakarta] : Universitas Gadjah Mada
2012
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| Subjects: |
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| author | , KURNIA SENJA BAHAGIA SIREGAR , Prof. Drs. H. Subanar, PhD. |
| author_facet | , KURNIA SENJA BAHAGIA SIREGAR , Prof. Drs. H. Subanar, PhD. |
| author_sort | , KURNIA SENJA BAHAGIA SIREGAR |
| collection | UGM |
| description | Cluster analysis is a multivmate technique that aims to group objects based on
characteristics they have. Objects that Me in one cluster have the same relative properties
(homogeneous)of the objects that Me in different clusters.
Fuzzy subtractive clustering algorithm (FSC) is one of the algorithms Me simple and
oftenuse in engineering and grouping of data for making an estimate of an efficient and does
not requITemany pMameters. FSC algorithm has a good ability to find clusters because
considering all the dimensions that vave a data. In this tesis the outhors implement the FSC
method as one of the algorithm to classify data klusterisasi students MAN Tanjung Morawa
Deli Serdang, North Sumatra based on achievement scors of Mathematics and sciences
(physics, Chemistry and Biology) subjects. This study also looked at the success rate of
theachers in these subjects in ~ving lessons in Tanjung Morawa MAN based on student
achievementscores obtained.
Applications of Fuzzy Subtractive Clustering algorithm (FSC) in the grouping of
student based on achievement scores of Mathematics and Sciences (physics, Chemistry and
Biology) subjects at Tanjung Morawa MAN student data at 36 samples tested in this study
showedthat the clusters Meformed most valuable medium (70-79). |
| first_indexed | 2024-03-13T22:34:00Z |
| format | Thesis |
| id | oai:generic.eprints.org:97822 |
| institution | Universiti Gadjah Mada |
| last_indexed | 2024-03-13T22:34:00Z |
| publishDate | 2012 |
| publisher | [Yogyakarta] : Universitas Gadjah Mada |
| record_format | dspace |
| spelling | oai:generic.eprints.org:978222016-03-04T08:47:21Z https://repository.ugm.ac.id/97822/ KLASTERISASI NILAI PRESTASI SISWA MAN TANJUNG MORAWA DELI SERDANG SUMATERA UTARA DENGAN METODE FUZZY SUBTRACTIVE CLUSTERING , KURNIA SENJA BAHAGIA SIREGAR , Prof. Drs. H. Subanar, PhD. ETD Cluster analysis is a multivmate technique that aims to group objects based on characteristics they have. Objects that Me in one cluster have the same relative properties (homogeneous)of the objects that Me in different clusters. Fuzzy subtractive clustering algorithm (FSC) is one of the algorithms Me simple and oftenuse in engineering and grouping of data for making an estimate of an efficient and does not requITemany pMameters. FSC algorithm has a good ability to find clusters because considering all the dimensions that vave a data. In this tesis the outhors implement the FSC method as one of the algorithm to classify data klusterisasi students MAN Tanjung Morawa Deli Serdang, North Sumatra based on achievement scors of Mathematics and sciences (physics, Chemistry and Biology) subjects. This study also looked at the success rate of theachers in these subjects in ~ving lessons in Tanjung Morawa MAN based on student achievementscores obtained. Applications of Fuzzy Subtractive Clustering algorithm (FSC) in the grouping of student based on achievement scores of Mathematics and Sciences (physics, Chemistry and Biology) subjects at Tanjung Morawa MAN student data at 36 samples tested in this study showedthat the clusters Meformed most valuable medium (70-79). [Yogyakarta] : Universitas Gadjah Mada 2012 Thesis NonPeerReviewed , KURNIA SENJA BAHAGIA SIREGAR and , Prof. Drs. H. Subanar, PhD. (2012) KLASTERISASI NILAI PRESTASI SISWA MAN TANJUNG MORAWA DELI SERDANG SUMATERA UTARA DENGAN METODE FUZZY SUBTRACTIVE CLUSTERING. UNSPECIFIED thesis, UNSPECIFIED. http://etd.ugm.ac.id/index.php?mod=penelitian_detail&sub=PenelitianDetail&act=view&typ=html&buku_id=54473 |
| spellingShingle | ETD , KURNIA SENJA BAHAGIA SIREGAR , Prof. Drs. H. Subanar, PhD. KLASTERISASI NILAI PRESTASI SISWA MAN TANJUNG MORAWA DELI SERDANG SUMATERA UTARA DENGAN METODE FUZZY SUBTRACTIVE CLUSTERING |
| title | KLASTERISASI NILAI PRESTASI SISWA MAN TANJUNG MORAWA
DELI SERDANG SUMATERA UTARA DENGAN METODE FUZZY
SUBTRACTIVE CLUSTERING |
| title_full | KLASTERISASI NILAI PRESTASI SISWA MAN TANJUNG MORAWA
DELI SERDANG SUMATERA UTARA DENGAN METODE FUZZY
SUBTRACTIVE CLUSTERING |
| title_fullStr | KLASTERISASI NILAI PRESTASI SISWA MAN TANJUNG MORAWA
DELI SERDANG SUMATERA UTARA DENGAN METODE FUZZY
SUBTRACTIVE CLUSTERING |
| title_full_unstemmed | KLASTERISASI NILAI PRESTASI SISWA MAN TANJUNG MORAWA
DELI SERDANG SUMATERA UTARA DENGAN METODE FUZZY
SUBTRACTIVE CLUSTERING |
| title_short | KLASTERISASI NILAI PRESTASI SISWA MAN TANJUNG MORAWA
DELI SERDANG SUMATERA UTARA DENGAN METODE FUZZY
SUBTRACTIVE CLUSTERING |
| title_sort | klasterisasi nilai prestasi siswa man tanjung morawa deli serdang sumatera utara dengan metode fuzzy subtractive clustering |
| topic | ETD |
| work_keys_str_mv | AT kurniasenjabahagiasiregar klasterisasinilaiprestasisiswamantanjungmorawadeliserdangsumaterautaradenganmetodefuzzysubtractiveclustering AT profdrshsubanarphd klasterisasinilaiprestasisiswamantanjungmorawadeliserdangsumaterautaradenganmetodefuzzysubtractiveclustering |