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Journal : JURNAL PRESIPITASI

CLUSTERING DATA PENCEMARAN UDARA SEKTOR INDUSTRI DI JAWA TENGAH DENGAN KOHONEN NEURAL NETWORK Warsito, Budi; Ispriyanti, Dwi; Widayanti, Henny
Jurnal Presipitasi : Media Komunikasi dan Pengembangan Teknik Lingkungan Vol 4, No 1 (2008): Vol 4, No 1 (2008)
Publisher : Departemen Teknik Lingkungan

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (45.724 KB) | DOI: 10.14710/presipitasi.v4i1.17-22

Abstract

Industrial clustering in Central Java based on polutan yielded to be intended in order to obtaine an industrial group as information in development wisdom specially at Central Java Province. The  method that  is  selected  in  industrial  clustering  is  Kohonen  Artificial  Neural  Network.  An Artificial Neural Network is configured for a specific application, such as pattern recognition or data classification, through a learning process. Kohonen Neural Network can be used in data clustering through unsupervised learning. This network will divide the input pattern into some cluster, based on trained weight. Then this weight will be updated until it can classified itself into the class needed. This paper will present the result of the air contamination data clustering at industrial sector in Central Java at the year 2006 using Kohonen Neural Network. The result of this clustering is industrial clustering, based on polutan yielded, become three clusters.
Co-Authors A Rusgiyono Abdul Hoyyi Agus Rusgiyono Ain Hafidita Alan Prahutama Ana Kartikawati Anisa Septi Rahmawati, Anisa Septi Anjan Setyo Wahyudi, Anjan Setyo Arief Rachman Hakim Atika Elsadining Tyas, Atika Elsadining Aulia Ikhsan Avia Enggar Tyasti, Avia Enggar Berta Elvionita Fitriani, Berta Elvionita Bitoria Rosa Niashinta, Bitoria Rosa Budi Warsito Dedi Nugraha Di Asih I Maruddani Diah Safitri Diah Wulandari Dita Ruliana, Dita Dwi Rahmayani, Dwi Dyan Anggun Krismala Dydaestury Jalarno Erna Sulistio Evi Yulia Handaningrum Farah, Sania Anisa Firdha Rahmatika Pratami, Firdha Rahmatika Gera Rozalia, Gera Hasbi Yasin Hasibuan, Rafida Zahro Henny Widayanti, Henny Ilham Maggri Irawati Tamara, Irawati Islami, Firda Dinny Jesica, Haniela Puja Kishatini Kishartini Ma'sum, M. Ali Margaretha, Cylvia Evasari Marlia Aide Revani Masfuhurrizqi Iman Maulida Azkiya, Maulida Maulida Najwa, Maulida Mawarni, Azizah Mulia Moch. Abdul Mukid Muhammad Fitri Lutfi Anshari Muhammad Rosyid Abdurrahman Mustafid Mustafid Nanci Rajagukguk, Nanci Nandang Fahmi Jalaludin Malik Natalia P P, Sylvi Natalia P P, Sylvi Nova Nova Noviana Nurhayati Nurwihda Safrida Umami Oka Afranda, Oka Pangestikasari, Merinda Pritha Sekar Wijayanti Pusphita Anna Octaviani Rahafattri Ariya Fauzannissa, Rahafattri Ariya Rahmah Merdekawaty, Rahmah Rahmaniar, Ratna Ramadhani, Puput Rany Wahyuningtias Ratih Nurmalasari, Ratih Ratna Pratiwi Ria Sutitis, Ria Rio Tongaril Simarmata Rita Rahmawati Riza Adi Priantoro, Riza Adi Sa'adah, Alfi Faridatus Sherly Candraningtyas Sindy Saputri Sisca Agustin Diani Budiman, Sisca Agustin Diani Sri Maya Sari Damanik Sudarno Sudarno Sugito Sugito Suhendra, Muhammad Arif Suparti Suparti Suparti, S. Syilfi Syilfi Tarno Tarno Taryono, Arkadina Prismatika Noviandini Tatik Widiharih Tiani Wahyu Utami Triastuti Wuryandari Trimono, Trimono Warsito Budi Wulandari, Annisa Ayu Yani Puspita Kristiani, Yani Puspita Yuciana Wilandari