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All Journal IAES International Journal of Artificial Intelligence (IJ-AI) IJCCS (Indonesian Journal of Computing and Cybernetics Systems) Kompak : Jurnal Ilmiah Komputerisasi Akuntansi E-Bisnis : Jurnal Ilmiah Ekonomi dan Bisnis CommIT (Communication & Information Technology) Al-Iqtishad : Jurnal Ilmu Ekonomi Syariah (Journal of Islamic Economics) LINK ANDHARUPA Akuisisi : Jurnal Akuntansi Pendas : Jurnah Ilmiah Pendidikan Dasar JMM (Jurnal Masyarakat Mandiri) Jurnal Rekam Medis dan Informasi Kesehatan Jurnal Manajemen Informasi Kesehatan Indonesia (JMIKI) Kajian Bisnis STIE Widya Wiwaha Go Infotech: Jurnal Ilmiah STMIK AUB Jurnal Ekonomi Dan Bisnis Abdimasku : Jurnal Pengabdian Masyarakat JURNAL PENDIDIKAN, SAINS DAN TEKNOLOGI Infokes : Jurnal Ilmiah Rekam Medis dan Informasi Kesehatan MANAJEMEN ProBisnis : Jurnal Manajemen Educenter: Jurnal Ilmiah Pendidikan INFORMATIKA Dinamika PENA ABDIMAS : Jurnal Pengabdian Masyarakat JURNAL AKUNTANSI DAN BISNIS Journal of Artificial Intelligence and Digital Business Community: Jurnal Pengabdian Pada Masyarakat Jurnal Rekayasa elektrika Journal of Technology Informatics and Engineering Jurnal Informatika Polinema (JIP) Empowering Humanity Journal of Economics, Business, Accounting and Management Jurnal Riset Teknik Komputer EDUCENTER JURNAL PENDIDIKAN Scientific Journal of Informatics Jurnal Informatika dan Kesehatan Bumi: Jurnal Hasil Kegiatan Sosialisasi Pengabdian Kepada Masyarakat International Journal of Mechanical, Electrical and Civil Engineering Cakrawangsa Bisnis Go Infotech: Jurnal Ilmiah STMIK AUB
Nur Rokhman
Dept. Of Computer Science And Electronics, Gadjah Mada University
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Journal : CommIT (Communication

 1 
A Survey on Mixed-Attribute Outlier Detection Methods Rokhman, Nur
CommIT (Communication and Information Technology) Journal Vol 13, No 1 (2019): CommIT Vol. 13 No. 1 Tahun 2019
Publisher : Bina Nusantara University

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.21512/commit.v13i1.5558

Abstract

In the data era, outlier detection methods play an important role. The existence of outliers can provide clues to the discovery of new things, irregularities in a system, or illegal intruders. Based on the data, outlier detection methods can be classified into numerical, categorical, or mixed-attribute data. However, the study of the outlier detection methods is generally conducted for numerical data. Meanwhile, many real-life facts are presented in mixed-attribute data. In this paper, the researcher presents a survey of outlier detection methods for mixed-attribute data. The methods are classified into four types, namely, categorized, enumerated, combined, and mixed outlier detection methods for mixed-attribute data. Through this classification, the methods can be easily analyzed and improved by applying appropriate functions.
Co-Authors Abdul Khafid, Abdul Agus Priyadi Agus Priyadi Agus Setiawan Agus Sihabuddin Agustiningrum, Vetriana Ahmad Riyadi Akbar, Muhamat Maulana Akrom, Ahmad Alamsyah, Reka Ali Imron Andleeb, Naima Andreas Heri Kurniawan Angga Eko Pramono Anifudin Azis Anshori, Arif Iman Arga adriansah Arif Sutrisno Bambang Widjanarko Susilo Bayu Aryanto Belo, Teresa Freitas Cahaya Jatmoko Cahyaning, Enggar Kartika Chasandra Puspitasari Choerun Asnawi Choirunnisa, Ayu Rizka Citra Nova Amalia Delinda Dalis Yuliani Dewi, Fadila Ayu Kumala Dewi, Siska Dian Herawati Dini Kharisatul Khabibah Dwi Nugroho Dyah Ari Susanti Edi Sugiarto Edwin Zusrony Eka Sudarusman, Eka Eni Endaryati ENI ENDARYATI Etylusfina, Etylusfina Fangela Myas Sari Fikri Budiman Fitro Nur Hakim Ghulam, Hafiz Grace, Flora Grhasta Dian Perestroika Hakim, Mujibul Hapsari, Luthfia Nurma Heri Hernawan Heru Lestiawan Heryawan, Lukman Indonesia, Dini Kharisatul Khabibah Iqnatius Dimas Nugroho Irda Yunianto Iswantoro, Ibnu Yanuar Jamaludin, Haris Jatmiko, Cahaya Junta Zeniarja Juwita Maharanti Kirana, Kusuma Candra kumalasari subroto, vivi Kurniawan, Andreas Heri Kusuma Chandra Kirana, Kusuma Chandra Kusumajaya, Robby Andika Kusumo, Haryo Laksana, Deddy Award Widya Maharani Maharani, Maharani Maulan, Puteri Anindya Miftah, Mohamad Miftakhur Rohmah, Miftakhur Millatina, Syifa Muinah Fadhilah, Muinah Muljono Muljono Murdayana, Murdayana Murdianingsih, Dian Nining Fitriani Nur Chakiki Ramadiansyah Nur Romdhonah, Fitri Nurgiyantoro, Edi Permata, Aurel Priastyca Praretno Wibowo Prasetio, Diki Bima Purnasari, Eni Puspitasari, Arnetta Aulia Puspitasari, Chasandra Qayyum, Abdul Raden Arief Nugroho Raden Roro Sisilia Sulistiyaningsih rahman, Maftur Rahmawati, Alfiani Diah Rasilah, Rasilah Riski Yunanto Rizka Ariyanti Saidah, Nur Saifudin Zuhri Salsabila, Ika Putri Sari, Fangela Myas Setiawardani, Wawan Sindhu Rakasiwi Siska Dewi Siswanto, Edy Sri Wahyuning Sukemi Kamto Sudibyo Sumaryanto Sumaryanto, Sumaryanto Syamsul Hadi Syarifah Salma Titik Rianawati Valentina Widya Suryaningtyas, Valentina Widya Vintya Meiliana Putri Nugraheni Vivi Kumalasari Vivi Kumalasari, Vivi Wahyono Wenti Ayu Sunarjo Wibowo, Moh Edi Wildan, Muh Khaerul Wiryanta, Wiryanta Wiwid Wahyudi