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All Journal EKUIVALEN - Pendidikan Matematika Gamatika Marwah: Jurnal Perempuan, Agama dan Jender POSITIF Emitor: Jurnal Teknik Elektro Jurnal ELTIKOM : Jurnal Teknik Elektro, Teknologi Informasi dan Komputer Jurnal Ilmiah Universitas Batanghari Jambi SINTECH (Science and Information Technology) Journal Kamaya: Jurnal Ilmu Agama Jurnal Pertanian Agros Al Qalam: Jurnal Ilmiah Keagamaan dan Kemasyarakatan JURNAL SWARNABHUMI Prosiding Seminar Nasional Sains dan Teknologi Terapan International Journal of Community Service Learning Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) PengabdianMu: Jurnal Ilmiah Pengabdian kepada Masyarakat Jurnal IMPACT: Implementation and Action Journal of Information Systems and Informatics Prosiding Seminar Nasional Teknik Mesin Jurnal Educatio FKIP UNMA Abdimas Galuh: Jurnal Pengabdian Kepada Masyarakat Ishlah: Jurnal Ilmu Ushuluddin, Adab dan Dakwah Jurnal Manajemen Pendidikan dan Ilmu Sosial (JMPIS) Jurnal Litbang Kota Pekalongan Mamba'ul 'Ulum SinarFe7 Jurnal Ilmiah Pendidikan Dasar (JIPDAS) Keris: Journal of Community Engagement Jurnal Teknik Mesin, Industri, Elektro dan Informatika AKHLAQUL KARIMAH: Jurnal Pendidikan Agama Islam Jurnal Nusantara Berbakti Jurnal Ilmiah Agroust Fastabiq: Jurnal Studi Islam Talimi Causa: Jurnal Hukum dan Kewarganegaraan Alfuad: Jurnal Sosial Keagamaan Journal of Regional Public Administration Jurnal Penelitian Pendidikan PASAI : Jurnal Pengabdian kepada Masyarakat Indonesian Journal of History Education
Abdul Rozaq
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Journal : Gamatika

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REGRESI LINIER FUZZY PADA DATA TIME SERIES Rozaq, Abdul
Gamatika Vol 3, No 1 (2012): GAMATIKA
Publisher : Gamatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (390.697 KB)

Abstract

Abstrak Perkembangan teori dan aplikasi logika fuzzy cukup luas pada berbagai bidang, selain pada model regresi, teori dan aplikasi logika fuzzy juga berkembang pada metode peramalan data time series yang disebut dengan fuzzy time series. Pada penelitian ini dilakukan pengkajian dan penggabungan keunggulan dari regresi fuzzy dan metode Autoregressive (AR). Keuntungan dari menggunakan metode ini adalah dihasilkan interval (upper bound dan lower bound) pada hasil ramalan, sehingga dapat digunakan dalam pengambilan keputusan baik pada kemungkinan yang terbaik atau terburuk. Kata Kunci : Konsep Fuzzy, Autoregressive, Regresi Abstract The development of the theory and applications of fuzzy logic is quite wide in various fields, in addition to the regression model, the theory and application of fuzzy logic is also developed in time series forecasting method called fuzzy time series. In this research, assessment and incorporation advantage of fuzzy regression and autoregressive method (AR). The advantage of using this method is generated interval (upper bound and lower bound) on the results of the forecast, so it can be used in decision-making in both the best and worst possibilities. Key Words : Fuzzy Concept, Autoregressive, Regression
REGRESI LINIER FUZZY PADA DATA TIME SERIES Rozaq, Abdul
Gamatika Vol 3, No 1 (2012): Jurnal Gagasan Matematika Dan Informatika
Publisher : Gamatika

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (390.697 KB)

Abstract

Abstrak Perkembangan teori dan aplikasi logika fuzzy cukup luas pada berbagai bidang, selain pada model regresi, teori dan aplikasi logika fuzzy juga berkembang pada metode peramalan data time series yang disebut dengan fuzzy time series. Pada penelitian ini dilakukan pengkajian dan penggabungan keunggulan dari regresi fuzzy dan metode Autoregressive (AR). Keuntungan dari menggunakan metode ini adalah dihasilkan interval (upper bound dan lower bound) pada hasil ramalan, sehingga dapat digunakan dalam pengambilan keputusan baik pada kemungkinan yang terbaik atau terburuk. Kata Kunci : Konsep Fuzzy, Autoregressive, Regresi Abstract The development of the theory and applications of fuzzy logic is quite wide in various fields, in addition to the regression model, the theory and application of fuzzy logic is also developed in time series forecasting method called fuzzy time series. In this research, assessment and incorporation advantage of fuzzy regression and autoregressive method (AR). The advantage of using this method is generated interval (upper bound and lower bound) on the results of the forecast, so it can be used in decision-making in both the best and worst possibilities. Key Words : Fuzzy Concept, Autoregressive, Regression
REGRESI LINIER FUZZY PADA DATA TIME SERIES Rozaq, Abdul
Gamatika Vol 3, No 1 (2012): Jurnal Gagasan Matematika Dan Informatika
Publisher : Gamatika

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

Abstrak Perkembangan teori dan aplikasi logika fuzzy cukup luas pada berbagai bidang, selain pada model regresi, teori dan aplikasi logika fuzzy juga berkembang pada metode peramalan data time series yang disebut dengan fuzzy time series. Pada penelitian ini dilakukan pengkajian dan penggabungan keunggulan dari regresi fuzzy dan metode Autoregressive (AR). Keuntungan dari menggunakan metode ini adalah dihasilkan interval (upper bound dan lower bound) pada hasil ramalan, sehingga dapat digunakan dalam pengambilan keputusan baik pada kemungkinan yang terbaik atau terburuk. Kata Kunci : Konsep Fuzzy, Autoregressive, Regresi Abstract The development of the theory and applications of fuzzy logic is quite wide in various fields, in addition to the regression model, the theory and application of fuzzy logic is also developed in time series forecasting method called fuzzy time series. In this research, assessment and incorporation advantage of fuzzy regression and autoregressive method (AR). The advantage of using this method is generated interval (upper bound and lower bound) on the results of the forecast, so it can be used in decision-making in both the best and worst possibilities. Key Words : Fuzzy Concept, Autoregressive, Regression
Co-Authors Abdul Sattar Agus Pebrianto, Agus Ahmad Afan Zaini2 Ahmad Anas Ahmad Jazuli Ahmad Rof’I Ahyati, Inayatul Ulya Aidi, Muhammad Ulil Aidina, Sufin Nurul Alfaruq, M Syaifuddin Alfayid, Aziz Alfiyannor, Muhammad Anam, M. Khairul Anasom Anasom, Anasom Andi Rahman Putera Annurrahman, Annurrahman Anwar, Yaskinul Aries Boedi Setiawan Asy'ari, Hasyim Awaludin Pimay Azmi, Inez Kalyana Butsainah, Innas Salma Cahyani, Aida Saskia D. S., Bayu Wirawan Dewi Susanti Diba, Masyita Ratu Dwiyan Putra, Farhan Eka Auliya Lathifah Ekaputri, Wanda Hanan Elta Sonalitha Erlinda Putri Hardi Ningtyas Evi Lestari Pratiwi - Politeknik Hasnur Kalimantan Selatan, Evi Lestari Pratiwi Fahreza, Moch. Aditya Rizky Faizah, Auliatul Fajar Lesmana, Adhistira Faozi, Imam Fasa, Alfithra Madya Fasihullisan, Azka Faqih Fathonah, Aida Fatiha, Siti Nuriya Ulha Fatikhaturrohmah, Salsabilla Fuad Sholihin Giyoto Guntur Cahyono Guntur Cahyono, Guntur Gusmiarni, Alfina Hardinto, R. Kelik Hardinto, R. Kelik Hardinto, Raden Kelik Hardinto, Raden Kelik Hasyim Hasanah Hatta Abdul Malik Inung Diah Kurniawati Islamiyah, Fitriyatul Islamiyah, Niswatul Iswanto, Andri Izzatus Tsani M Jarot Wijayanto K h o i r u n N i s a Kasmuri Kasmuri, Kasmuri Kasturi, Angel Rupa Khawismaya, Herlina Putri Kholisin Koko Joni Krisdianto Krisna Ade Satria, Maximilianus Kusdiarti, Lilik Laili Munzidah Latjuba Sofyana STT Lilik Kusdiarti Mafaza, Nurul Maisyaroh, Risma Rohmatul Masiran Meddiati Fajri Putri Meita Puspa Dewi Millaty, Marosimy Moh. Safii Mohammad Wahyu Wardhana Muhajarah, Kurnia Muhamad Irfan Praditya Muhammad Firdaus Jauhari, Muhammad Firdaus Muhammad Humaidi, Muhammad Mursyada, Ria Khasna Mushthofa, Aman Mustofa Hilmi Muzakki Bashori, Muzakki Nabilla Alya Nandicha Nadia Saraswati, Nadia Nafiroh, Nur Hidayatun Nandicha, Nabilla Alya Novi Shintia, Novi Nugroho, Agus Setiyo Budi Nugroho, Pinky Andi Nurkholimah Nanda Dewi Pertiwi Nurpratiwi, Hany Office, Irfan Handy Padli Padli Parhan, Parhan Pertiwi, Nurkholimah Nanda Dewi Praditya, Muhamad Irfan Pramuditya, Dafina Puteri, Siti Rois Yuwandira Putra, Bagaskara Wahyu Putra, Feri Setia Putri, Dini Kurnia Putri, Nitami Lestari Rabi, Abd Rahimi Fitri, Rahimi Rahmat Wahyu Nugroho Ramadani, Ramadani Ramadani, Ramadani Ramdani Ade Putra Ria Khasna Mursyada Riswan Yunida, Riswan Riyanto, Muhammad Bagas Riza Alfita Riza, Muchammad Riza Rohman, M. Fathor Romadhon, Muh. Syahri Safitri, Rahma Danisa Eka Salehawati, Nurul Salsabila, Afria Putri Septiya, Erna Sigit Mujiarto Siswadi Siti Isnaniah Sofyana, Latjuba Sonki Prasetya Subir, Fransisca Sheltriana Sukarman Sukarman Sukarman, S Sumarahinsih, Andrijani Sunaryo, Yacobus Upik, Upik Vina Darissurayya, Vina wardiah, isna Wasino Wasino Wulan Safriani Purnamasari Yacobus Sunaryo Yandhika Surya Akbar Gumilang Yessi Yunitasari Yudi Pratama, Yudi Yudi Suherman Yulia Harmini, Yulia Yulia Sunarti Yuniar Fahmi, Rizka Yuyun Affandi Zaini Zaini