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Journal : Nusantara Science and Technology Proceedings

Intermittent Data Forecasting using Kernel Support Vector Regression Muhaimin, Amri; Setyowati, Endah; Maulida H, Kartika; Sari, Allan Ruhui Fatma
Nusantara Science and Technology Proceedings 8th International Seminar of Research Month 2023
Publisher : Future Science

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11594/nstp.2024.4105

Abstract

Forecasting involves making future estimates. Forecasting methods are commonly employed to predict stock prices, monetary distribution, and weather conditions. To generate accurate forecasts, it is crucial that the data used is consistent, comprehensive, and unchanging. Some data can be readily predicted, while some poses a considerable challenge. An illustration of this is found in discontinuous data, which is notably hard to forecast. Discontinuous data is marked by frequent instances of zero values due to sporadic events. For instance, when tracking the sales of aircraft or other products, sales do not transpire daily, causing recorded data to often register as zero. Various techniques have been explored to handle this kind of data. In this particular study, the chosen method is support vector regression. This method is capable of predicting discontinuous data with a quality level of 1.004, which is lower than traditional approaches like exponential smoothing.
Co-Authors *, Supomo AA Sudharmawan, AA Abda Abda Abdul Juli Andi Gani Achmad Fauzi Adhwa Alifia Putri Agnesia, Gisella Agus Suryono Agustin, Sarah Ahmad Fauzi Ahmayani, Inda Alfiandi, Muhammad Gelvan Alifi, Daryan Pratama Alya Zahwa Saparily Amini Fatihah, Laisya Anak Agung Ayu Dewi Larantika Anak Agung Ayu Dewi Larantika, Anak Agung Ayu Dewi Andy Fefta Wijaya Anggraini, Adelia Puspa Anisa Rahmawati Anugerah, Bima Satria Aprian Maulana Suryawan Ardhi Kurniawan Ardianto, Faizal Rizky Ardinza, Selvi Armand, Fadhilah Salsabilla Ash Shiddiq, Reza Nurfaudzan Astuti, Eka Nurwidi Asyiyah, Nur Audia Rossanti, Shafrina Aziz, Shofwan Abdul Bambang Supriyono Bangun, Wike Bayun Matsaany Benny Setiawan, Benny Budiasti, Febbylian Nadila Darussalam, Muhammad Gani Baihaqi Dian Lestari Diky Zakaria Dini Gandini Dwinida, Yasya Dzikri Danuarteu, Muhamad Eko Ganis Sukoharsono Elfrida, Carissa Evelyn Anastasia Faaizah, Alfi Nur Fadhlullah, Wafiq Nur Fannidya Hamdani Zeho Fauzan, Muhammad Iqbal Fauzi Ahmad Muda Fitri Indriawati Fitriana, Aisyah Galura Muhammad Suranegara Ganis Sukoharsono , Eko Gin Ginanjar, Gin Hadi Putri, Dewi Indriati Hamidah, Isna Nur Harsuko Riniwati Heong, Yee Mei Hermawan, Romy Hilmi Nisa Ichwan Nul Ichsan Irwan Noor Istiansyah, Aden Istiqomah, Mutia Iwan Heri Kristanto Jannah, Fauziyah Rhaudhatul Kalisa, Abelia Naja Salma Karina, Shafira Faiza Kasmiko, Adi KHOIRUN NISAK Kusuma, Surya Labo, Tomy Laily Akbariah Leonardi Paris Hasugian Lestari, Nabilah Liu, Cindy M. Yamin, H. Mujirin Mahasti, Helda Sri Gana Duwi Makhalingga Ridhwan, Dhaafin Maulida H, Kartika Mawar Mawar May Wara, Shindi Shella Ma’mun Hakim Abdullah Moc. Makmur Moc. Makmur, Moc. Mochamad Makmur, Mochamad MR. Khairul Muluk Mubarok, Syahrul Muhaimin, Amri Muhamad Nanda Al Hakim Akbar Muhammad Nasrudin Mujibur Rahman Khairul Muluk Mustofa, Al Hilalul Nabilah, Putri Nafisah, Wafa Najib, M. Thoha Ainun Nasrullah, Daffa' Sami Niko Pahlevi Hentika Novelia, Eka Novia Andriani Mahardheny Nurcahyani, Alvina Nurizky, Thoriq Gifari Paramaputra, Arya Pandya Pebriyanti, Cahyani Pertiwi, Nuryyah Dewi Prastika, Dea Frescilia Ajeng Pratama, Hafiyyan Putra Pujiantoro, Edwin Putra, Alfando Triyoga Setya Putri, Khalifah Audya Eka Putrinismara, Moktika Pynda, Khanzademma Qeisha Qomariyah, Erni Rahayu, Ribut Raihan, Muhammad Raina Nurtsania, Santy Rapi Us. Djuko Ratih Nurpratiwi Ratu Risky Makhrojah Rawanti, Sri Restyasari, Nissa Retty Ratnawati rifa'i, Muhammad Rifki Chandra Utama Rismawati, Tita Salma, Rosyida Salmadiina, Ashrida Saputri, Gais Sari, Allan Ruhui Fatma Sarwono Sarwono Sarwono Sarwono Satriya, Ageng Setyo Leksono, Amin Shabrina, Hasyyati Sigalingging , Hendra Siti Meisyaroh, Siti Siti Rosidah Soesilo Zauhar Soesilo Zauhar Soesilo Zauhar Sri Wahyuningsi Laiya Sri Zulaihati, Sri Subagja, Banda Subektianto, Rahmad Adi Sujarwoto Sujarwoto, Sujarwoto Sulung Satriyo Irkham Pambudi Sumartono Sumartono Suprih Widodo, Suprih Suryadi Suryadi Suryadi Suryadi Suryono Agus Sutikno Sutikno Syadiva, Shaadzaa Syifaul Fuada Taufik Hidayat Tjahjanulin Domai Tri Wulida Afrianty Tulus Sabrina Tutun Seliari Vormes Gema Merdeka Wike Wike Wike, Wike winda pratiwi Yenti Juniarti Yovanka, Diva Nuranty Yudistira, Raka Yuliawan, Dwi Zahra Zakiyatus Shalihah Zahra, Hana Fatimah Zainudin, Ahmad Fikri