4 research outputs found
The effect of Kernel functions on cryptocurrency prediction using support vector machines
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/01/2021
- Field of study
Forecastinginthefinancialsectorhasproventobeahighlyimportant area of study in the science of Computational Intelligence (CI). Furthermore, the availability of social media platforms contributes to the advancement of SVM research and the selection of SVM parameters. Using SVM kernel functions, this study examines the four kernel functions available: Linear, Radial Basis Gaussian (RBF), Polynomial, and Sigmoid kernels, for the purpose of cryptocurrency and foreign exchange market prediction. The available technical numerical data, senti- ment data, and a technical indicator were used in this experimental research, which was conducted in a controlled environment. The cost and epsilon-SVM regression techniques are both being utilised, and they are both being performed across the five datasets in this study. On the basis of three performance measures, which are the MAE, MSE, and RMSE, the results have been compared and assessed. The forecasting models developed in this research are used to predict all of the out- comes. The SVM-RBF kernel forecasting model, which has outperformed other SVM-kernel models in terms of error rate generated, are presented as a conclusion to this study
Erratum to: Abstracts from the 8th International Congress of the Asia Pacific Society of Infection Control (APSIC)
- Author
- Aizzuddin Mirasin
- Aliyah Ahmad
- Amalina AbuBakar
- Amalina Sidek
- Amanie Shafiee
- Anh Pham Phuong Dinh
- Azizah Samsuddin
- Boon Chu
- Chih-Chien Wang
- Chollathip Bunyaphongphan
- Hang Thi Phan
- Hermínia de Lencastre
- Jauharatud DiniSuhaimi
- Julaini Safar
- Kavitha Prabu
- Laurent Poirel
- Marta Aires de Sousa
- Marta Aires-de-Sousa
- Ming-Chin Chan
- Nattawipa Boonkirdram
- Nicolas Kieffer
- Noraini Ajis
- Nurul Morni
- Pakpoom Maneepongpermpoon
- Patrice Nordmann
- Pawin Wanasitchaiwat
- Pimpaporn Klunklin
- Rashidah Ahmad
- Rocio Alvarez Marin
- Silom Jamulitrat
- Sireekul Petyu
- Susylawathi Magon
- Sutasinee Thana
- Teresa Conceição
- Terrence Rohan Chinniah
- Tuyet Thi Kim Nguyen
- Wilawan Picheansathian
- Wison Laochareonsuk
- Woranan Boonsomsuk
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/05/2017
- Field of study
Abstracts from the 8th International Congress of the Asia Pacific Society of Infection Control (APSIC)
- Author
- Aisa Jensen Lee
- Aisa Jensen Lee
- Aisa Jensen Lee
- Aizzuddin Mirasin
- Akihiro Hayashi
- Akihiro Sato
- Akihiro Sato
- Aliyah Ahmad
- Aliyah Ahmad
- Allan Alde
- Allan Alde
- Allan Alde
- Alyona Lavrineko
- Alyona Lavrinenko
- Alyona Lavrinenko
- Alyona Lavrinenko
- Amalina AbuBakar
- Amalina Sidek
- Amalina Sidek
- Amanie Shafiee
- An-Chi Chen
- Ana Hutchinson
- Anar Turmuhambetova
- Anar Turmuhambetova
- Anar Turmuhambetova
- Anar Turmuhambetova
- Andrea Driscoll
- Angela Chow
- Angela Chow
- Angela Chow
- Angela Chow
- Angela Chow
- Angela Chow
- Angela Chow
- Angelo Macatibag
- Anh Pham Phuong Dinh
- Anna Josea Sanchez
- Annie F. Y. Leung
- Anry Nakphunsung
- Antonella Cheşcă
- Antonella Cheşcă
- Antonella Cheşcă
- Antonella Cheşcă
- Anucha Apisarnthanarak
- Anucha Apisarnthanarak
- Anusha Rohit
- Arlene Joy Esteban
- Arlene Joy Esteban
- Arlene Joy Esteban
- Asma Aziz
- Asma Aziz
- Asylkhan Alibecov
- Atsushi Komano
- Atsushi Umetsu
- Attanayaka Mudiyanselage Chulani Niroshika
- Aung Kyaw Wynn
- Aung-Aung Hein
- Aung-Aung Hein
- Aung-Aung Hein
- Avel Bathan
- Ayaka Tsukimori
- Azizah Samsuddin
- Bee Fong Poh
- Bee-Fong Poh
- Benjamin Ng
- Benny Setiawan
- Bente Borgen
- Bodhipakshage Rohini Hemamala
- Boon Chu
- Boon Chu
- Brenda Ang
- Brenda Ang
- Brenda Ang
- Brenda Ang
- Brenda Ang
- Brenda Ang
- Brenda Ang
- Brenda Ang
- Buachan Thongchuea
- C. H. Kan
- C. K. C. Lai
- C. P. Chen
- Cecilia Chan
- Chadanan Prasertpan
- Chadanan Prasertpan
- Chalermpong Saenjum
- Chalermpong Saenjum
- Chalermpong Saenjum
- Chang Yong-Yuan
- Chang-Pan Liu
- Chang-pan Liu
- Chang-pan Liu
- Chang-pan Liu
- Charles John Palenik
- Charles John Palenik
- Chen Jyh-Jou
- Cheng-Wei Chu
- Cheng-Wei Chu
- Cheng-Yu Lu
- Chi-Fen Taou
- Chia-Chun Chi
- Chia-Hua Mao
- Chia-Yun Pan
- Chiao-Hui Lin
- Chien-Feng Li
- Chih-Chien Wang
- Chikako Matuoka
- Chin-cheng Lin
- Chin-Te Lu
- Chin-Yu Chen
- Chin-Yu Chen
- Ching-I Ting
- Chittima Srithong
- Chiu-Yin Yeh
- Chiu-yin Yeh
- Chiu-Yuch Yea
- Chiung-Ling Lai
- Chiung-Wen Chan
- Cho-Ching Sun
- Cho-Ching Sun
- Choi-Ian Vong
- Chollathip Bunyaphongphan
- Chonlada Piwpong
- Chonnikarnt Beowsomboon
- Christina W. Y. Cheung
- Christopher Gordon
- Christopher Koon Chi Lai
- Chua Chor Guek
- ChungHsu Lai
- Cindy F. Y. Leung
- Collette Duley
- Conita H. S. Lam
- Cucunawangsih Cucunawangsih
- Cucunawangsih Cucunawangsih
- D. N. C. Tsang
- Dahae Yang
- Darintr Sosothikul
- David Macinga
- Dg Azizah Samsuddin
- Dimingo Kankanamalage Diana Grace Fernando
- Dinh Pham Phuong Anh
- Dmitriy Babenko
- Dmitriy Babenko
- Dmitriy Babenko
- Dmitriy Babenko
- Dmitry Babenko
- Dongmei Li
- Dorairajan Sureshkumar
- Dorairajan Sureshkumar
- Dorairajan Sureshkumar
- Dorota Borys
- Dorota Borys
- Dung Khu
- Dung Khu
- Egil Lingaas
- Elizabeth De Nardo
- Elizabeth DeNardo
- Eng Hwa Wong
- Eu Chiow Kian
- Eu Suk Kim
- Eugene Sheck
- Eui-Chong Kim
- Faezah Binte Adam
- Farzana Zaman
- Farzana Zaman
- Florian H. H. Brill
- Francis Alvarez Palana
- Fu Der Wang
- Fu-Chieh Chang
- Fu-chieh Chang
- Fu-chieh Chang
- Fu-chieh Chang
- Fumiyo Hieda
- Fung Yuk Ling
- G. K. Siu
- Geetha Samethadka
- Gloria Chor Shan Chiu
- Grace Tin
- Grace Tin
- Grace Tin
- Grace Tin
- Guo Siao-Pei
- Hang Thi Phan
- Hans Liu
- Harding Williams
- Haruo Nakayama
- Heinz-Peter Werner
- Hidehiro Watanabe
- Hiroaki Fujita
- Hiroki Shirakawa
- Hiroshi Watanabe
- Hiroyuki Kitajima
- Hiroyuki Moriuchi
- Hisanori Nishio
- Hitomi Asada
- Hitomi Mori
- Holly H. S. Cheng
- Hong Bin Kim
- Hsiang-Ju Chiu
- Hsiang-Ju Chiu
- Hsiao-Shan Chen
- Hsin-Hua Lin
- Hsin-Ling Yang
- Hsuehlan Chao
- Huan-Yu Huang
- Huey-Jen Huang
- Huey-Jen Huang
- Huey-Jen Huang
- Hui Wang
- Hui-Chen Kuan
- Hui-Chuan Pan
- Hui-Chun Yang
- Hui-Chun Yang
- Hui-Zhu Chen
- Hung-Jen Tang
- Huwi-chun Chao
- Huwi-chun Chao
- Huwi-chun Chao
- Hye Kyung Seo
- Hyukmin Lee
- I-Ju Chuang
- Il Kwon Bae
- Ilya Azizov
- Ilya Azizov
- Ilya Azizov
- Ilya Azizov
- Ilya Azizov
- Isadora L. C. Wong
- Itaru Nakamura
- Itaru Nakamura
- Itthaporn Kumkoom
- Jackson Tan
- Jae Hyeon Park
- Jae Hyun Lee
- Jamilah Binte Jantan
- Jauharatud DiniSuhaimi
- Javier Ruiz-Guiñazú
- Javier Ruiz-Guiñazú
- Jeannica Kriselle Lerios
- Jeong Su Park
- Ji-Sheng Zhang
- Jia Hao Chang
- Jia Qi Kum
- Jia-Wei Lim
- Jia-Wei Lim
- Jia-Wei Lim
- Jian-Feng Li
- Jian-Feng Li
- Jiqiu Kuang
- Jirachaya Sophonphan
- Jittaporn Chitreecheur
- JoAnne D. Whitney
- Jocelyn Koh
- Joo-Hee Hwang
- Jose Acuin
- Jose Lito Acuin
- Jose Paulo Flor
- Jose Paulo Flor
- Jose Paulo Flor
- Jose Paulo Flor
- Jose Paulo Flor
- Joseph Kam
- Jothymani Hemalatha
- Julaini Safar
- Julia Yaeko Kawagoe
- Julie Considine
- Jumpei Hasegawa
- Jung Ok Kim
- Junpen Pawapotako
- Justine Vergara
- Justine Vergara
- Justine Vergara
- Justine Vergara
- Justine Vergara
- Jyh-Jou Chen
- K. W. Mui
- Kalisvar Marimuthu
- Kalisvar Marimuthu
- Kaluarachchige Anoma Kaluarachchi Perera
- Kalyanaraman Supraja
- Karen Kam LingChong
- Kavitha Prabu
- Kavitha Prabu
- Kayoko Kjiwara
- Kazuhiro Toyoda
- Kazunori Tomono
- Kee Peng Ng
- Keithleen Chavez
- Keitleen Chavez
- Keitleen Chavez
- Kentaro Kodama
- Kenyuu Hashimoto
- Kersten Timbad Castro
- Khalequ Zaman
- Khalequ Zaman
- Kirati Kengkla
- Knut Elvelund
- Kulada Peautiwat
- Kumiko Yamamoto
- Kumthorn Malathum
- Kumthorn Malathum
- Kumthorn Malathum
- Kumthorn Malathum
- Kumthorn Malathum
- Kumthorn Malathum
- Kumthorn Malathum
- Kunyanut Payuk
- Kyoung Un Park
- Kyoung-Ho Song
- Kyungwon Lee
- L. K. P. Suen
- Lady S. H. Ng
- Lai-Si Un
- Lam Nguyen
- Lau Edna
- Laurent Poirel
- Leah May Estacio
- Lenina S. L. Poon
- Leon Worth
- Leslie Than
- Leung Annie
- Leung Pak-On
- Leyland Chuang
- Li Xiao-long
- Li-Chu Lee
- Li-Chu Li
- Li-Chu Li
- Li-Hung Wu
- Lih-Yue Li
- Lin Li
- Lin Yu-Hsiu
- Lin Yu-Hsiu
- Lindy M. T. Wong
- Lisa Cushinotto
- Liu Jien-Wei
- Luciana Barbosa
- Lucy Choy
- Luk Kristine
- Lung-Chih Chen
- Lutfe Ara
- Lyudmila L. Akhmaltdinova
- M. M. O’Donoghue
- M. V. Boost
- Mabel Yin ChunYau
- Madonna Baloria
- Magali Traskine
- Magali Traskine
- Makiko Kiyosuke
- Makiko Mieno
- Man Ying Kong
- Man-Ling Yu
- Man-Ling Yu
- Manu Deeudom
- Mar-Kyaw Win
- Margaret M. Heitkemper
- Margulan Kozhamuratov
- Mari Botti
- Maria Fe Tayzon
- Maria Fe Tayzon
- Maria Jesusa Maño
- Maria Lourdes Millan
- Mariko Tateishi
- Mariko Tateishi
- Marimuthu Kalisvar
- Marion Kwek
- Marion Kwek
- Marion Kwek
- Marion Kwek
- Marion Kwek
- Marionne Geronimo
- Marit Johnsen
- Mark A. Toleman
- Mark A. Toleman
- Mark A. Toleman
- Mark Albert Magsakay
- Marko Bautista
- Marko Bautista
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- Marko Bautista
- Marta Aires de Sousa
- Mary K. L. Lai
- Maryanne W. N. Kwok
- Masanobu Ohtsuka
- Masao Katayama
- May Chow
- Mehrdad Askarian
- Mehrdad Askarian
- Mei-chi Wu
- Mei-Fe Sie
- Mei-feng Lo
- Mei-ling Chou
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- Melecia Velmonte
- Melecia Velmonte
- Michelle Gracia
- Miho Miura
- Mikhail Edelstein
- Mikie Kabashima
- Min-Chi Lu
- Min-Chi Lu
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- Ming-Hsien Chu
- Mitsuhiro Yamaguchi
- Mohd Nasir Mohd Desa
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- Mutsuko Mihashi
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- Nahid Hatam
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- Ngai Le
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- Nicolaski Lumbuun
- Nicolo Andrei Añonuevo
- Nicolo Andrei Añonuevo
- Nicolo Andrei Añonuevo
- Nicolo Andrei Añonuevo
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- Rajwinder Kaur
- Ram Gopalakrishnan
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- Rashidah Ahmad
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- Ratchanee Wongsaen
- Ratchanee Wongsaen
- Ratchanee Wongsaen
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- Rocio Alvarez Marin
- Roel Beltran Castillo
- Rong Liu
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- Ru-Hui Chao
- Rujipat Samransamruajkit
- Ryuichi Hirano
- S. K. Fong
- S. S. Lam
- Sachie Yasunaga
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- Shih-Ming Tsao
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- Shinji Fukushima
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- Shoujun Wang
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- Shu-Ju Huang
- Shu-Ju Huang
- Shu-Yuan Kuo
- Shuji Hatakeyama
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- Tetsuhiro Noda
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- Tetsuya Matsumoto
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- Tun-chieh Chen
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- Tzu-Ping Shih
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- Tzu-Yin Liu
- Ursula Jadczak
- V James De Roxas
- V. James De Roxas
- V. James De Roxas
- V. Jay De Roxas
- V. Jay De Roxas
- Vanessa Lim
- Vanessa Lim
- Vanessa Lim
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- Wen-Chih Wu
- Wen-Chih Wu
- Wen-Hao Tsou
- Wen-Hao Tsou
- Wendy Wai Yee Lam
- Wilawan Picheansathian
- Wilawan Picheansathian
- Wipa Vanishakije
- Wipaporn Natalie Songtaweesin
- Wison Laochareonsuk
- Woonhyoung Lee
- Woranan Boonsomsuk
- Xue Xiaoting
- Ya-Ching Tsao
- Ya-Ling Shih
- Ya-Ling Shih
- Yada Pruekrattananapa
- Yada Pruekrattananapa
- Yan Gao
- Yan-Ru Chen
- Yao Xue-hua
- Yao-Shen Tung
- Yee-Sin Leo
- Yekaterina Serbo
- Yekatherine Serbo
- Yeng May Ho
- Yerbol Tishkambayev
- Yerbol Tishkambayev
- Yi Shun Chen
- Yi-Chieh Lee
- Yi-Chun Lin
- Yi-ChunCho
- Yichun Chen
- Yin Phyu Thinn
- Yin Yin Chen
- Ying-Ling Chen
- Ying-Yun Chang
- Yoshiko Morokuma
- Yoshiro Sakai
- Youngwon Nam
- Yu Shan Huang
- Yu-Fen Chiu
- Yu-Hsiu Lin
- Yu-Hsiu Lin
- Yu-Huan Huang
- Yu-Huan Huang
- Yu-Ping Wu
- Yu-Shan Chien
- Yuan-Ti Lee
- Yuan-Ti Lee
- Yuan-Ti Lee
- Yuho Horikoshi
- Yui-Yein Yang
- Yuichi Sakamoto
- Yuka Sato
- Yuka Sato
- Yukihiro Akeda
- Yun Ji Hong
- Yunxiao Hao
- Zhang Wei
- Zhang Xia Zeng
- Zhao Xian-li
- Publication venue
- 'Springer Science and Business Media LLC'
- Publication date
- 01/02/2017
- Field of study