Zobrazeno 1 - 10 of 208 pro vyhledávání: '"Z. Rustam"'
1
Stock price trend prediction method based on support vector machines with Fisher score
Autor: Z. Rustam, N. Nurrimah
Publikováno v: PROCEEDINGS OF THE 5TH INTERNATIONAL SYMPOSIUM ON CURRENT PROGRESS IN MATHEMATICS AND SCIENCES (ISCPMS2019).
Recently, stock investment has become very developed and carried out by people from various backgrounds, not only the successful entrepreneurs but also the younger generation. However, due to its complex, nonlinear, noisy, and chaotic system, stock h
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::133bc150e1b6e3158d4031a581632338
https://doi.org/10.1063/5.0007893
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2
Akademický článek
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3
Random forest for breast cancer prediction
Autor: Z. Rustam, T. L. Octaviani
Publikováno v: PROCEEDINGS OF THE 4TH INTERNATIONAL SYMPOSIUM ON CURRENT PROGRESS IN MATHEMATICS AND SCIENCES (ISCPMS2018).
One of cancer that commonly causes most of the death is breast cancer. According to WHO data published in 2017, breast cancer deaths in Indonesia reached 21,287 or 1.27 % of total deaths. Delay in knowing of the condition of breast cancer in women wi
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::cc47306d35b26cadb925c44444eb4013
https://doi.org/10.1063/1.5132477
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4
Comparison between stochastic support vector machine (stochastic SVM) and Fuzzy Kernel Robust C-Means (FKRCM) in breast cancer classification
Autor: R. A. Putri, Z. Rustam
Publikováno v: PROCEEDINGS OF THE 4TH INTERNATIONAL SYMPOSIUM ON CURRENT PROGRESS IN MATHEMATICS AND SCIENCES (ISCPMS2018).
Cancer is one of the most famous diseases in recent years. Cancer has various classifications, which are difficult to detect in patients. Most patients are diagnosed with cancer after being at an advanced stage. To analyze the disease and diagnose ca
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::ab62b3ebe29aaf10659871de64170b17
https://doi.org/10.1063/1.5132475
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5
Ovarian cancer data classification using bagging and random forest
Autor: A. Arfiani, Z. Rustam
Publikováno v: PROCEEDINGS OF THE 4TH INTERNATIONAL SYMPOSIUM ON CURRENT PROGRESS IN MATHEMATICS AND SCIENCES (ISCPMS2018).
Ovarian cancer is the fifth most common cause of cancer deaths in women worldwide. Most cases of ovarian cancer occur in women entering menopause or in age of 50 years onwards. One step to reducing mortality from ovarian cancer is timely detection an
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::aac4620509ee4a5e85c9b29a3d328dad
https://doi.org/10.1063/1.5132473
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6
Knee osteoarthritis classification using support vector machine AdaBoost and decision tree AdaBoost
Autor: J. Pandelaki, Z. Rustam, D. A. Kusuma
Publikováno v: PROCEEDINGS OF THE 4TH INTERNATIONAL SYMPOSIUM ON CURRENT PROGRESS IN MATHEMATICS AND SCIENCES (ISCPMS2018).
Osteoarthritis is a chronic joint disease of cartilage that often occurs in elderly people. One of the joints that can be infected this disease is in the knee. Older people often underestimate painful feeling around their joint or do not realize that
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::0967e3c394d0c284ea634cbc495b738f
https://doi.org/10.1063/1.5132476
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9
Gene selection in cancer classification using hybrid method based on Particle Swarm Optimization (PSO), Artificial Bee Colony (ABC) feature selection and support vector machine
Autor: D. A. Utami, Z. Rustam
Publikováno v: PROCEEDINGS OF THE 4TH INTERNATIONAL SYMPOSIUM ON CURRENT PROGRESS IN MATHEMATICS AND SCIENCES (ISCPMS2018).
This study proposed the Hybrid method, Particle Swarm Optimization-Support Vector Machine (PSO-SVM) and Artificial Bee Colony-Support Vector Machine (ABC–SVM), in selecting informative genes for cancer classification. PSO and ABC are filter methods
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::3d4e6c3f8e05420aab71a42c81fd3a96
https://doi.org/10.1063/1.5132474
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10
Enhancement of hepatitis virus outcome predictions with application of K-means clustering
Autor: G. Kurniawan, Z. Rustam
Publikováno v: PROCEEDINGS OF THE 4TH INTERNATIONAL SYMPOSIUM ON CURRENT PROGRESS IN MATHEMATICS AND SCIENCES (ISCPMS2018).
Hepatitis is an inflammation of the liver. There are five types of hepatitis virus. Meanwhile, hepatitis B and hepatitis C virus can progress into liver cancer. Someone that is suspected to have hepatitis, can do a laboratory research to gain informa
Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::b9c7dd7bfcb7527b05c86c05892422bf
https://doi.org/10.1063/1.5132471
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