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Author

  • Zuherman Rustam
2019
Open Access
5 Citations (Scopus)

Random forest for breast cancer prediction

Octaviani, T. L. & Rustam, Z., 4 Nov 2019, Proceedings of the 4th International Symposium on Current Progress in Mathematics and Sciences, ISCPMS 2018. Mart, T., Triyono, D. & Anggraningrum, I. T. (eds.). American Institute of Physics Inc., 020050. (AIP Conference Proceedings; vol. 2168).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Open Access
1 Citation (Scopus)
Open Access
2 Citations (Scopus)

Soft Tissue Tumor Classification using Stochastic Support Vector Machine

Zahras, D., Rustam, Z. & Sarwinda, D., 1 Jul 2019, In : IOP Conference Series: Materials Science and Engineering. 546, 5, 052089.

Research output: Contribution to journalConference article

Open Access
1 Citation (Scopus)

The Global Kernel k-means Clustering Algorithm for Cerebral Infarction Classification

Rustam, Z., Fitri, S. G., Selsi, R. & Pandelaki, J., 20 Dec 2019, In : Journal of Physics: Conference Series. 1417, 1, 012027.

Research output: Contribution to journalConference article

Open Access
2018

Application of support vector machines for reject inference in credit scoring

Yaurita, F. & Rustam, Z., 22 Oct 2018, Proceedings of the 3rd International Symposium on Current Progress in Mathematics and Sciences 2017, ISCPMS 2017. Yuniati, R., Mart, T., Anggraningrum, I. T., Triyono, D. & Sugeng, K. A. (eds.). American Institute of Physics Inc., 020209. (AIP Conference Proceedings; vol. 2023).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Application of Support Vector Machines in Evaluating the Internationalization Success of Companies

Rustam, Z., Yaurita, F. & Segovia-Vergas, M. J., 4 Dec 2018, In : Journal of Physics: Conference Series. 1108, 1, 012038.

Research output: Contribution to journalConference article

Open Access
2 Citations (Scopus)

Application of SVM-KNN using SVR as feature selection on stock analysis for Indonesia stock exchange

Puspitasari, D. A. & Rustam, Z., 22 Oct 2018, Proceedings of the 3rd International Symposium on Current Progress in Mathematics and Sciences 2017, ISCPMS 2017. Yuniati, R., Mart, T., Anggraningrum, I. T., Triyono, D. & Sugeng, K. A. (eds.). American Institute of Physics Inc., 020207. (AIP Conference Proceedings; vol. 2023).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Application Support Vector Machine on Face Recognition for Gender Classification

Rustam, Z. & Ruvita, A. A., 4 Dec 2018, In : Journal of Physics: Conference Series. 1108, 1, 012067.

Research output: Contribution to journalConference article

Open Access
6 Citations (Scopus)

Classification of cancer data based on support vectors machines with feature selection using genetic algorithm and Laplacian score

Rustam, Z., Primasari, I. & Widya, D., 22 Oct 2018, Proceedings of the 3rd International Symposium on Current Progress in Mathematics and Sciences 2017, ISCPMS 2017. Yuniati, R., Mart, T., Anggraningrum, I. T., Triyono, D. & Sugeng, K. A. (eds.). American Institute of Physics Inc., 020234. (AIP Conference Proceedings; vol. 2023).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Classification of cancer data using support vector machines with features selection method based on global artificial bee colony

Nadira, T. & Rustam, Z., 22 Oct 2018, Proceedings of the 3rd International Symposium on Current Progress in Mathematics and Sciences 2017, ISCPMS 2017. Yuniati, R., Mart, T., Anggraningrum, I. T., Triyono, D. & Sugeng, K. A. (eds.). American Institute of Physics Inc., 020205. (AIP Conference Proceedings; vol. 2023).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

6 Citations (Scopus)

Classification of Osteoarthritis Disease Severity Using Adaboost Support Vector Machines

Adyalam, T. R., Rustam, Z. & Pandelaki, J., 4 Dec 2018, In : Journal of Physics: Conference Series. 1108, 1, 012062.

Research output: Contribution to journalConference article

Open Access
1 Citation (Scopus)

Classification of Schizophrenia Data Using Support Vector Machine (SVM)

Rampisela, T. V. & Rustam, Z., 4 Dec 2018, In : Journal of Physics: Conference Series. 1108, 1, 012044.

Research output: Contribution to journalConference article

Open Access
6 Citations (Scopus)

Comparison between Support Vector Machine and Fuzzy C-Means as Classifier for Intrusion Detection System

Rustam, Z. & Zahras, D., 14 Jun 2018, In : Journal of Physics: Conference Series. 1028, 1, 012227.

Research output: Contribution to journalConference article

Open Access
17 Citations (Scopus)

Comparison between support vector machine and fuzzy Kernel C-Means as classifiers for intrusion detection system using chi-square feature selection

Rustam, Z. & Ariantari, N. P. A. A., 22 Oct 2018, Proceedings of the 3rd International Symposium on Current Progress in Mathematics and Sciences 2017, ISCPMS 2017. Yuniati, R., Mart, T., Anggraningrum, I. T., Triyono, D. & Sugeng, K. A. (eds.). American Institute of Physics Inc., 020214. (AIP Conference Proceedings; vol. 2023).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Comparison of fuzzy robust Kernel C-Means and support vector machines for intrusion detection systems using modified kernel nearest neighbor feature selection

Rustam, Z. & Olivera, N., 22 Oct 2018, Proceedings of the 3rd International Symposium on Current Progress in Mathematics and Sciences 2017, ISCPMS 2017. Yuniati, R., Mart, T., Anggraningrum, I. T., Triyono, D. & Sugeng, K. A. (eds.). American Institute of Physics Inc., 020215. (AIP Conference Proceedings; vol. 2023).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Comparison of SVM and FSVM for predicting bank failures using chi-square feature selection

Rustam, Z., Nadhifa, F. & Acar, M., 4 Dec 2018, In : Journal of Physics: Conference Series. 1108, 1, 012115.

Research output: Contribution to journalConference article

Open Access
3 Citations (Scopus)

Correlated based SVM-RFE as feature selection for cancer classification using microarray databases

Rustam, Z. & Maghfirah, N., 22 Oct 2018, Proceedings of the 3rd International Symposium on Current Progress in Mathematics and Sciences 2017, ISCPMS 2017. Yuniati, R., Mart, T., Anggraningrum, I. T., Triyono, D. & Sugeng, K. A. (eds.). American Institute of Physics Inc., 020235. (AIP Conference Proceedings; vol. 2023).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

3 Citations (Scopus)

Face Recognition to Identify Look-Alike Faces using Support Vector Machine

Rustam, Z. & Faradina, R., 4 Dec 2018, In : Journal of Physics: Conference Series. 1108, 1, 012071.

Research output: Contribution to journalConference article

Open Access
7 Citations (Scopus)

Face recognition using fuzzy kernel learning vector quantization

Rustam, Z. & Rika, R., 4 Dec 2018, In : Journal of Physics: Conference Series. 1108, 1, 012068.

Research output: Contribution to journalConference article

Open Access
3 Citations (Scopus)

Fuzzy kernel robust clustering for anomaly based intrusion detection

Rustam, Z. & Talita, A. S., 1 Oct 2018, Proceedings of the 3rd International Conference on Informatics and Computing, ICIC 2018. Institute of Electrical and Electronics Engineers Inc., 8780480. (Proceedings of the 3rd International Conference on Informatics and Computing, ICIC 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Fuzzy Support Vector Machines based on Adaptive Particle Swarm Optimization for Credit Risk Analysis

Murjadi, M. D. & Rustam, Z., 4 Dec 2018, In : Journal of Physics: Conference Series. 1108, 1, 012052.

Research output: Contribution to journalConference article

Open Access
1 Citation (Scopus)

Insolvency Prediction in Insurance Companies Using Support Vector Machines and Fuzzy Kernel C-Means

Rustam, Z. & Yaurita, F., 14 Jun 2018, In : Journal of Physics: Conference Series. 1028, 1, 012118.

Research output: Contribution to journalConference article

Open Access
18 Citations (Scopus)

Multiclass classification on brain cancer with multiple support vector machine and feature selection based on kernel function

Rustam, Z. & Kharis, S. A. A., 22 Oct 2018, Proceedings of the 3rd International Symposium on Current Progress in Mathematics and Sciences 2017, ISCPMS 2017. Yuniati, R., Mart, T., Anggraningrum, I. T., Triyono, D. & Sugeng, K. A. (eds.). American Institute of Physics Inc., 020233. (AIP Conference Proceedings; vol. 2023).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Predicting Bank Financial Failures using Random Forest

Rustam, Z. & Saragih, G. S., 24 Sep 2018, 2018 International Workshop on Big Data and Information Security, IWBIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 81-86 6 p. 8471718. (2018 International Workshop on Big Data and Information Security, IWBIS 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

4 Citations (Scopus)

Predicting the direction of Indonesian stock price movement using support vector machines and fuzzy Kernel C-Means

Rustam, Z., Vibranti, D. F. & Widya, D., 22 Oct 2018, Proceedings of the 3rd International Symposium on Current Progress in Mathematics and Sciences 2017, ISCPMS 2017. Yuniati, R., Mart, T., Anggraningrum, I. T., Triyono, D. & Sugeng, K. A. (eds.). American Institute of Physics Inc., 020208. (AIP Conference Proceedings; vol. 2023).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

Predicting the Jakarta composite index price using ANFIS and classifying prediction result based on relative error by fuzzy Kernel C-Means

Fanita, F. & Rustam, Z., 22 Oct 2018, Proceedings of the 3rd International Symposium on Current Progress in Mathematics and Sciences 2017, ISCPMS 2017. Yuniati, R., Mart, T., Anggraningrum, I. T., Triyono, D. & Sugeng, K. A. (eds.). American Institute of Physics Inc., 020206. (AIP Conference Proceedings; vol. 2023).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Support Vector Machines for Classifying Policyholders Satisfactorily in Automobile Insurance

Rustam, Z. & Audia Ariantari, N. P. A., 14 Jun 2018, In : Journal of Physics: Conference Series. 1028, 1, 012005.

Research output: Contribution to journalConference article

Open Access
7 Citations (Scopus)

Support Vector Machine with Fisher Score Feature Selection to Predict Disease-Resistant Gene in Rice

Saragih, G. S. & Rustam, Z., 4 Dec 2018, In : Journal of Physics: Conference Series. 1108, 1, 012012.

Research output: Contribution to journalConference article

Open Access
2017

A fuzzy logic model to forecast stock market momentum in Indonesia's property and real estate sector

Penawar, H. K. & Rustam, Z., 10 Jul 2017, International Symposium on Current Progress in Mathematics and Sciences 2016, ISCPMS 2016: Proceedings of the 2nd International Symposium on Current Progress in Mathematics and Sciences 2016. Sugeng, K. A., Triyono, D. & Mart, T. (eds.). American Institute of Physics Inc., 030125. (AIP Conference Proceedings; vol. 1862).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)

Application Kernel Modified Fuzzy C-Means for gliomatosis cerebri

Wulan, A., Jannati, M. V., Rustam, Z. & Fauzan, A. A., 20 Jun 2017, Proceedings - 2016 12th International Conference on Mathematics, Statistics, and Their Applications, ICMSA 2016: In Conjunction with the 6th Annual International Conference of Syiah Kuala University. Institute of Electrical and Electronics Engineers Inc., p. 35-38 4 p. 7954303. (Proceedings - 2016 12th International Conference on Mathematics, Statistics, and Their Applications, ICMSA 2016: In Conjunction with the 6th Annual International Conference of Syiah Kuala University).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

12 Citations (Scopus)

Application of machine learning on brain cancer multiclass classification

Panca, V. & Rustam, Z., 10 Jul 2017, International Symposium on Current Progress in Mathematics and Sciences 2016, ISCPMS 2016: Proceedings of the 2nd International Symposium on Current Progress in Mathematics and Sciences 2016. Sugeng, K. A., Triyono, D. & Mart, T. (eds.). American Institute of Physics Inc., 030133. (AIP Conference Proceedings; vol. 1862).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

18 Citations (Scopus)

Cancer classification using Fuzzy C-Means with feature selection

Rachman, A. A. & Rustam, Z., 20 Jun 2017, Proceedings - 2016 12th International Conference on Mathematics, Statistics, and Their Applications, ICMSA 2016: In Conjunction with the 6th Annual International Conference of Syiah Kuala University. Institute of Electrical and Electronics Engineers Inc., p. 31-34 4 p. 7954302. (Proceedings - 2016 12th International Conference on Mathematics, Statistics, and Their Applications, ICMSA 2016: In Conjunction with the 6th Annual International Conference of Syiah Kuala University).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

19 Citations (Scopus)

Fuzzy Kernel k-Medoids algorithm for anomaly detection problems

Rustam, Z. & Talita, A. S., 10 Jul 2017, International Symposium on Current Progress in Mathematics and Sciences 2016, ISCPMS 2016: Proceedings of the 2nd International Symposium on Current Progress in Mathematics and Sciences 2016. Sugeng, K. A., Triyono, D. & Mart, T. (eds.). American Institute of Physics Inc., 030154. (AIP Conference Proceedings; vol. 1862).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

7 Citations (Scopus)

Normed kernel function-based fuzzy possibilistic C-means (NKFPCM) algorithm for high-dimensional breast cancer database classification with feature selection is based on Laplacian Score

Lestari, A. W. & Rustam, Z., 10 Jul 2017, International Symposium on Current Progress in Mathematics and Sciences 2016, ISCPMS 2016: Proceedings of the 2nd International Symposium on Current Progress in Mathematics and Sciences 2016. Sugeng, K. A., Triyono, D. & Mart, T. (eds.). American Institute of Physics Inc., 030143. (AIP Conference Proceedings; vol. 1862).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

13 Citations (Scopus)
2015

Fuzzy kernel C-means algorithm for intrusion detection systems

Rustam, Z. & Talita, A. S., 1 Jan 2015, In : Journal of Theoretical and Applied Information Technology. 81, 1, p. 161-165 5 p.

Research output: Contribution to journalArticle

25 Citations (Scopus)

Fuzzy kernel K-medoids algorithm for multiclass multidimensional data classification

Rustam, Z. & Talita, A. S., 1 Jan 2015, In : Journal of Theoretical and Applied Information Technology. 80, 1, p. 147-151 5 p.

Research output: Contribution to journalArticle

21 Citations (Scopus)
2014

IMPLEMENTASI ALGORITMA ENKRIPSI CITRA DIGITAL MENGGUNAKAN SKEMA TRANPOSISI BERBASIS FUNGSI CHAOS

MT, S., Rustam, Z. & Widhianto, W., 2014, In : Jurnal Elektronik.

Research output: Contribution to journalArticle

2011

Non-invasive intracranial pressure classification using strong jumping emerging patterns

Wira Angriyasa, P., Rustam, Z. & Sadewo, W., 1 Dec 2011, ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, Proceedings. p. 377-380 4 p. 6140785. (ICACSIS 2011 - 2011 International Conference on Advanced Computer Science and Information Systems, Proceedings).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

2 Citations (Scopus)