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Author

  • Zuherman Rustam
2019

Application of Fuzzy Kernel C-Means in face recognition to identify look-alike faces

Rustam, Z. & Faradina, R., 31 May 2019, In : Journal of Physics: Conference Series. 1218, 1, 012045.

Research output: Contribution to journalConference article

Open Access
2 Citations (Scopus)

Application of kernel spherical k-means for intrusion detection systems

Rustam, Z. & Nadhifa, F., 31 May 2019, In : Journal of Physics: Conference Series. 1218, 1, 012037.

Research output: Contribution to journalConference article

Open Access
1 Citation (Scopus)
Open Access
1 Citation (Scopus)

Cervical Cancer Risk Classification Based on Deep Convolutional Neural Network

Zahras, D. & Rustam, Z., 10 Apr 2019, Proceedings of ICAITI 2018 - 1st International Conference on Applied Information Technology and Innovation: Toward A New Paradigm for the Design of Assistive Technology in Smart Home Care. Sonatha, Y., Hidayat, R., Alanda, A., Humaira, MT. & Rahmayuni, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 149-153 5 p. 8686767. (Proceedings of ICAITI 2018 - 1st International Conference on Applied Information Technology and Innovation: Toward A New Paradigm for the Design of Assistive Technology in Smart Home Care).

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

1 Citation (Scopus)

Classification of Breast Cancer using Fast Fuzzy Clustering based on Kernel

Rustam, Z. & Hartini, S., 1 Jul 2019, In : IOP Conference Series: Materials Science and Engineering. 546, 5, 052067.

Research output: Contribution to journalConference article

Open Access
3 Citations (Scopus)

Classification of thalassemia data using K-nearest neighbor and Naïve Bayes

Siswantining, T., Kamalia, A., Rustam, Z., Subroto, F. & Semendawai, A. S., 8 Oct 2019, In : International Journal of Advanced Science and Technology. 28, 8 Special Issue, p. 15-19 5 p.

Research output: Contribution to journalArticle

Classification thalassemia data using fuzzy kernel C-Means (FKCM) method

Rustam, Z., Ramadhany, F. D., Siswantining, T., Subroto, F. & Suryansyah, A., 8 Oct 2019, In : International Journal of Advanced Science and Technology. 28, 8 Special Issue, p. 20-27 8 p.

Research output: Contribution to journalArticle

Clustering Arrhythmia Multiclass Using Fuzzy Robust Kernel C-Means (FRKCM)

Shandri, N. & Rustam, Z., 10 Apr 2019, Proceedings of ICAITI 2018 - 1st International Conference on Applied Information Technology and Innovation: Toward A New Paradigm for the Design of Assistive Technology in Smart Home Care. Sonatha, Y., Hidayat, R., Alanda, A., Humaira, MT. & Rahmayuni, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 145-148 4 p. 8686747. (Proceedings of ICAITI 2018 - 1st International Conference on Applied Information Technology and Innovation: Toward A New Paradigm for the Design of Assistive Technology in Smart Home Care).

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

1 Citation (Scopus)

Comparison between Fuzzy Kernel C-Means and Sparse Learning Fuzzy C-Means for Breast Cancer Clustering

Fijri, A. L. & Rustam, Z., 10 Apr 2019, Proceedings of ICAITI 2018 - 1st International Conference on Applied Information Technology and Innovation: Toward A New Paradigm for the Design of Assistive Technology in Smart Home Care. Sonatha, Y., Hidayat, R., Alanda, A., Humaira, MT. & Rahmayuni, I. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 158-161 4 p. 8686707. (Proceedings of ICAITI 2018 - 1st International Conference on Applied Information Technology and Innovation: Toward A New Paradigm for the Design of Assistive Technology in Smart Home Care).

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

3 Citations (Scopus)
Open Access

Comparison between stochastic support vector machine (stochastic SVM) and Fuzzy Kernel Robust C-Means (FKRCM) in breast cancer classification

Rustam, Z. & Putri, R. A., 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., 020048. (AIP Conference Proceedings; vol. 2168).

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

Open Access

Comparison of Cubic SVM with Gaussian SVM: Classification of Infarction for detecting Ischemic Stroke

Bagasta, A. R., Rustam, Z., Pandelaki, J. & Nugroho, W. A., 1 Jul 2019, In : IOP Conference Series: Materials Science and Engineering. 546, 5, 052016.

Research output: Contribution to journalConference article

Open Access
1 Citation (Scopus)

Comparison of Fuzzy C-Means, Fuzzy Kernel C-Means, and Fuzzy Kernel Robust C-Means to classify thalassemia data

Rustam, Z., Kamalia, A., Hidayat, R., Subroto, F. & Suryansyah, S. A., 1 Jan 2019, In : International Journal on Advanced Science, Engineering and Information Technology. 9, 4, p. 1205-1210 6 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Comparison support vector machine and fuzzy possibilistic C-Means based on the kernel for knee osteoarthritis data classification

Rustam, Z., Pandelaki, J., Utami, D. A., Hidayat, R. & Ramli, A. A., 1 Jan 2019, In : International Journal on Advanced Science, Engineering and Information Technology. 9, 6, p. 2142-2146 5 p.

Research output: Contribution to journalArticle

Open Access

Decision making in the indonesian stock exchange using a fuzzy logic method

Rustam, Z., Talita, A. S. & Pertiwi, L. A. M., 1 Jun 2019, In : Journal of Theoretical and Applied Information Technology. 97, 14, p. 3937-3946 10 p.

Research output: Contribution to journalArticle

Enhancement of hepatitis virus outcome predictions with application of K-means clustering

Kurniawan, G. & 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., 020044. (AIP Conference Proceedings; vol. 2168).

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

Open Access

Feature Selection using Random Forest Classifier for Predicting Prostate Cancer

Huljanah, M., Rustam, Z., Utama, S. & Siswantining, T., 1 Jul 2019, In : IOP Conference Series: Materials Science and Engineering. 546, 5, 052031.

Research output: Contribution to journalConference article

Open Access
6 Citations (Scopus)

Forecasting the Amount of Pneumonia Patients in Jakarta with Weighted High Order Fuzzy Time Series

Tricahya, S. & Rustam, Z., 1 Jul 2019, In : IOP Conference Series: Materials Science and Engineering. 546, 5, 052080.

Research output: Contribution to journalConference article

Open Access

Forecasting the direction of Indonesia's consumer goods sector stock price movement using Fuzzy Kernel Robust C-Means

Takbiradzani, K. & 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., 020055. (AIP Conference Proceedings; vol. 2168).

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

Open Access

Gene selection in cancer classification using hybrid method based on Particle Swarm Optimization (PSO), Artificial Bee Colony (ABC) feature selection and support vector machine

Utami, D. A. & 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., 020047. (AIP Conference Proceedings; vol. 2168).

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

Open Access

Hierarchical Clustering Algorithm Based on Density Peaks using Kernel Function for Thalassemia Classification

Hartini, S. & Rustam, Z., 20 Dec 2019, In : Journal of Physics: Conference Series. 1417, 1, 012016.

Research output: Contribution to journalConference article

Open Access

Hybrid preprocessing method for support vector machine for classification of imbalanced cerebral infarction datasets

Rustam, Z., Utami, D. A., Hidayat, R., Pandelaki, J. & Nugroho, W. A., 1 Jan 2019, In : International Journal on Advanced Science, Engineering and Information Technology. 9, 2, p. 685-691 7 p.

Research output: Contribution to journalArticle

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

Kernel Based Fuzzy C-Means Clustering for Chronic Sinusitis Classification

Putri, R. A., Rustam, Z. & Pandelaki, J., 1 Jul 2019, In : IOP Conference Series: Materials Science and Engineering. 546, 5, 052060.

Research output: Contribution to journalConference article

Open Access
1 Citation (Scopus)

Kernel Spherical K-Means and Support Vector Machine for Acute Sinusitis Classification

Arfiani, Rustam, Z., Pandelaki, J. & Siahaan, A., 1 Jul 2019, In : IOP Conference Series: Materials Science and Engineering. 546, 5, 052011.

Research output: Contribution to journalConference article

Open Access
7 Citations (Scopus)

Knee osteoarthritis classification using support vector machine AdaBoost and decision tree AdaBoost

Rustam, Z., Pandelaki, J. & Kusuma, D. A., 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., 020049. (AIP Conference Proceedings; vol. 2168).

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

Open Access

Learning Vector Quantization for Diabetes Data Classification with Chi-Square Feature Selection

Putri, N. K., Rustam, Z. & Sarwinda, D., 1 Jul 2019, In : IOP Conference Series: Materials Science and Engineering. 546, 5, 052059.

Research output: Contribution to journalConference article

Open Access
1 Citation (Scopus)

Multiclass classification of breast cancer large scale datasets for detecting cancer drivers

Bagasta, A. R. & 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., 020051. (AIP Conference Proceedings; vol. 2168).

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

Open Access

Multinomial Logistic Regression and Support Vector Machine for Osteoarthritis Classification

Aroef, C., Yuda, R. P., Rustam, Z. & Pandelaki, J., 20 Dec 2019, In : Journal of Physics: Conference Series. 1417, 1, 012012.

Research output: Contribution to journalConference article

Open Access

Naïve Bayes Classifier Models for Predicting the Colon Cancer

Salmi, N. & Rustam, Z., 1 Jul 2019, In : IOP Conference Series: Materials Science and Engineering. 546, 5, 052068.

Research output: Contribution to journalConference article

Open Access
1 Citation (Scopus)

Optimal cervical cancer classification using Gauss-Newton representation based algorithm

Rustam, Z., Hapsari, V. A. W. & Solihin, M. R., 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., 020045. (AIP Conference Proceedings; vol. 2168).

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

Open Access

Osteoarthritis disease prediction based on random forest

Aprilliani, U. & Rustam, Z., 17 Jan 2019, 2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018. Institute of Electrical and Electronics Engineers Inc., p. 237-240 4 p. 8618166. (2018 International Conference on Advanced Computer Science and Information Systems, ICACSIS 2018).

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

7 Citations (Scopus)

Ovarian Cancer Classification using Bayesian Logistic Regression

Octaviani, T. L., Rustam, Z. & Siswantining, T., 1 Jul 2019, In : IOP Conference Series: Materials Science and Engineering. 546, 5, 052049.

Research output: Contribution to journalConference article

Open Access

Ovarian cancer data classification using bagging and random forest

Arfiani, A. & 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., 020046. (AIP Conference Proceedings; vol. 2168).

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

Open Access

Possibilistics C-Means (PCM) Algorithm for the Hepatocellular Carcinoma (HCC) Classification

Khairi, R., Rustam, Z. & Utama, S., 1 Jul 2019, In : IOP Conference Series: Materials Science and Engineering. 546, 5, 052038.

Research output: Contribution to journalConference article

Open Access
1 Citation (Scopus)
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)