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Author

  • Zuherman Rustam
Article
1 Citation (Scopus)
Open Access
1 Citation (Scopus)

Cerebral infarction classification using multiple support vector machine with information gain feature selection

Rustam, Z., Arfiani & Pandelaki, J., Aug 2020, In : Bulletin of Electrical Engineering and Informatics. 9, 4, p. 1578-1584 7 p.

Research output: Contribution to journalArticle

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

Comparing random forest and support vector machines for breast cancer classification

Aroef, C., Rivan, Y. & Rustam, Z., 1 Apr 2020, In : Telkomnika (Telecommunication Computing Electronics and Control). 18, 2, p. 815-821 7 p.

Research output: Contribution to journalArticle

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

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)

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)

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

Open Access
1 Citation (Scopus)

New feature selection based on kernel

Rustam, Z. & Hartini, S., Aug 2020, In : Bulletin of Electrical Engineering and Informatics. 9, 4, p. 1569-1577 9 p.

Research output: Contribution to journalArticle

Pancreatic cancer early detection using twin support vector machine based on kernel

Sadewo, W., Rustam, Z., Hamidah, H. & Chusmarsyah, A. R., 1 Apr 2020, In : Symmetry. 12, 4, 667.

Research output: Contribution to journalArticle

Open Access

Prediction schizophrenia using random forest

Rustam, Z. & Saragih, G. S., 1 Jan 2020, In : Telkomnika (Telecommunication Computing Electronics and Control). 18, 3, p. 1433-1438 6 p.

Research output: Contribution to journalArticle

Open Access

Pulmonary rontgen classification to detect pneumonia disease using convolutional neural networks

Rustam, Z., Yuda, R. P., Alatas, H. & Aroef, C., 1 Jan 2020, In : Telkomnika (Telecommunication Computing Electronics and Control). 18, 3, p. 1522-1528 7 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
Chapter

Fuzzy kernel-based clustering and support vector machine algorithm in analyzing cerebral infarction dataset

Rustam, Z., Utami, D. A., Pandelaki, J., Putri, N. K. & Hartini, S., 1 Jan 2020, Lecture Notes in Networks and Systems. Springer, p. 1-11 11 p. (Lecture Notes in Networks and Systems; vol. 123).

Research output: Chapter in Book/Report/Conference proceedingChapter

Kernel-based fuzzy clustering for sinusitis dataset

Rustam, Z., Putri, N. K., Pandelaki, J., Nugroho, W. A., Utami, D. A. & Hartini, S., 1 Jan 2020, Lecture Notes in Networks and Systems. Springer, p. 44-54 11 p. (Lecture Notes in Networks and Systems; vol. 123).

Research output: Chapter in Book/Report/Conference proceedingChapter

Conference article

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

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 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 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 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)
Open Access

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 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)
Open Access

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)

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)

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

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)

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

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)

Intrusion detection system model using Fuzzy Kernel C-Means and Laplacian Score feature selection

Rustam, Z. & Maharani, J., 29 Jan 2020, In : Journal of Physics: Conference Series. 1442, 1, 012042.

Research output: Contribution to journalConference article

Open Access

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)

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)

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)

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

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)
Open Access
2 Citations (Scopus)