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Author

  • Zuherman Rustam

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 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 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)

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

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)

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

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 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)

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)

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 between fuzzy kernel c-means, fuzzy kernel possibilistic c-means and support vector machines in soft tissue tumor classification

Rustam, Z., Hartini, S., Siswantining, T., Utami, D. A. & Putri, N. K., 1 Jan 2020, Advanced Intelligent Systems for Sustainable Development, AI2SD 2019 - Volume 2 - Advanced Intelligent Systems for Sustainable Development Applied to Agriculture and Health. Ezziyyani, M. (ed.). Springer, p. 92-105 14 p. (Advances in Intelligent Systems and Computing; vol. 1103 AISC).

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

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 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 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 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 Modified Hierarchical Clustering Based on Density Peaks Using Kernel Function with Support Vector Machines in the Classification of Sinusitis

Rustam, Z., Hartini, S., Putri, N. K. & Pandelaki, J., 1 Jan 2020, Advanced Intelligent Systems for Sustainable Development, AI2SD 2019 - Volume 4 - Advanced Intelligent Systems for Applied Computing Sciences. Ezziyyani, M. (ed.). Springer, p. 194-201 8 p. (Advances in Intelligent Systems and Computing; vol. 1105 AISC).

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

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)

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

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)

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

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

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

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

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 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)

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)

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)