Zuherman Rustam

Verified email at ui.ac.id

Mathematics
University of Indonesia



                                   

https://researchid.co/rustam

EDUCATION

PhD in Computer Science

RESEARCH INTERESTS

Computatioinal Intelligence , Data Mining , Machine Learning , Big Data

156

Scopus Publications

1076

Scholar Citations

18

Scholar h-index

39

Scholar i10-index

Scopus Publications

RECENT SCHOLAR PUBLICATIONS

  • Classification of Brain Tumor Using K-Nearest Neighbor-Genetic Algorithm and Support Vector Machine-Genetic Algorithm Methods
    VVP Wibowo, Z Rustam, J Pandelaki
    2021 International Conference on Decision Aid Sciences and Application (DASA 2021

  • Logistic Regression and Logistic Regression-Genetic Algorithm for Classification of Liver Cancer Data
    VVP Wibowo, Z Rustam, AR Laeli, AA Sa'id
    2021 International Conference on Decision Aid Sciences and Application (DASA 2021

  • Fuzzy C-Means-Grey Wolf Optimization for Classification of Stroke
    QS Setiawan, Z Rustam, AA Sa'id, F Maulidina, W Sadewo, F Novkaniza
    2021 International Conference on Decision Aid Sciences and Application (DASA 2021

  • An Analysis of Convolutional Neural Network—Random Forest for Liver Cancer CT Scan Images
    JE Aurelia, Z Rustam, D Lestari
    2021 International Conference on Decision Aid Sciences and Application (DASA 2021

  • Lung Cancer Classification using Support Vector Machine and Hybrid Particle Swarm Optimization-Genetic Algorithm
    F Maulidina, Z Rustam, J Pandelaki
    2021 International Conference on Decision Aid Sciences and Application (DASA 2021

  • Liver Cancer Classification Using Random Forest and Extreme Gradient Boosting (XGBoost) with Genetic Algorithm as Feature Selection
    VS Desdhanty, Z Rustam
    2021 International Conference on Decision Aid Sciences and Application (DASA 2021

  • Comparison of Naive Bayes and Support Vector Machine with Grey Wolf Optimization Feature Selection for Cervical Cancer Data Classification
    QS Setiawan, Z Rustam, J Pandelaki
    2021 International Conference on Decision Aid Sciences and Application (DASA 2021

  • Feature Selection using Particle Swarm Optimization and Random Forest for Hepatocellular Carcinoma (HCC) Classification
    F Maulidina, Z Rustam, M Novita, QS Setiawan
    2021 International Conference on Decision Aid Sciences and Application (DASA 2021

  • Tuberculosis Detection based on Chest X-Rays using Ensemble Method with CNN Feature Extraction
    AR Laeli, Z Rustam, J Pandelaki
    2021 International Conference on Decision Aid Sciences and Application (DASA 2021

  • Convolutional Neural Network–Support Vector Machines for Age-Related Macular Degeneration Classification Based on Fundus Images
    AA Sa'id, Z Rustam, F Novkaniza, M Novita
    2021 International Conference on Decision Aid Sciences and Application (DASA 2021

  • Twin support vector machine using kernel function for colorectal cancer detection
    Z Rustam, F Zhafarina, JE Aurelia, Y Amalia
    Bulletin of Electrical Engineering and Informatics 10 (6), 3121-3126 2021

  • A Hybrid Convolutional Neural Network-Support Vector Machine for X-ray Computed Tomography Images on CancerA Hybrid Convolutional Neural Network-Support Vector Machine for X
    J Aurelia, Z Rustam
    Open Access Macedonian Journal of Medical Sciences 9 (B), 1283-1289 2021

  • A hybrid model based on convolutional neural networks and fuzzy kernel k-medoids for lung cancer detection
    GS Saragih, Z Rustam, JE Aurelia
    Indonesian Journal of Electrical Engineering and Computer Science 24 (1 2021

  • Cervical cancer classification using convolutional neural network-support vector machine
    JE Aurelia, Z Rustam, I Wirasati
    Telkomnika 19 (5), 1605-1611 2021

  • Twin Support Vector Machines for Thalassemia Classification
    AA Sa'Id, Z Rustam, F Novkaniza, QS Setiawan, F Maulidina, ...
    2021 International Conference on Innovation and Intelligence for Informatics 2021

  • Pancreatic cancer classification using logistic regression and random forest
    Z Rustam, F Zhafarina, GS Saragih, S Hartini
    IAES International Journal of Artificial Intelligence 10 (2), 476 2021

  • Hepatitis classification using support vector machines and random forest
    JE Aurelia, Z Rustam, I Wirasati, S Hartini, GS Saragih
    IAES International Journal of Artificial Intelligence 10 (2), 446 2021

  • Acute sinusitis data classification using grey wolf optimization-based support vector machine
    AM Putri, Z Rustam, J Pandelaki, I Wirasati, S Hartini
    IAES International Journal of Artificial Intelligence 10 (2), 438 2021

  • Estimating probability of banking crises using random forest
    S Hartini, Z Rustam, GS Saragih, MJS Vargas
    IAES International Journal of Artificial Intelligence 10 (2), 407 2021

  • Comparison some of kernel functions with support vector machines classifier for thalassemia dataset
    I Wirasati, Z Rustam, JE Aurelia, S Hartini, GS Saragih
    IAES International Journal of Artificial Intelligence 10 (2), 430 2021

MOST CITED SCHOLAR PUBLICATIONS

  • Nave Bayes classifier models for predicting the colon cancer
    N Salmi, Z Rustam
    IOP Conference Series: Materials Science and Engineering 546 (5), 052068 2019
    Citations: 40

  • Insolvency prediction in insurance companies using support vector machines and fuzzy kernel c-means
    Z Rustam, F Yaurita
    Journal of Physics: Conference Series 1028 (1), 012118 2018
    Citations: 37

  • Classification of schizophrenia data using support vector machine (SVM)
    TV Rampisela, Z Rustam
    Journal of Physics: Conference Series 1108 (1), 012044 2018
    Citations: 36

  • Comparison between support vector machine and fuzzy c-means as classifier for intrusion detection system
    Z Rustam, D Zahras
    Journal of Physics: Conference Series 1028 (1), 012227 2018
    Citations: 36

  • Feature selection using random forest classifier for predicting prostate cancer
    M Huljanah, Z Rustam, S Utama, T Siswantining
    IOP Conference Series: Materials Science and Engineering 546 (5), 052031 2019
    Citations: 34

  • Fuzzy kernel c-means algorithm for intrusion detection systems
    Z Rustam, AS Talita
    Journal of Theoretical and Applied Information Technology 81 (1), 161-165 2015
    Citations: 33

  • Classification of cancer data using support vector machines with features selection method based on global artificial bee colony
    T Nadira, Z Rustam
    AIP Conference Proceedings 2023 (1), 020205 2018
    Citations: 29

  • Application of machine learning on brain cancer multiclass classification
    V Panca, Z Rustam
    AIP Conference Proceedings 1862 (1), 030133 2017
    Citations: 29

  • Cancer classification using Fuzzy C-Means with feature selection
    AA Rachman, Z Rustam
    2016 12th International Conference on Mathematics, Statistics, and Their 2016
    Citations: 28

  • Kernel spherical k-means and support vector machine for acute sinusitis classification
    Z Rustam, J Pandelaki, A Siahaan
    IOP Conference Series: Materials Science and Engineering 546 (5), 052011 2019
    Citations: 27

  • Support Vector Machines for classifying policyholders satisfactorily in automobile insurance
    Z Rustam, NPAA Ariantari
    Journal of Physics: Conference Series 1028 (1), 012005 2018
    Citations: 25

  • Fuzzy kernel k-medoids algorithm for multiclass multidimensional data classification
    Z Rustam, AS Talita
    Journal of Theoretical and Applied Information Technology 80 (1), 147-151 2015
    Citations: 23

  • Comparing random forest and support vector machines for breast cancer classification
    C Aroef, Y Rivan, Z Rustam
    Telkomnika 18 (2), 815-821 2020
    Citations: 21

  • Classification of breast cancer using fast fuzzy clustering based on kernel
    Z Rustam, S Hartini
    IOP Conference Series: Materials Science and Engineering 546 (5), 052067 2019
    Citations: 21

  • Hybrid preprocessing method for support vector machine for classification of imbalanced cerebral infarction datasets
    Z Rustam, DA Utami, R Hidayat, J Pandelaki, WA Nugroho
    International Journal on Advanced Science Engineering Information Technology 2019
    Citations: 20

  • Osteoarthritis disease prediction based on random forest
    U Aprilliani, Z Rustam
    2018 International Conference on Advanced Computer Science and Information 2018
    Citations: 19

  • Application of support vector regression in indonesian stock price prediction with feature selection using particle swarm optimisation
    Z Rustam, P Kintandani
    Modelling and Simulation in Engineering 2019 2019
    Citations: 18

  • Cervical cancer risk classification based on deep convolutional neural network
    D Zahras, Z Rustam
    2018 International Conference on Applied Information Technology and 2018
    Citations: 18

  • Fuzzy Kernel k-Medoids algorithm for anomaly detection problems
    Z Rustam, AS Talita
    AIP conference proceedings 1862 (1), 030154 2017
    Citations: 17

  • Ovarian cancer data classification using bagging and random forest
    A Arfiani, Z Rustam
    AIP Conference Proceedings 2168 (1), 020046 2019
    Citations: 16