All Stories

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

    Article • Bulletin of Electrical Engineering and Informatics, August 2020, Institute of Advanced Engineering and Science

    Dr Zuherman Rustam

  2. New feature selection based on kernel

    Article • Bulletin of Electrical Engineering and Informatics, August 2020, Institute of Advanced Engineering and Science

    Dr Zuherman Rustam

  3. Prediction schizophrenia using random forest

    Article • TELKOMNIKA (Telecommunication Computing Electronics and Control), June 2020, Universitas Ahmad Dahlan

    Dr Zuherman Rustam

  4. Pulmonary rontgen classification to detect pneumonia disease using convolutional neural networks

    Article • TELKOMNIKA (Telecommunication Computing Electronics and Control), June 2020, Universitas Ahmad Dahlan

    Dr Zuherman Rustam

  5. The comparison study of kernel KC-means and support vector machines for classifying schizophrenia

    Article • TELKOMNIKA (Telecommunication Computing Electronics and Control), June 2020, Universitas Ahmad Dahlan

    Dr Zuherman Rustam

  6. Pancreatic Cancer Early Detection Using Twin Support Vector Machine Based on Kernel

    Article • Symmetry, April 2020, MDPI AG

    Dr Zuherman Rustam

  7. Comparing random forest and support vector machines for breast cancer classification

    Article • TELKOMNIKA (Telecommunication Computing Electronics and Control), April 2020, Universitas Ahmad Dahlan

    Dr Zuherman Rustam

  8. Stock price trend prediction method based on support vector machines with Fisher score

    Article • January 2020, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

  9. Comparison Between Fuzzy Kernel C-Means, Fuzzy Kernel Possibilistic C-Means and Support Vector Machines in Soft Tissue Tumor Classification

    Article • January 2020, Springer Science + Business Media

    Dr Zuherman Rustam

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

    Article • January 2020, Springer Science + Business Media

    Dr Zuherman Rustam

  11. Comparison of Support Vector Machine Recursive Feature Elimination and Kernel Function as feature selection using Support Vector Machine for lung cancer classification

    Article • Journal of Physics Conference Series, January 2020, Institute of Physics Publishing

    Dr Zuherman Rustam

  12. Fuzzy Kernel-Based Clustering and Support Vector Machine Algorithm in Analyzing Cerebral Infarction Dataset

    Article • January 2020, Springer Science + Business Media

    Dr Zuherman Rustam

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

    Article • Journal of Physics Conference Series, January 2020, Institute of Physics Publishing

    Dr Zuherman Rustam

  14. Kernel-Based Fuzzy Clustering for Sinusitis Dataset

    Article • January 2020, Springer Science + Business Media

    Dr Zuherman Rustam

  15. Comparison Support Vector Machine and Fuzzy Possibilistic C-Means based on the kernel for Knee Osteoarthritis data Classification

    Article • International Journal on Advanced Science Engineering and Information Technology, December 2019, Insight Society

    Dr Zuherman Rustam

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

    Article • Journal of Physics Conference Series, December 2019, Institute of Physics Publishing

    Dr Zuherman Rustam

  17. Multinomial Logistic Regression and Support Vector Machine for Osteoarthritis Classification

    Article • Journal of Physics Conference Series, December 2019, Institute of Physics Publishing

    Dr Zuherman Rustam

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

    Article • Journal of Physics Conference Series, December 2019, Institute of Physics Publishing

    Dr Zuherman Rustam

  19. Classification of Breast Cancer using Fast Fuzzy Clustering based on Kernel

    Article • IOP Conference Series Materials Science and Engineering, June 2019, Institute of Physics Publishing

    Dr Zuherman Rustam, Dr Zuherman Rustam

  20. Comparison between fuzzy robust kernel c-means (FRKCM) and fuzzy entropy kernel c-means (FEKCM) classifier for intrusion detection system (IDS)

    Article • IOP Conference Series Materials Science and Engineering, June 2019, Institute of Physics Publishing

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • IOP Conference Series Materials Science and Engineering, June 2019, Institute of Physics Publishing

    Dr Zuherman Rustam

  22. Feature Selection using Random Forest Classifier for Predicting Prostate Cancer

    Article • IOP Conference Series Materials Science and Engineering, June 2019, Institute of Physics Publishing

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • IOP Conference Series Materials Science and Engineering, June 2019, Institute of Physics Publishing

    Dr Zuherman Rustam

  24. Kernel Based Fuzzy C-Means Clustering for Chronic Sinusitis Classification

    Article • IOP Conference Series Materials Science and Engineering, June 2019, Institute of Physics Publishing

    Dr Zuherman Rustam

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

    Article • IOP Conference Series Materials Science and Engineering, June 2019, Institute of Physics Publishing

    Dr Zuherman Rustam

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

    Article • IOP Conference Series Materials Science and Engineering, June 2019, Institute of Physics Publishing

    Dr Zuherman Rustam

  27. Naïve Bayes Classifier Models for Predicting the Colon Cancer

    Article • IOP Conference Series Materials Science and Engineering, June 2019, Institute of Physics Publishing

    Dr Zuherman Rustam

  28. Ovarian Cancer Classification using Bayesian Logistic Regression

    Article • IOP Conference Series Materials Science and Engineering, June 2019, Institute of Physics Publishing

    Dr Zuherman Rustam

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

    Article • IOP Conference Series Materials Science and Engineering, June 2019, Institute of Physics Publishing

    Dr Zuherman Rustam

  30. Random-Forest (RF) and Support Vector Machine (SVM) Implementation for Analysis of Gene Expression Data in Chronic Kidney Disease (CKD)

    Article • IOP Conference Series Materials Science and Engineering, June 2019, Institute of Physics Publishing

    Dr Zuherman Rustam

  31. Recursive Particle Swarm Optimization (RPSO) schemed Support Vector Machine (SVM) Implementation for Microarray Data Analysis on Chronic Kidney Disease (CKD)

    Article • IOP Conference Series Materials Science and Engineering, June 2019, Institute of Physics Publishing

    Dr Zuherman Rustam

  32. Soft Tissue Tumor Classification using Stochastic Support Vector Machine

    Article • IOP Conference Series Materials Science and Engineering, June 2019, Institute of Physics Publishing

    Dr Zuherman Rustam, Dr Zuherman Rustam

  33. Support Vector Regression Implementation for Indonesian Private External Debt Analysis

    Article • European Journal of Electrical Engineering and Computer Science, May 2019, European Open Access Publishing (Europa Publishing)

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • Journal of Physics Conference Series, May 2019, Institute of Physics Publishing

    Dr Zuherman Rustam, Dr Zuherman Rustam

  35. Application of kernel spherical k-means for intrusion detection systems

    Article • Journal of Physics Conference Series, May 2019, Institute of Physics Publishing

    Dr Zuherman Rustam, Dr Zuherman Rustam

  36. Hybrid Preprocessing Method for Support Vector Machine for Classification of Imbalanced Cerebral Infarction Datasets

    Article • International Journal on Advanced Science Engineering and Information Technology, April 2019, Insight Society

    Dr Zuherman Rustam, Dr Zuherman Rustam

  37. Application of Support Vector Regression in Indonesian Stock Price Prediction with Feature Selection Using Particle Swarm Optimisation

    Article • Modelling and Simulation in Engineering, April 2019, Hindawi Publishing Corporation

    Dr Zuherman Rustam, Dr Zuherman Rustam

  38. Indonesia Composite Index Prediction using Fuzzy Support Vector Regression with Fisher Score Feature Selection

    Article • International Journal on Advanced Science Engineering and Information Technology, March 2019, Insight Society

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • January 2019, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • January 2019, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • January 2019, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • January 2019, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • January 2019, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

  44. Random forest for breast cancer prediction

    Article • January 2019, American Institute of Physics

    Dr Zuherman Rustam

  45. Optimal cervical cancer classification using Gauss-Newton representation based algorithm

    Article • January 2019, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

  46. Ovarian cancer data classification using bagging and random forest

    Article • January 2019, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • January 2019, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • Journal of Physics Conference Series, November 2018, Institute of Physics Publishing

    Dr MARIA-JESUS SEGOVIA-VARGAS, Dr Zuherman Rustam

  49. Application Support Vector Machine on Face Recognition for Gender Classification

    Article • Journal of Physics Conference Series, November 2018, Institute of Physics Publishing

    Dr Zuherman Rustam

  50. Classification of Osteoarthritis Disease Severity Using Adaboost Support Vector Machines

    Article • Journal of Physics Conference Series, November 2018, Institute of Physics Publishing

    Dr Zuherman Rustam

  51. Classification of Schizophrenia Data Using Support Vector Machine (SVM)

    Article • Journal of Physics Conference Series, November 2018, Institute of Physics Publishing

    Dr Zuherman Rustam

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

    Article • Journal of Physics Conference Series, November 2018, Institute of Physics Publishing

    Dr Zuherman Rustam

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

    Article • Journal of Physics Conference Series, November 2018, Institute of Physics Publishing

    Dr Zuherman Rustam

  54. Face recognition using fuzzy kernel learning vector quantization

    Article • Journal of Physics Conference Series, November 2018, Institute of Physics Publishing

    Dr Zuherman Rustam

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

    Article • Journal of Physics Conference Series, November 2018, Institute of Physics Publishing

    Dr Zuherman Rustam

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

    Article • Journal of Physics Conference Series, November 2018, Institute of Physics Publishing

    Dr Zuherman Rustam

  57. Osteoarthritis Disease Prediction Based on Random Forest

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Zuherman Rustam, Dr Zuherman Rustam

  58. Fuzzy Kernel Robust Clustering for Anomaly based Intrusion Detection

    Article • October 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Zuherman Rustam, Dr Zuherman Rustam

  59. Cervical Cancer Risk Classification Based on Deep Convolutional Neural Network

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • September 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • Journal of Physics Conference Series, June 2018, Institute of Physics Publishing

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • Journal of Physics Conference Series, June 2018, Institute of Physics Publishing

    Dr Zuherman Rustam, Dr Zuherman Rustam

  64. Support Vector Machines for Classifying Policyholders Satisfactorily in Automobile Insurance

    Article • Journal of Physics Conference Series, June 2018, Institute of Physics Publishing

    Dr Zuherman Rustam, Dr Zuherman Rustam

  65. Predicting Bank Financial Failures using Random Forest

    Article • May 2018, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Zuherman Rustam, Dr Zuherman Rustam

  66. An Optimal Schedule for Toll Road Network Construction Based on Greedy Algorithm

    Article • January 2018, Atlantis Press

    Dr Zuherman Rustam, Dr Zuherman Rustam

  67. The Application of Multi-Class Support Vector Machines on Intrusion Detection System with the Feature Selection using Information Gain

    Article • January 2018, Atlantis Press

    Dr Zuherman Rustam

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

    Article • January 2018, American Institute of Physics

    Dr Zuherman Rustam

  69. Application of support vector machines for reject inference in credit scoring

    Article • January 2018, American Institute of Physics

    Dr Zuherman Rustam

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

    Article • January 2018, American Institute of Physics

    Dr Zuherman Rustam

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

    Article • January 2018, American Institute of Physics

    Dr Zuherman Rustam

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

    Article • January 2018, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • January 2018, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • January 2018, American Institute of Physics

    Dr Zuherman Rustam

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

    Article • January 2018, American Institute of Physics

    Dr Zuherman Rustam

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

    Article • January 2018, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • January 2018, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

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

    Article • January 2017, American Institute of Physics

    Dr Zuherman Rustam

  79. Application of machine learning on brain cancer multiclass classification

    Article • January 2017, American Institute of Physics

    Dr Zuherman Rustam

  80. Fuzzy Kernel k-Medoids algorithm for anomaly detection problems

    Article • January 2017, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

  81. 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

    Article • January 2017, American Institute of Physics

    Dr Zuherman Rustam, Dr Zuherman Rustam

  82. Cancer classification using Fuzzy C-Means with feature selection

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Zuherman Rustam, Dr Zuherman Rustam

  83. Application Kernel Modified Fuzzy C-Means for gliomatosis cerebri

    Article • October 2016, Institute of Electrical & Electronics Engineers (IEEE)

    Dr Zuherman Rustam, Dr Zuherman Rustam

  84. PENDETEKSIAN JENIS DAN KELAS AROMA DENGAN MENGGUNAKAN METODE ONE-VS-ONE DAN METODE ONE-VS-REST

    Article • MAKARA of Science Series, October 2010, Universitas Indonesia, Directorate of Research and Public Service

    Dr Zuherman Rustam, Dr Zuherman Rustam