Zuherman Rustam

发表

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

Nadisa Karina Putri, Zuherman Rustam, Devvi Sarwinda, 2019 .

Analisa Probabilistik Algoritma Routing pada Jaringan Hypercube

Zuherman Rustam, 2002 .

Kernel-based fuzzy clustering for sinusitis dataset

Nadisa Karina Putri, Zuherman Rustam, Sri Hartini, 2020 .

Predicting Bank Financial Failures using Random Forest

Zuherman Rustam, Glori Stephani Saragih, Zuherman Rustam, 2018, 2018 International Workshop on Big Data and Information Security (IWBIS).

Breast cancer clustering using modified spherical K-Means

Zuherman Rustam, Ajeng Leudityara Fijri, Zuherman Rustam, 2020, Journal of Physics: Conference Series.

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

Zuherman Rustam, Jacub Pandelaki, Widyo Ari Nugroho, 2019, IOP Conference Series: Materials Science and Engineering.

Analysis of Architecture Combining Convolutional Neural Network (CNN) and Kernel K-Means Clustering for Lung Cancer Diagnosis

Zuherman Rustam, Sri Hartini, Rivan Y. Pratama, 2020, International Journal on Advanced Science, Engineering and Information Technology.

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

Nadisa Karina Putri, Zuherman Rustam, Sri Hartini, 2019 .

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

Zuherman Rustam, S. A.A. Kharis, 2018 .

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

Zuherman Rustam, Mas Andam Syarifah, Titin Siswantining, 2019 .

Support Vector Machines for Classifying Policyholders Satisfactorily in Automobile Insurance

Zuherman Rustam, Ni Putu Ayu Audia Ariantari, Zuherman Rustam, 2018, Journal of Physics: Conference Series.

Measure Prophecy Dan History Untuk Automata Nondeterministik

Zuherman Rustam, 2000 .

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

Zuherman Rustam, Frederica Yaurita, Zuherman Rustam, 2018, Journal of Physics: Conference Series.

Multinomial Logistic Regression and Support Vector Machine for Osteoarthritis Classification

Zuherman Rustam, Chelvian Aroef, R P Yuda, 2019 .

Classification of Osteoarthritis Disease Severity Using Adaboost Support Vector Machines

Zuherman Rustam, Jacub Pandelaki, T R Adyalam, 2018 .

Application Support Vector Machine on Face Recognition for Gender Classification

Zuherman Rustam, A. A. Ruvita, Zuherman Rustam, 2018, Journal of Physics: Conference Series.

Comparison of Fuzzy C-Means, Fuzzy Kernel C-Means, and Fuzzy Kernel Robust C-Means to Classify Thalassemia Data

Zuherman Rustam, Rahmat Hidayat, Annisa Kamalia, 2019 .

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

Zuherman Rustam, D. F. Vibranti, D. Widya, 2018 .

Application of support vector machines for reject inference in credit scoring

Zuherman Rustam, F. Yaurita, 2018 .

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

Zuherman Rustam, Azizul Azhar Ramli, Rahmat Hidayat, 2019, International Journal on Advanced Science, Engineering and Information Technology.

Fuzzy Kernel k-Medoids algorithm for anomaly detection problems

Zuherman Rustam, Aini Suri Talita, 2017 .

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

Zuherman Rustam, Nedya Shandri, 2018, 2018 International Conference on Applied Information Technology and Innovation (ICAITI).

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

Zuherman Rustam, D. Widya, I. Primasari, 2018 .

Kongruensi Sintaktik Dan Word Takhingga

Zuherman Rustam, 2000 .

Application of machine learning on brain cancer multiclass classification

Zuherman Rustam, V. Panca, 2017 .

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

Zuherman Rustam, D. A. Puspitasari, 2018 .

Feature Selection using Random Forest Classifier for Predicting Prostate Cancer

Zuherman Rustam, Titin Siswantining, Mia Huljanah, 2019, IOP Conference Series: Materials Science and Engineering.

Osteoarthritis Disease Prediction Based on Random Forest

Zuherman Rustam, Ulfah Aprilliani, Zuherman Rustam, 2018, 2018 International Conference on Advanced Computer Science and Information Systems (ICACSIS).

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

Zuherman Rustam, T. Nadira, Zuherman Rustam, 2018 .

Classification of Schizophrenia Data Using Support Vector Machine (SVM)

Zuherman Rustam, T. V. Rampisela, Zuherman Rustam, 2018, Journal of Physics: Conference Series.

New feature selection based on kernel

Zuherman Rustam, Sri Hartini, Zuherman Rustam, 2020 .

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

Zuherman Rustam, Devvi Sarwinda, Nedya Shandri, 2019, IOP Conference Series: Materials Science and Engineering.

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

Zuherman Rustam, F. Yaurita, M J Segovia-Vergas, 2018 .

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

Zuherman Rustam, Ajeng Leudityara Fijri, 2018, 2018 International Conference on Applied Information Technology and Innovation (ICAITI).

Face recognition using fuzzy kernel learning vector quantization

Zuherman Rustam, R. Rika, 2018 .

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

Zuherman Rustam, Puteri Kintandani, Zuherman Rustam, 2019, Modelling and Simulation in Engineering.

Pulmonary rontgen classification to detect pneumonia disease using convolutional neural networks

Zuherman Rustam, Chelvian Aroef, R. P. Yuda, 2020, TELKOMNIKA (Telecommunication Computing Electronics and Control).

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

Zuherman Rustam, Ridhani Faradina, 2019 .

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

Zuherman Rustam, Jacub Pandelaki, Arfiani, 2019, IOP Conference Series: Materials Science and Engineering.

Application Kernel Modified Fuzzy C-Means for gliomatosis cerebri

Zuherman Rustam, Andi Wulan, Melati Vidi Jannati, 2016, 2016 12th International Conference on Mathematics, Statistics, and Their Applications (ICMSA).

Analyzing cerebral infarction using support vector machine with artificial bee colony and particle swarm optimization feature selection

Zuherman Rustam, Jacub Pandelaki, Dea Aulia Utami, 2020 .

Naïve Bayes Classifier Models for Predicting the Colon Cancer

Zuherman Rustam, Nafizatus Salmi, Zuherman Rustam, 2019, IOP Conference Series: Materials Science and Engineering.

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

Zuherman Rustam, Oki Saputra Jaya, Zuherman Rustam, 2018 .

Fuzzy Kernel Robust Clustering for Anomaly based Intrusion Detection

Zuherman Rustam, Aini Suri Talita, 2018, 2018 Third International Conference on Informatics and Computing (ICIC).

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

Zuherman Rustam, F. Nadhifa, M. Acar, 2018, Journal of Physics: Conference Series.

Zuherman Rustam, N. Maghfirah, 2018 .

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

Zuherman Rustam, Sri Hartini, Zuherman Rustam, 2020, TELKOMNIKA (Telecommunication Computing Electronics and Control).

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

Nadisa Karina Putri, Zuherman Rustam, Sri Hartini, 2020 .

Application of kernel spherical k-means for intrusion detection systems

Zuherman Rustam, Farah Nadhifa, 2019 .

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

Zuherman Rustam, M. D. Murjadi, 2018 .

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

Zuherman Rustam, Rahmat Hidayat, Jacub Pandelaki, 2019 .

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

Zuherman Rustam, R Faradina, Zuherman Rustam, 2018, Journal of Physics: Conference Series.

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

Zuherman Rustam, Durrabida Zahras, Zuherman Rustam, 2018, Journal of Physics: Conference Series.

Classification of Breast Cancer using Fast Fuzzy Clustering based on Kernel

Zuherman Rustam, Sri Hartini, Zuherman Rustam, 2019, IOP Conference Series: Materials Science and Engineering.

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

Zuherman Rustam, N. Olivera, 2018 .

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

Nadisa Karina Putri, Zuherman Rustam, Sri Hartini, 2020 .

Adaptive Neuro Fuzzy Inference System Model Based on Support Vector Regression for Stock Time Series Forecasting

Zuherman Rustam, Oki Saputra Jaya, Anita Setianingrum, 2017 .

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

Zuherman Rustam, Hamidah Hamidah, Wismaji Sadewo, 2020, Symmetry.

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

Zuherman Rustam, Jihan Maharani, 2018 .

Soft Tissue Tumor Classification using Stochastic Support Vector Machine

Zuherman Rustam, Devvi Sarwinda, Durrabida Zahras, 2019, IOP Conference Series: Materials Science and Engineering.

Kernel Based Fuzzy C-Means Clustering for Chronic Sinusitis Classification

Zuherman Rustam, Jacub Pandelaki, Rezki Aulia Putri, 2019 .

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

Zuherman Rustam, N. P. A. A. Ariantari, Zuherman Rustam, 2018 .

Stochastic gradient descent for knee osteoarthritis classification