Titin Siswantining

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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 .

Implementation of hierarchical clustering using k-mer sparse matrix to analyze MERS–CoV genetic relationship

Alhadi Bustamam, Titin Siswantining, E. D. Ulul, 2017 .

Implementation of spectral clustering on microarray data of carcinoma using k-means algorithm

Alhadi Bustamam, Titin Siswantining, Frisca, 2017 .

A study on missing values imputation using K-Harmonic means algorithm: Mixed datasets

Devvi Sarwinda, Titin Siswantining, Alhadi Bustamam, 2019, INTERNATIONAL CONFERENCE ON SCIENCE AND APPLIED SCIENCE (ICSAS) 2019.

Differential gene co-expression network using BicMix

Alhadi Bustamam, Titin Siswantining, N. A. Wibawa, 2019 .

Classification of Diabetic Retinopathy Stages using Histogram of Oriented Gradients and Shallow Learning

Devvi Sarwinda, Alhadi Bustamam, Titin Siswantining, 2018, 2018 International Conference on Computer, Control, Informatics and its Applications (IC3INA).

Implementation of spectral clustering on microarray data of carcinoma using self organizing map (SOM)

Alhadi Bustamam, Titin Siswantining, M. A. Rivai, 2018 .

Clustering and analyzing microarray data of lymphoma using singular value decomposition (SVD) and hybrid clustering

Alhadi Bustamam, Titin Siswantining, S. Formalidin, 2018 .

Implementation of parallel k-means algorithm for two-phase method biclustering in Carcinoma tumor gene expression data

Alhadi Bustamam, Titin Siswantining, Gianinna Ardaneswari, 2017 .

Feature Selection using Random Forest Classifier for Predicting Prostate Cancer

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

Implementation of spectral clustering with partitioning around medoids (PAM) algorithm on microarray data of carcinoma

Alhadi Bustamam, Titin Siswantining, Rosalia D. Cahyaningrum, 2017 .

Implementation of factor analysis for bicluster acquisition: Sparseness projection (FABIAS) on microarray of Alzheimer’s gene expression data

Titin Siswantining, Alhadi Bustamam, Theresia B. P. Wutun, 2019 .

Modification of MSDR algorithm and ITS implementation on graph clustering

K. A. Sugeng, Titin Siswantining, D. Prastiwi, 2017 .

Correlation between laboratory characteristics and clinical degree of dengue as an initial stage in a development of machine learning predictor program

Titin Siswantining, Alhadi Bustamam, Permatasari Silitonga, 2020 .

A Comparative Performance Evaluation of Random Forest Feature Selection on Classification of Hepatocellular Carcinoma Gene Expression Data

Devvi Sarwinda, Titin Siswantining, Alhadi Bustamam, 2019, 2019 3rd International Conference on Informatics and Computational Sciences (ICICoS).

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 .

Missing values imputation based on fuzzy C-Means algorithm for classification of chronic obstructive pulmonary disease (COPD)

Devvi Sarwinda, Titin Siswantining, Saskya Mary Soemartojo, 2019, PROCEEDINGS OF THE 8TH SEAMS-UGM INTERNATIONAL CONFERENCE ON MATHEMATICS AND ITS APPLICATIONS 2019: Deepening Mathematical Concepts for Wider Application through Multidisciplinary Research and Industries Collaborations.

Comparison of supervised models in hepatocellular carcinoma tumor classification based on expression data using principal component analysis (PCA)

Devvi Sarwinda, Titin Siswantining, Alhadi Bustamam, 2020 .

Collaboration and implementation of self organizing maps (SOM) partitioning algorithm in HOPACH clustering method

Alhadi Bustamam, Titin Siswantining, Septian Wulandari, 2018 .

Kernel PCA and SVM-RFE based feature selection for classification of dengue microarray dataset

Devvi Sarwinda, Titin Siswantining, Alhadi Bustamam, 2020 .

Evaluation of convolutional neural network variants for diagnosis of diabetic retinopathy

Devvi Sarwinda, Alhadi Bustamam, Titin Siswantining, 2021 .

A novel centroid initialization in missing value imputation towards mixed datasets

Devvi Sarwinda, Titin Siswantining, Herley Shaori Al-Ash, 2021 .

Biclustering of diabetic nephropathy and diabetic retinopathy microarray data using a similarity-based biclustering algorithm

Alhadi Bustamam, Titin Siswantining, Zuherman Rustam, 2021, Int. J. Bioinform. Res. Appl..

Lecturer Readiness for Online Classes during the Pandemic: A Survey Research

Harry Budi Santoso, Arfive Gandhi, Titin Siswantining, 2021 .

Protein sequences clustering of herpes virus by using Tribe Markov clustering (Tribe-MCL)

Alhadi Bustamam, Titin Siswantining, N. L. Febriyani, 2017 .

Application of BiMax, POLS, and LCM-MBC to Find Bicluster on Interactions Protein between HIV-1 and Human

Alhadi Bustamam, Titin Siswantining, Tesdiq Prigel Kaloka, 2020 .

Missing Value Analysis of Numerical Data using Fractional Hot Deck Imputation

Devvi Sarwinda, Titin Siswantining, Samuel Zico Christopher, 2019, 2019 3rd International Conference on Informatics and Computational Sciences (ICICoS).