Alhadi Bustamam

发表

Clustering protein-protein interaction data with spectral clustering and fuzzy random walk

E. Krisna, Alhadi Bustamam, K. A. Sugeng, 2019, Journal of Physics: Conference Series.

Data preprocessing for determining outer/inner parallelization in the nested loop problem using OpenMP

Alhadi Bustamam, T. Handhika, Ernastuti, 2017 .

Applications of Cuckoo search optimization algorithm for analyzing protein-protein interaction through Markov clustering on HIV

Alhadi Bustamam, V. Y. Nurazmi, D. Lestari, 2018 .

Predicting Figure Coalition for 2019 Indonesian Presindential Election Using Modified Markov Clustering Algorithm

Alhadi Bustamam, Rahmat Al Kafi, Dian Maharani, 2019 .

A GPU Implementation of Fast Parallel Markov Clustering in Bioinformatics Using EllPACK-R Sparse Data Format

Nicholas A. Hamilton, Kevin Burrage, Alhadi Bustamam, 2010, 2010 Second International Conference on Advances in Computing, Control, and Telecommunication Technologies.

Classification of diabetic retinopathy through texture features analysis

Alhadi Bustamam, Bariqi Abdillah, Dewi Sarwinda, 2017, 2017 International Conference on Advanced Computer Science and Information Systems (ICACSIS).

Biclustering protein interactions between HIV-1 proteins and humans proteins using LCM-MBC algorithm

Alhadi Bustamam, Wibowo Mangunwardoyo, Olivia Swasti, 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 regularized Markov clustering algorithm on protein interaction networks of schizophrenia's risk factor candidate genes

Alhadi Bustamam, Hengki Tasman, Rizky Ginanjar, 2016, 2016 International Conference on Advanced Computer Science and Information Systems (ICACSIS).

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

Alhadi Bustamam, Titin Siswantining, Frisca, 2017 .

Implementation of plaid model biclustering method on microarray of carcinoma and adenoma tumor gene expression data

Devvi Sarwinda, Alhadi Bustamam, Gianinna Ardaneswari, 2017 .

Fast Parallel Markov Clustering in Bioinformatics Using Massively Parallel Graphics Processing Unit Computing

Nicholas A. Hamilton, Kevin Burrage, Alhadi Bustamam, 2010, 2010 Ninth International Workshop on Parallel and Distributed Methods in Verification, and Second International Workshop on High Performance Computational Systems Biology.

Application of clustering methods: Regularized Markov clustering (R-MCL) for analyzing dengue virus similarity

Alhadi Bustamam, Bariqi Abdillah, D. Lestari, 2017 .

3D-HOG Features –Based Classification using MRI Images to Early Diagnosis of Alzheimer’s Disease

Devvi Sarwinda, Alhadi Bustamam, A. Bustamam, 2018, 2018 IEEE/ACIS 17th International Conference on Computer and Information Science (ICIS).

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).

An efficient parallel implementation of Markov clustering algorithm for large-scale protein-protein interaction networks that uses MPI

Mark A. Ragan, Nicholas A. Hamilton, Kevin Burrage, 2009 .

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

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

Applications of fruit fly optimization algorithm for analyzing protein-protein interaction through Markov clustering on HIV virus

Alhadi Bustamam, I. Mujtahidah, D. Lestari, 2018 .

The implementation of k-means partitioning algorithm in HOPACH clustering method

Alhadi Bustamam, Dipo Aldila, K. R. Adzima, 2019 .

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 .

Performance analysis of support vector machine combined with global encoding on detection of protein-protein interaction network of HIV virus

Alhadi Bustamam, D. Lestari, D. Lestari, 2018 .

Fast Parallel Markov Clustering in Bioinformatics Using Massively Parallel Computing on GPU with CUDA and ELLPACK-R Sparse Format

Nicholas A. Hamilton, Kevin Burrage, Alhadi Bustamam, 2012, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Modelling Static Networks in Bioinformatics Applications Using Advanced Computing

Alhadi Bustamam, 2010 .

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

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

Clustering protein-protein interaction network of TP53 tumor suppressor protein using Markov clustering algorithm

Alhadi Bustamam, Thia Sabel Permata, A. Bustamam, 2015, 2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS).

Understanding Dengue Control for Short- and Long-Term Intervention with a Mathematical Model Approach

Alhadi Bustamam, Dipo Aldila, Alethea Yuwanda, 2018, J. Appl. Math..

Application of hierarchical clustering ordered partitioning and collapsing hybrid in Ebola Virus phylogenetic analysis

Alhadi Bustamam, Dian Lestari, Hengki Muradi, 2015, 2015 International Conference on Advanced Computer Science and Information Systems (ICACSIS).

Non-negative matrix factorization in texture feature for classification of dementia with MRI data

Devvi Sarwinda, Alhadi Bustamam, Gianinna Ardaneswari, 2017 .

Texture and Gene Expression Analysis of the MRI Brain in Detection of Alzheimer’s Disease

Devvi Sarwinda, Alhadi Bustamam, Gianinna Ardenaswari, 2018, J. Artif. Intell. Soft Comput. Res..

Hypergraph partitioning implementation for parallelizing matrix-vector multiplication using CUDA GPU-based parallel computing

Alhadi Bustamam, T. Handhika, Ernastuti, 2017 .

Analysis of protein-protein interaction network using Markov clustering with pigeon-inspired optimization algorithm in HIV (human immunodeficiency virus)

Alhadi Bustamam, D. Lestari, M. S. Wisnubroto, 2018 .

IMPLEMENTASI PERANGKAT LUNAK SVMRK PADA SISTEM PARALEL MPI-LINUX

T. Basaruddin, Heru Suhartanto, Alhadi Bustamam, 2002 .

Implementation of CUDA GPU-based parallel computing on Smith-Waterman algorithm to sequence database searches

Alhadi Bustamam, Dian Lestari, Gianinna Ardaneswari, 2013, 2013 International Conference on Advanced Computer Science and Information Systems (ICACSIS).

Image processing based detection of lung cancer on CT scan images

Devvi Sarwinda, Alhadi Bustamam, Bariqi Abdillah, 2017 .

Fundus image texture features analysis in diabetic retinopathy diagnosis

Devvi Sarwinda, Alhadi Bustamam, Aniati M. Arymurthy, 2017, 2017 Eleventh International Conference on Sensing Technology (ICST).

Detection of Alzheimer's disease using advanced local binary pattern from hippocampus and whole brain of MR images

Devvi Sarwinda, Alhadi Bustamam, A. Bustamam, 2016, 2016 International Joint Conference on Neural Networks (IJCNN).

Application of hybrid clustering using parallel k-means algorithm and DIANA algorithm

Alhadi Bustamam, Khoirul Umam, D. Lestari, 2017 .

Parallelization strategies for continuum-generalized method of moments on the multi-thread systems

Alhadi Bustamam, T. Handhika, Ernastuti, 2017 .

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

Alhadi Bustamam, Titin Siswantining, Septian Wulandari, 2018 .

Sequence-based prediction of protein-protein interactions using pseudo substitution matrix representation features and ensemble rotation forest classifier in HIV (human immunodeficiency virus)

Alhadi Bustamam, D. Lestari, S. Hartomo, 2018 .

Evaluation of convolutional neural network variants for diagnosis of diabetic retinopathy

Devvi Sarwinda, Alhadi Bustamam, Titin Siswantining, 2021 .

Deep Learning in Image Classification using Residual Network (ResNet) Variants for Detection of Colorectal Cancer

Devvi Sarwinda, Alhadi Bustamam, Pinkie Anggia, 2021 .

The Drug Design for Diabetes Mellitus type II using Rotation Forest Ensemble Classifier

Devvi Sarwinda, Alhadi Bustamam, Arry Yanuar, 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..

Comparison of Dengue Predictive Models Developed Using Artificial Neural Network and Discriminant Analysis with Small Dataset

Alhadi Bustamam, Wibowo Mangunwardoyo, Hengki Muradi, 2021, Applied Sciences.

The distance function approach on the MiniBatchKMeans algorithm for the DPP-4 inhibitors on the discovery of type 2 diabetes drugs

Devvi Sarwinda, Alhadi Bustamam, Arry Yanuar, 2021 .

Diabetic retinopathy detection and captioning based on lesion features using deep learning approach

Alhadi Bustamam, Andi Arus Victor, Anggun Rama Yudantha, 2021, Communications in Mathematical Biology and Neuroscience.

Evaluation of Dengue Model Performances Developed Using Artificial Neural Network and Random Forest Classifiers

Alhadi Bustamam, Herley Shaori Al-Ash, Permatasari Silitonga, 2021 .

Measuring the accuracy of LSTM and BiLSTM models in the application of artificial intelligence by applying chatbot programme

Alhadi Bustamam, Prasnurzaki Anki, A. Bustamam, 2021, Indonesian Journal of Electrical Engineering and Computer Science.

Virtual screening of dipeptidyl peptidase-4 inhibitors using quantitative structure-activity relationship-based artificial intelligence and molecular docking of hit compounds

Alhadi Bustamam, Arry Yanuar, Oky Hermansyah, 2021, Comput. Biol. Chem..

Analysis of diabetes mellitus gene expression data using two-phase biclustering method

Alhadi Bustamam, Rahmat Al Kafi, Wibowo Mangunwardoyo, 2021 .

Diabetic Retinopathy Detection Using GoogleNet Architecture of Convolutional Neural Network Through Fundus Images

Devvi Sarwinda, Alhadi Bustamam, Amnia Salma, 2021, Nusantara Science and Technology Proceedings.

Artificial intelligence paradigm for ligand-based virtual screening on the drug discovery of type 2 diabetes mellitus

Devvi Sarwinda, Alhadi Bustamam, Arry Yanuar, 2021, J. Big Data.

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 .

Cluster analysis in prediction of biological activity and molecular structure relationship of dipeptidyl peptidase-4 inhibitors for the type two diabetes mellitus treatment

Devvi Sarwinda, Alhadi Bustamam, Arry Yanuar, 2020 .

Clustering self-organizing maps (SOM) method for human papillomavirus (HPV) DNA as the main cause of cervical cancer disease

Alhadi Bustamam, Dipo Aldila, Fatimah, 2017 .

The implementation of hybrid clustering using fuzzy c-means and divisive algorithm for analyzing DNA human Papillomavirus cause of cervical cancer

Alhadi Bustamam, D. Lestari, Diyah Septi Andryani, 2017 .

Sequence-based prediction of protein-protein interactions using ensemble based classifier combined with global encoding in HIV (human immunodeficiency virus)

Alhadi Bustamam, D. Lestari, M. I. S. Musti, 2018 .

A complete modelling of Local Binary Pattern for detection of diabetic retinopathy

Devvi Sarwinda, Ari Wibisono, Alhadi Bustamam, 2017, 2017 1st International Conference on Informatics and Computational Sciences (ICICoS).

Performance of rotation forest ensemble classifier and feature extractor in predicting protein interactions using amino acid sequences

Alhadi Bustamam, Patuan P. Tampubolon, M. I. S. Musti, 2019, BMC Genomics.