A. Bustamam

发表

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.

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.

Performance Evaluation of Parallel Continuum-Generalized Method of Moments Algorithm with OpenMP

Ernastuti, A. Bustamam, P. P. Tampubolon, 2018 .

Application of agglomerative clustering for analyzing phylogenetically on bacterium of saliva

A. Bustamam, K. Umam, I. Fitria, 2017 .

Analysis of data mining for classification of Obstructive Sleep Apnea in chronic obstructive pulmonary disease patients

A. Bustamam, T. Siswantining, G. D. Apriliana, 2020 .

Comparison of random forest and support vector machine for prediction of cognitive impairment in Parkinson's disease

A. Bustamam, S. Abdullah, Helmanita Kibtia, 2020 .

Classification of Diabetic Retinopathy through Deep Feature Extraction and Classic Machine Learning Approach

A. Bustamam, Devvi Sarwinda, R. H. Paradisa, 2020, 2020 3rd International Conference on Information and Communications Technology (ICOIACT).

Detecting Lesion Characteristics of Diabetic Retinopathy Using Machine Learning and Computer Vision

Tesdiq Prigel Kaloka, A. Bustamam, Devvi Sarwinda, 2020 .

Performance Evaluation XGBoost in Handling Missing Value on Classification of Hepatocellular Carcinoma Gene Expression Data

A. Bustamam, T. Siswantining, M. Latief, 2020, 2020 4th International Conference on Informatics and Computational Sciences (ICICoS).

A comparative study for error approximation of some kernel functions in Smooth Support Vector Machines

A. Bustamam, Devvi Sarwinda, 2016, 2016 12th International Conference on Mathematics, Statistics, and Their Applications (ICMSA).

Analysis of Deep Feature Extraction for Colorectal Cancer Detection

A. Bustamam, Devvi Sarwinda, W. Mangunwardoyo, 2020, 2020 4th International Conference on Informatics and Computational Sciences (ICICoS).

Virtual Screening of DPP-4 Inhibitors Using QSAR-Based Artificial Intelligence and Molecular Docking of Hit Compounds to DPP-8 and DPP-9 Enzymes

A. Bustamam, Arry Yanuar, Oky Hermansyah, 2020 .

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 .

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..

Application of soft regularized markov clustering for analyzing protein-protein interaction in sars-cov-2 and other related coronavirus

A. Bustamam, D. Sarwinda, S. A. Pratiwi, 2021 .

Diabetic Retinopathy Detection and Classification Using GoogleNet and Attention Mechanism Through Fundus Images

A. Bustamam, W. Mangunwardoyo, A. Victor, 2021 .

Implementation χ–sim co-similarity and agglomerative hierarchical to cluster gene expression data of lymphoma by gene and condition

A. Bustamam, T. Siswantining, F. Zubedi, 2018 .

Artificial Intelligence Approach in Multiclass Diabetic Retinopathy Detection Using Convolutional Neural Network and Attention Mechanism

A. Bustamam, W. Mangunwardoyo, A. Victor, 2021, International Journal of Advances in Soft Computing and its Applications.

Performance of True Transfer Learning using CNN DenseNet121 for COVID-19 Detection from Chest X-Ray Images

A. Bustamam, A. Salma, Endang Tri Hastuti, 2021, 2021 IEEE International Conference on Health, Instrumentation & Measurement, and Natural Sciences (InHeNce).

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

A. Bustamam, Arry Yanuar, Devvi Sarwinda, 2021, Journal of Big Data.

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 .

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

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

Implementation of Bayesian Mixture Models in identifying subpopulation of breast cancer patients based on blood test measurements

A. Bustamam, A. Rachman, S. Abdullah, 2020, Journal of Physics: Conference Series.

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..

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

Alhadi Bustamam, Titin Siswantining, Gianinna Ardaneswari, 2017 .

Result comparison between categorical and numerical predictor variables on CART method in predicting factors related to diabetic retinopathy in patients with type 2 diabetes mellitus

A. Bustamam, T. Siswantining, S. Hariany, 2018 .

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

Devvi Sarwinda, Alhadi Bustamam, Pinkie Anggia, 2021 .

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

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

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).

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.

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 .

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

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

Deep learning with concatenate model to detect COVID-19 lung disease with CT scan images

A. Bustamam, Alrafiful Rahman, 2022, INTERNATIONAL CONFERENCE ON SCIENCE AND APPLIED SCIENCE (ICSAS) 2021.

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.

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 .

Deep Learning in Image Classification using VGG-19 and Residual Networks for Cataract Detection

A. Bustamam, P. Anki, Ahmad Bondan Triyadi, 2022, 2022 2nd International Conference on Information Technology and Education (ICIT&E).

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).

Improved Classification of Coronavirus Disease (COVID-19) based on Combination of Texture Features using CT Scan and X-ray Images

A. Bustamam, L. N. Rohmah, 2020, 2020 3rd International Conference on Information and Communications Technology (ICOIACT).

Cataract classification based on fundus image using an optimized convolution neural network with lookahead optimizer

Mas Andam Syarifah, Alhadi Bustamam, Patuan P. Tampubolon, 2020 .

Generated Tabular Data with Multi-GANs for Arrhythmia Classification Based on DNN Models

A. Bustamam, Hendrico Yehezky Nata Atmadja, Hermawan, 2022, 2022 International Conference of Science and Information Technology in Smart Administration (ICSINTESA).

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.

High Accuracy Conversational AI Chatbot Using Deep Recurrent Neural Networks Based on BiLSTM Model

A. Bustamam, Devvi Sarwinda, H. Al-Ash, 2020, 2020 3rd International Conference on Information and Communications Technology (ICOIACT).

Detection and description generation of diabetic retinopathy using convolutional neural network and long short-term memory

A Bustamam, R Amalia, D Sarwinda, 2021 .

Model QSAR Classification Using Conv1D-LSTM of Dipeptidyl Peptidase-4 Inhibitors

A. Bustamam, Arry Yanuar, P. Anki, 2021, 2021 International Conference on Artificial Intelligence and Mechatronics Systems (AIMS).

A biclustering procedure using BicBin algorithm for HIV-1 human protein interaction database in NCBI

Dian Lestari, Alhadi Bustamam, Wibowo Mangunwardoyo, 2019 .

Looking for the link between the causes of the COVID-19 disease using the multi-model application

A. Bustamam, P. Anki, Rinaldi Anwar Buyung, 2021, Communications in Mathematical Biology and Neuroscience.

The comparison of machine learning methods for prediction study of type 2 diabetes mellitus’s drug design

Devvi Sarwinda, Arry Yanuar, Alhadi Bustamam, 2020 .

Classification of Electrocardiogram Signal Using Deep Learning Models

A. Bustamam, Hermawan, Hadi Nursalim, 2023, 2023 International Conference on Computer Science, Information Technology and Engineering (ICCoSITE).

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).

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

Devvi Sarwinda, Alhadi Bustamam, Gianinna Ardaneswari, 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 .

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).

Deep Learning in Image Classification using Dense Networks and Residual Networks for Pathologic Myopia Detection

A. Bustamam, P. Anki, Zein Rasyid Himami, 2021, 2021 International Conference on Artificial Intelligence and Big Data Analytics.

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

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

Intelligent Chatbot Adapted from Question and Answer System Using RNN-LSTM Model

A Bustamam, D Sarwinda, P Anki, 2021, Journal of Physics: Conference Series.

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

Devvi Sarwinda, Alhadi Bustamam, Arry Yanuar, 2021 .

Detection of Alzheimer’s disease with segmentation approach using K-Means Clustering and Watershed Method of MRI image

A. Bustamam, D. Sarwinda, D. Holilah, 2021 .

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).

The Multimodal Deep Learning for Diagnosing COVID-19 Pneumonia from Chest CT-Scan and X-Ray Images

A. Bustamam, Devvi Sarwinda, Naufal Hilmizen, 2020, 2020 3rd International Seminar on Research of Information Technology and Intelligent Systems (ISRITI).

On Performance and Calibration of Natural Gradient Langevin Dynamics

A. Bustamam, Shandar Ahmad, Risman Adnan, 2023, IEEE Access.

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.

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 .

Ensemble learning versus deep learning for Hypoxia detection in CTG signal

Wisnu Jatmiko, Alhadi Bustamam, M. Anwar Ma'sum, 2019, 2019 International Workshop on Big Data and Information Security (IWBIS).

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

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

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.

A mathematical model for chemotherapy paradoxical reaction in Tuberculosis transmission

A. Bustamam, D. Aldila, Febriana Tri Rahmawati, 2018, Journal of Physics: Conference Series.

POLS algorithm to find a local bicluster on interactions between HIV-1 proteins and human proteins

Tesdiq Prigel Kaloka, Alhadi Bustamam, D. Lestari, 2019 .

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 .

The development of integrated computing platform to improve user satisfaction and cost efficiency of in silico drug discovery activities

Xue Li, Ari Wibisono, Heru Suhartanto, 2014 .

Training Deep Energy-Based Models Through Cyclical Stochastic Gradient Langevin Dynamics

A. Bustamam, Risman Adnan, Karimul Makhtidi, 2022, 2022 5th International Seminar on Research of Information Technology and Intelligent Systems (ISRITI).

Implementation of Stacking Ensemble Learning for Classification of COVID-19 using Image Dataset CT Scan and Lung X-Ray

A. Bustamam, Annisa Utama Berliana, 2020, 2020 3rd International Conference on Information and Communications Technology (ICOIACT).

Evaluation of Machine Learning Performance Based on BERT Data Representation with LSTM Model to Conduct Sentiment Analysis in Indonesian for Predicting Voices of Social Media Users in the 2024 Indonesia Presidential Election

Dwi Guna Mandhasiya, A. Bustamam, H. Murfi, 2022, 2022 5th International Conference on Information and Communications Technology (ICOIACT).

Car Body Damage Detection System Using YOLOv7

A. Bustamam, Muhammad Remzy Syah Ramazhan, Rinaldi Anwar, 2023, 2023 3rd International Conference on Electronic and Electrical Engineering and Intelligent System (ICE3IS).

Selecting Features Subsets Based on Support Vector Machine-Recursive Features Elimination and One Dimensional-Naïve Bayes Classifier using Support Vector Machines for Classification of Prostate and Breast Cancer

Devvi Sarwinda, Alhadi Bustamam, Anas Bachtiar, 2019, Procedia Computer Science.

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 .

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

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

The hybrid of BERT and deep learning models for Indonesian sentiment analysis

A. Bustamam, H. Murfi, Dwi Guna Mandhasiya, 2024, Indonesian Journal of Electrical Engineering and Computer Science.

IAES International Journal of Artificial Intelligence (IJ-AI)

A. Bustamam, T. Siswantining, Mohamad Irlin Sunggawa, 2022 .

Analysis and prediction of protein interactions between HIV-1 protein and human protein using LCM-MBC algorithm combined with association rule mining

A. Bustamam, T. Siswantining, H. Al-Ash, 2021, Communications in Mathematical Biology and Neuroscience.

Traditional Indonesian Medication Combats COVID-19

A. Bustamam, Arry Yanuar, N. Hasanah, 2023, KnE Social Sciences.

Development of Efficient Brain Tumor Classification on MRI Image Results Using EfficientNet

Faiz Ainur Razi, A. Bustamam, A. Latifah, 2023, 2023 International Seminar on Intelligent Technology and Its Applications (ISITIA).