PUBLICATIONS

A curated catalogue with document types kept distinct.

The catalogue combines public scholarly profiles and publisher records. Journal articles, proceedings articles, and conference papers are labelled separately rather than collapsed into one count.

External scholarly profiles remain the source of record because databases update and merge documents at different times.

Catalogue audit

73 records

55Conference Paper

8Journal Article

10Proceedings Article

0Normalized-title duplicates

Selected publications

2026Conference Paper

Does Explicit Reasoning Improve Translation? Benchmarking Chain-of-Thought vs. In-Context Learning for Indonesian-English Language Pairs

IEEE conference proceedings

Language, Audio & Digital IntelligenceCo-author

Google Scholar

2025Conference Paper

CBAM-Enhanced Classification Head for VGG16-Based Pneumonia Detection

Conference proceedings

Medical Imaging & Clinical AIFirst author

Google Scholar

2025Journal Article

Integrating VGG Re-trained Feature Extraction with Machine Learning for Knee Osteoarthritis Severity Levels Detection Using X-ray Images

ITEGAM-JETIA

Medical Imaging & Clinical AIFirst author

Google Scholar

2025Proceedings Article

SE-VGG16: Enhanced classification of skin cancer lesions using VGG16 backbone with squeeze-and-excitation blocks

Procedia Computer Science

Medical Imaging & Clinical AICo-author

Google Scholar

2024Journal Article

Color and Attention for U: Modified Multi Attention U-Net for a Better Image Colorization

JOIV: International Journal on Informatics Visualization

Vision, Biometrics & MultimediaCo-author

Google Scholar

2024Journal Article

Overcoming Overfitting in CNN Models for Potato Disease Classification Using Data Augmentation

EMACS Journal

Agriculture, Environment & Applied VisionFirst author

Google Scholar

Complete catalogue

YearTypeTopic

Showing 73 records

2026Conference Paper

Does Explicit Reasoning Improve Translation? Benchmarking Chain-of-Thought vs. In-Context Learning for Indonesian-English Language Pairs

IEEE conference proceedings

Language, Audio & Digital IntelligenceCo-author

Google Scholar

2025Conference Paper

Comparative Analysis of Spatial and Channel-Wise Feature Enhancement in VGG16 for Skin Cancer Classification

Conference proceedings

Medical Imaging & Clinical AICo-author

Google Scholar

2025Conference Paper

CBAM-Enhanced Classification Head for VGG16-Based Pneumonia Detection

Conference proceedings

Medical Imaging & Clinical AIFirst author

Google Scholar

2025Conference Paper

Improving Skin Cancer Classification with Dilated Convolutional VGG16 Networks

Conference proceedings

Medical Imaging & Clinical AIFirst author

Google Scholar

2025Conference Paper

Early fusion techniques for enhanced pneumonia detection in chest X-ray analysis

IET Conference Proceedings

Medical Imaging & Clinical AICo-author

Google Scholar

2025Conference Paper

Attention Mechanisms in Semantic Convolutional Neural Networks for Flood Area Segmentation

Conference proceedings

Agriculture, Environment & Applied VisionCo-author

Google Scholar

2025Conference Paper

Facial Age Estimation with Deep Convolutional Neural Network Architecture

Conference proceedings

Vision, Biometrics & MultimediaCo-author

Google Scholar

2025Conference Paper

Leveraging Eager Learning for Retinal Abnormality Classification with Local Binary Pattern Features

Conference proceedings

Medical Imaging & Clinical AICo-author

Google Scholar

2025Conference Paper

Comparative Analysis of Ensemble Techniques for Bone Fracture Detection from X-Ray Images Using HOG Features

Conference proceedings

Medical Imaging & Clinical AICo-author

Google Scholar

2025Conference Paper

Feature-Level Early Fusion of Gabor, LBP, and HOG for Improved Diabetic Retinopathy Classification

Conference proceedings

Medical Imaging & Clinical AICo-author

Google Scholar

2025Conference Paper

Comparative Study of Convolutional Neural Network-Based Transfer Learning Models in Face Recognition

Conference proceedings

Vision, Biometrics & MultimediaCo-author

Google Scholar

2025Conference Paper

Evaluating K-Nearest Neighbors for X-Ray Bone Fracture Detection Using HOG, LBP, and SIFT Feature Extraction Methods

Conference proceedings

Medical Imaging & Clinical AICo-author

Google Scholar

2025Conference Paper

Comparative Analysis of Transfer Learning Models Based on Convolutional Neural Networks for Monkeypox Detection

Conference proceedings

Medical Imaging & Clinical AICo-author

Google Scholar

2025Conference Paper

Meta-Classifier Approach to Facial Expression Recognition Using DWT-Based Feature Extraction

Conference proceedings

Vision, Biometrics & MultimediaCo-author

Google Scholar

2025Journal Article

Integrating VGG Re-trained Feature Extraction with Machine Learning for Knee Osteoarthritis Severity Levels Detection Using X-ray Images

ITEGAM-JETIA

Medical Imaging & Clinical AIFirst author

Google Scholar

2025Proceedings Article

SE-VGG16: Enhanced classification of skin cancer lesions using VGG16 backbone with squeeze-and-excitation blocks

Procedia Computer Science

Medical Imaging & Clinical AICo-author

Google Scholar

2024Conference Paper

Machine Learning Approaches for Diabetic Retinopathy Classification Utilizing Gabor, LBP, and HOG Feature Extraction

Conference proceedings

Medical Imaging & Clinical AICo-author

Google Scholar

2024Conference Paper

Discrete Cosine Transform-Based Feature Extraction for Retinal Abnormality Classification

Conference proceedings

Medical Imaging & Clinical AICo-author

Google Scholar

2024Conference Paper

Discrete Wavelet Transform for Age Estimation in Human Face Images

Conference proceedings

Vision, Biometrics & MultimediaCo-author

Google Scholar

2024Conference Paper

Late Fusion Approach for Facial Expression Recognition Using HOG, LBP, and DWT Features with SVM

Conference proceedings

Vision, Biometrics & MultimediaCo-author

Google Scholar

2024Conference Paper

Comparative Feature Extraction in KNN-Based Pneumonia Detection: PCA, HOG, SIFT, and LBP Analysis

Conference proceedings

Medical Imaging & Clinical AICo-author

Google Scholar

2024Conference Paper

Mental Disorder Indication Detection with Transformer Model Architecture

Conference proceedings

Language, Audio & Digital IntelligenceCo-author

Google Scholar

2024Conference Paper

Benchmarking CNN Models for Malaria Cell Detection

Conference proceedings

Medical Imaging & Clinical AICo-author

Google Scholar

2024Journal Article

Color and Attention for U: Modified Multi Attention U-Net for a Better Image Colorization

JOIV: International Journal on Informatics Visualization

Vision, Biometrics & MultimediaCo-author

Google Scholar

2024Journal Article

Overcoming Overfitting in CNN Models for Potato Disease Classification Using Data Augmentation

EMACS Journal

Agriculture, Environment & Applied VisionFirst author

Google Scholar

2024Conference Paper

Optimizing Pneumonia Classification on Pediatric Chest X-Ray Images Using ConvNeXt Network

ICIMTech 2024

Medical Imaging & Clinical AIFirst author

Google Scholar

2024Conference Paper

Automated Pulmonary Tuberculosis Detection in Chest Radiographs using Pretrained DCNN Models

ICIMTech 2024

Medical Imaging & Clinical AIFirst author

Google Scholar

2024Conference Paper

MRI-Based Alzheimer's Disease Multiclass Classification Using Transfer Learning with EfficientNet B0 to B3

Conference proceedings

Medical Imaging & Clinical AICo-author

Google Scholar

2024Conference Paper

Deep Learning Implementation with DenseNet for Alzheimer's Disease Detection in MRI

Conference proceedings

Medical Imaging & Clinical AIFirst author

Google Scholar

2024Conference Paper

Use of Deep Learning to Identify COVID-19 through DNA/RNA Sequencing

Conference proceedings

Health Prediction & Biomedical MLCo-author

Google Scholar

2024Conference Paper

Multi-layer Perceptron Approach for Diabetes Risk Prediction using BRFSS Data

Conference proceedings

Health Prediction & Biomedical MLFirst author

Google Scholar

2024Conference Paper

Synergizing Ensemble Techniques for Precision Breast Cancer Diagnosis: A Comparative Performance Analysis

Conference proceedings

Health Prediction & Biomedical MLFirst author

Google Scholar

2024Conference Paper

Alzheimer's Disease Identification through Brain MRI Images: Leveraging Pretrained CNN Models

Conference proceedings

Medical Imaging & Clinical AIFirst author

Google Scholar

2024Conference Paper

Rice Variety Classification via Deep Learning: Unveiling InceptionV3 and Xception Pretrained Models

Conference proceedings

Agriculture, Environment & Applied VisionFirst author

Google Scholar

2024Conference Paper

Optimizing K-NN Algorithm for Breast Cancer Diagnosis: A Focus on Chebyshev and Minkowski Metrics

Conference proceedings

Health Prediction & Biomedical MLFirst author

Google Scholar

2024Conference Paper

Assessing the Efficacy of Artificial Neural Networks for Diabetes Risk Prediction

Conference proceedings

Health Prediction & Biomedical MLFirst author

Google Scholar

2024Conference Paper

Analyzing Machine Learning Approaches for Diabetes Risk Prediction: Comparative Performance Assessment Using BRFSS Data

Conference proceedings

Health Prediction & Biomedical MLFirst author

Google Scholar

2024Conference Paper

Enhancing Rice Variety Identification through Fine-Tuning VGG-Based Deep Learning Models

Conference proceedings

Agriculture, Environment & Applied VisionFirst author

Google Scholar

2024Conference Paper

Exploring Cosine and Euclidean Metrics in K-Nearest Neighbors for Breast Cancer Diagnosis

Conference proceedings

Health Prediction & Biomedical MLFirst author

Google Scholar

2024Conference Paper

Optimizing Pretrained ResNet Models for Alzheimer's Disease Detection in MRI Images

Conference proceedings

Medical Imaging & Clinical AIFirst author

Google Scholar

2024Conference Paper

Optimizing Rice Variety Recognition Through Transfer Learning with Pretrained ResNet Models

Conference proceedings

Agriculture, Environment & Applied VisionFirst author

Google Scholar

2024Conference Paper

Diabetes Risk Prediction Exploration: Uncovering Patterns and Enhancing Predictive Accuracy through Ensemble Learning

Conference proceedings

Health Prediction & Biomedical MLFirst author

Google Scholar

2024Conference Paper

Breast Cancer Detection with Multi Layer Perceptron: Unveiling Neuron Unit Dynamics in Dual Hidden Layers

Conference proceedings

Health Prediction & Biomedical MLFirst author

Google Scholar

2024Proceedings Article

Comparative analysis of machine learning decision tree-based models for predicting maternal health risks

Procedia Computer Science

Health Prediction & Biomedical MLCo-author

Google Scholar

2024Proceedings Article

Enhancing Breast Cancer Segmentation with Attention Mechanisms in U-Net Architectures

Procedia Computer Science

Medical Imaging & Clinical AIFirst author

Google Scholar

2023Conference Paper

K-Nearest Neighbor Algorithm for Heart Disease Detection: A Comparative Evaluation of Minkowski and Manhattan Distances

Conference proceedings

Health Prediction & Biomedical MLFirst author

Google Scholar

2023Conference Paper

VGG-Powered Convolutional Neural Networks in Diabetic Retinopathy Classification: A Comparative Investigation

Conference proceedings

Medical Imaging & Clinical AIFirst author

Google Scholar

2023Conference Paper

Heart Disease Risk Prediction using K-Nearest Neighbor: A Study of Euclidean and Cosine Distance Metrics

Conference proceedings

Health Prediction & Biomedical MLFirst author

Google Scholar

2023Conference Paper

Advancing Breast Cancer Classification in Ultrasound Imaging with ResNetV1 and ResNetV2 for Improved Diagnostic Accuracy

Conference proceedings

Medical Imaging & Clinical AIFirst author

Google Scholar

2023Conference Paper

Comparing Convolutional Neural Network Models with MobileNet-Based in Diabetic Retinopathy Classification

Conference proceedings

Medical Imaging & Clinical AIFirst author

Google Scholar

2023Conference Paper

Comparative Evaluation of Several Convolutional Neural Network Architectures in Diabetic Retinopathy Classification

Conference proceedings

Medical Imaging & Clinical AIFirst author

Google Scholar

2023Conference Paper

Model-Based Learning Techniques for Accurate Heart Disease Risk Prediction

Conference proceedings

Health Prediction & Biomedical MLFirst author

Google Scholar

2023Conference Paper

Fine-Tuning ResNet for Optimized SARS-CoV-2 Detection in Lung CT Scans Images

Conference proceedings

Medical Imaging & Clinical AIFirst author

Google Scholar

2023Conference Paper

DCNN Pretrained Model for Precise Breast Cancer Classification in Ultrasound Imaging

Conference proceedings

Medical Imaging & Clinical AIFirst author

Google Scholar

2023Conference Paper

Vehicle License Plate and Dimension Target Detection in Complex Scenes based on YOLO Algorithms Integrated with Artificial Intelligence Recognition

Conference proceedings

Vision, Biometrics & MultimediaCo-author

Google Scholar

2023Conference Paper

Audio-based Indonesia Toxic Language Classification using Bidirectional Long Short Term Memory

Conference proceedings

Language, Audio & Digital IntelligenceCo-author

Google Scholar

2023Proceedings Article

Automated skin burn detection and severity classification using YOLO Convolutional Neural Network Pretrained Model

E3S Web of Conferences

Medical Imaging & Clinical AICo-author

Google Scholar

2023Proceedings Article

Fusion of pretrained CNN models for cat breed classification: A comparative study

E3S Web of Conferences

Vision, Biometrics & MultimediaCo-author

Google Scholar

2023Proceedings Article

Age estimation through facial images using Deep CNN Pretrained Model and Particle Swarm Optimization

E3S Web of Conferences

Vision, Biometrics & MultimediaCo-author

Google Scholar

2023Proceedings Article

Exploring the Potential of Pre-trained DCNN Models for Facial Emotion Detection: A Comparative Analysis

E3S Web of Conferences

Vision, Biometrics & MultimediaCo-author

Google Scholar

2023Conference Paper

Exploring the Impact of Feature Data Normalization and Standardization on Regression Models for Smartphone Price Prediction

ICIMTech 2023

Language, Audio & Digital IntelligenceCo-author

Google Scholar

2023Conference Paper

Brain Tumor Detection and Localization from MRI Images Using Deep Learning Methods

ICIMTech 2023

Medical Imaging & Clinical AIFirst author

Google Scholar

2023Conference Paper

Improving SMS Spam Detection Through Machine Learning: An Investigation of Feature Extraction and Model Selection Techniques

ICIMTech 2023

Language, Audio & Digital IntelligenceCo-author

Google Scholar

2023Conference Paper

Enhancing BISINDO Recognition Accuracy Through Comparative Analysis of Three CNN Architecture Models

ICIMTech 2023

Vision, Biometrics & MultimediaCo-author

Google Scholar

2023Journal Article

Heart Disease Prediction Using Ensemble Model and Hyperparameter Optimization

International Journal on Recent and Innovation Trends in Computing and Communication

Health Prediction & Biomedical MLCo-author

Google Scholar

2023Journal Article

Pneumonia Detection on X-Ray Imaging using Softmax Output in Multilevel Meta Ensemble Algorithm of Deep Convolutional Neural Network Transfer Learning Models

International Journal of Advances in Intelligent Informatics

Medical Imaging & Clinical AIFirst author

Google Scholar

2023Journal Article

Perbandingan Model Machine Learning pada Klasifikasi Tumor Otak Menggunakan Fitur Discrete Cosine Transform

Jurnal Teknologi Terpadu

Medical Imaging & Clinical AIFirst author

Google Scholar

2023Journal Article

SARS-CoV-2 Detection from Lung CT-Scan Images Using Fine Tuning Concept on Deep-CNN Pretrained Model

CESS: Journal of Computer Engineering, System and Science

Medical Imaging & Clinical AIFirst author

Google Scholar

2023Proceedings Article

BERT base model for toxic comment analysis on Indonesian social media

Procedia Computer Science

Language, Audio & Digital IntelligenceCo-author

Google Scholar

2023Proceedings Article

Tackling Clickbait with Machine Learning: A Comparative Study of Binary Classification Models for YouTube Title

Procedia Computer Science

Language, Audio & Digital IntelligenceCo-author

Google Scholar

2023Proceedings Article

DeepLyric: Predicting Music Emotions through LSTM-GRU Hybrid Models with Regularization Techniques

Procedia Computer Science

Language, Audio & Digital IntelligenceCo-author

Google Scholar

2022Conference Paper

Age Estimation from Face Image using Discrete Cosine Transform Feature and Artificial Neural Network

Conference proceedings

Vision, Biometrics & MultimediaFirst author

Google Scholar

2022Journal Article

Brain Tumor Classification from MRI Images Using Pretrained Deep Convolutional Neural Networks

International Journal of Intelligent Systems and Applications in Engineering

Medical Imaging & Clinical AIFirst author

Google Scholar