学术成果

区分文献类型的精选目录。

本目录整合公开学术主页与出版记录，分别标注期刊论文、论文集文章与会议论文，而不是简单合并为一个数字。

由于不同数据库的更新与合并时间不同，外部学术主页仍是最终核验来源。

目录审计

73 条记录

55Conference Paper

8Journal Article

10Proceedings Article

0Normalized-title duplicates

代表性成果

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

完整目录

年份类型主题

显示 73 条记录

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