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RESEARCHER PROFILE • IMPACT VIEW

Bedy Purnama, S.Si., M.T., Ph.D.

Dosen/Peneliti; Kepala Bagian Pengembangan Content Center of E-learning & Open Education
Informatika / Data Science and Intelligent Systems (DSIS) • Fakultas Informatika • Telkom University
Computer VisionImage ProcessingMachine LearningBioinformatics
SINTA ↗Website ↗
Download CV PDF ↓ Research Intelligence Public URL + QR
Publications50IMG-linked works
Citations236indexed metadata
IMG h-index7computed locally
Collaborators2known IMG network
01
ABOUT

Researcher Profile

Lecturer and researcher at Telkom University in the Data Science and Intelligent Systems group, focusing on image processing, computer vision, machine learning, system recognition, and intelligent systems.

02
RESEARCH DIRECTION

Research Interests

01Image processing
02computer vision
03system recognition
04intelligent systems
05cyber-physical systems
06machine learning
03
RESEARCH IMPACT

Citation & Index Metrics

IMG Publications50Linked records
Total Citations236Available indexed metadata
IMG h-index7Computed from IMG citation data
i10-index7Works with ≥10 citations
Avg. Citations / Work4.7IMG-linked publications
Active Years2018–2026Based on publication years
Scopus
IMG-linked Scopus works0

Official Scopus metrics have not been synchronized. The count above only reflects Scopus-linked records stored in IMG.

SINTAProfile ↗
StatusProfile linked

SINTA metrics are displayed only when synchronized or entered into the IMG metrics cache.

IMG citation metrics are calculated from citation counts currently available in the IMG database and may differ from official Scopus, Google Scholar, or SINTA metrics.

04
PUBLICATION PERFORMANCE

Publication Timeline

9 active publication years50 publications236 citations indexed
06
RESEARCH INTELLIGENCE V3

Research Impact Dashboard

Loading impact intelligence…
Building 10-year trend analysis…

Impact indicators are derived from IMG-linked publication, citation, collaboration, affiliation, and synchronized source metrics. Official source metrics remain explicitly distinguished from IMG-computed indicators.

07
SEMANTIC RESEARCH MAP

Research Topic Map

Clustering publication topics…

Topic clusters are generated automatically from publication titles and available keywords. They are analytical signals, not manually assigned subject classifications.

08
GLOBAL RESEARCH NETWORK

International Collaboration Map

Mapping international affiliations…

Top Countries

Top Institutions

09
PUBLICATION PORTFOLIO

Top Journals & Quartile

Analyzing publication venues…

Quartile is shown only when Q1–Q4 metadata already exists in IMG source metadata. Missing quartile values are not inferred.

10
RESEARCHER DISCOVERY

Researchers with Similar Expertise

Calculating research similarity…
11
RESEARCH-TO-IMPACT PATHWAY

Project → Publication → Patent → Commercialization

Linking research outputs…

Confirmed relation tables are prioritized. Where structured links are absent, V3 may display clearly marked inferred links based on shared research-title/topic terms.

12
SCIENTIFIC OUTPUT

Publications

2026

A Comparative Study of DINO-DETR and CNN-Based Detectors for Underwater Object Detection on the UDD Dataset

2026 5th International Conference on Electronics Representation and Algorithm (ICERA) conference-paper DOI 10.1109/icera72709.2026.11666764 0 citations OpenalexCrossref
2026

Classification of dragon fruit ripeness level using convolutional neural networks architecture

IET conference proceedings. conference-paper DOI 10.1049/icp.2026.2110 0 citations OpenalexCrossref
2026

Comparative Performance Analysis of Vision Transformer (ViT) and Convolutional Neural Network (CNN) Architectures for Semarang Batik Motif Classification

2026 14th International Conference on Information and Communication Technology (ICoICT) conference-paper DOI 10.1109/icoict71118.2026.11664791 0 citations OpenalexCrossref
2026

Design and Implementation of a Real-Time Aquaponics Automation System for Water Quality Management

EPJ Web of Conferences conference-paper DOI 10.1051/epjconf/202637702004 0 citations OpenalexCrossref
2026

Detection of Banana Ripeness Levels Using YOLOv8 and RGB Images Analysis

2026 5th International Conference on Electronics Representation and Algorithm (ICERA) conference-paper DOI 10.1109/icera72709.2026.11666705 0 citations OpenalexCrossref
2026

Development of a Bioelectrical Impedance Analyzer Prototype for Body Fat Mass Assessment

EPJ Web of Conferences conference-paper DOI 10.1051/epjconf/202637702009 0 citations OpenalexCrossref
2026

Diabetic Foot Ulcer Segmentation Using U-Net and EfficientNet-B0 with Boundary-Aware Loss on the FUSeg Dataset

2026 14th International Conference on Information and Communication Technology (ICoICT) conference-paper DOI 10.1109/icoict71118.2026.11664820 0 citations OpenalexCrossref
2026

Efficient deepfake detection based on MobileNetV3 with lightweight attention and knowledge distillation

IET conference proceedings. conference-paper DOI 10.1049/icp.2026.2106 0 citations OpenalexCrossref
2026

EfficientNet-B0 with Class-Wise Temperature Scaling and Test-Time Augmentation for Brain Tumor Classification on 2D MRI

2026 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS) conference-paper DOI 10.1109/icadeis71120.2026.11644503 0 citations OpenalexCrossref
2026

Enhancing Armed Person Detection Using YOLOv11 and Rule-Based Pose Fusion in a Modular Framework

2026 International Conference on Advancement in Data Science, E-learning and Information System (ICADEIS) conference-paper DOI 10.1109/icadeis71120.2026.11644547 0 citations OpenalexCrossref
2026

Implementation of YOLOv8 and DeepSORT for Estimating customer visit duration in culinary businesses based on video data

IET conference proceedings. conference-paper DOI 10.1049/icp.2026.2108 0 citations OpenalexCrossref
2026

Optimizing Lightweight YOLO Architectures for Automated Fabric Defect Detection

2026 14th International Conference on Information and Communication Technology (ICoICT) conference-paper DOI 10.1109/icoict71118.2026.11664775 0 citations OpenalexCrossref
2026
2025

Analisis Kemampuan Beta-VAE Pada Dataset Yang Berbeda

LOGIC Jurnal Penelitian Informatika article DOI 10.25124/logic.v3i2.9817 0 citations OpenalexCrossref
2025

Application of CNN-LSTM in Dynamic Pose Classification in Badminton Using Landmark Tracking

2025 5th International Conference on Intelligent Cybernetics Technology & Applications (ICICyTA) conference-paper DOI 10.1109/icicyta68677.2025.11362378 0 citations OpenalexCrossref
2025

Application of VGG16 in Automated Detection of Bone Fractures in X-Ray Images

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) article DOI 10.29207/resti.v9i1.6101 2 citations OpenalexCrossref
2025

Detecting Deepfake Videos Using CNN and GRU Methods: Evaluating Performance on the Celeb-DF(v2) Dataset

Jurnal Sistem Komputer dan Informatika (JSON) article DOI 10.30865/json.v7i2.9372 0 citations OpenalexCrossref
2025

Development of Health Kiosk Prototype for Blood Pressure and Fat Mass Measurement

Journal of The Physical Society of Indonesia/Physics Journal of the Indonesian Physical Society article DOI 10.35895/jpsi.1.2.76-86.2025 0 citations OpenalexCrossref
2025

Early Fusion of CNN Features for Multimodal Biometric Authentication from ECG and Fingerprint Using MLP, LSTM, GCN, and GAT

Jurnal Teknik Informatika (Jutif) article DOI 10.52436/1.jutif.2025.6.6.5299 0 citations OpenalexCrossref
2025

Klasifikasi Analisis Gerakan Squat untuk Pemula dan Profesional Menggunakan Metode SVM Berbasis Mediapipe

Jurnal Locus Penelitian dan Pengabdian article DOI 10.58344/locus.v4i12.4871 0 citations OpenalexCrossref
2025

PEMANFAATAN KECERDASAN BUATAN (AI) UNTUK MENINGKATKAN EFEKTIVITAS PENGAJARAN DI SMK YPPS SUMEDANG

Jurnal Pengabdian Kolaborasi dan Inovasi IPTEKS article DOI 10.59407/jpki2.v3i6.3184 0 citations OpenalexCrossref
2025

Parkinson’s disease screening using a fusion of gait point cloud and silhouette features

PLoS ONE article DOI 10.1371/journal.pone.0315453 2 citations Openalex
2025

Pose Classification in Archery Sports Based on YoloV8 Using SVM and Random Forest Methods

International Journal on Information and Communication Technology (IJoICT) article DOI 10.21108/ijoict.v11i1.8996 1 citations OpenalexCrossref
2025

Usability Of “DFU Application” For Diabetic Foot Ulcer Prevention

JURNAL PENDIDIKAN KEPERAWATAN INDONESIA article DOI 10.17509/jpki.v11i1.81809 0 citations OpenalexCrossref
2024

Estimate the Region of Interest, Movement and Magnitude of Ciliary Beat with Dense Optical Flow

International Journal of Online and Biomedical Engineering (iJOE) article DOI 10.3991/ijoe.v20i11.48029 0 citations OpenalexCrossref
2024

Implementasi Computer Vision untuk Deteksi Truk

Jurnal Pengembangan dan Pengabdian Masyarakat Multikultural article DOI 10.57152/batik.v2i1.1223 0 citations OpenalexCrossref
2024

Pengoptimasian Pengukuran Kepadatan Jalan Raya Dengan Cctv Menggunakan Metode Yolov8

Technomedia Journal article DOI 10.33050/tmj.v9i1.2216 7 citations OpenalexCrossref
2024

Prediction of Fruit Freshness Level Using Convolutional Neural Network

2024 12th International Conference on Information and Communication Technology (ICoICT) conference-paper DOI 10.1109/icoict61617.2024.10698538 2 citations OpenalexCrossref
2024

Reconstructing Detailed 3D Car Geometries from a Single 2D Image by Repurposing PIFu

2024 International Conference on Intelligent Cybernetics Technology & Applications (ICICyTA) conference-paper DOI 10.1109/icicyta64807.2024.10913109 0 citations OpenalexCrossref
2024

Time Series Classification of Badminton Pose using LSTM with Landmark Tracking

Journal of Electronics Electromedical Engineering and Medical Informatics article DOI 10.35882/jeeemi.v7i1.488 11 citations OpenalexCrossref
2024

Utilizing Fine-Tuning ResNet-18 for Acute Leukemia Diagnosis from Blood Smear Images

2024 2nd International Conference on Technology Innovation and Its Applications (ICTIIA) conference-paper DOI 10.1109/ictiia61827.2024.10761639 2 citations OpenalexCrossref
2024

Vision Transformer untuk Klasifikasi Kematangan Pisang

Jurnal Teknologi Informasi dan Ilmu Komputer article DOI 10.25126/jtiik.20241117389 5 citations OpenalexCrossref
2023

Pelatihan Berpikir Komputasional untuk Peningkatan Kompetensi Guru Telkom Schools sebagai Bagian dari Gerakan PANDAI

I-Com Indonesian Community Journal article DOI 10.33379/icom.v3i3.2988 0 citations Openalex
2023

Refining Human 3D Reconstruction from 2D Images

2023 3rd International Conference on Intelligent Cybernetics Technology & Applications (ICICyTA) conference-paper DOI 10.1109/icicyta60173.2023.10428991 1 citations OpenalexCrossref
2022
2022

Pose-Based Gait Analysis for Diagnosis of Parkinson’s Disease

Algorithms article DOI 10.3390/a15120474 23 citations OpenalexCrossref
2022

ProtTrans-Glutar: Incorporating Features From Pre-trained Transformer-Based Models for Predicting Glutarylation Sites

Frontiers in Genetics article DOI 10.3389/fgene.2022.885929 19 citations OpenalexCrossref
2021

Machine Learning Algorithms for Predicting Chronic Obstructive Pulmonary Disease from Gene Expression Data with Class Imbalance

Proceedings of the 14th International Joint Conference on Biomedical Engineering Systems and Technologies conference-paper DOI 10.5220/0010316501480153 7 citations OpenalexCrossref
2021

The Enrichment of Texture Information to Improve Optical Flow for Silhouette Image

International Journal of Advanced Computer Science and Applications article DOI 10.14569/ijacsa.2021.0120253 1 citations OpenalexCrossref
2020

Classification of Brainwaves for Sleep Stages by High-Dimensional FFT Features from EEG Signals

Applied Sciences article DOI 10.3390/app10051797 79 citations OpenalexCrossref
2020

Cross Entropy Based Sparse Logistic Regression to Identify Phenotype-Related Mutations in Methicillin-Resistant Staphylococcus aureus

Journal of Biomedical Science and Engineering article DOI 10.4236/jbise.2020.137016 1 citations OpenalexCrossref
2019

Applying Deep Learning Models to Action Recognition of Swimming Mice with the Scarcity of Training Data

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies conference-paper DOI 10.5220/0007567602700275 1 citations OpenalexCrossref
2019

Applying Deep Learning Models to Mouse Behavior Recognition

Journal of Biomedical Science and Engineering article DOI 10.4236/jbise.2019.122012 21 citations Openalex
2019

Clustering and Classification of Breathing Activities by Depth Image from Kinect

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies conference-paper DOI 10.5220/0007567502640269 5 citations OpenalexCrossref
2019

On the Problem about Optical Flow Prediction for Silhouette Image

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies conference-paper DOI 10.5220/0007572302890293 4 citations OpenalexCrossref
2019

Pengantar Machine Learning

article 14 citations Openalex
2019
2019

Prediction of Subnuclear Location for Nuclear Protein

Proceedings of the 12th International Joint Conference on Biomedical Engineering Systems and Technologies conference-paper DOI 10.5220/0007570502760280 1 citations OpenalexCrossref
2018

Improved Protein Phosphorylation Site Prediction by a New Combination of Feature Set and Feature Selection

Journal of Biomedical Science and Engineering article DOI 10.4236/jbise.2018.116013 12 citations OpenalexCrossref
2018

Improving Protein Sequence Classification Performance Using Adjacent and Overlapped Segments on Existing Protein Descriptors

Journal of Biomedical Science and Engineering article DOI 10.4236/jbise.2018.116012 5 citations OpenalexCrossref
13
RESEARCH IMPLEMENTATION

Projects

No linked project records are currently available.

14
INTELLECTUAL PROPERTY

Patents

No linked patent records are currently available.

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