Universitas Negeri Surabaya

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ERVIN YOHANNES

ERVIN YOHANNES

NIDN 0001079106 · SINTA ID 6893377

353
SINTA Score

Publikasi

A Data-Driven Framework Integrating Clustering and Classification for Fair Tuition Grouping (UKT) Prediction

Kinetik: Game Technology, Information System, Computer Network, Computing …, 2026

2026

Deep Learning Based Skincare Product Recommendation System Using a Wide & Deep Architecture

Journal of Artificial Intelligence and Data Science 2 (1), 13-23, 2026

2026

Employee Attrition Prediction Using Temporal Convolutional Network (TCN) on HR Time Series Dataset to Support Employee Retention Strategies

Journal of Informatics and Computer Science (JINACS) 7 (04), 999-1004, 2026

2026

Faster R-CNN-Based Deep Q-Network for Smart Traffic Light Control

Journal of Informatics and Computer Science (JINACS) 7 (04), 983-988, 2026

2026

Image Captioning Using an InceptionV3 Encoder and a Vanilla Transformer Decoder on the Flickr30k Dataset

Journal of Informatics and Computer Science (JINACS), 49-56, 2026

2026

Fatigue Detection Based on Facial Expressions Using ResNet50 with Grad-CAM Visualization

Journal of Informatics and Computer Science (JINACS), 68-73, 2026

2026

The Web-Based Birth Certificate Validity Information System for Disdukcapil Magetan Services

Journal of Informatics and Computer Science (JINACS), 96-100, 2026

2026

Machine Learning-Based Land Cover Change Analysis in Surabaya Using Google Earth Engine

Journal of Informatics and Computer Science (JINACS), 106-115, 2026

2026

Evaluation Of The Buku Pokok Pemakaman Application In Supporting Smart Governance Using The System Usability Scale (SUS)(A Case Study At The Department Of Population And Civil …

Journal of Informatics and Computer Science (JINACS), 120-129, 2026

2026

Performance Analysis YOLO11n Model for Chili Leaf Diseases Detection

JIEET (Journal of Information Engineering and Educational Technology) 10 (01 …, 2026

2026

Enhancing Thesis Reference Recommendation Using Multilingual BERT

E3S Web of Conferences 736, 03020, 2026

2026

Penerapan Deep Learning untuk Pengenalan Aktivitas Manusia Secara Non-Intrusif Menggunakan Wi-Fi Channel State Information

Repeater: Publikasi Teknik Informatika dan Jaringan 4 (1), 69-79, 2026

2026

EVALUATING THE EFFECTIVENESS OF DEEP LEARNING MODELS FOR CHEST X-RAY IMAGE CLASSIFICATION

ITEGAM-JETIA 12 (58), 732-740, 2026

2026

Analysis of the application of machine learning algorithms for classification of toddler nutritional status based on anthropometric data

Indonesian Journal of Electronics, Electromedical Engineering, and Medical …, 2025

2025

A Performance Comparison of LSTM and GRU Architectures for Forecasting Daily Bitcoin Price Volatility

JIEET (Journal of Information Engineering and Educational Technology) 9 (2 …, 2025

2025

Comparative Analysis of Traditional Machine Learning Models (SVM, KNN, and Linear Regression) for KSE 100 Stock Price Forecasting

Journal of Informatics and Computer Science (JINACS) 7 (02), 546-553, 2025

2025

Optimizing UKT Prediction Based on Socio-Economic Features: A Multimodel Evaluation with Feature Selection Srategies

Jurnal Ilmiah Edutic: Pendidikan dan Informatika 12 (2), 130-140, 2025

2025

Hybrid Autoencoder Architectures with LSTM and GRU Layers for Bitcoin Price Prediction

Indonesian Journal of Electronics, Electromedical Engineering, and Medical …, 2025

2025

Pre-Trained Convolutional Neural Network Benchmark For Multi-Class Weather Modeling

Journal of Informatics and Computer Science (JINACS) 7 (02), 348-354, 2025

2025

Forecasting Stock Prices with Sequential Deep Learning: A Long Short-Term Memory Approach

2025 Eight International Conference on Vocational Education and Electrical …, 2025

2025

Edge AI-Based Detection for Defective Coffee Beans Using Deep Learning and Streamlit Framework

IEEE Access 13, 67977-67992, 2025

2025

A COMPARATIVE STUDY OF SUPERVISED FEATURE SELECTION METHODS FOR PREDICTING UANG KULIAH TUNGGAL (UKT) GROUPS

J-Icon: Jurnal Komputer dan Informatika 13 (2), 68-76, 2025

2025

Semantic Segmentation Using the U-Net Architecture on Monocular Datasets

Journal of Informatics and Computer Science (JINACS) 7 (01), 37-42, 2025

2025

Hyperparameter Analysis of Adam-Optimized Deep Transfer Learning for Indonesian Banknote-Denomination Recognition

Journal of Hunan University Natural Sciences 52 (5), 2025

2025

Explainable Artificial Intelligence (XAI) for Identification of Using Obesity Factors Hybrid Artificial Neural Network Approach and SHapley Additive exPlanations

JIEET (Journal of Information Engineering and Educational Technology) 9 (1 …, 2025

2025

Indonesia Traffic Sign Recognition Using a One-Stage Detector YOLOv8

2024 Seventh International Conference on Vocational Education and Electrical …, 2024

2024

Educational Training on Business Management Using Web-Based Applications with Cryptocurrency Integration

2024 Seventh International Conference on Vocational Education and Electrical …, 2024

2024

Traffic Sign Recognition Using Detector-Based Deep Learning Method

Indonesian Journal of Engineering and Technology (INAJET) 7 (1), 1-6, 2024

2024

Image Classification of Wounds Using a Hybrid Approach between Active Contour and Decision Tree

Jurnal Komputer, Informasi Teknologi, dan Elektro 9 (2), 2024

2024

Pemanfaatan Canva AI Guna Meningkatkankan Kreatifitas Guru dalam Mengembangkan Media Pembelajaran di SMP Negeri 1 Pagerwojo

Jurnal Lintas Karsa 1 (1), 34-42, 2024

2024

An Improved Speed Estimation Using Deep Homography Transformation Regression Network on Monocular Videos

IEEE Access 11, 5955 - 5965, 2023

2023

Domain Adaptation Deep Attention Network for Automatic Logo Detection and Recognition in Google Street View

IEEE Access 9, 102623-102635, 2021

2021

Conference Schedule

2020

ICVEE 2025 ORGANIZING COMMITTE

2020

Robot Eye: Automatic Object Detection and Recognition Using Deep Attention Network to Assist Blind People

2020 International Conference on Pervasive Artificial Intelligence (ICPAI …, 2020

2020

Welcome Message from the General Chair

2020

Usk-Coffee: A Novel Dataset and Deep Learning Benchmark Fordefect Coffee Bean Detection

Available at SSRN 4863638

2020

Virtual reality in puppet game using depth sensor of gesture recognition and tracking

J Comput 31 (5), 89-98, 2020

2020

Content-aware video analysis to guide visually impaired walking on the street

International Visual Informatics Conference, 3-13, 2019

2019

Pelacakan Gerakan Tangan berbasis Kinect untuk Mengembangkan Teater Wayang kulit.

Universitas Brawijaya, 2019

2019

Clustering of Human Hand on Depth Image Using DBSCAN Method

Journal of Information Technology and Computer Science 4 (2), 177-184, 2019

2019

Building segmentation of satellite image based on area and perimeter using region growing

Indonesian Journal of Electrical Engineering and Computer Science 3 (3), 579-585, 2016

2016

Penentuan Upah Minimum Kota Berdasarkan Tingkat Inflasi Menggunakan Backpropagation Neural Network (BPNN)

Jurnal Teknologi Informasi dan Ilmu Komputer 2 (1), 34-40, 2015

2015

PENGENALAN SIDIK JARI (FINGERPRINT RECOGNITION) DENGAN METODE HIDDEN MARKOV MODEL (HMM)

Universitas Brawijaya, 2013

2013