발행물

전체 논문

78

11

Integrating ensemble learning and meta bagging techniques for temperature-specific State of Health prediction in Lithium-ion Batteries
변영철, 사디카, 김지수
ENERGY REPORTS, 202412

12

GAN-based synthetic time-series data generation for improving prediction of demand for electric vehicles
변영철, 데바프리야, 수바지
EXPERT SYSTEMS WITH APPLICATIONS, 202411

13

Enhancing Early-Stage Diabetic Retinopathy Detection Using a Weighted Ensemble of Deep Neural Networks
김지수, Kinza Nazir, 변영철
IEEE ACCESS, 202408

14

Detecting Anomaly Classification Using PCA-Kmeans and Ensembled Classifier for Wind Turbines
변영철, 프린스
IEEE Open Access Journal of Power and Energy, 202408

15

Multi-Directional Long-Term Recurrent Convolutional Network for Road Situation Recognition
길준민, Cyreneo Dofitas Jr, 변영철
SENSORS, 202407

16

Early Detection of Multiclass Skin Lesions Using Transfer Learning-Based IncepX-Ensemble Model
길준민, Subhajit Chatterjee, 변영철
IEEE ACCESS, 202407

17

A Study on Sugar Content Improvement and Distribution Flow Response through Citrus Sugar Content Prediction Based on the PyCaret Library
변영철, 김용준, 이상준
HORTICULTURAE, 202406

18

Enhanced Sentiment Analysis and Topic Modeling During the Pandemic Using Automated Latent Dirichlet Allocation
변영철, 킨자
IEEE ACCESS, 202406

19

A Review of machine learning techniques for wind turbine`s fault detection, diagnosis, and prognosis
프린스, 변영철
INTERNATIONAL JOURNAL OF GREEN ENERGY, 202405

20

Brain tumor detection with integrating traditional and computational intelligence approaches across diverse imaging modalities - Challenges and future directions
변영철, 암린
COMPUTERS IN BIOLOGY AND MEDICINE, 202404