발행물

전체 논문

78

61

IncepX-Ensemble: Performance Enhancement Based on Data Augmentation and Hybrid Learning for Recycling Transparent PET Bottles
변영철, 수바지, 데바프리야
IEEE ACCESS, 202205

62

Enhancement of Image Classification Using Transfer Learning and GAN-Based Synthetic Data Augmentation
변영철, 김용운, 수바지, 데바프리야
MATHEMATICS, 202205

63

High-Movement Human Segmentation in Video Using Adaptive N-Frames Ensemble
김용운, Dalia Dominic, 한동석, Sibu Cyriac, 변영철
CMC-COMPUTERS MATERIALS & CONTINUA, 202205

64

Agent-Based Recommendation in E-Learning Environment Using Knowledge Discovery and Machine Learning Approaches
제이납, 변영철
MATHEMATICS, 202204

65

Optimal Photovoltaic Panel Direction and Tilt Angle Prediction Using Stacking Ensemble Learning
변영철, 프린스, 이상준
FRONTIERS IN ENERGY RESEARCH, 202204

66

A Hybrid VDV Model for Automatic Diagnosis of Pneumothorax Using Class-Imbalanced Chest X-Rays Dataset
변영철, TAHIRA IQBAL, ARSLAN SHAUKAT, ABDUL WAHAB MUZAFFAR, ZARTASHA MUSTANSAR, MUHAMMAD USMAN AKRAM
IEEE ACCESS, 202203

67

Machine Learning-Based Analysis of Cryptocurrency Market Financial Risk Management
변영철, 제이납
IEEE ACCESS, 202203

68

Lithium-Ion Battery Estimation in Online Framework Using Extreme Gradient Boosting Machine Learning Approach
이상준, 제이납, 변영철, 사디카
MATHEMATICS, 202203

69

Generative Adversarial Networks for Creating Synthetic Nucleic Acid Sequences of Cat Genome
김미령, 변영철, 데바프리야
INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 202203

70

Reduction of Online Fraudulent Activities in Freelancing Sites Using Blockchain and Biometric
변영철, 암린
ELECTRONICS, 202203