Author

Ying-Lei Lin

Institutions: National Chi Nan University, National Chin-Yi University of Technology

Observed institutions: National Chi Nan University, National Chin-Yi University of Technology

ORCID: 0000-0002-3615-6352

Observed ORCID: 0000-0002-3615-6352

OpenAlex ID: A5009809470

Tree-Based Machine Learning Models with Optuna in Predicting Impedance Values for Circuit Analysis

2023 · Jung-Pin Lai, Ying-Lei Lin, et al. · Micromachines · 86

Using Deep Learning Techniques in Forecasting Stock Markets by Hybrid Data with Multilingual Sentiment Analysis

2022 · Ying-Lei Lin, Chi-Ju Lai, et al. · Electronics · 53

The Use of Machine Learning Models with Optuna in Disease Prediction

2024 · Li-Hsing Lai, Ying-Lei Lin, et al. · Electronics · 47

Using Medical Data and Clustering Techniques for a Smart Healthcare System

2023 · Wen-Chieh Yang, Jung-Pin Lai, et al. · Electronics · 45

Forecasting Hotel Room Occupancy Using Long Short-Term Memory Networks with Sentiment Analysis and Scores of Customer Online Reviews

2021 · Yu-Ming Chang, Chieh-Huang Chen, et al. · Applied Sciences · 42

Forecasting Corporate Financial Performance Using Deep Learning with Environmental, Social, and Governance Data

2025 · Wan-Lu Hsu, Ying-Lei Lin, et al. · Electronics · 32

Support Vector Machines with Hyperparameter Optimization Frameworks for Classifying Mobile Phone Prices in Multi-Class

2025 · You-Jeng Chang, Ying-Lei Lin, et al. · Electronics · 23

Forecasting inflation rates be extreme gradient boosting with the genetic algorithm

2022 · Yu-Shan Li, Ping-Feng Pai, et al. · Journal of Ambient Intelligence and Humanized Computing · 15

RLC Circuit Forecast in Analog IC Packaging and Testing by Machine Learning Techniques

2022 · Jung-Pin Lai, Ying-Lei Lin, et al. · Micromachines · 10

Forecasting Flower Prices by Long Short-Term Memory Model with Optuna

2024 · Chieh-Huang Chen, Ying-Lei Lin, et al. · Electronics · 6

Machine Learning-Based Models for Identifying Learning Disabilities

2026 · Wun-Tsong Chaou, Yu-Hui Liu, et al. · Electronics · 1

Deep Learning-Based Detection of Scaphoid Fractures on Anteroposterior Wrist Radiographs

2026 · Chung-Ming Chen, Chung-Hui Lin, et al. · Electronics

A Vision Transformer Model with Hyperparameter Optimization for Oral Cancer Image Classification

2026 · Chun-Tai Huang, Ying-Lei Lin, et al. · Electronics

Machine Learning in Integrated Circuit Substrate Electrical Test (IMPACT 2023)

2023 · Jung-Pin Lai, Ying-Lei Lin, et al. · International Microsystems, Packaging, Assembly and Circuits Technology Conference

Works count: 14

Citation count: 360

H-index: 9

I10-index: 9