Che-Cheng Chang、 Tzu-Chi Liu、 Chi-Jie Lu、 Hou-Chang Chiu、 Wei-Ning Lin，「Explainable machine learning model for identifying key gut microbes and metabolites biomarkers associated with myasthenia gravis」
，Computational and Structural Biotechnology Journal，<23>卷，<->期(2024-12-01)：1572-1583(SCI)
Ming-Shu Chen、 Tzu-Chi Liu、 Mao-Jhen Jhou、 Chih-Te Yang、 Chi-Jie Lu，「Analyzing Longitudinal Health Screening Data with Feature Ensemble and Machine Learning Techniques: Investigating Diagnostic Risk Factors of Metabolic Syndrome for Chronic Kidney Disease Stages 3a to 3b」
，Diagnostics，<14>卷，<8>期(2024-04-17)：825(SCI)
Wei-Jen Chen、 Chi-Jie Lu、 Pei-Ti Hsu、 Chih-Te Yang，「Research on an Optimal Maintenance and Inventory Model Based on Carbon Tax Policy」
，Processes，<12>卷，<3>期(2024-03-17)：599(SCI)
Chih-Te Yang、 Ming Gu、 Tian-Shyug Lee、 Chi-Jie Lu，「Multistage global supply chain inventory model with the impact of carbon tariffs for deteriorating items」
，Journal of Industrial and Management Optimization，<20>卷，<3>期(2024-03-01)：1271-1295(SCI)
Tzu-En Wu、 Jun-Wei Chen、 Tzu-Chi Liu、 Chieh-Han Yu、 Mao-Jhen Jhou、 Chi-Jie Lu，「Identifying and Exploring the Impact Factors for Intraocular Pressure Prediction in Myopic Children with Atropine Control Utilizing Multivariate Adaptive Regression Splines」
，Journal of Personalized Medicine，<14>卷，<1>期(2024-01-22)：125(SCI)
Ting-Jen Chan、 Tian-Shyug Lee、 Chih-Te Yang、 Chi-Jie Lu，「A ternary-frequency cryptocurrency price prediction scheme by ensemble of clustering and reconstructing intrinsic mode functions based on CEEMDAN」
，Expert Systems with Applications，<233>卷，<->期(2023-12-15)：121008(SCI)
Che-Cheng Chang、 Jiann-Horng Yeh、 Hou-Chang Chiu、 Tzu-Chi Liu、 Yen-Ming Chen、 Mao-Jhen Jhou、 Chi-Jie Lu，「Assessing the length of hospital stay for patients with myasthenia gravis based on the data mining MARS approach」
，Frontiers in Neurology，<14>卷，<->期(2023-12-14)：1283214(SCI)
Hung-Hsiang Huang、 Chi-Jie Lu、 Mao-Jhen Jhou、 Tzu-Chi Liu、 Chih-Te Yang、 Shang-Ju Hsieh、 Wen-Jen Yang、 Hsiao-Chun Chang、 Ming-Shu Chen，「Using a Decision Tree Algorithm Predictive Model for Sperm Count Assessment and Risk Factors in Health Screening Population」
，Risk Management and Healthcare Policy，<16>卷，<->期(2023-11-16)：2469—2478(SCI)
Ming-Hsien Tsai、 Mao-Jhen Jhou、 Tzu-Chi Liu、 Yu-Wei Fang、 Chi-Jie Lu，「An integrated machine learning predictive scheme for longitudinal laboratory data to evaluate the factors determining renal function changes in patients with different chronic kidney disease stages」
，Frontiers in Medicine，<10>卷，<->期(2023-10-04)：1155426(SCI)
Che-Cheng Chang、 Tzu-Chi Liu、 Chi-Jie Lu、 Hou-Chang Chiu、 Wei Ning Lin，「Machine learning strategy for identifying altered gut microbiomes for diagnostic screening in myasthenia gravis」
，Frontiers in Microbiology，<14>卷，<->期(2023-09-27)：1227300(SCI)
Jeffrey Sun、 Cheuk-Kay Sun、 Yun-Xuan Tang、 Tzu-Chi Liu、 Chi-Jie Lu，「Application of SHAP for Explainable Machine Learning on Age-Based Subgrouping Mammography Questionnaire Data for Positive Mammography Prediction and Risk Factor Identification」
，Healthcare，<11>卷，<14>期(2023-07-11)：2000(SSCI)
Tian-Shyug Lee、 Chi-Jie Lu，「Health Informatics: The Foundations of Public Health」
，Healthcare，<11>卷，<6>期(2023-03-08)：798(SSCI)
Hung-Hsiang Huang、 Shang-Ju Hsieh、 Ming-Shu Chen、 Mao-Jhen Jhou、 Tzu-Chi Liu、 Hsiang-Li Shen、 Chih-Te Yang、 Chung-Chih Hung、 Ya-Yen Yu、 Chi-Jie Lu，「Machine Learning Predictive Models for Evaluating Risk Factors Affecting Sperm Count: Predictions Based on Health Screening Indicators」
，Journal of Clinical Medicine，<12>卷，<3>期(2023-02-03)：1220(SCI)
Yung-Chuan Huang、 Yu-Chen Cheng、 Mao-Jhen Jhou、 Mingchih Chen、 Chi-Jie Lu，「Integrated Machine Learning Decision Tree Model for Risk Evaluation in Patients with Non-Valvular Atrial Fibrillation When Taking Different Doses of Dabigatran」
，International Journal of Environmental Research and Public Health，<20>卷，<3>期(2023-01-29)：2359(SSCI)
Mao-Jhen Jhou、 Ming-Shu Chen、 Tian-Shyug Lee、 Chih-Te Yang、 Yen-Ling Chiu、 Chi-Jie Lu，「A Hybrid Risk Factor Evaluation Scheme for Metabolic Syndrome and Stage 3 Chronic Kidney Disease Based on Multiple Machine Learning Techniques」
，Healthcare，<10>卷，<12>期(2022-12-09)：2496(SSCI)
Chi-Jie Lu、 Wen-Chin Chou、 Chun-Chi Yang，「Prediction of Dynamic Job Performance in Human Resource Management Using a Hybrid Data Mining Scheme-A Case of the Fast Fashion Industry」
，International Journal of Information and Management Sciences，<33>卷，<4>期(2022-12-01)：333 - 352(Scopus)
Chi-Jie Lu、 Ming Gu、 Tian-Shyug Lee、 Chih-Te Yang，「Integrated multistage supply chain inventory model of multiple retailers with imperfect production and inspection systems」
，Soft Computing，<26>卷，<->期(2022-11-01)：12057–12075(SCI)
Ming Gu、 Chi-Jie Lu、 Tian-Shyug Lee、 Hsiu-Mei Lee、 Chih-Te Yang，「Effects of Carbon Tariffs on Optimal Production-Inventory Decisions for Deteriorating Items under Carbon Tax Policy」
，International Journal of Information and Management Sciences，<33>卷，<3>期(2022-09-01)：P183 - 200(Scopus)
Chi-Jie Lu、 Ming Gu、 Tian-Shyug Lee、 Chih-Te Yang，「Impact of carbon emission policy combinations on the optimal production-inventory decisions for deteriorating items」
，Expert Systems with Applications，<201>卷，<->期(2022-09-01)：117234(SCI)
C.-C. Chang、 C.-J. Lu、 C.-T. Yang，「Multistage supply chain production-inventory model with collaborative preservation technology investment」
，Scientia Iranica，<29>卷，<4>期(2022-08-31)：2099-2114(SCI)
Pen-Chih Liao、 Ming-Shu Chen、 Mao-Jhen Jhou、 Tsan-Chi Chen、 Chih-Te Yang、 Chi-Jie Lu，「Integrating Health Data-Driven Machine Learning Algorithms to Evaluate Risk Factors of Early Stage Hypertension at Different Levels of HDL and LDL Cholesterol」
，Diagnostics，<12>卷，<8>期(2022-08-14)：1965(SCI)
Cheuk-Kay Sun、 Yun-Xuan Tang、 Tzu-Chi Liu、 Chi-Jie Lu，「An Integrated Machine Learning Scheme for Predicting Mammographic Anomalies in High-Risk Individuals Using Questionnaire-Based Predictors」
，International Journal of Environmental Research and Public Health，<19>卷，<15>期(2022-08-08)：9756(SSCI)
Li-Ying Huang、 Fang-Yu Chen、 Mao-Jhen Jhou、 Chun-Heng Kuo、 Chung-Ze Wu、 Chieh-Hua Lu、 Yen-Lin Chen、 Dee Pei、 Yu-Fang Cheng、 Chi-Jie Lu，「Comparing Multiple Linear Regression and Machine Learning in Predicting Diabetic Urine Albumin–Creatinine Ratio in a 4-Year Follow-Up Study」
，Journal of Clinical Medicine，<11>卷，<13>期(2022-07-01)：3661(SCI)
Yan-Kuen Wu、 Yen-Chiao Angel Lu、 Chi-Jie Lu、 Chih Cheng Sun，「Using Different Machine Learning Techniques to Predict Recurrent Breast Cancer at Young Age」
，Journal of Quality，<29>卷，<3>期(2022-06-30)：196-207(Scopus)
Yung-Chuan Huang、 Yu-Chen Cheng、 Mao-Jhen Jhou、 Mingchih Chen、 Chi-Jie Lu，「Important Risk Factors in Patients with Nonvalvular Atrial Fibrillation Taking Dabigatran Using Integrated Machine Learning Scheme—A Post Hoc Analysis」
，Journal of Personalized Medicine，<12>卷，<5>期(2022-05-06)：756(SCI)
Litz Huang、 Suh-Woan Hu、 Chi-Jie Lu、 Chi-Chang Chang、 Gin-Den Chen、 Soo-Cheen Ng，「The three-year evolution of overactive bladder syndrome in community-dwelling female residents aged 40 years and above」
，Taiwanese Journal of Obstetrics and Gynecology，<61>卷，<3>期(2022-05-01)：479-484(SCI)
Hsiu-Chang Tsao、 Chi-Jie Lu，「Assessing the Impact of Aviation Noise on Housing Prices Using New Estimated Noise Value: The Case of Taiwan Taoyuan International Airport」
，Sustainability，<14>卷，<3>期(2022-02-01)：1713(SCI)
Ting-Jen Chang、 Samantha Lee、 Jonathan Lee、 Chi-Jie Lu，「An Interval-Valued Time Series Forecasting Scheme With Probability Distribution Features for Electric Power Generation Prediction」
，IEEE Access，<10>卷，<->期(2022-01-20)：6417-6429(SCI)
Che-Cheng Chang、 Jiann-Horng Yeh、 Hou-Chang Chiu、 Mao-Jhen Jhou、 Tzu-Chi Liu、 Chi-Jie Lu，「Utilization of Decision Tree Algorithms for Supporting the Prediction of Intensive Care Unit Admission of Myasthenia Gravis: A Machine Learning-Based Approach」
，Journal of Personalized Medicine，<12>卷，<1>期(2022-01-02)：32(SCI)
Chi-Chang Chang、 Tse-Hung Huang、 Pei-Wei Shueng、 Ssu-Han Chen、 Chun-Chia Chen、 Chi-Jie Lu、 Yi-Ju Tseng，「Developing a Stacked Ensemble-Based Classification Scheme to Predict Second Primary Cancers in Head and Neck Cancer Survivors」
，International Journal of Environmental Research and Public Health，<18>卷，<23>期(2021-11-27)：12499(SSCI)
Yen-Ling Chiu、 Mao-Jhen Jhou、 Tian-Shyug Lee、 Chi-Jie Lu、 Ming-Shu Chen，「Health Data-Driven Machine Learning Algorithms Applied to Risk Indicators Assessment for Chronic Kidney Disease」
，Risk Management and Healthcare Policy，<2021>卷，<14>期(2021-10-27)：4401—4412(SCI)
Che-Cheng Chang、 Jiann-Horng Yeh、 Yen-Ming Chen、 Mao-Jhen Jhou、 Chi-Jie Lu，「Clinical Predictors of Prolonged Hospital Stay in Patients with Myasthenia Gravis: A Study Using Machine Learning Algorithms」
，Journal of Clinical Medicine，<10>卷，<19>期(2021-09-26)：4393(SCI)
Chao-Wei Wu、 Hsiang-Li Shen、 Chi-Jie Lu、 Ssu-Han Chen、 Hsin-Yi Chen，「Comparison of Different Machine Learning Classifiers for Glaucoma Diagnosis based on Spectralis OCT」
，Diagnostics，<11>卷，<9>期(2021-09-19)：1718(SCI)
I-Fei Chen、 Chi-Jie Lu，「Demand Forecasting for Multichannel Fashion Retailers by Integrating Clustering and Machine Learning Algorithms」
，Processes，<9>卷，<9>期(2021-09-03)：1578(SCI)
Chi-Jie Lu、 Tian-Shyug Lee、 Chien-Chih Wang、 Wei-Jen Chen，「Improving Sports Outcome Prediction Process Using Integrating Adaptive Weighted Features and Machine Learning Techniques」
，Processes，<9>卷，<9>期(2021-09-01)：1563(SCI)
Wei-Jen Chen、 Mao-Jhen Jhou、 Tian-Shyug Lee、 Chi-Jie Lu，「Hybrid Basketball Game Outcome Prediction Model by Integrating Data Mining Methods for the National Basketball Association」
，Entropy，<23>卷，<4>期(2021-04-17)：477(SCI)
Ming Gu、 Chia-Chen Liu、 Chi-Chieh Hsu、 Chi-Jie Lu、 Tian-Shyug Lee、 Mingchih Chen、 Chien-Chang Ho，「Associations of sleep duration with physical fitness performance and self-perception of health: a cross-sectional study of Taiwanese adults aged 23-45」
，BMC Public Health，<21>卷(2021-03-25)：594(SCI)
Ming Gu、 Chi-Jie Lu、 Tian-Shyug Lee、 Mingchih Chen、 Chih-Kuang Liu、 Ching-Lin Chen，「Prevalence and Risk Factors of Metabolic Syndrome among the Homeless in Taipei City: A Cross-Sectional Study」
，International Journal of Environmental Research and Public Health，<18>卷，<4>期(2021-02-10)：1716(SSCI)
Tzu-En Wu、 Hsin-An Chen、 Mao-Jhen Jhou、 Yen-Ning Chen、 Ting-Jen Chang、 Chi-Jie Lu，「Evaluating the Effect of Topical Atropine Use for Myopia Control on Intraocular Pressure by Using Machine Learning」
，Journal of Clinical Medicine，<10>卷，<1>期(2020-12-30)：111(SCI)
Chi-Jie Lu、 Chih-Te Yang、 Hsiu-Feng Yen，「Stackelberg game approach for sustainable production-inventory model with collaborative investment in technology for reducing carbon emissions」
，Journal of Cleaner Production，<270>卷(2020-10-10)：121963(SCI)
Chi-Jie Lu、 Tian-Shyug Lee、 Ming Gu、 Chih-Te Yang，「A Multistage Sustainable Production–Inventory Model with Carbon Emission Reduction and Price-Dependent Demand under Stackelberg Game」
，Applied Sciences，<10>卷，<14>期(2020-07-16)：4878(SCI)
Chin-Chuan Shih、 Chi-Jie Lu、 Gin-Den Chen、 Chi-Chang Chang，「Risk Prediction for Early Chronic Kidney Disease: Results from an Adult Health Examination Program of 19,270 Individuals」
，International Journal of Environmental Research and Public Health，<17>卷，<14>期(2020-07-10)：4973(SSCI)
Tian-Shyug Lee、 I-Fei Chen、 Ting-Jen Chang、 Chi-Jie Lu，「Forecasting Weekly Influenza Outpatient Visits Using a Two-Dimensional Hierarchical Decision Tree Scheme」
，International Journal of Environmental Research and Public Health，<17>卷，<13>期(2020-07-01)：4743(SSCI)
Chi-Chieh Hsu、 Ming Gu、 Tian-Shyug Lee、 Chi-Jie Lu，「The Effects of Daily Sleep Condition on Performances of Physical Fitness among Taiwanese Adults: A Cross-Sectional Study」
，International Journal of Environmental Research and Public Health，<17>卷，<6>期(2020-03-15)：1907(SSCI)
Wen-Chien Ting、 Horng-Rong Chang、 Chi-Chang Chang、 Chi-Jie Lu，「Developing a Novel Machine Learning-Based Classification Scheme for Predicting SPCs in Colorectal Cancer Survivors」
，Applied Sciences，<10>卷，<4>期(2020-02-17)：1355(SCI)
Chi-Chang Chang、 Chi-Jie Lu、 Chalong Cheewakriangkrai、 Su-Hsin Chang，「Computational Intelligence Technologies Meet Medical Informatics-From Prediction to Prognosis」
，Journal of Universal Computer Science，<24>卷，<6>期(2018-06-18)：662-664(SCI)
Yuehjen E. Shao、 Po-Yu Chang、 Chi-Jie Lu，「Applying Two-Stage Neural Network Based Classifiers to the Identification of Mixture Control Chart Patterns for an SPC-EPC Process」
，Complexity，<Volume 2017>卷(2017-10-22)：Article ID 2323082,(SCI)
I-Fei Chen、 Chi-Jie Lu，「Sales forecasting by combining clustering and machine-learning techniques for computer retailing」
，Neural Computing and Applications，<28>卷(2017-09-01)：2633-2647(SCI)
Chi-Jie Lu、 I-Fei Chen，「Identifying Important Predictor Variables for Computer Server Sales Using an Effective Hybrid Forecasting Technique」
，International Journal of Information and Management Science，<28>卷，<3>期(2017-09-01)：213-232(EI)
Chih-Jen Tseng、 Chi-Jie Lu、 Chi-Chang Chang、 Gin-Den Chen、 Chalong Cheewakriangkrai，「Integration of data mining classification techniques and ensemble learning to identify risk factors and diagnosis ovarian cancer recurrence」
，Artificial Intelligence in Medicine，<78>卷(2017-05-01)：47-54(SCI)
Chi-Jie Lu、 Ling-Jing Kao，「A clustering-based sales forecasting scheme by using extreme learning machine and ensembling linkage methods with applications to computer server」
，Engineering Applications of Artificial Intelligence，<55>卷(2016-10-01)：231-238(SCI)
Ling-Jing Kao、 Tian-Shyug Lee、 Chi-Jie Lu，「A multi-stage control chart pattern recognition scheme based on independent component analysis and support vector machine」
，Journal of Intelligent Manufacturing，<27>卷(2016-06-01)：653-66(SCI)
Chih-Jen Tseng、 Chi-Jie Lu、 Chi-Chang Chang、 Gin-Den Chen，「Application of machine learning to predict the recurrence-proneness for cervical cancer」
，Neural Computing and Applications，<24>卷(2014-05-01)：1311-131(SCI)
Yuehjen E. Shao、 Chi-Jie Lu、 Chia-Ding Hou，「Hybrid Soft Computing Schemes for the Prediction of Import Demand of Crude Oil in Taiwan」
，Mathematical Problems in Engineering，<Volume 2014>卷(2014-04-01)：Article ID 257947(SCI)
Chi-Jie Lu，「Sales Forecasting of Computer Products Based on Variable Selection Scheme and Support Vector Regression」
，Neurocomputing，<128>卷(2014-03-01)：491-499(SCI)
Chi-Jie Lu、 Yuehjen E. Shao、 Chin-Chan Li，「Recognition of concurrent control chart patterns by integrating ICA and SVM」
，Applied Mathematics & Information Sciences，<8>卷(2014-03-01)：681-689(SCI)
Chi-Jie Lu，「Hybridizing nonlinear independent component analysis and support vector regression with particle swarm optimization for stock index forecasting」
，Neural Computing and Applications，<23>卷(2013-12-1)：2417-2427(SCI)
Wensheng Dai、 Yuehjen E. Shao、 Chi-Jie Lu，「Incorporating feature selection method into support vector regression for stock index forecasting」
，Neural Computing and Applications，<23>卷(2013-11-1)：1551-1561(SCI)
Ling-Jing Kao、 Chih-Chou Chiu、 Chi-Jie Lu、 Chih-Hsiang Chang，「A hybrid approach by integrating wavelet-based feature extraction with MARS and SVR for stock index forecasting」
，Decision Support Systems，<54>卷(2013-02-01)：1228-1244(SCI)
Ling-Jing Kao、 Chih-Chou Chiu、 Chi-Jie Lu、 Jung-Li Yang，「Integration of nonlinear independent component analysis and support vector regression for stock price forecasting」
，Neurocomputing，<99>卷(2013-01-01)：534-542(SCI)
Chi-Jie Lu、 Yuehjen E. Shao，「Forecasting computer products sales by integrating ensemble empirical mode decomposition and extreme learning machine」
，Mathematical Problems in Engineering，<Volume 2012>卷(2012-12-1)：Article ID 831201(SCI)
Chi-Jie Lu、 Tian-Shyug Lee、 Chia-Mei Lian，「Sales forecasting for computer wholesalers: A comparison of multivariate adaptive regression splines and artificial neural networks」
，Decision Support Systems，<54>卷(2012-12-01)：584-596(SCI)
Yuehjen E. Shao、 Chi-Jie Lu、 Yu-Chiun Wang，「A hybrid ICA-SVM approach for determining the quality variables at fault in a multivariate process」
，Mathematical Problems in Engineering，<Vol. 2012>卷(2012-09-01)：Article ID 284910(SCI)
Chi-Jie Lu，「An independent component analysis-based disturbance separation scheme for statistical process monitoring」
，Journal of Intelligent Manufacturing，<23>卷(2012-06-01)：561-573(SCI)
Wensheng Dai、 Jui-Yu Wu、 Chi-Jie Lu，「Combining nonlinear independent component analysis and neural network for the prediction of Asian stock market indexes」
，Expert Systems with Applications，<39>卷(2012-03-01)：4444-4452(SCI)
Chi-Jie Lu、 Jui-Yu Wu，「An efficient CMAC neural network for stock index forecasting」
，Expert Systems with Applications，<38>卷(2011-12-01)：15194-15(SCI)
Chi-Jie Lu、 Yuehjen E Shao、 Bo-Shun Li，「Mixture control chart patterns recognition using independent component analysis and support vector machine」
，Neurocomputing，<74>卷，<11>期(2011-05-01)：1908-1914(SCI)
Ling-Jing Kao、 Chi-Jie Lu、 Chih-Chou Chiu，「Efficiency measurement using independent component analysis and data envelopment analysis」
，European Journal of Operational Research，<210>卷(2011-04-01)：310-317(SCI)
Chi-Jie Lu、 Yen-Wen Wang ，「Combining independent component analysis and growing hierarchical self-organizing maps with support vector regression in product demand forecasting」
，International Journal of Production Economics，<128>卷，<2>期(2010-12-01)：603-613(SCI)
Chi-Jie Lu，「Integrating independent component analysis-based denoising scheme with neural network for stock price prediction」
，Expert Systems with Applications，<37>卷，<10>期(2010-10-01)：7056-7064(SCI)
Chi-Jie Lu、 Tian-Shyug Lee、 Chih-Chou Chiu，「Financial time series forecasting using independent component analysis and support vector regression」
，Decision Support Systems，<47>卷(2009-05-01)：115-125(SCI)
Chi-Jie Lu、 Du-Ming Tsai，「Independent component analysis-based defect detection in patterned liquid crystal display surfaces」
，Image and Vision Computing，<28>期(2008-07-01)：955-970(SCI)
Chi-Jie Lu、 Chung-Min Wu、 Ching-Jui Keng、 Chih-Chou Chiu，「Integrating application of SPC/EPC/ICA and neural networks」
，International Journal of Production Research，<46>卷，<4>期(2008-02-01)：873-893(SCI)
Du-Ming Tsai、 Ping-Chieh Lin、 Chi-Jie Lu，「An independent component analysis based filter design for defect detection in low-contrast surface images」
，Pattern Recognition，<39>卷(2006-09-01)：1679-1694(SCI)
Tian-Shyug Lee、 Chih-Chou Chiu、 Y. C. Chou、 Chi-Jie Lu，「Mining the customer credit using classification and regression tree and multivariate adaptive regression splines」
，Computational Statistics & Data Analysis，<50>卷(2006-02-24)：1113-1130(SCI)
Chi-Jie Lu、 Du-Ming Tsai，「Automatic defect inspection for LCDs using singular value decomposition」
，International Journal of Advanced Manufacturing Technology，<25>卷(2005-01-01)：53-61(SCI)
Chi-Jie Lu、 Du-Ming Tsai，「Defect inspection of patterned TFT-LCDs using a fast sub-image based SVD」
，International Journal of Production Research，<42>卷(2004-10-15)：4331-435(SCI)
Tian-Shyug Lee、 Chih-Chou Chiu、 Chi-Jie Lu、 I- Fei Chen，「Credit scoring using hybrid neural discriminant technique」
，Expert Systems with Applications，<23>卷(2002-10-01)：245-254(SCI)
Ming-Shu Chen、 Hung-Hsiang Huang、 Shang-Ju Hsieh、 Hsiao-Chun Chang、 Chi-Jie Lu，「Predictive Model for Sperm Count Assessment and Risk Factors in Health Screening Population Using Machine Learning based Decision Tree Algorithm」
，2024 6th International Conference on BioMedical Technology (ICBMT 2024)，Ho Chi Minh，越南(Vietnam)，2024-02-23~2024-02-25
Tzu-Chi Liu、 Yi-Chen Lee、 Chih-Te Yang、 Chien-Chih Wang、 Chi-Jie Lu，「Predicting Patient Queue Length of Blood Collection Center During Peak Hours using Machine Learning-based Multi-step-ahead Forecasting Frameworks」
，29th International Symposium on Artificial Life and Robotics，Beppu，日本(Japan)，2024-01-24~2024-01-26
Chi-Jie Lu、 Dong-Ying Jiang、 Chih-Te Yang，「Applying particle swarm optimization algorithm to a multi-retailer supply chain inventory problem」
，29th International Symposium on Artificial Life and Robotics，Beppu，日本(Japan)，2024-01-24~2024-01-26
Andrew Sun、 Cheuk-Kay Sun、 Chi-Jie Lu、 Tzu-Chi Liu、 Jeffrey Sun，「Integrated Machine Learning Scheme for Prediction of Endoscopic Ultrasound-guided Gastrojejunostomy Outcome and Identification of Risk Factors」
，2023 First International Symposium on Medical Decision Science (ISMDS 2023)，Ulaanbaatar，蒙古(Mongo)，2023-08-27~2023-08-30
Jeffrey Sun、 Andrew Sun、 Cheuk-Kay Sun、 Tzu-Chi Liu、 Chi-Jie Lu，「Risk Factor Identification and Mammography Outcome Prediction using Interpretable Machine Learning via Shapley Additive exPlanation Framework」
，2023 First International Symposium on Medical Decision Science (ISMDS 2023)，Ulaanbaatar，蒙古(Mongo)，2023-08-27~2023-08-30
Tzu-Chi Liu、 Mao-Jhen Jhou、 Tian-Shyug Lee、 Chien-Chih Wang、 Hui-Chiung Lo、 Chih-Te Yang、 Chi-Jie Lu，「Prediction of Longitudinal Change of e-GFR in Patients with Chronic Kidney Disease Stage 2 by Using Machine Learning Algorithms」
，2023 6th International Conference on Healthcare Service Management，Kyoto，日本(Japan)，2023-05-12~2023-05-14
Yi-Chen Lee、 Ying-Lung Liao、 Chi-Jie Lu，「Applying machine learning multi-step forecasting framework to predict queue length of outpatient phlebotomy unit during peak hours」
，2023 6th International Conference on Healthcare Service Management (ICHSM 2023)，Kyoto，日本(Japan)，2023-05-12~2023-05-14
Tzu-Chi Liu、 Cheuk-Kay Sun、 Yun-Xuan Tang、 Chih-Te Yang、 Hui-Chiung Lo、 Chi-Jie Lu，「Identifying important risk factors in age subgroups for predicting breast cancer based on mammography questionnaire using machine learning algorithms」
，The 8th International Health Sciences and Management Conference，Trabzon，土耳其(Turkey)，2023-05-02~2023-05-06
Yi-Chen Lee、 Chi-Jie Lu、 Ming-Shu Chen，「Improve Outpatient Inspection Service Quality in Medical Center - Empirical Research on the Application of Medical Intelligent Technology」
，The 6th International Conference on Ambient Intelligence and Ergonomics in Asia，高雄，中華民國(R.O.C)，2022-11-18~2022-11-19
Ming-Shu Chen、 Pen-Chih Liao、 Mao-Jhen Jhou、 Chi-Jie Lu，「Health screening analysis to evaluate HDL and LDL cholesterol affected in the early stage of hypertension」
，The 35th World Congress of International Federation of Biomedical Laboratory Science (IFBLS)，Suwon，南韓(Republic of Korea)，2022-10-05~2022-10-09
Tzu-Chi Liu、 Mao-Jhen Jhou、 Chi-Jie Lu，「A Stepwise-Based Machine Learning Scheme to Discover Important Risk Factor Combinations for Colorectal Cancer Distant Recurrence」
，The 7th International Health Sciences and Management Conference，Isparta (webinar)，土耳其(Turkey)，2022-06-13~2022-06-18
Ming Gu、 Chi-Jie Lu、 Tian-Shyug Lee、 Hsiu-Mei Lee、 Chih-Te Yang，「Impact of Carbon Tariffs on Optimal Production-Inventory Decisions for Deteriorating Items」
，The 2022 International Conference in Management Sciences and Decision Making (ICMSDM 2022)，New Taipei City (webinar)，中華民國(R.O.C)，2022-05-28~2022-05-28
Tzu-Chi Liu、 Cheuk-Kay Sun、 Tian-Shyug Lee、 Chih-Te Yang、 Chi-Jie Lu，「Developing a Hybrid Machine Learning Scheme for Predicting Mammography Abnormal using Breast Cancer Screening Questionnaire-based features」
，2022 6th International Conference on Medical and Health Informatics，Kyoto (Webinar)，日本(Japan)，2022-05-13~2022-05-15
Cheuk-Kay Sun、 Tzu-Chi Liu、 Chi-Jie Lu，「Machine learning prediction of high risk individuals for mamographic anomalities using questionnaire-based demographic and obstetric/gynecological parameters」
，2021年統計學術研討會暨台日韓國際統計學術研討會，新北市，中華民國(R.O.C)，2021-12-10~2021-12-10
Yung-Chuan Huang、 Mao-Jhen Jhou、 Mingchih Chen、 Chi-Jie Lu，「Evaluating risk factors of patients with non-valvular atrial fibrillation when taking Dabigatran by using machine learning- a post-hoc analysis from the RE-LY database」
，2021年統計學術研討會暨台日韓國際統計學術研討會，新北市，中華民國(R.O.C)，2021-12-10~2021-12-10
Tzu-Chi Liu、 Chien-Chang Ho、 Hsiang-Li Shen、 Chi-Jie Lu，「A Hybrid Machine Learning Scheme for Analyzing the Relationship between Physical Fitness and Happiness of Adults in Taiwan」
，2021 中國工業工程學會年會暨學術研討會，台南市，中華民國(R.O.C)，2021-11-20~2021-11-20
Ming-Shu Chen、 Mao-Jhen Jhou、 Chi-Jie Lu、 Chung-Chih Hung，「The Health Check-Up Data-Analysis for Risk Assessment of Chronic Kidney Disease (CKD) in Taiwan」
，The 15th International Congress in Nursing Informatics (NI2021)，Webinar，澳大利亞(Australia)，2021-08-23~2021-09-02
Chi-Jie Lu、 Ming Gu、 Tian-Shyug Lee、 Chih-Te Yang，「A study on optimal production-inventory decisions for deteriorating items under different carbon emission policy combinations」
，The 2021 International Conference in Management Sciences and Decision Making (ICMSDM 2021)，New Taipei City，中華民國(R.O.C)，2021-07-17~2021-07-17
Hsiang-Li Shen、 Mao-Jhen Jhou、 Tian-Shyug Lee、 Wei-Jen Chen、 Fu-Jung Liu、 Chi-Jie Lu，「Using machine learning classification methods for predicting National Basketball Association outcome」
，2021 International Conference on Fintech, Medical Informatics and Data Analytics in Management and Innovation，New Taipei City(Webinar)，中華民國(R.O.C)，2021-06-05~2021-06-05
Hsiu Chang Tsao、 Chi-Jie Lu，「Evaluating the Impact of Aviation Noise on Airport Externality Using Hedonic Price Model - A Case Study of Taoyuan International Airport」
，2021 International Conference on Fintech, Medical Informatics and Data Analytics in Management and Innovation，New Taipei City(Webinar)，中華民國(R.O.C)，2021-06-05~2021-06-05
Ting Jen Chang、 Tian-Shyug Lee、 Chi-Jie Lu，「A Novel Forecasting Scheme by Integrating High-Frequency Information of Complete Ensemble Empirical Mode Decomposition with Adaptive Noise and Extreme Learning Machine」
，2021 International Conference on Fintech, Medical Informatics and Data Analytics in Management and Innovation，New Taipei City(Webinar)，中華民國(R.O.C)，2021-06-05~2021-06-05
Tzu-Chi Liu、 Mao-Jhen Jhou、 Chi-Jie Lu，「Applying Machine Learning Approaches to Predict the Recurrence-Proneness for Colorectal Cancer」
，The 6th International Health Sciences and Management Conference，Webinar，土耳其(Turkey)，2021-05-20~2021-05-22
Ching-Lin Chen、 Chi-Jie Lu、 Tian-Shyug Lee、 Mingchih Chen、 Chih-Kuang Liu、 Chih-Te Yang、 Ming Gu，「A cross-sectional study on the associations between obesity and prevalence of diseases among homeless adults in Taipei City」
，2021 International Conference on Medical and Health Informatics，Webinar，日本(Japan)，2021-05-14~2021-05-16
Mao-Jhen Jhou、 Tian-Shyug Lee、 Chi-Jie Lu、 Chih-Te Yang、 Chien-Chih Wang，「Using machine learning classification methods for predicting Hepatocellular carcinoma」
，2020 4th International Conference on Medical and Health Informatics，Webinar，日本(Japan)，2020-08-14~2020-08-16
Chih-Te Yang、 Ming Gu、 Chi-Jie Lu，「Forecasting intermittent demand by using an adaptive ensemble learning model based on distributed lag non-liner models and extreme learning machine」
，Asia-Pacific Conference on Business & Social Science，Nagoya，日本(Japan)，2020-01-20~2020-01-22
Ting-Jen Chang、 Tian-Shyug Lee、 Chi-Jie Lu，「Semiconductor Spot Price Prediction Using ES and ARIMA」
，The 6th East Asia Workshop on Industrial Engineering，Taipei，中華民國(R.O.C)，2019-11-20~2019-11-23
Mao-Jhen Jhou、 Chi-Jie Lu、 Chih-Te Yang、 Chien-Chih Wang，「Integrated data mining classification scheme for predicting recurrent endometrial cancer」
，2019 International Conference on Medical and Health Informatics，Xiamen，大陸地區(Mainland China)，2019-05-17
Ming Gu、 Chi-Jie Lu、 Michael T. S. Lee、 Chien-Chang Ho，「The effects of physical fitness and lifestyle on self-rated health」
，2019 International Conference on Medical and Health Informatics，Xiamen，大陸地區(Mainland China)，2019-05-17~2019-05-19
Chi-Jie Lu、 Chih-Te Yang、 Mao-Chen Chou，「Intermittent demand forecasting models by integrating distributed lag non-liner models and extreme learning machine」
，2nd International Conference on Entrepreneurship ,Management, E Commerce and Global Economy，Osaka，日本(Japan)，2019-01-24~2019-01-28
Tian-Shyug Lee、 Ming Gu、 Ming-Chih Chen、 Chi-Jie Lu、 Chih-Te Yang、 Chien-Chih Wang，「Impact of temperature variability on the incidence of acute cardiovascular disease in North Taiwan」
，2018 International Conference on Medical and Health Informatics，Tsukuba，日本(Japan)，2018-06-08~2018-06-10
Hui-Wen Lee、 Chi-Jie Lu，「Predicting patient volumes in the emergency department using an interval-valued forecasting scheme with support vector regression」
，2017 International Conference on Medical and Health Informatics，Taichung，中華民國(R.O.C)，2017-05-20~2017-05-22
Hui-Wen Lee, Chi-Jie Lu
，「The International Conference on Medical and Health Informatics 2017 (ICMHI 2017)Student Essay Competition-Excellent Essay」，CEBBS，106