Chi-Jie Lu、 Ting-Jen Chang、 Kuan-Wen Chen，「A deep feature distillation framework based on multilayer stacked decomposition and aggregation for high-volatility sequence prediction」
，Neurocomputing，<680>卷，<->期(2026-06-01)：133332(SCI)
Chi-Jie Lu、 Chih-Te Yang、 Dong-Ying Jiang、 Ming-Shu Chen，「Mathematical Modeling and Optimization of Sustainable Production–Inventory Systems Using Particle Swarm Algorithms」
，Mathematics，<13>卷，<24>期(2025-12-07)：3912(SCI)
徐沛緹、 王慧雯、 高國慶、 呂奇傑，「新聞專題報導與慈善募款關聯性之研究－以TVBS「分享愛無限」為例」
，Journal of Data Analysis，<20>卷，<4>期(2025-12-01)：1-20(各院認可之優良期刊)
Ming-Chang Li、 Yuh-Huey Chao、 Szu-Yuan Wu、 Chi-Jie Lu，「Refining postoperative quality metrics: risk factors for emergency department visits within 3 days after hemorrhoidectomy」
，Perioperative Medicine，<14>卷，<->期(2025-09-30)：97(SCI)
Jun-Wei Chen、 Hsin-An Chen、 Tzu-Chi Liu、 Tzu-En Wu、 Chi-Jie Lu，「The Potential of SHAP and Machine Learning for Personalized Explanations of Influencing Factors in Myopic Treatment for Children」
，Medicina，<61>卷，<1>期(2025-01-01)：16(SCI)
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)
Yung-Chuan Huang、 Tzu-Chi Liu、 Chi-Jie Lu，「Establishing a machine learning dementia progression prediction model with multiple integrated data」
，BMC Medical Research Methodology，<24>卷，<->期(2024-11-22)：288(SCI)
Chi-Jie Lu、 Ming Gu、 Chih-Te Yang、 Yen-Wen Wang、 De Rui Chen，「Imperfect Production–Inventory Models for Deteriorating Items With Carbon Cap-and-Trade Policy and Advance-Cash- Credit Payment」
，IEEE Access，<12>卷，<->期(2024-04-24)：66259-66280(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)
Wen-Chin Chou、 Chun-Chi Yang、 Chi-Jie Lu，「A Performance Key Features Analysis Model Based on Corporate Sustainability Micro-foundation and Machine Learning: An Empirical Study of the Fast Fashion Manufacturing Industry」
，International Journal of Information and Management Sciences，<35>卷，<1>期(2024-03-01)：21-44(Scopus)
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)
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)
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)
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)
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)
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)
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)
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)
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-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)
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、 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)
Tzu-Chi Liu、 Chun Chang、 Ming-Shu Chen、 Chih-Te Yang、 I-Fei Chen、 Chien-Chih Wang、 Chi-Jie Lu，「Predicting Patient Volume Anomalies in Outpatient Phlebotomy Units: A Multi Step Ahead Forecasting Framework」
，31st International Symposium on Artificial Life and Robotics，Beppu, Oita，日本(Japan)，2026-01-21~2026-01-23
Kuo-Ching Kao、 I-Fei Chen、 Pei-Rung Wen、 Wei-Jen Chen、 Chi-Jie Lu、 Tzu-Chi Liu，「Assessing Statistical and Machine Learning Models for Carbon Price Forecasting Under the Impact of Major Global Events」
，2025 International Conference on Smart Devices and Sustainable Energy (SDSE 2025)，New Taipei City，中華民國(R.O.C)，2025-10-15~2025-10-17
Tzu-Chi Liu、 Ming-Shu Chen、 Hui-Wen Wang、 Shou-Ming Chen、 Kuo-Ching Kao、 Chi-Jie Lu，「Forecasting patient volume to detect overcrowding anomalies in outpatient phlebotomy units through a multi-step ahead forecasting scheme」
，2025 3rd International Symposium on Medical Decision Science (ISMDS 2025)，Taipei，中華民國(R.O.C)，2025-10-10~2025-10-12
Kuan-Yu Lin、 Che-Cheng Chang、 Jiann‑Horng Yeh、 Kuo-Ching Kao、 Chi-Jie Lu，「Clinical Predictors of Catheter Related Thrombosis after Double Filtration Plasmapheresis Based on Machine learning methods.」
，2025 3rd International Symposium on Medical Decision Science (ISMDS 2025)，Taipei，中華民國(R.O.C)，2025-10-10~2025-10-12
Tzu-Meng Yang、 Chi-Jie Lu、 Kuo-Ching Kao，「Dynamic Feature Engineering and Model Selection for Short- and Long-Term Prediction of Emergency Department Patient Volume」
，2025 3rd International Symposium on Medical Decision Science (ISMDS 2025)，Taipei，中華民國(R.O.C)，2025-10-10~2025-10-12
Yu Chiang、 Po-Chun Chen、 Jhen Teng、 Shih-Yuan Gao、 Chih-Lei Lu、 Shih-Shan Tai、 De-Rui Chen、 Chi-Jie Lu，「Constructing a Carbon Footprint Management and Decision-Aiding Framework for Medical Laboratory Operations: A Case Study of Taiwan」
，2025 9th International Conference on Medical and Health Informatics (ICMHI 2025)，Kyoto，日本(Japan)，2025-05-16~2025-05-18
Yi-Ting Tsai、 You-Hua Wang、 Chi-Wen Jeng、 Yu-Ying Chan、 Hsin-Jou Chen、 Guang-Wei Yu、 De-Rui Chen、 Chi-Jie Lu，「Development an Intelligent Carbon Footprint Verification Management System for Health Examination Companies in Taiwan」
，2025 9th International Conference on Medical and Health Informatics (ICMHI 2025)，Kyoto，日本(Japan)，2025-05-16~2025-05-18
Kuo-Ching Kao、 Chi-Jie Lu，「Data-Driven Queue Management in Phlebotomy Services through A Multi-Step Ahead Forecasting Approach with Explainable Feature Selection」
，2025 9th International Conference on Medical and Health Informatics (ICMHI 2025)，Kyoto，日本(Japan)，2025-05-16~2025-05-18
Hui-Wen Wang、 Chi-Jie Lu，「Comparing Naive and Simple Exponential Smoothing Methods for Menswear Products Sales Forecasting」
，27 IFFTI annual conference，London，英國(United Kingdom)，2025-03-24~2025-03-28
Ming-Shu Chen、 Wen-Jen Yang、 Chih-Te Yang、 Tzu-Chi Liu、 Ching-Tan Yang、 Chi-Jie Lu，「Evaluating Risk Factors Affecting Employee Overload in Healthcare Institutions Using Machine Learning Models: Predictions Based on Health Screening Indicators」
，30th International Symposium on Artificial Life and Robotics，Beppu，日本(Japan)，2025-01-22~2025-01-24
Ruey-Chyn Tsaur、 Nei-Chih Lin、 Chi-Jie Lu、 Tzu-Hsuan Chen、 Chih-Te Yang，「Dual-Channel Supply Chain Inventory Optimization Using Teaching-Learning-Based Algorithm for Carbon Efficiency」
，30th International Symposium on Artificial Life and Robotics，Beppu，日本(Japan)，2025-01-22~2025-01-24
Tzu-Chi Liu、 Yi-Chen Lee、 Chih-Te Yang、 Chien-Chih Wang、 Chi-Jie Lu，「Developing Explainable Feature Selection Scheme using Machine Learning and SHAP for Multi-Step Ahead Patient Queue Length Prediction in Outpatient Phlebotomy Units」
，30th International Symposium on Artificial Life and Robotics，Beppu，日本(Japan)，2025-01-22~2025-01-24
Tzu-Chi Liu、 Kuo-Ching Kao、 Pei-Rung Wen、 I-Fei Chen、 Chi-Jie Lu，「Investigating statistical and machine learning techniques applied in time series forecasting of carbon credit financial products」
，International Doctoral Business Research Conference 2024，Parramatta NSW，澳大利亞(Australia)，2024-11-07~2024-11-08
Tzu-Chi Liu、 Kuo-Ching Kao、 I-Fei Chen、 Chi-Jie Lu，「Green electricity forecasting using interval-valued-based multi-step ahead scheme and augmented features」
，International Doctoral Business Research Conference 2024，Parramatta, NSW，澳大利亞(Australia)，2024-11-07~2024-11-08
De Rui Chen、 Chih-Te Yang、 Chi-Jie Lu，「A Study of Utilizing Generative Artificial Intelligence for Cosmetic Product Information Files: A Comparative Study with Manual Compilation」
，2024 International Conference on Service Science and Innovation，新北市，中華民國(R.O.C)，2024-07-23~2024-07-26
Ming-Shu Chen、 Hung-Hsiang Huang、 Chi-Jie Lu，「Predicting Sperm Count In Health Screening Populations With Metabolic Syndrome: A Machine Learning Approach For Healthcare Management」
，8th Asia Pacific Conference on Public Health，Kuching, Sarawak, Malaysia，馬來西亞(Malaysia)，2024-07-09~2024-07-11
Ming-Shu Chen、 Tzu-Chi Liu、 Kuo-Ching Kao、 Chih-Te Yang、 Chi-Jie Lu，「Predictive Modeling for Patient Queue Length in Blood Collection Centers during Peak Hours using Multi-step-ahead Forecasting and Machine Learning Models」
，8th Asia Pacific Conference on Public Health，Kuching, Sarawak, Malaysia，馬來西亞(Malaysia)，2024-07-09~2024-07-11
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