Xiaoyue Cheng, Ph.D.
- Associate Professor
- Upper Curriculum Committee Chair
- DSC 225 / 402.554.2848
- Data Visualization and Interactive Graphics, Machine Learning, Data Mining, Statistical Modeling, Data Exploratory Analysis
Additional Information
Education
Ph.D., Statistics, Iowa State University, August 2015M.A., Statistics, Renmin University of China, July 2011
B.A., Statistics, Renmin University of China, July 2006
Research Interests
Data Visualization and Interactive Graphics
Machine Learning
Data Mining
Statistical Modeling
Data Exploratory Analysis
Selected Publications
Divya Kumar Sharma, Christopher Barrett, Hunter B. Moore, Joe H. Jackson, Tanner M. Sandberg, Flobater I. Gawargi, Trace B. Moody, Xiaoyue Cheng, Corey J. Georgesen, Erin X. Wei (2024). Resistance to tPA-induced Fibrinolysis and Activation of Coagulation is Present in Autoimmune Bullous Diseases of the Skin. Journal of Thrombosis and Haemostasis: JTH, S1538-7836.
Kenton Hummel, Erica Ryherd, Xiaoyue Cheng, Bethany Lowndes (2023). Relating clustered noise data to hospital patient satisfaction. The Journal of the Acoustical Society of America. 154(2), 1239-1247.
Sam Moayedi, Andrew Parker, Kevin James, Xiaoyue Cheng, Michael Hempel, Hamid Sharif, Mahmoud Alahmad (2023). A Framework to Predict Variability Characteristics in Building Load Profiles. In IEEE Access, vol. 11, pp. 8633-8643.
Shuo Wang, Chi Lin, Alexander Kolomaya, Garett Ostdiek-Wille, Jeffrey Wong, Xiaoyue Cheng, Yu Lei, Chang Liu (2022). Compute Tomography Radiomics Analysis on Whole Pancreas Between Healthy Individual and Pancreatic Ductal Adenocarcinoma Patients: Uncertainty Analysis and Predictive Modeling. Technology in Cancer Research & Treatment, 21, 15330338221126869.
Chenyu Huang and Xiaoyue Cheng (2022). Estimation of Aircraft Fuel Consumption by Modeling Flight Data from Avionics Systems. Journal of Air Transport Management. Volume 99, 102181.
Ahmad Almaghrebi, Xiaoyue Cheng, Kevin James and Mahmoud Alahmad (2021). Analysis of PEV User Charging Behavior at Household Charging Stations, Omaha Case Study. In 2021 IEEE Transportation Electrification Conference & Expo (ITEC), pp. 561-566.
Li Hannaford, Xiaoyue Cheng, and Mary Kunes-Connell (2021). Predicting Nursing Baccalaureate Program Graduates Using Machine Learning Models: A Quantitative Research Study. Nurse Education Today. Volume 99, 104784.
Yu-Che Chen, Xiaoyue Cheng, and Richard Knepper (2021). Performance of U.S. Scientific Research Cyberinfrastructure: Structural and Relational Factors for Usage. In DG. O2021: The 22nd Annual International Conference on Digital Government Research, pp. 424-436.
Tamara Williams, Xiaoyue Cheng, Mahbubul Majumder, Matt Hastings, Hongwook Suh, Kunal Dash, Jian Ju Yeo (2020). Collaborative Big Data Review for Educational Impact. School Community Journal. 30(2), 93-104.
Mahbubul Majumder and Xiaoyue Cheng (2017). Focusing on the needs: Experiences of Developing a Data Science Program. Journal of Computational and Graphical Statistics. 26(4), 779-780.
Yihui Xie, Heike Hofmann, and Xiaoyue Cheng (2014). Reactive Programming for Interactive Graphics.Statistical Science, 29(2), 201-213.
Xiaoyue Cheng, Dianne Cook, and Heike Hofmann (2016). Enabling Interactivity on Temporal and Longitudinal Displays. Journal of Computational and Graphical Statistics. 25(4), 1057-1076.
Xiaoyue Cheng, Dianne Cook, and Heike Hofmann (2015). Visually Exploring Missing Values in Multivariable Data Using a Graphical User Interface. Journal of Statistical Software, 68(6), 1-23.
Additional Information
Education
Ph.D., Statistics, Iowa State University, August 2015M.A., Statistics, Renmin University of China, July 2011
B.A., Statistics, Renmin University of China, July 2006
Research Interests
Data Visualization and Interactive Graphics
Machine Learning
Data Mining
Statistical Modeling
Data Exploratory Analysis
Selected Publications
Divya Kumar Sharma, Christopher Barrett, Hunter B. Moore, Joe H. Jackson, Tanner M. Sandberg, Flobater I. Gawargi, Trace B. Moody, Xiaoyue Cheng, Corey J. Georgesen, Erin X. Wei (2024). Resistance to tPA-induced Fibrinolysis and Activation of Coagulation is Present in Autoimmune Bullous Diseases of the Skin. Journal of Thrombosis and Haemostasis: JTH, S1538-7836.
Kenton Hummel, Erica Ryherd, Xiaoyue Cheng, Bethany Lowndes (2023). Relating clustered noise data to hospital patient satisfaction. The Journal of the Acoustical Society of America. 154(2), 1239-1247.
Sam Moayedi, Andrew Parker, Kevin James, Xiaoyue Cheng, Michael Hempel, Hamid Sharif, Mahmoud Alahmad (2023). A Framework to Predict Variability Characteristics in Building Load Profiles. In IEEE Access, vol. 11, pp. 8633-8643.
Shuo Wang, Chi Lin, Alexander Kolomaya, Garett Ostdiek-Wille, Jeffrey Wong, Xiaoyue Cheng, Yu Lei, Chang Liu (2022). Compute Tomography Radiomics Analysis on Whole Pancreas Between Healthy Individual and Pancreatic Ductal Adenocarcinoma Patients: Uncertainty Analysis and Predictive Modeling. Technology in Cancer Research & Treatment, 21, 15330338221126869.
Chenyu Huang and Xiaoyue Cheng (2022). Estimation of Aircraft Fuel Consumption by Modeling Flight Data from Avionics Systems. Journal of Air Transport Management. Volume 99, 102181.
Ahmad Almaghrebi, Xiaoyue Cheng, Kevin James and Mahmoud Alahmad (2021). Analysis of PEV User Charging Behavior at Household Charging Stations, Omaha Case Study. In 2021 IEEE Transportation Electrification Conference & Expo (ITEC), pp. 561-566.
Li Hannaford, Xiaoyue Cheng, and Mary Kunes-Connell (2021). Predicting Nursing Baccalaureate Program Graduates Using Machine Learning Models: A Quantitative Research Study. Nurse Education Today. Volume 99, 104784.
Yu-Che Chen, Xiaoyue Cheng, and Richard Knepper (2021). Performance of U.S. Scientific Research Cyberinfrastructure: Structural and Relational Factors for Usage. In DG. O2021: The 22nd Annual International Conference on Digital Government Research, pp. 424-436.
Tamara Williams, Xiaoyue Cheng, Mahbubul Majumder, Matt Hastings, Hongwook Suh, Kunal Dash, Jian Ju Yeo (2020). Collaborative Big Data Review for Educational Impact. School Community Journal. 30(2), 93-104.
Mahbubul Majumder and Xiaoyue Cheng (2017). Focusing on the needs: Experiences of Developing a Data Science Program. Journal of Computational and Graphical Statistics. 26(4), 779-780.
Yihui Xie, Heike Hofmann, and Xiaoyue Cheng (2014). Reactive Programming for Interactive Graphics.Statistical Science, 29(2), 201-213.
Xiaoyue Cheng, Dianne Cook, and Heike Hofmann (2016). Enabling Interactivity on Temporal and Longitudinal Displays. Journal of Computational and Graphical Statistics. 25(4), 1057-1076.
Xiaoyue Cheng, Dianne Cook, and Heike Hofmann (2015). Visually Exploring Missing Values in Multivariable Data Using a Graphical User Interface. Journal of Statistical Software, 68(6), 1-23.