List of Articles

Volume 18, Number 5 (December, 2020), Special Issue in Chinese with English Abstract

A special Issue on “Data Science in Action in Response to the Outbreak of Covid-19”, contributions in Chinese with abstracts in English.

1. [PDF] Editorial: Data Science in Action in Response to the Outbreak of COVID-19 in China by Dean Follmann, Peter X. K. Song, Hansheng Wang, and Jun Yan

2. [PDF] On Identification of High Risk Carriers of COVID-19 Using Masked Mobile Device Data by Da Huang, Xuening Zhu, Weidong Luo, Hao Yin, Jing Hong, Yu Chen, Jing Zhou, and Hansheng Wang

3. [PDF] On Public Sentiment and Topic Mining during the COVID-19 Pandemic Based on Sina Weibo Comment Data by Xiaomeng Du, Wei Huang, Yijing Liu, and Haibo Su

4. [PDF] Quality Requirements for the Release of COVID-19 Data and Further Regulatory Suggestions by Yue Ding, Zhiyi Zeng, Xichen Zhang, and Ao Chen

5. [PDF | Supp] The Impact of Meteorological Factors and Air Pollution on the Spread of COVID-19 by Danhua Huang, Jiashu Zhao, Yukang Jiang, Ting Tian, Yewei Li, and Xueqin Wang

6. [PDF | Supp] The Real-Time Effect of Public Health Interventions on the COVID-19 Epidemic in Hubei Province by Jiamin Liu, Ze Chen, Jianqiang Zhang, Yanyan Ouyang, Xu Guo, and Wangli Xu

Volume 18, Number 4 (October, 2020)

1. [PDF] “Wavelet-Based Robust Estimation of Hurst Exponent with Application in Visual Impairment Classification”, by Chen Feng, Yajun Mei, and Brani Vidakovic
2. [PDF] “Tree-Based Missing Value Imputation Using Feature Selection” by Heizel Rosado-Galindo and Saylisse Dávila-Padilla
3. [PDF] “Gene Set Enrichment Analysis in RNA-Seq Data”, by Chen-An Tsai and Pei-Hsun Li
4. [PDF] “A Gaussian Test for Stationarity in a Mixed Frequency Regression for More Power”, by Tilak Abeysinghe and Gulasekaran Rajaguru
5. [PDF] “Unit-Gamma Distortion of Bivariate Copulas”, by Jungsywan H. Sepanski
6. [PDF] “Stationary Bootstrap Based Multi-Step Forecasts for Unrestricted VAR Models”, by U. Beyaztas and Abdel-Salam G. Abdel-Salam
7. [PDF] “Parameter Estimation of a Seasonal Poisson INAR(1) Model with Different Monthly Means”, by Turaj Vazifedan, Homa Jalaeian Taghadomi, Xixi Wang, and Mujde Erten-Unal
8. [PDF] “Parameter Estimation and Stress-Strength Model of Power Lomax Distribution: Classical Methods and Bayesian Estimation”, by Ehab M. Almetwally and Hisham. M. Almongy
9. [PDF] “Estimation of the Bivariate Kumaraswamy Lifetime Distribution under Progressive Type-I Censoring”, by Hanan. M. Aly, Hiba. Z. Muhammed, and Ola. A. Abuelamayem
10. [PDF] “The Odd Inverse Pareto-Weibull Distribution”, by Y. Abdelall Yassmen
11. [PDF] “A Class of Bivariate Semiparametric Families of Distributions” by Hiba Zeyada Muhammed
12. [PDF] “Topp-Leone Gompertz Distribution: Properties and Applications” by Lawrence Chukwudumebi Nzei, Joseph Thomas Eghwerido, and Nosakhare Ekhosuehi
13. [PDF] “Modeling Time-to-Recurrent Relapse in Patients with Bipolar Disorder” by Temesgen Yaecob and Mekonnen Tadesse
14. [PDF] “A Two-Parameter Distribution with Increasing and Bathtub Hazard Rate”, by Pedro L. Ramos, Francisco Louzada, and Fernando A. Moala
15. [PDF] “Heavy Tailed Pareto Distribution: Properties and Applications”, by K. Jayakumar, A. P. Kuttykrishnan, and Bindu Krishnan

Volume 18, Number 3 (July, 2020)

A special issue on “Data Science in Action in Response to the Outbreak of COVID-19.”

1. [PDF] Editorial: A reformed Journal of Data Science for the era of data science, by Jun Yan
2. [PDF] Editorial: Data science in action in response to the outbreak of COVID-19, by Dean Follmann, Peter X. K. Song, Hansheng Wang, and Jun Yan
3. [PDF | Supp] An epidemiological forecast model and software assessing interventions on the COVID-19 epidemic in China (with discussion), by Lili Wang, Yiwang Zhou, Jie He, Bin Zhu, Fei Wang, Lu Tang, Michael Kleinsasser, Daniel Barker, Marisa C. Eisenberg, and Peter X.K. Song
   • Discussion by Debangan Dey and Vadim Zipunnikov
   • Discussion by Shannon Gallagher
   • Discussion by Kelly R. Moran
   • Discussion by Tianjian Zhou and Yuan Ji
   • Discussion by Yifan Zhu and Ying Qing Chen
   • Rejoinder
4. [PDF | Supp) Tracking Reproductivity of COVID-19 Epidemic in China with Varying Coefficient SIR Model by Haoxuan Sun, Yumou Qiu, Han Yan, Yaxuan Huang, Yuru Zhu, Jia Gu, and Song Xi Chen
   • Discussion by Yukang Jiang, Jianbin Tan, Ting Tian, and Xueqin Wang
   • Discussion by Lu Tang
   • Discussion by Lili Wang, Fei Wang, Yiwang Zhou, and Peter X. K. Song
   • Rejoinder
5. [PDF | Supp] COVID-19 Fatality: A Cross-Sectional Study using Adaptive Lasso Penalized Sliced Inverse Regression, by Kaida Cai, Wenqing He, and Grace Y. Yi
6. [PDF | Supp] A Meta Analysis for the Basic Reproduction Number of COVID-19 with Application in Evaluating the Effectiveness of Isolation Measures in Different Countries by Jianghu (James) Dong, Yongdao Zhou, Ying Zhang, Thomas Flaherty, and Douglas Franz
7. [PDF | Supp] Assessing the Impacts of Mutations to the Structure of COVID-19 Spike Protein via Sequential Monte Carlo by Samuel W. K. Wong
8. [PDF | Supp] Data Visualization and Descriptive Analysis for Understanding Epidemiological Characteristics of COVID-19: A Case Study of a Dataset from January 22, 2020 to March 29, 2020 by Yasin Khadem Charvadeh and Grace Y. Yi
9. [PDF | Supp] Meta-Analysis of Several Epidemic Characteristics of COVID-19 by Panpan Zhang, Tiandong Wang, and Sharon X. Xie
10. [PDF] Design Considerations for Vaccine Trials with a Special Focus on COVID-19 Vaccine Development by Jie Chen and Naitee Ting