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Journal of Data Science 2024, 22(1)

  • 1.  Journal of Data Science 2024, 22(1)

    Posted 01-31-2024 20:09
    Dear Colleagues,

    Volume 22, Number 1 of the Journal of Data Science (https://jds-online.org) showcases a diverse collection of articles. Featured in the 'Philosophies of Data Science' section is "Decoding Consciousness in Artificial Intelligence" by Dr. Momiao Xiong. This issue also includes four articles in 'Statistical Data Science', four in 'Data Science in Action', and one in 'Computing in Data Science'. We extend our heartfelt congratulations to all the authors and reviewers for their invaluable contributions to this issue! 

    All the articles are published under the CC-BY license (https://creativecommons.org/licenses/by/4.0/) for the widest dissemination. Funded by the School of Statistics and the Center for Applied Statistics, Renmin University of China, there are no Article Processing Charges. The journal features a fast review process and a reproducibility check.

    Established in 2003, the Journal of Data Science aims to advance and promote data science methods, computing, and applications in all scientific fields where knowledge and insights are to be extracted from data. We welcome submissions to all the sections including 1) Philosophies of Data Science; 2) Statistical Data Science; 3) Computing in Data Science; 4) Data Science in Action; 5) Data Science Review; 6) Education in Data Science; and 7) Data Science Conversation.

    Best regards,
    Jun Yan
    ===
    Journal of Data Science
    Volume 22, Issue 1, 2024

    Decoding Consciousness in Artificial Intelligence
    Momiao Xiong

    Neural Generalized Ordinary Differential Equations with Layer-Varying Parameters
    Duo Yu, Hongyu Miao, Hulin Wu
    https://doi.org/10.6339/23-JDS1093

    Impact of Bias Correction of the Least Squares Estimation on Bootstrap Confidence Intervals for Bifurcating Autoregressive Models
    Tamer Elbayoumi, Sayed Mostafa
    https://doi.org/10.6339/23-JDS1092

    Covid-19 Vaccine Efficacy: Accuracy Assessment, Comparison, and Caveats
    Wenjiang Fu, Jieni Li, Paul A. Scheet

    A Time To Event Framework For Multi-touch Attribution
    Dinah Shender, Ali Nasiri Amini, Xinlong Bao, Mert Dikmen, Jing Wang, Amy Richardson Fricke

    Quantifying Gender Disparity in Pre-Modern English Literature using Natural Language Processing
    Mayank Kejriwal, Akarsh Nagaraj
    Incorporating Interventions to an Extended SEIRD Model with Vaccination: Application to COVID-19 in Qatar
    Elizabeth B. Amona, Ryad A. Ghanam, Edward L. Boone, Indranil Sahoo, Laith J. Abu-Raddad

    Association Between Body Fat and Body Mass Index from Incomplete Longitudinal Proportion Data: Findings from the Fels Study
    Xin Tong, Seohyun Kim, Dipankar Bandyopadhyay, Shumei Sun

    A Video Segmentation Pipeline for Assessing Changes in Pupil Response to Light After Cannabis Consumption
    Benjamin Steinhart, Ashley Brooks-Russell, Michael J. Kosnett, Prem S. Subramanian, Julia Wrobel
    https://doi.org/10.6339/23-JDS1103

    Efficient Bayesian High-Dimensional Classification via Random Projection with Application to Gene Expression Data
    Abhisek Chakraborty
    https://doi.org/10.6339/23-JDS1102