Ausgabe 1/2022
Special Issue: Data Science in Asia (PAKDD’2020)
Inhalt (6 Artikel)
Editorial
Introduction to the special issue on data science in Asia (with PAKDD’2020)
Hady W. Lauw, Raymond Chi-Wing Wong, Alexandros Ntoulas
Regular Paper
C-MemMAP: clustering-driven compact, adaptable, and generalizable meta-LSTM models for memory access prediction
Pengmiao Zhang, Ajitesh Srivastava, Ta-Yang Wang, Cesar A. F. De Rose, Rajgopal Kannan, Viktor K. Prasanna
Regular Paper
Probabilistic exact adaptive random forest for recurrent concepts in data streams
Ocean Wu, Yun Sing Koh, Gillian Dobbie, Thomas Lacombe
Regular Paper
Graph sparsification with graph convolutional networks
Jiayu Li, Tianyun Zhang, Hao Tian , Shengmin Jin, Makan Fardad, Reza Zafarani
Open Access
Regular Paper
Learning low-dimensional manifolds under the L0-norm constraint for unsupervised outlier detection
Yoshinao Ishii, Satoshi Koide, Keiichiro Hayakawa
Application
An analysis of the impact of policies and political affiliation on racial disparities in COVID-19 infections and deaths in the USA
Michael A. Hamilton, Danielle Hamilton, Oluwatamilore Soneye, Olorunshola Ayeyemi, Raed Jaradat