Ausgabe 4/2024
Special Issue: Data Science in Asia (PAKDD’2021)
Inhalt (8 Artikel)
Open Access
Review
Recent advances and future challenges in federated recommender systems
Marko Harasic, Felix-Sebastian Keese, Denny Mattern, Adrian Paschke
Open Access
Regular Paper
A fast parallel tensor decomposition with optimal stochastic gradient descent: an application in structural damage identification
Ali Anaissi, Basem Suleiman, Widad Alyassine, Seid Miad Zandavi
Regular Paper
TOMBoost: a topic modeling based boosting approach for learning with class imbalance
Sudarsun Santhiappan, Jeshuren Chelladurai, Balaraman Ravindran
Regular Paper
Downscaling daily wind speed with Bayesian deep learning for climate monitoring
Firas Gerges, Michel C. Boufadel, Elie Bou-Zeid, Hani Nassif, Jason T. L. Wang
Regular Paper
Spectral pursuit for simultaneous sparse representation with accuracy guarantees
Guihong Wan, Haim Schweitzer
Open Access
Regular Paper
A stable model for maximizing the number of significant features
Eunkyung Park, Raymond K. Wong, Junbum Kwon, Victor W. Chu