A review of heteroscedasticity treatment with Gaussian processes and quantile regression meta-models

F Antunes, A O'Sullivan, F Rodrigues… - Seeing Cities Through Big …, 2017 - Springer
For regression problems, the general practice is to consider a constant variance of the error
term across all data. This aims to simplify an often complicated model and relies on the …

Predicting the online performance of video service providers on the internet

J You, H Xue, L Gao, G Zhang, Y Zhuo… - Multimedia Tools and …, 2017 - Springer
Video services on the Internet are not able to offer consistent and assured performance to
users or third-party applications. Measuring levels of performance over time is difficult, and …

[PDF][PDF] STBD Editorial Board

E Damiani, S Lu, M Luo, A Cuzzocrea, A Twigg… - academia.edu
In recent years, mobile data traffic has increased rapidly [1]. The analysis reports show the
mobile data traffic grows by 60 percent year-on-year [2]. The growth in the mobile data traffic …

Στοχαστικά μοντέλα για την ανάλυση δεδομένων στο διαδίκτυο

Χ Κάτρης - 2017 - didaktorika.gr
Σκοπός της παρούσας διατριβής ήταν η μελέτη των χαρακτηριστικών της κίνησης στο
διαδίκτυο και η ανάπτυξη κατάλληλων μοντέλων και τεχνικών για την αντιμετώπιση θεμάτων …