A PID-incorporated Latent Factorization of Tensors Approach to Dynamically Weighted Directed Network Analysis
Sign Up to like & getrecommendations! Published in 2022 at "IEEE/CAA Journal of Automatica Sinica"
DOI: 10.1109/jas.2021.1004308
Abstract: A large-scale dynamically weighted directed network (DWDN) involving numerous entities and massive dynamic interaction is an essential data source in many big-data-related applications, like in a terminal interaction pattern analysis system (TIPAS). It can be… read more here.
Keywords: pid incorporated; dynamically weighted; directed network; factorization tensors ... See more keywords
Temporal Pattern-Aware QoS Prediction via Biased Non-Negative Latent Factorization of Tensors
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Transactions on Cybernetics"
DOI: 10.1109/tcyb.2019.2903736
Abstract: Quality-of-service (QoS) data vary over time, making it vital to capture the temporal patterns hidden in such dynamic data for predicting missing ones with high accuracy. However, currently latent factor (LF) analysis-based QoS-predictors are mostly… read more here.
Keywords: biased non; factorization tensors; qos; negative latent ... See more keywords