A data-characteristic-aware latent factor model for web services QoS prediction

D Wu, X Luo, M Shang, Y He… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
How to accurately predict unknown quality-of-service (QoS) data based on observed ones is
a hot yet thorny issue in Web service-related applications. Recently, a latent factor (LF) …

A Kalman-filter-incorporated latent factor analysis model for temporally dynamic sparse data

Y Yuan, X Luo, M Shang, Z Wang - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
With the rapid development of services computing in the past decade, Quality-of-Service
(QoS)-aware selection of Web services has become a hot yet thorny issue. Conducting …

Qos prediction and adversarial attack protection for distributed services under dlaas

W Liang, Y Li, J Xu, Z Qin, D Zhang… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Deep-Learning-as-a-service (DLaaS) has received increasing attention due to its novelty as
a diagram for deploying deep learning techniques. However, DLaaS faces performance and …

Generating highly accurate predictions for missing QoS data via aggregating nonnegative latent factor models

X Luo, MC Zhou, Y **a, Q Zhu… - IEEE transactions on …, 2015 - ieeexplore.ieee.org
Automatic Web-service selection is an important research topic in the domain of service
computing. During this process, reliable predictions for quality of service (QoS) based on …

Location-aware service recommendation with enhanced probabilistic matrix factorization

Y Yin, L Chen, J Wan - IEEE Access, 2018 - ieeexplore.ieee.org
Owing to the ever-growing popularity of mobile computing, a large number of services have
been developed for a variety of users. Considering this, recommending useful services to …

A survey on web service QoS prediction methods

SH Ghafouri, SM Hashemi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Nowadays, there are many Web services with similar functionality on the Internet. Users
consider Quality of Service (QoS) of the services to select the best service from among them …

Collaborative web service quality prediction via exploiting matrix factorization and network map

M Tang, Z Zheng, G Kang, J Liu… - IEEE Transactions on …, 2016 - ieeexplore.ieee.org
Quality of services (QoS) is an important concern in Web service recommendation or
selection. Predicting QoS values of Web services based on their historical QoS records is an …

Language identification using Gaussian mixture model tokenization

PA Torres-Carrasquillo, DA Reynolds… - … on acoustics, speech …, 2002 - ieeexplore.ieee.org
Phone tokenization followed by n-gram language modeling has consistently provided good
results for the task of language identification. In this paper, this technique is generalized by …

A privacy-preserving QoS prediction framework for web service recommendation

J Zhu, P He, Z Zheng, MR Lyu - 2015 IEEE international …, 2015 - ieeexplore.ieee.org
QoS-based Web service recommendation has recently gained much attention for providing
a promising way to help users find high-quality services. To facilitate such …

Network location-aware service recommendation with random walk in cyber-physical systems

Y Yin, F Yu, Y Xu, L Yu, J Mu - Sensors, 2017 - mdpi.com
Cyber-physical systems (CPS) have received much attention from both academia and
industry. An increasing number of functions in CPS are provided in the way of services …