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A data-characteristic-aware latent factor model for web services QoS prediction
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 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
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)-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 …
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
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 …
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 …
been developed for a variety of users. Considering this, recommending useful services to …
A survey on web service QoS prediction methods
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 …
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
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 …
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 …
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
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 …
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
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 …
industry. An increasing number of functions in CPS are provided in the way of services …