A probability distribution detection based hybrid ensemble QoS prediction approach
J Li, J Lin - Information Sciences, 2020 - Elsevier
Recently, with the rapid increase in the number of web services, how to discover services to
meet personalized requirements of users in large-scale scenarios has become a popular …
meet personalized requirements of users in large-scale scenarios has become a popular …
QoS-aware web service recommendation with reinforced collaborative filtering
With the overwhelming increase of web services on the Internet, how to accurately perform
QoS prediction has played a key role in service recommendation. Recently, three kinds of …
QoS prediction has played a key role in service recommendation. Recently, three kinds of …
NFMF: neural fusion matrix factorisation for QoS prediction in service selection
J Xu, L Xiao, Y Li, M Huang, Z Zhuang… - Connection …, 2021 - Taylor & Francis
Selecting suitable web services based on the quality-of-service (QoS) is essential for
developing high-quality service-oriented applications. A critical step in this direction is …
developing high-quality service-oriented applications. A critical step in this direction is …
A novel deep-learning-based QoS prediction model for service recommendation utilizing multi-stage multi-scale feature fusion with individual evaluations
With the rapid development of service computing, the demand for service recommendation
is increasing. Quality of Service (QoS) prediction has been one of the key challenges for …
is increasing. Quality of Service (QoS) prediction has been one of the key challenges for …
Web service QoS prediction via collaborative filtering: A survey
With the growing number of competing Web services that provide similar functionality,
Quality-of-Service (QoS) prediction is becoming increasingly important for various QoS …
Quality-of-Service (QoS) prediction is becoming increasingly important for various QoS …
A graph-based QoS prediction approach for web service recommendation
Z Chang, D Ding, Y Xia - Applied Intelligence, 2021 - Springer
With the development of the Internet, the recommendation based on Quality of Service (QoS)
is proven to be an efficient way to deal with the ever-increasing web services in both industry …
is proven to be an efficient way to deal with the ever-increasing web services in both industry …
Deviation-based neighborhood model for context-aware QoS prediction of cloud and IoT services
How to obtain personalized quality of cloud/IoT services and assist users selecting
appropriate service has grown up to be a hot issue with the explosion of services on the …
appropriate service has grown up to be a hot issue with the explosion of services on the …
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) …
Collaborative QoS prediction with context-sensitive matrix factorization
How to obtain personalized quality of cloud/IoT services and assist users selecting the
appropriate service has become a hot issue with the explosion of services on the Internet …
appropriate service has become a hot issue with the explosion of services on the Internet …
QoS-aware web service recommendation by collaborative filtering
With increasing presence and adoption of Web services on the World Wide Web, Quality-of-
Service (QoS) is becoming important for describing nonfunctional characteristics of Web …
Service (QoS) is becoming important for describing nonfunctional characteristics of Web …