A generalized nesterov-accelerated second-order latent factor model for high-dimensional and incomplete data

W Li, R Wang, X Luo - IEEE Transactions on Neural Networks …, 2023 - ieeexplore.ieee.org
High-dimensional and incomplete (HDI) data are frequently encountered in big date-related
applications for describing restricted observed interactions among large node sets. How to …

An SVM-based collaborative filtering approach for Top-N web services recommendation

L Ren, W Wang - Future Generation Computer Systems, 2018 - Elsevier
With the development of service-oriented computing (SOC) and cloud computing, Web
service has become an important carrier for IT resources delivery. Nowadays, the same …

Colbar: A collaborative location-based regularization framework for QoS prediction

J Yin, W Lo, S Deng, Y Li, Z Wu, N **ong - Information Sciences, 2014 - Elsevier
Abstract Quality-of-Service (QoS) is a fundamental element in Service-Oriented Computing
(SOC) domain. At the ongoing age of Web 2.0, predicting the missing QoS values becomes …

QoS prediction for Web service recommendation with network location-aware neighbor selection

Y Yin, S Aihua, G Min, X Yueshen… - International Journal of …, 2016 - World Scientific
Web service recommendation is one of the key problems in service computing, especially in
the case of a large number of service candidates. The QoS (quality of service) values are …

Reputation-aware QoS value prediction of web services

W Qiu, Z Zheng, X Wang, X Yang… - 2013 IEEE International …, 2013 - ieeexplore.ieee.org
QoS value prediction of Web services is an important research issue for service
recommendation, selection and composition. Collaborative Filtering (CF) is one of the most …

Enabling real-time drug abuse detection in tweets

N Phan, SA Chun, M Bhole… - 2017 IEEE 33rd …, 2017 - ieeexplore.ieee.org
Prescription drug abuse is one of the fastest growing public health problems in the USA. To
address this epidemic, a near real-time monitoring strategy, instead of one resorting to a …

Personalized QoS prediction for web services using latent factor models

D Yu, Y Liu, Y Xu, Y Yin - 2014 IEEE international conference …, 2014 - ieeexplore.ieee.org
Recommending the suitable Web service is an important topic in today's society. The critical
step is to accurately predict QoS of Web services. However, the highly sparse QoS data …

Cloud service QoS prediction via exploiting collaborative filtering and location‐based data smoothing

M Tang, T Zhang, J Liu, J Chen - … and Computation: Practice …, 2015 - Wiley Online Library
To assess the quality of services (QoS) in service selection, collaborative service QoS
prediction has recently garnered increasing attention. They focus on exploring the historical …

Cloud service recommendation: State of the art and research challenges

L Guo, X Zheng, C Ding, D Mu… - 2015 15th IEEE/ACM …, 2015 - ieeexplore.ieee.org
Cloud computing is an attractive platform which offers on-demand resources as services.
When many cloud services are available, some may have similar or same functionalities. So …

Jamming mobility in 802.11 p networks: Modeling, evaluation, and detection

S Malebary, W Xu, CT Huang - 2016 IEEE 35th International …, 2016 - ieeexplore.ieee.org
The development of wireless Vehicular Ad-Hoc Network (VANET) aimed to enhance road's
safety and provide comfortable driving environment by delivering early warning and …