Qi Yu

According to our database1, Qi Yu authored at least 56 papers between 2004 and 2019.

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Bibliography

2019
Learning the Evolution Regularities for BigService-Oriented Online Reliability Prediction.
IEEE Trans. Services Computing, 2019

Personalized service selection using Conditional Preference Networks.
Knowl.-Based Syst., 2019

Adaptive and large-scale service composition based on deep reinforcement learning.
Knowl.-Based Syst., 2019

A motifs-based Maximum Entropy Markov Model for realtime reliability prediction in System of Systems.
Journal of Systems and Software, 2019

Fast Direct Search in an Optimally Compressed Continuous Target Space for Efficient Multi-Label Active Learning.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Effective BigData-Space Service Selection over Trust and Heterogeneous QoS Preferences.
IEEE Trans. Services Computing, 2018

Integrating modified cuckoo algorithm and creditability evaluation for QoS-aware service composition.
Knowl.-Based Syst., 2018

Online reliability time series prediction via convolutional neural network and long short term memory for service-oriented systems.
Knowl.-Based Syst., 2018

A proactive approach based on online reliability prediction for adaptation of service-oriented systems.
J. Parallel Distrib. Comput., 2018

Incorporating both qualitative and quantitative preferences for service recommendation.
J. Parallel Distrib. Comput., 2018

From Novice to Expert Narratives of Dermatological Disease.
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications Workshops, 2018

2017
Online Reliability Prediction via Motifs-Based Dynamic Bayesian Networks for Service-Oriented Systems.
IEEE Trans. Software Eng., 2017

Integrating Reinforcement Learning with Multi-Agent Techniques for Adaptive Service Composition.
TAAS, 2017

Combining quantitative constraints with qualitative preferences for effective non-functional properties-aware service composition.
J. Parallel Distrib. Comput., 2017

A service computing manifesto: the next 10 years.
Commun. ACM, 2017

Modeling Physicians' Utterances to Explore Diagnostic Decision-making.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Online Reliability Prediction via Long Short Term Memory for Service-Oriented Systems.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Estimation of Distribution with Restricted Boltzmann Machine for Adaptive Service Composition.
Proceedings of the 2017 IEEE International Conference on Web Services, 2017

Large-Scale and Adaptive Service Composition Using Deep Reinforcement Learning.
Proceedings of the Service-Oriented Computing - 15th International Conference, 2017

2016
Effective service composition using multi-agent reinforcement learning.
Knowl.-Based Syst., 2016

Intelligent medical image grouping through interactive learning.
Int. J. Data Sci. Anal., 2016

An Expert-in-the-loop Paradigm for Learning Medical Image Grouping.
Proceedings of the Advances in Knowledge Discovery and Data Mining, 2016

Towards Early Dementia Detection: Fusing Linguistic and Non-Linguistic Clinical Data.
Proceedings of the 3rd Workshop on Computational Linguistics and Clinical Psychology: From Linguistic Signal to Clinical Reality, 2016

Automatic Hierarchical Reinforcement Learning for Efficient Large-Scale Service Composition.
Proceedings of the IEEE International Conference on Web Services, 2016

Integrating POMDP and SARSA( \lambda λ ) for Service Composition with Incomplete Information.
Proceedings of the Service-Oriented Computing - 14th International Conference, 2016

2015
Efficient agglomerative hierarchical clustering.
Expert Syst. Appl., 2015

Learning Sparse Functional Factors for Large-Scale Service Clustering.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Discovering Web Services to Improve Requirements Decomposition.
Proceedings of the 2015 IEEE International Conference on Web Services, 2015

Integrating Gaussian Process with Reinforcement Learning for Adaptive Service Composition.
Proceedings of the Service-Oriented Computing - 13th International Conference, 2015

2014
From spoken narratives to domain knowledge: Mining linguistic data for medical image understanding.
Artificial Intelligence in Medicine, 2014

A Novel Online Reliability Prediction Approach for Service-Oriented Systems.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

Adaptive and Dynamic Service Composition via Multi-agent Reinforcement Learning.
Proceedings of the 2014 IEEE International Conference on Web Services, 2014

Integrating On-policy Reinforcement Learning with Multi-agent Techniques for Adaptive Service Composition.
Proceedings of the Service-Oriented Computing - 12th International Conference, 2014

Fusing Multimodal Human Expert Data to Uncover Hidden Semantics.
Proceedings of the 7th Workshop on Eye Gaze in Intelligent Human Machine Interaction: Eye-Gaze & Multimodality, 2014

Infusing perceptual expertise and domain knowledge into a human-centered image retrieval system: a prototype application.
Proceedings of the Eye Tracking Research and Applications, 2014

Towards multimodal modeling of physicians' diagnostic confidence and self-awareness using medical narratives.
Proceedings of the COLING 2014, 2014

Towards Automatic Annotation of Clinical Decision-Making Style.
Proceedings of the 8th Linguistic Annotation Workshop, 2014

2013
Efficient Service Skyline Computation for Composite Service Selection.
IEEE Trans. Knowl. Data Eng., 2013

Trace Norm Regularized Matrix Factorization for Service Recommendation.
Proceedings of the 2013 IEEE 20th International Conference on Web Services, Santa Clara, CA, USA, June 28, 2013

Online Reliability Time Series Prediction for Service-Oriented System of Systems.
Proceedings of the Service-Oriented Computing - 11th International Conference, 2013

Optimal Self-Healing of Service-Oriented Systems with Incomplete Information.
Proceedings of the IEEE International Congress on Big Data, 2013

Reliable Service Composition via Automatic QoS Prediction.
Proceedings of the 2013 IEEE International Conference on Services Computing, Santa Clara, CA, USA, June 28, 2013

2012
Multi-attribute optimization in service selection.
World Wide Web, 2012

2011
Service-Centric Framework for a Digital Government Application.
IEEE Trans. Services Computing, 2011

Web Service management system for bioinformatics research: a case study.
Service Oriented Computing and Applications, 2011

Efficient change management in long-term composed services.
Service Oriented Computing and Applications, 2011

2010
Guest Editorial: Special Section on Query Models and Efficient Selection of Web Services.
IEEE Trans. Services Computing, 2010

Computing Service Skyline from Uncertain QoWS.
IEEE Trans. Services Computing, 2010

A two-phase framework for quality-aware Web service selection.
Service Oriented Computing and Applications, 2010

Computing Service Skylines over Sets of Services.
Proceedings of the IEEE International Conference on Web Services, 2010

2009
Clustering Analysis of Data with High Dimensionality.
Proceedings of the Encyclopedia of Data Warehousing and Mining, Second Edition (4 Volumes), 2009

2008
A Foundational Framework for Service Query Optimization.
PhD thesis, 2008

Deploying and managing Web services: issues, solutions, and directions.
VLDB J., 2008

Framework for Web service query algebra and optimization.
TWEB, 2008

2006
Ubiquitous Web Services for E-Government Social Services.
Proceedings of the Semantic Web Meets eGovernment, 2006

2004
WebDG - A Platform for E-Government Web Services.
Proceedings of the Conceptual Modeling for Advanced Application Domains, 2004


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