Qun Chen

Orcid: 0000-0001-9556-755X

Affiliations:

Northwestern Polytechnical University, School of Computer Science, China
Northwestern Polytechnical University, Key Laboratory of Big Data Storage and Management, China

According to our database¹, Qun Chen authored at least 67 papers between 2008 and 2024.

Collaborative distances:

Dijkstra number² of four.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2024

Automating localized learning for cardinality estimation based on XGBoost.

[BibT_eX]

[DOI]

Knowl. Inf. Syst., July, 2024

Adaptive deep learning for entity disambiguation via knowledge-based risk analysis.

[BibT_eX]

[DOI]

Expert Syst. Appl., March, 2024

Few-shot image classification based on gradual machine learning.

[BibT_eX]

[DOI]

Expert Syst. Appl., 2024

Towards Exploratory Query Optimization for Template-Based SQL Workloads.

[BibT_eX]

[DOI]

Jieming Feng

Zhanhuai Li

Qun Chen

Proceedings of the 40th IEEE International Conference on Data Engineering, 2024

2023

Supervised Gradual Machine Learning for Aspect-Term Sentiment Analysis.

[BibT_eX]

[DOI]

Trans. Assoc. Comput. Linguistics, 2023

Adaptive deep learning for entity resolution by risk analysis.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2023

Few-shot Image Classification based on Gradual Machine Learning.

[BibT_eX]

[DOI]

CoRR, 2023

2022

Gradual Machine Learning for Entity Resolution.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2022

Active deep learning on entity resolution by risk sampling.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2022

Adaptive deep learning for network intrusion detection by risk analysis.

[BibT_eX]

[DOI]

Neurocomputing, 2022

2021

Joint Inference for Aspect-Level Sentiment Analysis by Deep Neural Networks and Linguistic Hints.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2021

Aspect-level sentiment analysis based on gradual machine learning.

[BibT_eX]

[DOI]

Knowl. Based Syst., 2021

Numerical Markov Logic Network: A Scalable Probabilistic Framework for Hybrid Knowledge Inference.

[BibT_eX]

[DOI]

Inf., 2021

Attention-Enhanced Gradual Machine Learning for Entity Resolution.

[BibT_eX]

[DOI]

IEEE Intell. Syst., 2021

DNN-driven Gradual Machine Learning for Aspect-term Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020

r-HUMO: A Risk-Aware Human-Machine Cooperation Framework for Entity Resolution with Quality Guarantees.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., 2020

Constructing domain-dependent sentiment dictionary for sentiment analysis.

[BibT_eX]

[DOI]

Murtadha H. M. Ahmed

Qun Chen

Zhanhuai Li

Neural Comput. Appl., 2020

Risk-based Adaptive Deep Learning for Entity Resolution.

[BibT_eX]

[DOI]

CoRR, 2020

Towards Interpretable and Learnable Risk Analysis for Entity Resolution.

[BibT_eX]

[DOI]

Proceedings of the 2020 International Conference on Management of Data, 2020

2019

Reducing partition skew on MapReduce: an incremental allocation approach.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2019

Towards Interpretable and Learnable Risk Analysis for Entity Resolution.

[BibT_eX]

[DOI]

CoRR, 2019

Gradual Machine Learning for Aspect-level Sentiment Analysis.

[BibT_eX]

[DOI]

CoRR, 2019

Gradual Machine Learning for Entity Resolution.

[BibT_eX]

[DOI]

Proceedings of the World Wide Web Conference, 2019

Hint-Embedding Attention-Based LSTM for Aspect Identification Sentiment Analysis.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

2018

Relational data imputation with quality guarantee.

[BibT_eX]

[DOI]

Inf. Sci., 2018

Reasoning about attribute value equivalence in relational data.

[BibT_eX]

[DOI]

Inf. Syst., 2018

GL-RF: a reconciliation framework for label-free entity resolution.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2018

Automatic Web-based relational data imputation.

[BibT_eX]

[DOI]

Frontiers Comput. Sci., 2018

Gradual Machine Learning for Entity Resolution.

[BibT_eX]

[DOI]

CoRR, 2018

Improving the Results of Machine-based Entity Resolution with Limited Human Effort: A Risk Perspective.

[BibT_eX]

[DOI]

CoRR, 2018

i-HUMO: An Interactive Human and Machine Cooperation Framework for Entity Resolution with Quality Guarantees.

[BibT_eX]

[DOI]

CoRR, 2018

SenHint: A Joint Framework for Aspect-level Sentiment Analysis by Deep Neural Networks and Linguistic Hints.

[BibT_eX]

[DOI]

Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Attribute Value Matching with Limited Budget.

[BibT_eX]

[DOI]

Fengfeng Fan

Zhanhuai Li

Qun Chen

Proceedings of the Intelligence Science and Big Data Engineering, 2018

Enabling Quality Control for Entity Resolution: A Human and Machine Cooperation Framework.

[BibT_eX]

[DOI]

Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

GraphU: A Unified Vertex-Centric Parallel Graph Processing Platform.

[BibT_eX]

[DOI]

Proceedings of the 38th IEEE International Conference on Distributed Computing Systems, 2018

Improving Machine-based Entity Resolution with Limited Human Effort: A Risk Perspective.

[BibT_eX]

[DOI]

Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics, 2018

2017

Parallelizing maximal clique and k-plex enumeration over graph data.

[BibT_eX]

[DOI]

J. Parallel Distributed Comput., 2017

Enabling Quality Control for Entity Resolution: A Human and Machine Cooperative Framework.

[BibT_eX]

[DOI]

CoRR, 2017

GraphHP: A Hybrid Platform for Iterative Graph Processing.

[BibT_eX]

[DOI]

CoRR, 2017

A Human-and-Machine Cooperative Framework for Entity Resolution with Quality Guarantees.

[BibT_eX]

[DOI]

Zhaoqiang Chen

Qun Chen

Zhanhuai Li

Proceedings of the 33rd IEEE International Conference on Data Engineering, 2017

POOLSIDE: An Online Probabilistic Knowledge Base for Shopping Decision Support.

[BibT_eX]

[DOI]

Proceedings of the 2017 ACM on Conference on Information and Knowledge Management, 2017

2016

A probabilistic ranking framework for web-based relational data imputation.

[BibT_eX]

[DOI]

Inf. Sci., 2016

Efficient Maximal Clique Enumeration Over Graph Data.

[BibT_eX]

[DOI]

Data Sci. Eng., 2016

Towards Scalable Subgraph Pattern Matching over Big Graphs on MapReduce.

[BibT_eX]

[DOI]

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

DFA-G: A Unified Programming Model for Vertex-Centric Parallel Graph Processing.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

Parallelizing Maximal Clique Enumeration Over Graph Data.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2016

Web-based techniques for automatically detecting and correcting information errors in a database.

[BibT_eX]

[DOI]

Proceedings of the 2016 International Conference on Big Data and Smart Computing, 2016

Discovering Approximate Functional Dependencies from Distributed Big Data.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 18th Asia-Pacific Web Conference, 2016

2015

Discovering Functional Dependencies in Vertically Distributed Big Data.

[BibT_eX]

[DOI]

Proceedings of the Web Information Systems Engineering - WISE 2015, 2015

OMEGA: An Order-Preserving SubMatrix Mining, Indexing and Search Tool.

[BibT_eX]

[DOI]

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2015

Towards Order-Preserving SubMatrix Search and Indexing.

[BibT_eX]

[DOI]

Proceedings of the Database Systems for Advanced Applications, 2015

2013

Parallel Partitioning and Mining Gene Expression Data with Butterfly Network.

[BibT_eX]

[DOI]

Proceedings of the Database and Expert Systems Applications, 2013

2012

Semantic relevance ranking for XML keyword search.

[BibT_eX]

[DOI]

Ying Lou

Zhanhuai Li

Qun Chen

Inf. Sci., 2012

MSMapper: An Adaptive Split Assignment Scheme for MapReduce.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management, 2012

A trust-based Top-K recommender system using social tagging network.

[BibT_eX]

[DOI]

Jian Jin

Qun Chen

Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

Mining Frequent Association Tag Sequences for Clustering XML Documents.

[BibT_eX]

[DOI]

Proceedings of the Web Technologies and Applications - 14th Asia-Pacific Web Conference, 2012

2011

XIOTR : A Terse Ranking of XIO for XML Keyword Search.

[BibT_eX]

[DOI]

J. Softw., 2011

Event Detection over Live and Archived Streams.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management - 12th International Conference, 2011

XIO-SLCA: Optimize SLCA for Effective Keyword Search in XML Documents.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management, 2011

Complex Event Processing over Unreliable RFID Data Streams.

[BibT_eX]

[DOI]

Yanming Nie

Zhanhuai Li

Qun Chen

Proceedings of the Web Technologies and Applications - 13th Asia-Pacific Web Conference, 2011

2010

Structure and Content Similarity for Clustering XML Documents.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management, 2010

Efficient Multiple Objects-Oriented Event Detection Over RFID Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management, 11th International Conference, 2010

Effective XML Keyword Search through Valid Lowest Information Unit.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management, 2010

Online Pattern Aggregation over RFID Data Streams.

[BibT_eX]

[DOI]

Proceedings of the Web-Age Information Management, 11th International Conference, 2010

2009

Optimization Techniques for RFID Complex Event Processing.

[BibT_eX]

[DOI]

Hailong Liu

Qun Chen

Zhanhuai Li

J. Comput. Sci. Technol., 2009

Probabilistic Modeling of Streaming RFID Data by Using Correlated Variable-duration HMMs.

[BibT_eX]

[DOI]

Proceedings of the Seventh ACIS International Conference on Software Engineering Research, 2009

2008

Optimizing Complex Event Processing over RFID Data Streams.

[BibT_eX]

[DOI]

Qun Chen

Zhanhuai Li

Hailong Liu

Proceedings of the 24th International Conference on Data Engineering, 2008

Qun Chen

Timeline

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