Qing Liu

Orcid: 0000-0001-7895-9551

Affiliations:
  • Commonwealth Scientific and Industrial Research Organisation (CSIRO), Data61, Hobart, Australia
  • Commonwealth Scientific and Industrial Research Organisation (CSIRO), Tasmanian ICT Centre, Intelligent Sensing and Systems Lab, Hobart, Australia
  • University of New South Wales, Sydney, Australia (PhD 2006)


According to our database1, Qing Liu authored at least 70 papers between 2003 and 2024.

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Bibliography

2024
A Lightweight, Effective, and Efficient Model for Label Aggregation in Crowdsourcing.
ACM Trans. Knowl. Discov. Data, May, 2024

Simpler is More: Efficient Top-K Nearest Neighbors Search on Large Road Networks.
CoRR, 2024

Transaction Fee Estimation in the Bitcoin System.
CoRR, 2024

2023
Enhancing bitcoin transaction confirmation prediction: a hybrid model combining neural networks and XGBoost.
World Wide Web (WWW), November, 2023

Multi-objective optimisation based fuzzy association rule mining method.
World Wide Web (WWW), May, 2023

Game theory based compatible incentive mechanism design for non-cryptocurrency blockchain systems.
J. Ind. Inf. Integr., February, 2023

Entity-Relation Distribution-Aware Negative Sampling for Knowledge Graph Embedding.
Proceedings of the Semantic Web - ISWC 2023, 2023

Towards Efficient Shortest Path Counting on Billion-Scale Graphs.
Proceedings of the 39th IEEE International Conference on Data Engineering, 2023

2022
A Light-weight, Effective and Efficient Model for Label Aggregation in Crowdsourcing.
CoRR, 2022

Proceedings of Principle and practice of data and Knowledge Acquisition Workshop 2022 (PKAW 2022).
CoRR, 2022

Bitcoin Transaction Confirmation Time Prediction: A Classification View.
Proceedings of the Web Information Systems Engineering - WISE 2022, 2022

Entity Similarity-Based Negative Sampling for Knowledge Graph Embedding.
Proceedings of the PRICAI 2022: Trends in Artificial Intelligence, 2022

2021
Towards an efficient rule-based framework for legal reasoning.
Knowl. Based Syst., 2021

Large-scale Legal Reasoning with Rules and Databases.
FLAP, 2021

Transaction Confirmation Time Estimation in the Bitcoin Blockchain.
Proceedings of the Web Information Systems Engineering - WISE 2021, 2021

2020
Dual incremental fuzzy schemes for frequent itemsets discovery in streaming numeric data.
Inf. Sci., 2020

From logs to Stories: Human-Centred Data Mining for Cyber Threat Intelligence.
IEEE Access, 2020

Investigating cyber alerts with graph-based analytics and narrative visualization.
Proceedings of the 24th International Conference on Information Visualisation, 2020

2019
Automated Class Correction and Enrichment in the Semantic Web.
J. Web Semant., 2019

A probabilistic model for truth discovery with object correlations.
Knowl. Based Syst., 2019

A general model for fuzzy decision tree and fuzzy random forest.
Comput. Intell., 2019

An Explainable Intelligence Model for Security Event Analysis.
Proceedings of the AI 2019: Advances in Artificial Intelligence, 2019

Modeling Random Guessing and Task Difficulty for Truth Inference in Crowdsourcing.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Dynamic Source Weight Computation for Truth Inference over Data Streams.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018
Approximate Query Processing.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

A novel parallel community detection scheme based on label propagation.
World Wide Web, 2018

An Integrated Data Combination Method in Wireless Sensor Networks.
Int. J. Interdiscip. Telecommun. Netw., 2018

On the Discovery of Continuous Truth: A Semi-supervised Approach with Partial Ground Truths.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

An Entropy-Based Class Assignment Detection Approach for RDF Data.
Proceedings of the PRICAI 2018: Trends in Artificial Intelligence, 2018

2017
Mining semantic association rules from RDF data.
Knowl. Based Syst., 2017

A Weighted Evidence Combination Approach for Target Identification in Wireless Sensor Networks.
IEEE Access, 2017

DFS-container: achieving containerized block I/O for distributed file systems.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016
Semantic validation of environmental observations data.
Environ. Model. Softw., 2016

Semantic Similarity of Workflow Traces with Various Granularities.
Proceedings of the Web Information Systems Engineering - WISE 2016, 2016

SWARM: An Approach for Mining Semantic Association Rules from Semantic Web Data.
Proceedings of the PRICAI 2016: Trends in Artificial Intelligence, 2016

Effective Biosecurity Knowledge Management: A Provenance Perspective.
Proceedings of the Electronic Government and the Information Systems Perspective, 2016

POI recommendation with geographical and multi-tag influences.
Proceedings of the 2016 International Conference on Behavioral, 2016

Parallelizing label propagation for overlapping community detection.
Proceedings of the 2016 International Conference on Behavioral, 2016

Adapting a knowledge-based schema matching system for ontology mapping.
Proceedings of the Australasian Computer Science Week Multiconference, 2016

2015
Linked Data Provenance: State of the Art and Challenges.
Proceedings of the 3rd Australasian Web Conference, 2015

Designing a Knowledge-based Schema Matching System for Schema Mapping.
Proceedings of the Thirteenth Australasian Data Mining Conference, 2015

Schema Mapping Using Hybrid Ripple-Down Rules.
Proceedings of the 38th Australasian Computer Science Conference, 2015

2014
Evaluation of Terminological Schema Matching and Its Implications for Schema Mapping.
Proceedings of the PRICAI 2014: Trends in Artificial Intelligence, 2014

Incremental Schema Mapping.
Proceedings of the Knowledge Management and Acquisition for Smart Systems and Services, 2014

2013
A Partition-Based Approach to Structure Similarity Search.
Proc. VLDB Endow., 2013

Towards semantic comparison of multi-granularity process traces.
Knowl. Based Syst., 2013

CTrace: semantic comparison of multi-granularity process traces.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2013

2011
Web Service management system for bioinformatics research: a case study.
Serv. Oriented Comput. Appl., 2011

Case-Based Trust Evaluation from Provenance Information.
Proceedings of the IEEE 10th International Conference on Trust, 2011

A Semantic Portal for Next Generation Monitoring Systems.
Proceedings of the Semantic Web - ISWC 2011, 2011

A process provenance service system for scientific data analysis and sharing.
Proceedings of the 2011 International Conference on Data and Knowledge Engineering, 2011

2010
Managing Web Services: An Application in Bioinformatics.
Proceedings of the Service-Oriented Computing - 8th International Conference, 2010

2009
Approximate Query Processing.
Proceedings of the Encyclopedia of Database Systems, 2009

A Multi-Agent View of the Sensor Web.
Proceedings of the Advances in Practical Multi-Agent Systems, 2009

Gene Specific Co-regulation Discovery: An Improved Approach.
Proceedings of the Computational Science, 2009

Semi-bipartite Graph Visualization for Gene Ontology Networks.
Proceedings of the Graph Drawing, 17th International Symposium, 2009

Detecting Projected Outliers in High-Dimensional Data Streams.
Proceedings of the Database and Expert Systems Applications, 20th International Conference, 2009

Workshop Organizers' Message.
Proceedings of the Database Systems for Advanced Applications, 2009

FlowRecommender: A Workflow Recommendation Technique for Process Provenance.
Proceedings of the Eighth Australasian Data Mining Conference, AusDM 2009, Melbourne, 2009

2008
A multi-resolution surface distance model for <i>k</i>-NN query processing.
VLDB J., 2008

A Hybrid Prediction Model for Moving Objects.
Proceedings of the 24th International Conference on Data Engineering, 2008

Bio-Sense: A System for Supporting Sharing and Exploration in Bioinformatics Using Semantic Web Services.
Proceedings of the Fourth International Conference on e-Science, 2008

2007
Error minimization in approximate range aggregates.
Data Knowl. Eng., 2007

2006
Summarization of very large spatial dataset.
PhD thesis, 2006

Towards multidimensional subspace skyline analysis.
ACM Trans. Database Syst., 2006

Summarizing level-two topological relations in large spatial datasets.
ACM Trans. Database Syst., 2006

2005
Efficient Computation of the Skyline Cube.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

Summarizing Spatial Relations - A Hybrid Histogram.
Proceedings of the Web Technologies Research and Development - APWeb 2005, 7th Asia-Pacific Web Conference, Shanghai, China, March 29, 2005

2003
Multiscale Histograms: Summarizing Topological Relations in Large Spatial Datasets.
Proceedings of 29th International Conference on Very Large Data Bases, 2003

Multi-resolution Algorithms for Building Spatial Histograms.
Proceedings of the Database Technologies 2003, 2003


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