Shang Gao

Orcid: 0000-0002-1595-3176

Affiliations:
  • Jilin University, College of Computer Science and Technology, Changchun, China
  • University of Calgary, Department of Computer Science, AB, Canada (former)


According to our database1, Shang Gao authored at least 45 papers between 2009 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

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PhD thesis 
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Bibliography

2024
Exploiting Complex Network-Based Clustering for Personalization-Enhanced Hierarchical Federated Edge Learning.
IEEE Trans. Mob. Comput., December, 2024

2023
HSM-SMCS: Task Assignment Based on Hybrid Sensing Modes in Sparse Mobile Crowdsensing.
IEEE Internet Things J., March, 2023

2022
Cooperative task assignment in spatial crowdsourcing via multi-agent deep reinforcement learning.
J. Syst. Archit., 2022

HPFL-CN: Communication-Efficient Hierarchical Personalized Federated Edge Learning via Complex Network Feature Clustering.
Proceedings of the 19th Annual IEEE International Conference on Sensing, 2022

2021
SDLSC-TA: Subarea Division Learning Based Task Allocation in Sparse Mobile Crowdsensing.
IEEE Trans. Emerg. Top. Comput., 2021

RLConfig: Run-time Configuration of Cluster Schedulers via Deep Reinforcement Learning.
Proceedings of the 2021 IEEE Intl Conf on Parallel & Distributed Processing with Applications, Big Data & Cloud Computing, Sustainable Computing & Communications, Social Computing & Networking (ISPA/BDCloud/SocialCom/SustainCom), New York City, NY, USA, September 30, 2021

2020
G-SEAP: Analyzing and characterizing soft-error aware approximation in GPGPUs.
Future Gener. Comput. Syst., 2020

2019
Pec: Proactive Elastic Collaborative Resource Scheduling in Data Stream Processing.
IEEE Trans. Parallel Distributed Syst., 2019

A Novel Auction-Based Query Pricing Schema.
Int. J. Parallel Program., 2019

A survey on quality-assurance approximate stream processing and applications.
Future Gener. Comput. Syst., 2019

Online Adaptive Approximate Stream Processing With Customized Error Control.
IEEE Access, 2019

An RNN-Based Delay-Guaranteed Monitoring Framework in Underwater Wireless Sensor Networks.
IEEE Access, 2019

Cost-Minimizing Online Algorithms for Geo-Distributed Data Analytics.
IEEE Access, 2019

2018
On pricing approximate queries.
Inf. Sci., 2018

Data Quality Aware Task Allocation With Budget Constraint in Mobile Crowdsensing.
IEEE Access, 2018

Data Quality Aware Task Allocation Under a Feasible Budget in Mobile Crowdsensing.
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

An Online Approximate Stream Processing Framework with Customized Error Control.
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

Energy-Aware Allocation of Approximate Query Processing Over Data Streams with Error Guarantee.
Proceedings of the 26th IEEE/ACM International Symposium on Quality of Service, 2018

2017
Received signal strength-based localization for large space indoor environments.
Int. J. Distributed Sens. Networks, 2017

2016
Intelligent CPSS and its application to health care computing.
Sci. China Inf. Sci., 2016

Mining Electronic Physical Records, a trial.
Proceedings of the 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, 2016

2015
Approximating the maximum common subgraph isomorphism problem with a weighted graph.
Knowl. Based Syst., 2015

Integrating multiple sources of genomic data by multiplex network reconstruction.
Proceedings of the 2015 IEEE International Conference on Bioinformatics and Biomedicine, 2015

2014
Community Structure, Inference and Network-Based Markers.
PhD thesis, 2014

Reporting and analyzing alternative clustering solutions by employing multi-objective genetic algorithm and conducting experiments on cancer data.
Knowl. Based Syst., 2014

Evaluating predictive performance of network biomarkers with network structures.
J. Bioinform. Comput. Biol., 2014

2013
MCF: A tool to find multi-scale community profiles in biological networks.
Comput. Methods Programs Biomed., 2013

Combining information extraction and text mining for cancer biomarker detection.
Proceedings of the Advances in Social Networks Analysis and Mining 2013, 2013

2012
Link prediction and classification in social networks and its application in healthcare and systems biology.
Netw. Model. Anal. Health Informatics Bioinform., 2012

Robust framework for recommending restructuring of websites by analysing web usage and web structure data.
Int. J. Bus. Intell. Data Min., 2012

Identifying cancer biomarkers by knowledge discovery from medical literature.
Proceedings of the IEEE 2nd International Conference on Computational Advances in Bio and Medical Sciences, 2012

Robust integrated framework for effective feature selection and sample classification and its application to gene expression data analysis.
Proceedings of the 2012 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2012

2011
Effectiveness of Social Networks for Studying Biological Agents and Identifying Cancer Biomarkers.
Proceedings of the Counterterrorism and Open Source Intelligence, 2011

Finding Hidden Links in Terrorist Networks by Checking Indirect Links of Different Sub-Networks.
Proceedings of the Counterterrorism and Open Source Intelligence, 2011

Effectiveness of Heuristic Based Approach on the Performance of Indexing and Clustering of High Dimensional Data.
J. Inf. Knowl. Manag., 2011

Mining sequential patterns with extensible knowledge representation.
Intell. Data Anal., 2011

Link prediction and classification in social networks and its application in healthcare.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2011

From Alternative Clustering to Robust Clustering and Its Application to Gene Expression Data.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

2010
The power of genetic algorithm in automated assessment of school readiness.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

Heuristic based approach to clustering and its time critical applications.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2010

A novel client-based approach for signing and checking web forms by using XML against DoS attacks.
Proceedings of the iiWAS'2010, 2010

Network modeling of RNA secondary structures based on integrative randomized clustering.
Proceedings of the 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops, 2010

2009
Set-based approach in mining sequential patterns.
Proceedings of the 24th International Symposium on Computer and Information Sciences, 2009

Modeling Knowledge Discovery in Financial Forecasting.
Proceedings of the IEEE International Conference on Information Reuse and Integration, 2009

Text summarization techniques: SVM versus neural networks.
Proceedings of the iiWAS'2009, 2009


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