Yingqiu Zhu

Orcid: 0000-0003-2932-2540

According to our database1, Yingqiu Zhu authored at least 17 papers between 2015 and 2024.

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

Timeline

Legend:

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
Subsampling spectral clustering for stochastic block models in large-scale networks.
Comput. Stat. Data Anal., January, 2024

A Selective Review on Statistical Methods for Massive Data Computation: Distributed Computing, Subsampling, and Minibatch Techniques.
CoRR, 2024

2023
A Sequential Addressing Subsampling Method for Massive Data Analysis Under Memory Constraint.
IEEE Trans. Knowl. Data Eng., September, 2023

CluBear: A Subsampling Package for Interactive Statistical Analysis with Massive Data on A Single Machine.
CoRR, 2023

Improved Naive Bayes with Mislabeled Data.
CoRR, 2023

2021
Automatic, dynamic, and nearly optimal learning rate specification via local quadratic approximation.
Neural Networks, 2021

Distributed one-step upgraded estimation for non-uniformly and non-randomly distributed data.
Comput. Stat. Data Anal., 2021

Subsampling Spectral Clustering for Large-Scale Social Networks.
CoRR, 2021

2020
Link prediction combining network structure and topic distribution in large-scale directed network.
J. Organ. Comput. Electron. Commer., 2020

Automatic, Dynamic, and Nearly Optimal Learning Rate Specification by Local Quadratic Approximation.
CoRR, 2020

2018
OSCAR: a framework to integrate spatial computing ability and data aggregation for emergency management of public health.
GeoInformatica, 2018

2017
VAST Challenge 2017: Mini-challenge 1.
Proceedings of the 12th IEEE Conference on Visual Analytics Science and Technology, 2017

2016
How to find appropriate automobile exhibition halls: Towards a personalized recommendation service for auto show.
Neurocomputing, 2016

How to find environmental risk factors of zoonotic infectious disease quickly.
Proceedings of the Second ACM SIGSPATIAL International Workshop on the Use of GIS in Emergency Management, 2016

Species Distribution Modeling via Spatial Bagging of Multiple Conditional Random Fields.
Proceedings of the Database Systems for Advanced Applications, 2016

2015
How to Find Appropriate Automobile Exhibition Halls: Towards a Personalized Recommendation Service for Auto Show.
Proceedings of the IEEE International Conference on Data Mining Workshop, 2015

Can Sentiment Analysis Help Mimic Decision-Making Process of Loan Granting? A Novel Credit Risk Evaluation Approach Using GMKL Model.
Proceedings of the 48th Hawaii International Conference on System Sciences, 2015


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