Yang Liu

Orcid: 0000-0002-7935-7146

Affiliations:
  • Sichuan University, China
  • Brunel University London, UK


According to our database1, Yang Liu authored at least 34 papers between 2010 and 2023.

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

Timeline

Legend:

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PhD thesis 
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Bibliography

2023
A Low-Carbon and Economic Dispatch Strategy for a Multi-Microgrid Based on a Meteorological Classification to Handle the Uncertainty of Wind Power.
Sensors, 2023

2022
An Improved TCN Considering Data Augmentation in Enabling Load Classification.
J. Circuits Syst. Comput., 2022

2021
User-Level Ultra-Short-Term Load Forecasting Model Based on Optimal Feature Selection and Bahdanau Attention Mechanism.
J. Circuits Syst. Comput., 2021

2020
High-Performance Machine Learning for Large-Scale Data Classification considering Class Imbalance.
Sci. Program., 2020

2019
A Resource Aware Parallelized Back Propagation Neural Network in Enabling Efficient Large-Scale Digital Health Data Processing.
IEEE Access, 2019

2017
Parallelizing Gene Expression Programming Algorithm in Enabling Large-Scale Classification.
Sci. Program., 2017

The Parallelization of Back Propagation Neural Network in MapReduce and Spark.
Int. J. Parallel Program., 2017

A sliding window-based dynamic load balancing for heterogeneous Hadoop clusters.
Concurr. Comput. Pract. Exp., 2017

A prototype simulator for the simulation of complicated hadoop framework behaviors.
Proceedings of the 13th International Conference on Natural Computation, 2017

2016
A Resource Aware MapReduce Based Parallel SVM for Large Scale Image Classifications.
Neural Process. Lett., 2016

A MapReduce-based parallel <i>K-means</i> clustering for large-scale CIM data verification.
Concurr. Comput. Pract. Exp., 2016

Parallelizing Backpropagation Neural Network Using MapReduce and Cascading Model.
Comput. Intell. Neurosci., 2016

Cascading model based back propagation neural network in enabling precise classification.
Proceedings of the 12th International Conference on Natural Computation, 2016

2015
MapReduce Based Parallel Neural Networks in Enabling Large Scale Machine Learning.
Comput. Intell. Neurosci., 2015

The performance evaluations for Hadoop in diverse system architectures.
Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

2014
Parallelizing multiclass support vector machines for scalable image annotation.
Neural Comput. Appl., 2014

A MapReduce Based Distributed LSI for Scalable Information Retrieval.
Comput. Informatics, 2014

Topic selection in latent dirichlet allocation.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

A MapReduce based parallel algorithm for CIM data verification.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

Data locality in Hadoop cluster systems.
Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

2013
An ontology enhanced parallel SVM for scalable spam filter training.
Neurocomputing, 2013

HSim: A MapReduce simulator in enabling Cloud Computing.
Future Gener. Comput. Syst., 2013

A MapReduce-based distributed SVM ensemble for scalable image classification and annotation.
Comput. Math. Appl., 2013

2012
A distributed SVM ensemble for image classification and annotation.
Proceedings of the 9th International Conference on Fuzzy Systems and Knowledge Discovery, 2012

2011
A resource aware distributed LSI algorithm for scalable information retrieval.
PhD thesis, 2011

A MapReduce-based distributed SVM algorithm for automatic image annotation.
Comput. Math. Appl., 2011

Performance evaluation of Latent Dirichlet Allocation in text mining.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Load balancing in MapReduce environments for data intensive applications.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

A distributed SVM for scalable image annotation.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Parallelizing multiclass Support Vector Machines for scalable image annotation.
Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

2010
OBIRE: Ontology Based Bibliographic Information Retrieval in P2P Networks.
Int. J. Distributed Syst. Technol., 2010

A MapReduce based distributed LSI.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

MRSim: A discrete event based MapReduce simulator.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

A distributed SVM for image annotation.
Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010


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