Yang Liu

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

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

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

Yang Liu, Xueling Li, Yamei Liu

Sensors, 2023

2022

An Improved TCN Considering Data Augmentation in Enabling Load Classification.

Ding Han, Hongkun Bai, Yuanyuan Wang, Shiqian Wang, Jie Zhang, Yang Liu

J. Circuits Syst. Comput., 2022

2021

User-Level Ultra-Short-Term Load Forecasting Model Based on Optimal Feature Selection and Bahdanau Attention Mechanism.

Ziyao Wang, Huaqiang Li, Zizhuo Tang, Yang Liu

J. Circuits Syst. Comput., 2021

2020

High-Performance Machine Learning for Large-Scale Data Classification considering Class Imbalance.

Yang Liu, Xiang Li, Xianbang Chen, Xi Wang, Huaqiang Li

Sci. Program., 2020

2019

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

Yang Liu, Xianbang Chen, Lixiong Xu, Huaqiang Li, Maozhen Li

IEEE Access, 2019

2017

Parallelizing Gene Expression Programming Algorithm in Enabling Large-Scale Classification.

Lixiong Xu, Yuan Huang, Xiaodong Shen, Yang Liu

Sci. Program., 2017

The Parallelization of Back Propagation Neural Network in MapReduce and Spark.

Yang Liu, Lixiong Xu, Maozhen Li

Int. J. Parallel Program., 2017

A sliding window-based dynamic load balancing for heterogeneous Hadoop clusters.

Yang Liu, Weizhe Jing, Youbo Liu, Lin Lv, Man Qi, Yang Xiang

Concurr. Comput. Pract. Exp., 2017

A prototype simulator for the simulation of complicated hadoop framework behaviors.

Yang Liu, Weizhe Jing

Proceedings of the 13th International Conference on Natural Computation, 2017

2016

A Resource Aware MapReduce Based Parallel SVM for Large Scale Image Classifications.

Wenming Guo, Nasullah Khalid Alham, Yang Liu, Maozhen Li, Man Qi

Neural Process. Lett., 2016

A MapReduce-based parallel <i>K-means</i> clustering for large-scale CIM data verification.

Chuang Deng, Yang Liu, Lixiong Xu, Jie Yang, Junyong Liu, Siguang Li, Maozhen Li

Concurr. Comput. Pract. Exp., 2016

Parallelizing Backpropagation Neural Network Using MapReduce and Cascading Model.

Yang Liu, Weizhe Jing, Lixiong Xu

Comput. Intell. Neurosci., 2016

Cascading model based back propagation neural network in enabling precise classification.

Yang Liu, Weizhe Jing, Lixiong Xu

Proceedings of the 12th International Conference on Natural Computation, 2016

2015

MapReduce Based Parallel Neural Networks in Enabling Large Scale Machine Learning.

Yang Liu, Jie Yang, Yuan Huang, Lixiong Xu, Siguang Li, Man Qi

Comput. Intell. Neurosci., 2015

The performance evaluations for Hadoop in diverse system architectures.

Yang Liu, Jie Yang, Yuan Huang, Lixiong Xu

Proceedings of the 12th International Conference on Fuzzy Systems and Knowledge Discovery, 2015

2014

Parallelizing multiclass support vector machines for scalable image annotation.

Nasullah Khalid Alham, Maozhen Li, Yang Liu

Neural Comput. Appl., 2014

A MapReduce Based Distributed LSI for Scalable Information Retrieval.

Yang Liu, Maozhen Li, Mukhtaj Khan, Man Qi

Comput. Informatics, 2014

Topic selection in latent dirichlet allocation.

Biao Wang, Yang Liu, Zelong Liu, Maozhen Li, Man Qi

Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

A MapReduce based parallel algorithm for CIM data verification.

Yang Liu, Xiaodong Shen, Lixiong Xu, Maozhen Li

Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

Data locality in Hadoop cluster systems.

Mukhtaj Khan, Yang Liu, Maozhen Li

Proceedings of the 11th International Conference on Fuzzy Systems and Knowledge Discovery, 2014

2013

An ontology enhanced parallel SVM for scalable spam filter training.

Godwin Caruana, Maozhen Li, Yang Liu

Neurocomputing, 2013

HSim: A MapReduce simulator in enabling Cloud Computing.

Yang Liu, Maozhen Li, Nasullah Khalid Alham, Suhel Hammoud

Future Gener. Comput. Syst., 2013

A MapReduce-based distributed SVM ensemble for scalable image classification and annotation.

Nasullah Khalid Alham, Maozhen Li, Yang Liu, Man Qi

Comput. Math. Appl., 2013

2012

A distributed SVM ensemble for image classification and annotation.

Nasullah Khalid Alham, Maozhen Li, Yang Liu, Mahesh Ponraj, Man Qi

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

2011

A resource aware distributed LSI algorithm for scalable information retrieval.

Yang Liu

PhD thesis, 2011

A MapReduce-based distributed SVM algorithm for automatic image annotation.

Nasullah Khalid Alham, Maozhen Li, Yang Liu, Suhel Hammoud

Comput. Math. Appl., 2011

Performance evaluation of Latent Dirichlet Allocation in text mining.

Zelong Liu, Maozhen Li, Yang Liu, Mahesh Ponraj

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Load balancing in MapReduce environments for data intensive applications.

Yang Liu, Maozhen Li, Nasullah Khalid Alham, Suhel Hammoud, Mahesh Ponraj

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

A distributed SVM for scalable image annotation.

Nasullah Khalid Alham, Maozhen Li, Yang Liu, Suhel Hammoud, Mahesh Ponraj

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

Parallelizing multiclass Support Vector Machines for scalable image annotation.

Nasullah Khalid Alham, Maozhen Li, Yang Liu, Suhel Hammoud

Proceedings of the Eighth International Conference on Fuzzy Systems and Knowledge Discovery, 2011

2010

OBIRE: Ontology Based Bibliographic Information Retrieval in P2P Networks.

Xiangyu Liu, Maozhen Li, Yang Liu, Man Qi

Int. J. Distributed Syst. Technol., 2010

A MapReduce based distributed LSI.

Yang Liu, Maozhen Li, Suhel Hammoud, Nasullah Khalid Alham, Mahesh Ponraj

Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

MRSim: A discrete event based MapReduce simulator.

Suhel Hammoud, Maozhen Li, Yang Liu, Nasullah Khalid Alham, Zelong Liu

Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010

A distributed SVM for image annotation.

Nasullah Khalid Alham, Maozhen Li, Suhel Hammoud, Yang Liu, Mahesh Ponraj

Proceedings of the Seventh International Conference on Fuzzy Systems and Knowledge Discovery, 2010