Yang Liu

ORCID

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 15

Top Venues

FSKD

Comput. Intell. Neurosci.

ICNC-FSKD

Concurr. Comput. Pract. Exp.

Brunel University London, UK (PHD)

Education History

Brunel University London, UK

PHD

Publications

Yang Liu, Xueling Li, Yamei Liu
A Low-Carbon and Economic Dispatch Strategy for a Multi-Microgrid Based on a Meteorological Classification to Handle the Uncertainty of Wind Power. Sensors 23 (11) (2023)
Ding Han, Hongkun Bai, Yuanyuan Wang, Shiqian Wang, Jie Zhang, Yang Liu
An Improved TCN Considering Data Augmentation in Enabling Load Classification. J. Circuits Syst. Comput. 31 (16) (2022)
Ziyao Wang, Huaqiang Li, Zizhuo Tang, Yang Liu
User-Level Ultra-Short-Term Load Forecasting Model Based on Optimal Feature Selection and Bahdanau Attention Mechanism. J. Circuits Syst. Comput. 30 (15) (2021)
Yang Liu, Xiang Li, Xianbang Chen, Xi Wang, Huaqiang Li
High-Performance Machine Learning for Large-Scale Data Classification considering Class Imbalance. Sci. Program. 2020 (2020)
Yang Liu, Xianbang Chen, Lixiong Xu, Huaqiang Li, Maozhen Li
A Resource Aware Parallelized Back Propagation Neural Network in Enabling Efficient Large-Scale Digital Health Data Processing. IEEE Access 7 (2019)
Yang Liu, Lixiong Xu, Maozhen Li
The Parallelization of Back Propagation Neural Network in MapReduce and Spark. Int. J. Parallel Program. 45 (4) (2017)
Yang Liu, Weizhe Jing
A prototype simulator for the simulation of complicated hadoop framework behaviors. ICNC-FSKD (2017)
Yang Liu, Weizhe Jing, Youbo Liu, Lin Lv, Man Qi, Yang Xiang
A sliding window-based dynamic load balancing for heterogeneous Hadoop clusters. Concurr. Comput. Pract. Exp. 29 (3) (2017)
Lixiong Xu, Yuan Huang, Xiaodong Shen, Yang Liu
Parallelizing Gene Expression Programming Algorithm in Enabling Large-Scale Classification. Sci. Program. 2017 (2017)
Yang Liu, Weizhe Jing, Lixiong Xu
Parallelizing Backpropagation Neural Network Using MapReduce and Cascading Model. Comput. Intell. Neurosci. 2016 (2016)
Yang Liu, Weizhe Jing, Lixiong Xu
Cascading model based back propagation neural network in enabling precise classification. ICNC-FSKD (2016)
Chuang Deng, Yang Liu, Lixiong Xu, Jie Yang, Junyong Liu, Siguang Li, Maozhen Li
clustering for large-scale CIM data verification. Concurr. Comput. Pract. Exp. 28 (11) (2016)
Wenming Guo, Nasullah Khalid Alham, Yang Liu, Maozhen Li, Man Qi
A Resource Aware MapReduce Based Parallel SVM for Large Scale Image Classifications. Neural Process. Lett. 44 (1) (2016)
Yang Liu, Jie Yang, Yuan Huang, Lixiong Xu, Siguang Li, Man Qi
MapReduce Based Parallel Neural Networks in Enabling Large Scale Machine Learning. Comput. Intell. Neurosci. 2015 (2015)
Yang Liu, Jie Yang, Yuan Huang, Lixiong Xu
The performance evaluations for Hadoop in diverse system architectures. FSKD (2015)
Nasullah Khalid Alham, Maozhen Li, Yang Liu
Parallelizing multiclass support vector machines for scalable image annotation. Neural Comput. Appl. 24 (2) (2014)
Mukhtaj Khan, Yang Liu, Maozhen Li
Data locality in Hadoop cluster systems. FSKD (2014)
Yang Liu, Xiaodong Shen, Lixiong Xu, Maozhen Li
A MapReduce based parallel algorithm for CIM data verification. FSKD (2014)
Yang Liu, Maozhen Li, Mukhtaj Khan, Man Qi
A MapReduce Based Distributed LSI for Scalable Information Retrieval. Comput. Informatics 33 (2) (2014)
Yang Liu, Xiaodong Shen, Lixiong Xu, Maozhen Li
A MapReduce based parallel algorithm for CIM data verification. FSKD (2014)
Biao Wang, Yang Liu, Zelong Liu, Maozhen Li, Man Qi
Topic selection in latent dirichlet allocation. FSKD (2014)
Yang Liu, Maozhen Li, Nasullah Khalid Alham, Suhel Hammoud
HSim: A MapReduce simulator in enabling Cloud Computing. Future Gener. Comput. Syst. 29 (1) (2013)
Godwin Caruana, Maozhen Li, Yang Liu
An ontology enhanced parallel SVM for scalable spam filter training. Neurocomputing 108 (2013)
Nasullah Khalid Alham, Maozhen Li, Yang Liu, Man Qi
A MapReduce-based distributed SVM ensemble for scalable image classification and annotation. Comput. Math. Appl. 66 (10) (2013)
Nasullah Khalid Alham, Maozhen Li, Yang Liu, Mahesh Ponraj, Man Qi
A distributed SVM ensemble for image classification and annotation. FSKD (2012)
Yang Liu, Maozhen Li, Nasullah Khalid Alham, Suhel Hammoud, Mahesh Ponraj
Load balancing in MapReduce environments for data intensive applications. FSKD (2011)
Nasullah Khalid Alham, Maozhen Li, Yang Liu, Suhel Hammoud
A MapReduce-based distributed SVM algorithm for automatic image annotation. Comput. Math. Appl. 62 (7) (2011)
Nasullah Khalid Alham, Maozhen Li, Yang Liu, Suhel Hammoud
Parallelizing multiclass Support Vector Machines for scalable image annotation. FSKD (2011)
Zelong Liu, Maozhen Li, Yang Liu, Mahesh Ponraj
Performance evaluation of Latent Dirichlet Allocation in text mining. FSKD (2011)
Nasullah Khalid Alham, Maozhen Li, Yang Liu, Suhel Hammoud, Mahesh Ponraj
A distributed SVM for scalable image annotation. FSKD (2011)
Suhel Hammoud, Maozhen Li, Yang Liu, Nasullah Khalid Alham, Zelong Liu
MRSim: A discrete event based MapReduce simulator. FSKD (2010)
Nasullah Khalid Alham, Maozhen Li, Suhel Hammoud, Yang Liu, Mahesh Ponraj
A distributed SVM for image annotation. FSKD (2010)
Xiangyu Liu, Maozhen Li, Yang Liu, Man Qi
OBIRE: Ontology Based Bibliographic Information Retrieval in P2P Networks. Int. J. Distributed Syst. Technol. 1 (4) (2010)
Yang Liu, Maozhen Li, Suhel Hammoud, Nasullah Khalid Alham, Mahesh Ponraj
A MapReduce based distributed LSI. FSKD (2010)

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Publication Activity (10 Years)

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Yang Liu