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1

Big data analytics for security and criminal investigations

Pramanik, M.I., Lau, Raymond Y.K., Yue, Wei T., Ye, Yunming, Li, Chunping

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2017

Language:

english

File:

PDF, 385 KB

english, 2017

2

MR-NTD: Manifold Regularization Nonnegative Tucker Decomposition for Tensor Data Dimension Reduction and Representation

Li, Xutao, Ng, Michael K., Cong, Gao, Ye, Yunming, Wu, Qingyao

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2016

Language:

english

File:

PDF, 1.86 MB

english, 2016

3

CPU versus GPU: which can perform matrix computation faster—performance comparison for basic linear algebra subprograms

Li, Feng, Ye, Yunming, Tian, Zhaoyang, Zhang, Xiaofeng

Journal:

Neural Computing and Applications

Year:

2018

Language:

english

File:

PDF, 1.28 MB

english, 2018

4

End-to-End Deep Reinforcement Learning based Recommendation with Supervised Embedding

Liu, Feng, Guo, Huifeng, Li, Xutao, Tang, Ruiming, Ye, Yunming, He, Xiuqiang

Journal:

[ACM WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining - Houston TX USA (03 02 2020 07 02 2020)] Proceedings of the 13th International Conference on Web Search and Data Mining

Year:

2020

File:

PDF, 4.87 MB

2020

5

SNP Selection and Classification of Genome-Wide SNP Data Using Stratified Sampling Random Forests

Qingyao Wu,, Yunming Ye,, Yang Liu,, Ng, M. K.

Journal:

IEEE Transactions on NanoBioscience

Year:

2012

Language:

english

File:

PDF, 1.80 MB

english, 2012

6

Dynamic Business Network Analysis for Correlated Stock Price Movement Prediction

Zhang, Wenping, Li, Chunping, Ye, Yunming, Li, Wenjie, Ngai, Eric W.T.

Journal:

IEEE Intelligent Systems

Year:

2015

Language:

english

File:

PDF, 2.94 MB

english, 2015

7

Time series k-means: A new k-means type smooth subspace clustering for time series data

Huang, Xiaohui, Ye, Yunming, Xiong, Liyan, Lau, Raymond Y.K., Jiang, Nan, Wang, Shaokai

Journal:

Information Sciences

Year:

2016

Language:

english

File:

PDF, 1.04 MB

english, 2016

8

Mining from distributed and abstracted data

Zhang, Xiaofeng, Cheung, William K., Ye, Yunming

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2016

Language:

english

File:

PDF, 624 KB

english, 2016

9

Clustering time-stamped data using multiple nonnegative matrices factorization

Huang, Xiaohui, Ye, Yunming, Xiong, Liyan, Wang, Shaokai, Yang, Xiaofei

Journal:

Knowledge-Based Systems

Year:

2016

Language:

english

File:

PDF, 1.82 MB

english, 2016

10

Multi-attribute and relational learning via hypergraph regularized generative model

Wang, Shaokai, Li, Xutao, Ye, Yunming, Huang, Xiaohui, Li, Yan

Journal:

Year:

2016

Language:

english

File:

PDF, 906 KB

english, 2016

11

Locality Reconstruction Models for Book Representation

Zhang, Haijun, Wang, Shuang, Mingbo, Zhao, Xu, Xiaofei, Ye, Yunming

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2018

Language:

english

File:

PDF, 3.15 MB

english, 2018

12

Flower-like NiCo2S4 Hollow Sub-microspheres with Mesoporous Nanoshells Support Pd Nanoparticles for Enhanced Hydrogen Evolution Reaction Electrocatalysis in Both Acidic and Alkaline Conditions

Sheng, Guoqing, Chen, Jiahui, Li, Yunming, Ye, Huangqing, Hu, Zhixiong, Fu, Xian-Zhu, Sun, Rong, Huang, Weixin, Wong, Ching-Ping

Journal:

ACS Applied Materials & Interfaces

Year:

2018

Language:

english

File:

PDF, 3.24 MB

english, 2018

13

[IEEE 2019 International Joint Conference on Neural Networks (IJCNN) - Budapest, Hungary (2019.7.14-2019.7.19)] 2019 International Joint Conference on Neural Networks (IJCNN) - Road Detection via Deep Residual Dense U-Net

Yang, Xiaofei, Li, Xutao, Ye, Yunming, Zhang, Xiaofeng, Zhang, Haijun, Huang, Xiaohui, Zhang, Boweng

Year:

2019

Language:

english

File:

PDF, 2.19 MB

english, 2019

14

Discriminative distribution alignment: A unified framework for heterogeneous domain adaptation

Yao, Yuan, Zhang, Yu, Li, Xutao, Ye, Yunming

Journal:

Pattern Recognition

Year:

2020

Language:

english

File:

PDF, 1.94 MB

english, 2020

15

Synergistic 2D/3D Convolutional Neural Network for Hyperspectral Image Classification

Yang, Xiaofei, Zhang, Xiaofeng, Ye, Yunming, Lau, Raymond Y. K., Lu, Shijian, Li, Xutao, Huang, Xiaohui

Journal:

Year:

2020

File:

PDF, 2.21 MB

2020

16

Knowledge Guided Capsule Attention Network for Aspect-based Sentiment Analysis

Zhang, Bowen, Li, Xutao, Xu, Xiaofei, Leung, Ka-Cheong, Chen, Zhiyao, Ye, Yunming

Journal:

IEEE/ACM Transactions on Audio, Speech, and Language Processing

Year:

2020

File:

PDF, 2.36 MB

2020

17

PFST-LSTM: A SpatioTemporal LSTM Model With Pseudoflow Prediction for Precipitation Nowcasting

Luo, Chuyao, Li, Xutao, Ye, Yunming

Journal:

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Year:

2021

File:

PDF, 5.10 MB

2021

18

On cluster tree for nested and multi-density data clustering

Xutao Li, Yunming Ye, Mark Junjie Li, Michael K. Ng

Journal:

Pattern Recognition

Year:

2010

Language:

english

File:

PDF, 3.69 MB

english, 2010

19

CALA: A Web analysis algorithm combined with content correlation analysis method

Ling Zhang, FanYuan Ma, YunMing Ye, JianGuo Chen

Journal:

Journal of Computer Science and Technology

Year:

2003

Language:

english

File:

PDF, 415 KB

english, 2003

20

[IEEE 2012 International Conference on Information and Automation (ICIA) - Shenyang, China (2012.06.6-2012.06.8)] 2012 IEEE International Conference on Information and Automation - An improved random forest classifier for image classification

Xu, Baoxun, Ye, Yunming, Nie, Lei

Year:

2012

Language:

english

File:

PDF, 562 KB

english, 2012

21

A feature group weighting method for subspace clustering of high-dimensional data

Xiaojun Chen, Yunming Ye, Xiaofei Xu, Joshua Zhexue Huang

Journal:

Pattern Recognition

Year:

2012

Language:

english

File:

PDF, 963 KB

english, 2012

22

Stratified sampling for feature subspace selection in random forests for high dimensional data

Yunming Ye, Qingyao Wu, Joshua Zhexue Huang, Michael K. Ng, Xutao Li

Journal:

Pattern Recognition

Year:

2013

Language:

english

File:

PDF, 970 KB

english, 2013

23

A Cluster Tree Method For Text Categorization

Zhaocai Sun, Yunming Ye, Weiru Deng, Zhexue Huang

Journal:

Procedia Engineering

Year:

2011

Language:

english

File:

PDF, 244 KB

english, 2011

24

Stratified Sampling Large Relational Networks Using Topologically Divided Stratums

Yueping Li, Xiaolin Du, Yunming Ye, Eric Ke Wang

Journal:

Procedia Engineering

Year:

2011

Language:

english

File:

PDF, 305 KB

english, 2011

25

TW-k-means: Automated two-level variable weighting clustering algorithm for multiview data

Xiaojun Chen,, Xiaofei Xu,, Huang, J. Z., Yunming Ye,

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2013

Language:

english

File:

PDF, 1.46 MB

english, 2013

26

MultiComm: Finding Community Structure in Multi-Dimensional Networks

Xutao Li,, Ng, Michael K., Yunming Ye,

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2014

Language:

english

File:

PDF, 1.02 MB

english, 2014

27

Markov-Miml: A Markov chain-based multi-instance multi-label learning algorithm

Wu, Qingyao, Ng, Michael K., Ye, Yunming

Journal:

Knowledge and Information Systems

Year:

2013

Language:

english

File:

PDF, 892 KB

english, 2013

28

Collective prediction of protein functions from protein-protein interaction networks

Wu, Qingyao, Ye, Yunming, Ng, Michael K, Ho, Shen-Shyang, Shi, Ruichao

Journal:

BMC Bioinformatics

Year:

2014

Language:

english

File:

PDF, 733 KB

english, 2014

29

MultiFacTV: module detection from higher-order time series biological data

Li, Xutao, Ye, Yunming, Ng, Michael, Wu, Qingyao

Journal:

Year:

2013

Language:

english

File:

PDF, 1.56 MB

english, 2013

30

Multi-label collective classification via Markov chain based learning method

Wu, Qingyao, Ng, Michael K., Ye, Yunming, Li, Xutao, Shi, Ruichao, Li, Yan

Journal:

Knowledge-Based Systems

Year:

2014

Language:

english

File:

PDF, 1.28 MB

english, 2014

31

[IEEE Int'l Conference on Cyber, Physical and Social Computing (CPSCom) - Hangzhou, China (2010.12.18-2010.12.20)] 2010 IEEE/ACM Int'l Conference on Green Computing and Communications & Int'l Conference on Cyber, Physical and Social Computing - Security Issues and Challenges for Cyber Physical System

Wang, Eric Ke, Ye, Yunming, Xu, Xiaofei, Yiu, S. M., Hui, L. C. K., Chow, K. P.

Year:

2010

Language:

english

File:

PDF, 349 KB

english, 2010

32

Unknown Chinese word extraction based on variety of overlapping strings

Ye, Yunming, Wu, Qingyao, Li, Yan, Chow, K.P., Hui, Lucas C.K., Yiu, S.M.

Journal:

Information Processing & Management

Year:

2013

Language:

english

File:

PDF, 842 KB

english, 2013

33

An ensemble of decision cluster crotches for classification of high dimensional data

Li, Yan, Ye, Yunming, Sun, Zhaocai, Hung, Edward, Huang, Joshua, Li, Yueping

Journal:

Knowledge-Based Systems

Year:

2013

Language:

english

File:

PDF, 1.21 MB

english, 2013

34

Extensions of Kmeans-Type Algorithms: A New Clustering Framework by Integrating Intracluster Compactness and Intercluster Separation

Huang, Xiaohui, Ye, Yunming, Zhang, Haijun

Journal:

IEEE Transactions on Neural Networks and Learning Systems

Year:

2014

Language:

english

File:

PDF, 4.26 MB

english, 2014

35

ForesTexter: An efficient random forest algorithm for imbalanced text categorization

Wu, Qingyao, Ye, Yunming, Zhang, Haijun, Ng, Michael K., Ho, Shen-Shyang

Journal:

Knowledge-Based Systems

Year:

2014

Language:

english

File:

PDF, 1009 KB

english, 2014

36

DSKmeans: A new kmeans-type approach to discriminative subspace clustering

Huang, Xiaohui, Ye, Yunming, Guo, Huifeng, Cai, Yi, Zhang, Haijun, Li, Yan

Journal:

Knowledge-Based Systems

Year:

2014

Language:

english

File:

PDF, 555 KB

english, 2014

37

Cotransfer Learning Using Coupled Markov Chains with Restart

Wu, Qingyao, Ng, Michael K., Ye, Yunming

Journal:

IEEE Intelligent Systems

Year:

2014

Language:

english

File:

PDF, 666 KB

english, 2014

38

Multidimensional Latent Semantic Analysis Using Term Spatial Information

Zhang, Haijun, Ho, John K. L., Wu, Q. M. Jonathan, Ye, Yunming

Journal:

IEEE Transactions on Cybernetics

Year:

2013

Language:

english

File:

PDF, 1.48 MB

english, 2013

39

[IEEE 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW) - HongKong, China (2010.12.18-2010.12.18)] 2010 IEEE International Conference on Bioinformatics and Biomedicine Workshops (BIBMW) - Fuzzy soft subspace clustering method for gene co-expression network analysis

Wang, Qiang, Ye, Yunming, Huang, Joshua Zhexue, Feng, Shengzhong

Year:

2010

Language:

english

File:

PDF, 441 KB

english, 2010

40

[IEEE 2011 2nd International Conference on Innovations in Bio-Inspired Computing and Applications (IBICA) - Shenzhen, Guangdong, China (2011.12.16-2011.12.18)] 2011 Second International Conference on Innovations in Bio-inspired Computing and Applications - An Agglomerative Fuzzy K-means Approach to Building Decision Cluster Classifiers

Zhang, Yanfeng, Xu, Xiaofei, Liu, Yingqun, Li, Xutao, Ye, Yunming

Year:

2011

Language:

english

File:

PDF, 152 KB

english, 2011

41

[IEEE 2008 9th International Conference on Web-Age Information Management (WAIM) - Zhangjiajie Hunan, China (2008.07.20-2008.07.22)] 2008 The Ninth International Conference on Web-Age Information Management - Fuzzy K-Means with Variable Weighting in High Dimensional Data Analysis

Wang, Qiang, Ye, Yunming, Huang, Joshua Zhexue

Year:

2008

Language:

english

File:

PDF, 367 KB

english, 2008

42

[IEEE 2010 Third International Symposium on Intelligent Information Technology and Security Informatics (IITSI) - Jian, China (2010.04.2-2010.04.4)] 2010 Third International Symposium on Intelligent Information Technology and Security Informatics - An Efficient and Secure Key Establishment Scheme for Wireless Sensor Network

Wang, Eric Ke, Ye, Yunming

Year:

2010

Language:

english

File:

PDF, 347 KB

english, 2010

43

[IEEE 2008 IEEE International Conference on Bioinformatics and Biomedicine - Philadelphia, PA, USA (2008.11.3-2008.11.5)] 2008 IEEE International Conference on Bioinformatics and Biomedicine - A Changing Window Approach to Exploring Gene Expression Patterns

Wang, Qiang, Ye, Yunming, Huang, Joshua Zhexue

Year:

2008

Language:

english

File:

PDF, 238 KB

english, 2008

44

[IEEE 2013 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Shanghai, China (2013.12.18-2013.12.21)] 2013 IEEE International Conference on Bioinformatics and Biomedicine - Cluster tree based multi-label classification for protein function prediction

Wu, Qingyao, Ye, Yunming, Zhang, Xiaofeng, Ho, Shen-Shyang

Year:

2013

Language:

english

File:

PDF, 157 KB

english, 2013

45

[IEEE 2009 2nd International Conference on Computer Science and its Applications (CSA) - Jeju, Korea (South) (2009.12.10-2009.12.12)] 2009 2nd International Conference on Computer Science and its Applications - Feature Weighting Information-Theoretic Co-Clustering for Document Clustering

Ye, Yunming, Li, Xutao, Wu, Biao, Li, Yan

Year:

2009

Language:

english

File:

PDF, 219 KB

english, 2009

46

[IEEE 2012 IEEE International Conference on Bioinformatics and Biomedicine (BIBM) - Philadelphia, PA, USA (2012.10.4-2012.10.7)] 2012 IEEE International Conference on Bioinformatics and Biomedicine - MultiFacTV: Finding modules from higher-order gene expression profiles with time dimension

Li, Xutao, Ye, Yunming, Wu, Qingyao, Ng, Michael K.

Year:

2012

Language:

english

File:

PDF, 1.21 MB

english, 2012

47

[IEEE 2014 International Joint Conference on Neural Networks (IJCNN) - Beijing, China (2014.7.6-2014.7.11)] 2014 International Joint Conference on Neural Networks (IJCNN) - A new ensemble method for multi-label data stream classification in non-stationary environment

Song, Ge, Ye, Yunming

Year:

2014

Language:

english

File:

PDF, 2.82 MB

english, 2014

48

[IEEE 2008 IEEE 16th International Conference on Fuzzy Systems (FUZZ-IEEE) - Hong Kong, China (2008.06.1-2008.06.6)] 2008 IEEE International Conference on Fuzzy Systems (IEEE World Congress on Computational Intelligence) - Feature-based unsupervised clustering for supplier categorization

Irfan, Danish, Xu Xiaofei,, Shengchun, Deng, Ye Yunming,

Year:

2008

Language:

english

File:

PDF, 130 KB

english, 2008

49

[IEEE IEEE International Conference on e-Business Engineering (ICEBE'05) - Beijing, China (2005.10.12-2005.10.18)] IEEE International Conference on e-Business Engineering (ICEBE'05) - Ontology-based e-catalog matching for integration of GDSN and EPCglobal network

Huang, J.Z., Feilong Tang,, Yunming Ye,, Huang, G., Minglu Li,

Year:

2005

Language:

english

File:

PDF, 157 KB

english, 2005

50

[IEEE 2009 4th IEEE Conference on Industrial Electronics and Applications (ICIEA) - Xian, China (2009.05.25-2009.05.27)] 2009 4th IEEE Conference on Industrial Electronics and Applications - S-Canopy:A feature-based clustering algorithm for supplier categorization

Irfan, Danish, Xu, Xiaofei, Deng, Shengchun, He, Zengyou, Ye, Yunming

Year:

2009

Language:

english

File:

PDF, 283 KB

english, 2009

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