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1

Top 10 algorithms in data mining

Xindong Wu, Vipin Kumar, J. Ross Quinlan, Joydeep Ghosh, Qiang Yang, Hiroshi Motoda, Geoffrey J. McLachlan, Angus Ng, Bing Liu, Philip S. Yu, Zhi-Hua Zhou, Michael Steinbach, David J. Hand, Dan Steinb

Journal:

Knowledge and Information Systems

Année:

2008

Langue:

english

Fichier:

PDF, 783 KB

english, 2008

2

Data mining with big data

Xindong Wu,, Xingquan Zhu,, Gong-Qing Wu,, Wei Ding,

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2014

Langue:

english

Fichier:

PDF, 733 KB

english, 2014

3

Knowledge graph enhanced neural collaborative recommendation

Sang, Lei, Xu, Min, Qian, Shengsheng, Wu, Xindong

Journal:

Expert Systems with Applications

Année:

2021

Fichier:

PDF, 4.79 MB

2021

4

Nonnegative Matrix Factorization on Orthogonal Subspace

Zhao Li, Xindong Wu, Hong Peng

Journal:

Pattern Recognition Letters

Année:

2010

Langue:

english

Fichier:

PDF, 1009 KB

english, 2010

5

Inductive learning: Algorithms and frontiers

Journal:

Artificial Intelligence Review

Année:

1993

Langue:

english

Fichier:

PDF, 1000 KB

english, 1993

6

Class Noise vs. Attribute Noise: A Quantitative Study

Xingquan Zhu, Xindong Wu

Journal:

Artificial Intelligence Review

Année:

2004

Langue:

english

Fichier:

PDF, 707 KB

english, 2004

7

Bridging Local and Global Data Cleansing: Identifying Class Noise in Large, Distributed Data Datasets

XINGQUAN ZHU, XINDONG WU, QIJUN CHEN

Journal:

Data Mining and Knowledge Discovery

Année:

2006

Langue:

english

Fichier:

PDF, 556 KB

english, 2006

8

Fundamentals of association rules in data mining and knowledge discovery

Shichao Zhang, Xindong Wu

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Année:

2011

Langue:

english

Fichier:

PDF, 253 KB

english, 2011

9

Compressed labeling on distilled labelsets for multi-label learning

Zhou, Tianyi, Tao, Dacheng, Wu, Xindong

Journal:

Machine Learning

Année:

2012

Langue:

english

Fichier:

PDF, 2.11 MB

english, 2012

10

Geometric Mean for Subspace Selection

Dacheng Tao, Xuelong Li, Xindong Wu, Maybank, S.J.

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2009

Langue:

english

Fichier:

PDF, 3.84 MB

english, 2009

11

[Lecture Notes in Computer Science] Advanced Research in Applied Artificial Intelligence Volume 7345 ||

Jiang, He, Ding, Wei, Ali, Moonis, Wu, Xindong

Année:

2012

Langue:

english

Fichier:

PDF, 32.13 MB

english, 2012

12

Authorship identification from unstructured texts

Zhang, Chunxia, Wu, Xindong, Niu, Zhendong, Ding, Wei

Journal:

Knowledge-Based Systems

Année:

2014

Langue:

english

Fichier:

PDF, 593 KB

english, 2014

13

[Lecture Notes in Computer Science] Advanced Research in Applied Artificial Intelligence Volume 7345 || Formal Analysis of Aviation Incidents

Jiang, He, Ding, Wei, Ali, Moonis, Wu, Xindong

Année:

2012

Langue:

english

Fichier:

PDF, 239 KB

english, 2012

14

[IEEE 2018 IEEE International Conference on Big Knowledge (ICBK) - Singapore (2018.11.17-2018.11.18)] 2018 IEEE International Conference on Big Knowledge (ICBK) - Stochastic Optimization for Market Return Prediction Using Financial Knowledge Graph

Fu, Xiaoyi, Ren, Xinqi, Mengshoel, Ole J., Wu, Xindong

Année:

2018

Langue:

english

Fichier:

PDF, 595 KB

english, 2018

15

Data Mining: How Research Meets Practical Development?

Xindong Wu, PhilipS. Yu, Gregory Piatetsky-Shapiro, Nick Cercone, T.Y. Lin, Ramamohanarao Kotagiri, BenjaminW. Wah

Journal:

Knowledge and Information Systems

Année:

2003

Langue:

english

Fichier:

PDF, 401 KB

english, 2003

16

Online Feature Selection with Streaming Features

Xindong Wu,, Kui Yu,, Wei Ding,, Hao Wang,, Xingquan Zhu,

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2013

Langue:

english

Fichier:

PDF, 2.45 MB

english, 2013

17

Efficient conversion of microcrystalline cellulose to 1,2-alkanediols over supported Ni catalysts

Wang, Xicheng, Meng, Lingqian, Wu, Feng, Jiang, Yijun, Wang, Lei, Mu, Xindong

Journal:

Green Chemistry

Année:

2012

Langue:

english

Fichier:

PDF, 288 KB

english, 2012

18

[IEEE 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery - Tianjin, China (2009.08.14-2009.08.16)] 2009 Sixth International Conference on Fuzzy Systems and Knowledge Discovery - Web News Extraction Based on Path Pattern Mining

Wu, Gong-Qing, Wu, Xindong, Hu, Xue-Gang, Li, Hai-Guang, Liu, Ying, Xu, Ren-Gan

Année:

2009

Langue:

english

Fichier:

PDF, 391 KB

english, 2009

19

Performance study of microwave photonic phase shifter based on vector-sum technique

Qi, Huajuan, Guo, Jing, Wu, Kui, Xiao, Yongchuan, Zhang, Xindong, Zhou, Jingran, Liu, Caixia, Ruan, Shengping, Dong, Wei, Chen, Weiyou

Journal:

Optik - International Journal for Light and Electron Optics

Année:

2013

Langue:

english

Fichier:

PDF, 1.78 MB

english, 2013

20

Ensemble learning from multiple information sources via label propagation and consensus

Lin, Yaojin, Hu, Xuegang, Wu, Xindong

Journal:

Applied Intelligence

Année:

2014

Langue:

english

Fichier:

PDF, 657 KB

english, 2014

21

How to Estimate the Regularization Parameter for Spectral Regression Discriminant Analysis and its Kernel Version?

Gui, Jie, Sun, Zhenan, Cheng, Jun, Ji, Shuiwang, Wu, Xindong

Journal:

IEEE Transactions on Circuits and Systems for Video Technology

Année:

2014

Langue:

english

Fichier:

PDF, 12.65 MB

english, 2014

22

Mining Semantically Consistent Patterns for Cross-View Data

Zhang, Lei, Zhao, Yao, Zhu, Zhenfeng, Wei, Shikui, Wu, Xindong

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2014

Langue:

english

Fichier:

PDF, 2.23 MB

english, 2014

23

Graph-Based Learning via Auto-Grouped Sparse Regularization and Kernelized Extension

Fang, Yuqiang, Wang, Ruili, Dai, Bin, Wu, Xindong

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2015

Langue:

english

Fichier:

PDF, 2.59 MB

english, 2015

24

[IEEE 2014 IEEE International Conference on Data Mining (ICDM) - Shenzhen, China (2014.12.14-2014.12.17)] 2014 IEEE International Conference on Data Mining - Towards Scalable and Accurate Online Feature Selection for Big Data

Yu, Kui, Wu, Xindong, Ding, Wei, Pei, Jian

Année:

2014

Langue:

english

Fichier:

PDF, 273 KB

english, 2014

25

Visual Classification by $\ell _1$ -Hypergraph Modeling

Wang, Meng, Liu, Xueliang, Wu, Xindong

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2015

Langue:

english

Fichier:

PDF, 844 KB

english, 2015

26

[IEEE 2016 IEEE 16th International Conference on Data Mining (ICDM) - Barcelona, Spain (2016.12.12-2016.12.15)] 2016 IEEE 16th International Conference on Data Mining (ICDM) - Concept Based Short Text Stream Classification with Topic Drifting Detection

Li, Peipei, He, Lu, Hu, Xuegang, Zhang, Yuhong, Li, Lei, Wu, Xindong

Année:

2016

Langue:

english

Fichier:

PDF, 635 KB

english, 2016

27

Editorial

Wu, Xindong, Aggarwal, Charu

Journal:

ACM Transactions on Knowledge Discovery from Data

Année:

2018

Langue:

english

Fichier:

PDF, 27 KB

english, 2018

28

Multi-pattern matching with variable-length wildcards using suffix tree

Liu, Na, Xie, Fei, Wu, Xindong

Journal:

Pattern Analysis and Applications

Année:

2018

Langue:

english

Fichier:

PDF, 1.99 MB

english, 2018

29

[IEEE 2018 IEEE International Conference on Big Knowledge (ICBK) - Singapore (2018.11.17-2018.11.18)] 2018 IEEE International Conference on Big Knowledge (ICBK) - Online Feature Selection for Streaming Features with High Redundancy Using Sliding-Window Sampling

You, Dianlong, Wu, Xindong, Shen, Limin, Chen, Zhen, Ma, Chuan, Deng, Song

Année:

2018

Fichier:

PDF, 457 KB

2018

30

NetNCSP: Nonoverlapping closed sequential pattern mining

Wu, Youxi, Zhu, Changrui, Li, Yan, Guo, Lei, Wu, Xindong

Journal:

Knowledge-Based Systems

Année:

2020

Fichier:

PDF, 2.37 MB

2020

31

Short Text Topic Modeling Techniques, Applications, and Performance: A Survey

Qiang, Jipeng, Qian, Zhenyu, Li, Yun, Yuan, Yunhao, Wu, Xindong

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2020

Fichier:

PDF, 2.38 MB

2020

32

Mining globally interesting patterns from multiple databases using kernel estimation

Shichao Zhang, Xiaofang You, Zhi Jin, Xindong Wu

Journal:

Expert Systems with Applications

Année:

2009

Langue:

english

Fichier:

PDF, 240 KB

english, 2009

33

Regional category parsing in undirected graphical models

Zhao Xie, Jun Gao, Xindong Wu

Journal:

Pattern Recognition Letters

Année:

2009

Langue:

english

Fichier:

PDF, 1.07 MB

english, 2009

34

Conceptual equivalence for contrast mining in classification learning

Ying Yang, Xindong Wu, Xingquan Zhu

Journal:

Data & Knowledge Engineering

Année:

2008

Langue:

english

Fichier:

PDF, 394 KB

english, 2008

35

Database classification for multi-database mining

Xindong Wu, Chengqi Zhang, Shichao Zhang

Journal:

Information Systems

Année:

2005

Langue:

english

Fichier:

PDF, 352 KB

english, 2005

36

A Chinese time ontology for the Semantic Web

Chunxia Zhang, Cungen Cao, Yuefei Sui, Xindong Wu

Journal:

Knowledge-Based Systems

Année:

2011

Langue:

english

Fichier:

PDF, 1.10 MB

english, 2011

37

Generic object recognition with regional statistical models and layer joint boosting

Jun Gao, Zhao Xie, Xindong Wu

Journal:

Pattern Recognition Letters

Année:

2007

Langue:

english

Fichier:

PDF, 2.03 MB

english, 2007

38

Object-oriented modeling of multimedia documents

Thuy-Linh Nguyen, Xindong Wu, Sayed Sajeev

Journal:

Computer Networks and ISDN Systems

Année:

1998

Langue:

english

Fichier:

PDF, 531 KB

english, 1998

39

Explicit schematic information in knowledge representation and acquisition

Journal:

Expert Systems with Applications

Année:

1998

Langue:

english

Fichier:

PDF, 96 KB

english, 1998

40

A structurally motivated framework for discriminant analysis

Bo Yang, Songcan Chen, Xindong Wu

Journal:

Pattern Analysis and Applications

Année:

2011

Langue:

english

Fichier:

PDF, 2.56 MB

english, 2011

41

Online First publication

Xindong Wu, Christiane Notarmarco

Journal:

Knowledge and Information Systems

Année:

2003

Langue:

english

Fichier:

PDF, 64 KB

english, 2003

42

Editorial: Introducing the New Editor-in-Chief

Journal:

Knowledge and Information Systems

Année:

2004

Langue:

english

Fichier:

PDF, 120 KB

english, 2004

43

Effective classification of noisy data streams with attribute-oriented dynamic classifier selection

Xingquan Zhu, Xindong Wu, Ying Yang

Journal:

Knowledge and Information Systems

Année:

2006

Langue:

english

Fichier:

PDF, 1.24 MB

english, 2006

44

Efficient string matching with wildcards and length constraints

Gong Chen, Xindong Wu, Xingquan Zhu, Abdullah N. Arslan, Yu He

Journal:

Knowledge and Information Systems

Année:

2006

Langue:

english

Fichier:

PDF, 458 KB

english, 2006

45

Supervised tensor learning

Dacheng Tao, Xuelong Li, Xindong Wu, Weiming Hu, Stephen J. Maybank

Journal:

Knowledge and Information Systems

Année:

2007

Langue:

english

Fichier:

PDF, 1.66 MB

english, 2007

46

Computing the minimum-support for mining frequent patterns

Shichao Zhang, Xindong Wu, Chengqi Zhang, Jingli Lu

Journal:

Knowledge and Information Systems

Année:

2008

Langue:

english

Fichier:

PDF, 416 KB

english, 2008

47

Special issue on selected papers from IEEE DMF 2008

Keith C. C. Chan, Xindong Wu

Journal:

Knowledge and Information Systems

Année:

2010

Langue:

english

Fichier:

PDF, 52 KB

english, 2010

48

Short sequence effect of ancient DNA on mammoth phylogenetic analyses

Guilian Sheng, Lianjuan Wu, Xindong Hou, Junxia Yuan, Shenghong Cheng, Bojian Zhong, Xulong Lai

Journal:

Frontiers of Earth Science

Année:

2009

Langue:

english

Fichier:

PDF, 187 KB

english, 2009

49

MINING APPROXIMATE REPEATING PATTERNS FROM SEQUENCE DATA WITH GAP CONSTRAINTS

Dan He, Xingquan Zhu, Xindong Wu

Journal:

Computational Intelligence

Année:

2011

Langue:

english

Fichier:

PDF, 961 KB

english, 2011

50

LFA: a linear forward-chaining algorithm for AI production systems

Journal:

Année:

1993

Langue:

english

Fichier:

PDF, 578 KB

english, 1993