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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

Year:

2008

Language:

english

File:

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

Year:

2014

Language:

english

File:

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

Year:

2021

File:

PDF, 4.79 MB

2021

4

Nonnegative Matrix Factorization on Orthogonal Subspace

Zhao Li, Xindong Wu, Hong Peng

Journal:

Pattern Recognition Letters

Year:

2010

Language:

english

File:

PDF, 1009 KB

english, 2010

5

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

Year:

2006

Language:

english

File:

PDF, 556 KB

english, 2006

6

Fundamentals of association rules in data mining and knowledge discovery

Shichao Zhang, Xindong Wu

Journal:

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

Year:

2011

Language:

english

File:

PDF, 253 KB

english, 2011

7

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

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

Year:

2012

Language:

english

File:

PDF, 32.13 MB

english, 2012

8

Authorship identification from unstructured texts

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

Journal:

Knowledge-Based Systems

Year:

2014

Language:

english

File:

PDF, 593 KB

english, 2014

9

[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

Year:

2012

Language:

english

File:

PDF, 239 KB

english, 2012

10

[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

Year:

2018

Language:

english

File:

PDF, 595 KB

english, 2018

11

Inductive learning: Algorithms and frontiers

Journal:

Artificial Intelligence Review

Year:

1993

Language:

english

File:

PDF, 1000 KB

english, 1993

12

Class Noise vs. Attribute Noise: A Quantitative Study

Xingquan Zhu, Xindong Wu

Journal:

Artificial Intelligence Review

Year:

2004

Language:

english

File:

PDF, 707 KB

english, 2004

13

Geometric Mean for Subspace Selection

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

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Year:

2009

Language:

english

File:

PDF, 3.84 MB

english, 2009

14

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

Year:

2012

Language:

english

File:

PDF, 288 KB

english, 2012

15

[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

Year:

2009

Language:

english

File:

PDF, 391 KB

english, 2009

16

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

Year:

2013

Language:

english

File:

PDF, 1.78 MB

english, 2013

17

Ensemble learning from multiple information sources via label propagation and consensus

Lin, Yaojin, Hu, Xuegang, Wu, Xindong

Journal:

Applied Intelligence

Year:

2014

Language:

english

File:

PDF, 657 KB

english, 2014

18

[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

Year:

2014

Language:

english

File:

PDF, 273 KB

english, 2014

19

[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

Year:

2016

Language:

english

File:

PDF, 635 KB

english, 2016

20

[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

Year:

2018

File:

PDF, 457 KB

2018

21

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

Year:

2020

File:

PDF, 2.38 MB

2020

22

Mining globally interesting patterns from multiple databases using kernel estimation

Shichao Zhang, Xiaofang You, Zhi Jin, Xindong Wu

Journal:

Expert Systems with Applications

Year:

2009

Language:

english

File:

PDF, 240 KB

english, 2009

23

Database classification for multi-database mining

Xindong Wu, Chengqi Zhang, Shichao Zhang

Journal:

Information Systems

Year:

2005

Language:

english

File:

PDF, 352 KB

english, 2005

24

Object-oriented modeling of multimedia documents

Thuy-Linh Nguyen, Xindong Wu, Sayed Sajeev

Journal:

Computer Networks and ISDN Systems

Year:

1998

Language:

english

File:

PDF, 531 KB

english, 1998

25

Explicit schematic information in knowledge representation and acquisition

Journal:

Expert Systems with Applications

Year:

1998

Language:

english

File:

PDF, 96 KB

english, 1998

26

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

Year:

2003

Language:

english

File:

PDF, 401 KB

english, 2003

27

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

Year:

2009

Language:

english

File:

PDF, 187 KB

english, 2009

28

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

Journal:

Year:

1993

Language:

english

File:

PDF, 578 KB

english, 1993

29

Compressed labeling on distilled labelsets for multi-label learning

Zhou, Tianyi, Tao, Dacheng, Wu, Xindong

Journal:

Machine Learning

Year:

2012

Language:

english

File:

PDF, 2.11 MB

english, 2012

30

Automatic clustering using genetic algorithms

Yongguo Liu, Xindong Wu, Yidong Shen

Journal:

Applied Mathematics and Computation

Year:

2011

Language:

english

File:

PDF, 1006 KB

english, 2011

31

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

Year:

2013

Language:

english

File:

PDF, 2.45 MB

english, 2013

32

PMBC: Pattern mining from biological sequences with wildcard constraints

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

Journal:

Computers in Biology and Medicine

Year:

2013

Language:

english

File:

PDF, 687 KB

english, 2013

33

[Lecture Notes in Computer Science] Advanced Research in Applied Artificial Intelligence Volume 7345 || Mining Time-Gap Sequential Patterns

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

Year:

2012

Language:

english

File:

PDF, 245 KB

english, 2012

34

MAIL: mining sequential patterns with wildcards

Xie, Fei, Wu, Xindong, Hu, Xuegang, Gao, Jun, Guo, Dan, Fei, Yulian, Hua, Ertian

Journal:

International Journal of Data Mining and Bioinformatics

Year:

2013

Language:

english

File:

PDF, 1.08 MB

english, 2013

35

Mining sequential patterns with periodic wildcard gaps

Wu, Youxi, Wang, Lingling, Ren, Jiadong, Ding, Wei, Wu, Xindong

Journal:

Applied Intelligence

Year:

2014

Language:

english

File:

PDF, 1.02 MB

english, 2014

36

[Lecture Notes in Computer Science] Research and Development in Knowledge Discovery and Data Mining Volume 1394 || Mining market basket data using share measures and characterized itemsets

Wu, Xindong, Kotagiri, Ramamohanarao, Korb, Kevin B.

Year:

1998

Language:

english

File:

PDF, 1.02 MB

english, 1998

37

Quality of information-based source assessment and selection

Lin, Yaojin, Hu, Xuegang, Wu, Xindong

Journal:

Year:

2014

Language:

english

File:

PDF, 511 KB

english, 2014

38

Mining stable patterns in multiple correlated databases

Lin, Yaojin, Hu, Xuegang, Li, Xiaomei, Wu, Xindong

Journal:

Decision Support Systems

Year:

2013

Language:

english

File:

PDF, 978 KB

english, 2013

39

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

Year:

2014

Language:

english

File:

PDF, 12.65 MB

english, 2014

40

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

Year:

2014

Language:

english

File:

PDF, 2.23 MB

english, 2014

41

[IEEE 2009 21st IEEE International Conference on Tools with Artificial Intelligence (ICTAI) - Newark, New Jersey, USA (2009.11.2-2009.11.4)] 2009 21st IEEE International Conference on Tools with Artificial Intelligence - Error Detection and Uncertainty Modeling for Imprecise Data

He, Dan, Zhu, Xingquan, Wu, Xindong

Year:

2009

Language:

english

File:

PDF, 266 KB

english, 2009

42

3-D Object Retrieval With Hausdorff Distance Learning

Gao, Yue, Wang, Meng, Ji, Rongrong, Wu, Xindong, Dai, Qionghai

Journal:

IEEE Transactions on Industrial Electronics

Year:

2014

Language:

english

File:

PDF, 1.13 MB

english, 2014

43

The thermo-optical variable optical attenuator based on SOI

Qi, Huajuan, Guo, Jing, Wu, Kui, Xiao, Yongchuan, Dong, Wei, Zhang, Xindong, Chen, Weiyou

Journal:

Optik - International Journal for Light and Electron Optics

Year:

2014

Language:

english

File:

PDF, 1.25 MB

english, 2014

44

[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) - The Apriori property of sequence pattern mining with wildcard gaps

Min, Fan, Wu, Youxi, Wu, Xindong

Year:

2010

Language:

english

File:

PDF, 682 KB

english, 2010

45

ApLeaf: An efficient android-based plant leaf identification system

Zhao, Zhong-Qiu, Ma, Lin-Hai, Cheung, Yiu-ming, Wu, Xindong, Tang, Yuanyan, Chen, Chun Lung Philip

Journal:

Year:

2015

Language:

english

File:

PDF, 4.39 MB

english, 2015

46

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

Year:

2015

Language:

english

File:

PDF, 2.59 MB

english, 2015

47

Classification with Streaming Features: An Emerging-Pattern Mining Approach

Yu, Kui, Ding, Wei, Simovici, Dan A., Wang, Hao, Pei, Jian, Wu, Xindong

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2015

Language:

english

File:

PDF, 1.12 MB

english, 2015

48

[ACM Press the 18th ACM SIGKDD international conference - Beijing, China (2012.08.12-2012.08.16)] Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD '12 - Mining emerging patterns by streaming feature selection

Yu, Kui, Ding, Wei, Simovici, Dan A., Wu, Xindong

Year:

2012

Language:

english

File:

PDF, 624 KB

english, 2012

49

Visual Classification by $\ell _1$ -Hypergraph Modeling

Wang, Meng, Liu, Xueliang, Wu, Xindong

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2015

Language:

english

File:

PDF, 844 KB

english, 2015

50

Knowledge Engineering with Big Data

Wu, Xindong, Chen, Huanhuan, Wu, Gongqing, Liu, Jun, Zheng, Qinghua, He, Xiaofeng, zhou, Aoying, Zhao, Zhong-Qiu, Wei, Bifang, Li, Yang, Zhang, Qiping, Zhang, Shichao

Journal:

IEEE Intelligent Systems

Year:

2015

Language:

english

File:

PDF, 264 KB

english, 2015