Longbing Cao,: search on Z-Library

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1

Data science and analytics: a new era

Journal:

International Journal of Data Science and Analytics

Year:

2016

Language:

english

File:

PDF, 310 KB

english, 2016

2

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 7819 || Density-Based Clustering Based on Hierarchical Density Estimates

Pei, Jian, Tseng, Vincent S., Cao, Longbing, Motoda, Hiroshi, Xu, Guandong

Year:

2013

Language:

english

File:

PDF, 257 KB

english, 2013

3

Introduction to the special issue on Data Science in Asia (with PAKDD’2017)

Cao, Longbing, Lee, Jae-Gil, Lin, Xuemin

Journal:

International Journal of Data Science and Analytics

Year:

2018

Language:

english

File:

PDF, 312 KB

english, 2018

4

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 7819 || ProWSyn: Proximity Weighted Synthetic Oversampling Technique for Imbalanced Data Set Learning

Pei, Jian, Tseng, Vincent S., Cao, Longbing, Motoda, Hiroshi, Xu, Guandong

Year:

2013

Language:

english

File:

PDF, 288 KB

english, 2013

5

Data Science

Journal:

ACM Computing Surveys

Year:

2017

Language:

english

File:

PDF, 1.19 MB

english, 2017

6

[IEEE 2016 International Joint Conference on Neural Networks (IJCNN) - Vancouver, BC, Canada (2016.7.24-2016.7.29)] 2016 International Joint Conference on Neural Networks (IJCNN) - Training deep neural networks on imbalanced data sets

Wang, Shoujin, Liu, Wei, Wu, Jia, Cao, Longbing, Meng, Qinxue, Kennedy, Paul J.

Year:

2016

Language:

english

File:

PDF, 188 KB

english, 2016

7

[Lecture Notes in Computer Science] New Frontiers in Applied Data Mining Volume 7104 ||

Cao, Longbing, Huang, Joshua Zhexue, Bailey, James, Koh, Yun Sing, Luo, Jun

Year:

2012

Language:

english

File:

PDF, 11.26 MB

english, 2012

8

[IEEE 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops - Silicon Valley, CA, USA (2007.11.5-2007.11.12)] 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops - Detecting Turning Points of Trading Price and Return Volatility for Market Surveillance Agents

Ou, Yuming, Cao, Longbing, Yu, Ting, Zhang, Chengqi

Year:

2007

Language:

english

File:

PDF, 464 KB

english, 2007

9

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 10234 ||

Kim, Jinho, Shim, Kyuseok, Cao, Longbing, Lee, Jae-Gil, Lin, Xuemin, Moon, Yang-Sae

Year:

2017

Language:

english

File:

PDF, 44.95 MB

english, 2017

10

Data science

Journal:

Communications of the ACM

Year:

2017

Language:

english

File:

PDF, 1.14 MB

english, 2017

11

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 10235 ||

Kim, Jinho, Shim, Kyuseok, Cao, Longbing, Lee, Jae-Gil, Lin, Xuemin, Moon, Yang-Sae

Year:

2017

Language:

english

File:

PDF, 45.20 MB

english, 2017

12

A novel graph-based k-means for nonlinear manifold clustering and representative selection

Tu, Enmei, Cao, Longbing, Yang, Jie, Kasabov, Nicola

Journal:

Year:

2014

Language:

english

File:

PDF, 8.29 MB

english, 2014

13

[ACM Press the 24th ACM SIGKDD International Conference - London, United Kingdom (2018.08.19-2018.08.23)] Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining - KDD '18 - Learning Representations of Ultrahigh-dimensional Data for Random Distance-based Outlier Detection

Pang, Guansong, Cao, Longbing, Chen, Ling, Liu, Huan

Year:

2018

Language:

english

File:

PDF, 1.59 MB

english, 2018

14

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 10234 || Location Prediction Through Activity Purpose: Integrating Temporal and Sequential Models

Kim, Jinho, Shim, Kyuseok, Cao, Longbing, Lee, Jae-Gil, Lin, Xuemin, Moon, Yang-Sae

Year:

2017

Language:

english

File:

PDF, 593 KB

english, 2017

15

Enhancing Mobile App User Understanding and Marketing With Heterogeneous Crowdsourced Data: A Review

Guo, Bin, Ouyang, Yi, Guo, Tong, Cao, Longbing, Yu, Zhiwen

Journal:

Year:

2019

Language:

english

File:

PDF, 60 KB

english, 2019

16

Domain-Driven Data Mining: Challenges and Prospects

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2010

Language:

english

File:

PDF, 1.42 MB

english, 2010

17

[Data Analytics] Data Science Thinking (The Next Scientific, Technological and Economic Revolution) || What Is Data Science

Year:

2018

Language:

english

File:

PDF, 380 KB

english, 2018

18

[IEEE 2012 International Joint Conference on Neural Networks (IJCNN 2012 - Brisbane) - Brisbane, Australia (2012.06.10-2012.06.15)] The 2012 International Joint Conference on Neural Networks (IJCNN) - Graph-based coupled behavior analysis: A case study on detecting collaborative manipulations in stock markets

Yin Song,, Cao, Longbing

Year:

2012

Language:

english

File:

PDF, 840 KB

english, 2012

19

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 7818 || PUF-Tree: A Compact Tree Structure for Frequent Pattern Mining of Uncertain Data

Pei, Jian, Tseng, Vincent S., Cao, Longbing, Motoda, Hiroshi, Xu, Guandong

Year:

2013

Language:

english

File:

PDF, 304 KB

english, 2013

20

[Lecture Notes in Computer Science] Trends and Applications in Knowledge Discovery and Data Mining Volume 7867 ||

Li, Jiuyong, Cao, Longbing, Wang, Can, Tan, Kay Chen, Liu, Bo, Pei, Jian, Tseng, Vincent S.

Year:

2013

Language:

english

File:

PDF, 13.10 MB

english, 2013

21

[Lecture Notes in Computer Science] Agents and Data Mining Interaction Volume 7103 || Towards a Multiagent-Based Distributed Intrusion Detection System Using Data Mining Approaches

Cao, Longbing, Bazzan, Ana L. C., Symeonidis, Andreas L., Gorodetsky, Vladimir I., Weiss, Gerhard, Yu, Philip S.

Year:

2012

Language:

english

File:

PDF, 329 KB

english, 2012

22

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 10235 || Friend Recommendation Considering Preference Coverage in Location-Based Social Networks

Kim, Jinho, Shim, Kyuseok, Cao, Longbing, Lee, Jae-Gil, Lin, Xuemin, Moon, Yang-Sae

Year:

2017

Language:

english

File:

PDF, 634 KB

english, 2017

23

[IEEE 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Campus des Cordeliers, Paris, France (2015.10.19-2015.10.21)] 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Mining actionable combined patterns of high utility and frequency

Shao, Jingyu, Yin, Junfu, Liu, Wei, Cao, Longbing

Year:

2015

Language:

english

File:

PDF, 410 KB

english, 2015

24

An effective contrast sequential pattern mining approach to taxpayer behavior analysis

Zheng, Zhigang, Wei, Wei, Liu, Chunming, Cao, Wei, Cao, Longbing, Bhatia, Maninder

Journal:

Year:

2016

Language:

english

File:

PDF, 1.07 MB

english, 2016

25

An Efficient Approach for Outlier Detection with Imperfect Data Labels

Bo Liu,, Yanshan Xiao,, Yu, Philip S., Zhifeng Hao,, Longbing Cao,

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2014

Language:

english

File:

PDF, 464 KB

english, 2014

26

TOP-10 DATA MINING CASE STUDIES

MELLI, GABOR, WU, XINDONG, BEINAT, PAUL, BONCHI, FRANCESCO, CAO, LONGBING, DUAN, RONG, FALOUTSOS, CHRISTOS, GHANI, RAYID, KITTS, BRENDAN, GOETHALS, BART, MCLACHLAN, GEOFF, PEI, JIAN, SRIVASTAVA, ASHOK

Journal:

International Journal of Information Technology & Decision Making

Year:

2012

Language:

english

File:

PDF, 165 KB

english, 2012

27

THE EVOLUTION OF KDD: TOWARDS DOMAIN-DRIVEN DATA MINING

CAO, LONGBING, ZHANG, CHENGQI

Journal:

International Journal of Pattern Recognition and Artificial Intelligence

Year:

2007

Language:

english

File:

PDF, 249 KB

english, 2007

28

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 7818 || Robust Synchronization-Based Graph Clustering

Pei, Jian, Tseng, Vincent S., Cao, Longbing, Motoda, Hiroshi, Xu, Guandong

Year:

2013

Language:

english

File:

PDF, 1.62 MB

english, 2013

29

[Data Analytics] Data Science Thinking (The Next Scientific, Technological and Economic Revolution) || Data Profession

Year:

2018

Language:

english

File:

PDF, 878 KB

english, 2018

30

Mining Partially-Ordered Sequential Rules Common to Multiple Sequences

Fournier-Viger, Philippe, Wu, Cheng-Wei, Tseng, Vincent S., Cao, Longbing, Nkambou, Roger

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2015

Language:

english

File:

PDF, 1.69 MB

english, 2015

31

[IEEE 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Campus des Cordeliers, Paris, France (2015.10.19-2015.10.21)] 2015 IEEE International Conference on Data Science and Advanced Analytics (DSAA) - Document similarity analysis via involving both explicit and implicit semantic couplings

Chen, Qianqian, Hu, Liang, Xu, Jia, Liu, Wei, Cao, Longbing

Year:

2015

Language:

english

File:

PDF, 458 KB

english, 2015

32

Data Mining and Multi-agent Integration || Agent-Based Distributed Data Mining: A Survey

Year:

2009

Language:

english

File:

PDF, 502 KB

english, 2009

33

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 6440 || Multiple Level Views on the Adherent Cohesive Subgraphs in Massive Temporal Call Graphs

Cao, Longbing, Feng, Yong, Zhong, Jiang

Year:

2010

Language:

english

File:

PDF, 502 KB

english, 2010

34

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 7818 ||

Pei, Jian, Tseng, Vincent S., Cao, Longbing, Motoda, Hiroshi, Xu, Guandong

Year:

2013

Language:

english

File:

PDF, 23.01 MB

english, 2013

35

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 6440 || Frequent Pattern Mining Using Modified CP-Tree for Knowledge Discovery

Cao, Longbing, Feng, Yong, Zhong, Jiang

Year:

2010

Language:

english

File:

PDF, 420 KB

english, 2010

36

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 10234 || Efficient Bi-level Variable Selection and Application to Estimation of Multiple Covariance Matrices

Kim, Jinho, Shim, Kyuseok, Cao, Longbing, Lee, Jae-Gil, Lin, Xuemin, Moon, Yang-Sae

Year:

2017

Language:

english

File:

PDF, 233 KB

english, 2017

37

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 10234 || Using Network Flows to Identify Users Sharing Extremist Content on Social Media

Kim, Jinho, Shim, Kyuseok, Cao, Longbing, Lee, Jae-Gil, Lin, Xuemin, Moon, Yang-Sae

Year:

2017

Language:

english

File:

PDF, 676 KB

english, 2017

38

[IEEE 2013 IEEE International Conference on Data Mining (ICDM) - Dallas, TX, USA (2013.12.7-2013.12.10)] 2013 IEEE 13th International Conference on Data Mining - Efficiently Mining Top-K High Utility Sequential Patterns

Yin, Junfu, Zheng, Zhigang, Cao, Longbing, Song, Yin, Wei, Wei

Year:

2013

Language:

english

File:

PDF, 227 KB

english, 2013

39

[ACM Press the 2015 ACM SIGMOD International Conference - Melbourne, Victoria, Australia (2015.05.31-2015.06.04)] Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data - SIGMOD '15 - Online Video Recommendation in Sharing Community

Zhou, Xiangmin, Chen, Lei, Zhang, Yanchun, Cao, Longbing, Huang, Guangyan, Wang, Chen

Year:

2015

Language:

english

File:

PDF, 875 KB

english, 2015

40

Social Security and Social Welfare Data Mining: An Overview

Journal:

IEEE Transactions on Systems Man and Cybernetics Part C (Applications and Reviews)

Year:

2012

Language:

english

File:

PDF, 743 KB

english, 2012

41

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 6440 ||

Cao, Longbing, Feng, Yong, Zhong, Jiang

Year:

2010

Language:

english

File:

PDF, 11.96 MB

english, 2010

42

Negative Sequence Analysis

Wang, Wei, CAO, Longbing

Journal:

ACM Computing Surveys

Year:

2019

File:

PDF, 1.66 MB

2019

43

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 6635 ||

Huang, Joshua Zhexue, Cao, Longbing, Srivastava, Jaideep

Year:

2011

Language:

english

File:

PDF, 10.26 MB

english, 2011

44

[IEEE 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'07) - Fremont, CA, USA (2007.11.2-2007.11.5)] 2007 IEEE/WIC/ACM International Conference on Intelligent Agent Technology (IAT'07) - Developing Actionable Trading Strategies for Trading Agents

Cao, Longbing, Luo, Chao, Zhang, Chengqi

Year:

2007

Language:

english

File:

PDF, 181 KB

english, 2007

45

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 10235 || Mining Drug Properties for Decision Support in Dental Clinics

Kim, Jinho, Shim, Kyuseok, Cao, Longbing, Lee, Jae-Gil, Lin, Xuemin, Moon, Yang-Sae

Year:

2017

Language:

english

File:

PDF, 671 KB

english, 2017

46

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 10234 || Cost-Effective Viral Marketing in the Latency Aware Independent Cascade Model

Kim, Jinho, Shim, Kyuseok, Cao, Longbing, Lee, Jae-Gil, Lin, Xuemin, Moon, Yang-Sae

Year:

2017

Language:

english

File:

PDF, 520 KB

english, 2017

47

A bi-modal face recognition framework integrating facial expression with facial appearance

Pohsiang Tsai, Longbing Cao, Tom Hintz, Tony Jan

Journal:

Pattern Recognition Letters

Year:

2009

Language:

english

File:

PDF, 2.09 MB

english, 2009

48

[Data Analytics] Data Science Thinking (The Next Scientific, Technological and Economic Revolution) || Data Profession

Year:

2018

File:

PDF, 878 KB

2018

49

[IEEE 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops - Silicon Valley, CA, USA (2007.11.5-2007.11.12)] 2007 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology - Workshops - Detecting Turning Points of Trading Price and Return Volatility for Market Surveillance Agents

Ou, Yuming, Cao, Longbing, Yu, Ting, Zhang, Chengqi

Year:

2007

Language:

english

File:

PDF, 464 KB

english, 2007

50

[Lecture Notes in Computer Science] Advanced Data Mining and Applications Volume 8347 ||

Motoda, Hiroshi, Wu, Zhaohui, Cao, Longbing, Zaiane, Osmar, Yao, Min, Wang, Wei

Year:

2013

Language:

english

File:

PDF, 12.32 MB

english, 2013

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