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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

[IEEE 2008 Eighth IEEE International Conference on Data Mining (ICDM) - Pisa, Italy (2008.12.15-2008.12.19)] 2008 Eighth IEEE International Conference on Data Mining - Isolation Forest

Liu, Fei Tony, Ting, Kai Ming, Zhou, Zhi-Hua

Year:

2008

Language:

english

File:

PDF, 344 KB

english, 2008

3

Identifying and creating pathways to improve biological lignin valorization

Liu, Zhi-Hua, Le, Rosemary K., Kosa, Matyas, Yang, Bin, Yuan, Joshua, Ragauskas, Arthur J.

Journal:

Renewable and Sustainable Energy Reviews

Year:

2019

Language:

english

File:

PDF, 2.14 MB

english, 2019

4

Selenium uptake and fruit quality of pear ( Pyrus communis L.) treated with foliar Se application

Deng, Xiao-Fang, Zhao, Zhu-Qing, Han, Zeng-Yu, Huang, Li-Qiang, Lv, Chen-Hao, Zhang, Zhi-Hua, Zhang, Hai-Qing, Liu, Xin-Wei

Journal:

Journal of Plant Nutrition and Soil Science

Year:

2019

Language:

english

File:

PDF, 392 KB

english, 2019

5

Exploratory Undersampling for Class-Imbalance Learning

Xu-Ying Liu, Jianxin Wu, Zhi-Hua Zhou

Journal:

IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)

Year:

2009

Language:

english

File:

PDF, 654 KB

english, 2009

6

Training cost-sensitive neural networks with methods addressing the class imbalance problem

Zhi-Hua Zhou,, Xu-Ying Liu,

Journal:

IEEE Transactions on Knowledge and Data Engineering

Year:

2006

Language:

english

File:

PDF, 3.27 MB

english, 2006

7

[Lecture Notes in Computer Science] Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques Volume 9243 ||

He, Xiaofei, Gao, Xinbo, Zhang, Yanning, Zhou, Zhi-Hua, Liu, Zhi-Yong, Fu, Baochuan, Hu, Fuyuan, Zhang, Zhancheng

Year:

2015

Language:

english

File:

PDF, 34.15 MB

english, 2015

8

Isolation-Based Anomaly Detection

Liu, Fei Tony, Ting, Kai Ming, Zhou, Zhi-Hua

Journal:

ACM Transactions on Knowledge Discovery from Data

Year:

2012

Language:

english

File:

PDF, 2.53 MB

english, 2012

9

Role of groundcover management in controlling soil erosion under extreme rainfall in citrus orchards of southern China

Duan, Jian, Liu, Yao-Jun, Yang, Jie, Tang, Chong-Jun, Shi, Zhi-Hua

Journal:

Journal of Hydrology

Year:

2019

Language:

english

File:

PDF, 3.04 MB

english, 2019

10

Synchronous extraction of lignin peroxidase and manganese peroxidase from Phanerochaete chrysosporium fermentation broth

Peng, Xin, Yuan, Xing-zhong, Zeng, Guang-ming, Huang, Hua-jun, Wang, Hou, Liu, Huan, Bao, Shan, Ma, Yu-jie, Cui, Kai-long, Leng, Li-jian, Xiao, Zhi-hua

Journal:

Separation and Purification Technology

Year:

2014

Language:

english

File:

PDF, 1.04 MB

english, 2014

11

Determination of protein, fat, starch, and amino acids in foxtail millet [Setaria italica(L.) Beauv.] by Fourier transform near-infrared reflectance spectroscopy

Yang, Xiu-Shi, Wang, Li-Li, Zhou, Xian-Rong, Shuang, Shao-Min, Zhu, Zhi-Hua, Li, Nan, Li, Yan, Liu, Fang, Liu, San-Cai, Lu, Ping, Ren, Gui-Xing, Dong, Chuan

Journal:

Food Science and Biotechnology

Year:

2013

Language:

english

File:

PDF, 199 KB

english, 2013

12

Runoff maintenance and sediment reduction of different grasslands based on simulated rainfall experiments

Liu, Yi-Fan, Liu, Yu, Wu, Gao-Lin, Shi, Zhi-Hua

Journal:

Journal of Hydrology

Year:

2019

Language:

english

File:

PDF, 1.00 MB

english, 2019

13

[IEEE Sixth International Conference on Data Mining (ICDM'06) - Hong Kong, China (2006.12.18-2006.12.22)] Sixth International Conference on Data Mining (ICDM'06) - Exploratory Under-Sampling for Class-Imbalance Learning

Liu, Xu-ying, Wu, Jianxin, Zhou, Zhi-hua

Year:

2006

Language:

english

File:

PDF, 130 KB

english, 2006

14

[Lecture Notes in Computer Science] Intelligence Science and Big Data Engineering. Image and Video Data Engineering Volume 9242 || Combining Active Learning and Semi-Supervised Learning Based on Extreme Learning Machine for Multi-class Image Classification

He, Xiaofei, Gao, Xinbo, Zhang, Yanning, Zhou, Zhi-Hua, Liu, Zhi-Yong, Fu, Baochuan, Hu, Fuyuan, Zhang, Zhancheng

Year:

2015

Language:

english

File:

PDF, 1.73 MB

english, 2015

15

Optimization of media composition and culture conditions for acarbose production byActinoplanes utahensisZJB-08196

Ya-Jun Wang, Li-Ling Liu, Zhi-Hua Feng, Zhi-Qiang Liu, Yu-Guo Zheng

Journal:

World Journal of Microbiology and Biotechnology

Year:

2011

Language:

english

File:

PDF, 366 KB

english, 2011

16

Shrub encroachment with increasing anthropogenic disturbance in the semiarid Inner Mongolian grasslands of China

Peng, Hai-Ying, Li, Xiao-Yan, Li, Guang-Yong, Zhang, Zhi-Hua, Zhang, Si-Yi, Li, Liu, Zhao, Guo-Qin, Jiang, Zhi-Yun, Ma, Yu-Jun

Journal:

Year:

2013

Language:

english

File:

PDF, 2.05 MB

english, 2013

17

[Lecture Notes in Computer Science] Intelligence Science and Big Data Engineering. Big Data and Machine Learning Techniques Volume 9243 || Neural Network Based PID Control for Quadrotor Aircraft

He, Xiaofei, Gao, Xinbo, Zhang, Yanning, Zhou, Zhi-Hua, Liu, Zhi-Yong, Fu, Baochuan, Hu, Fuyuan, Zhang, Zhancheng

Year:

2015

Language:

english

File:

PDF, 877 KB

english, 2015

18

[American Society of Civil Engineers Geo-Shanghai 2014 - Shanghai, China (May 26-28, 2014)] Soil Behavior and Geomechanics - Experimental Study on the Influenced Mechanical Parameters of Shear Strength of Unsaturated Clay Slope

Liu, Zizhen, Yan, Zhi-xin, Duan, Jian, Ren, Zhi-hua

Year:

2014

Language:

english

File:

PDF, 154 KB

english, 2014

19

[Lecture Notes in Computer Science] Intelligence Science and Big Data Engineering. Image and Video Data Engineering Volume 9242 ||

He, Xiaofei, Gao, Xinbo, Zhang, Yanning, Zhou, Zhi-Hua, Liu, Zhi-Yong, Fu, Baochuan, Hu, Fuyuan, Zhang, Zhancheng

Year:

2015

Language:

english

File:

PDF, 129.91 MB

english, 2015

20

Trichoderma affects the physiochemical characteristics and bacterial community composition of saline–alkaline maize rhizosphere soils in the cold-region of Heilongjiang Province

Fu, Jian, Xiao, Yao, Wang, Yu-feng, Liu, Zhi-hua, Yang, Ke-jun

Journal:

Year:

2019

Language:

english

File:

PDF, 1.12 MB

english, 2019

21

Flexible Support Vector Regression and Its Application to Fault Detection

YI, Hui, SONG, Xiao-Feng, JIANG, Bin, LIU, Yu-Fang, ZHOU, Zhi-Hua

Journal:

Acta Automatica Sinica (Elsevier)

Year:

2013

Language:

english

File:

PDF, 2.40 MB

english, 2013

22

Characterization of CdSe and CdSe/CdS core/shell nanoclusters synthesized in aqueous solution

Shu-Man Liu, Hai-Qing Guo, Zhi-Hua Zhang, Rui Li, Wei Chen, Zhan-Guo Wang

Journal:

Physica E: Low-dimensional Systems and Nanostructures

Year:

2000

Language:

english

File:

PDF, 136 KB

english, 2000

23

Effects of long-term fertilization and mulch on soil fertility in contour hedgerow systems: A case study on steeplands from the Three Gorges Area, China

Zhi-Hua Shi, Li-Ding Chen, Chong-Fa Cai, Zhao-Xia Li, Guo-Hua Liu

Journal:

Nutrient Cycling in Agroecosystems

Year:

2009

Language:

english

File:

PDF, 317 KB

english, 2009

24

An Improved Approach for Measuring Cracking and Decompression Moments in Prestressed Concrete Members

Guo, Wen-long, Han, Zhi-jiang, Chen, Y. Frank, Liu, Zhi-hua, Ni, Ying-sheng

Journal:

Structural Engineering International

Year:

2018

Language:

english

File:

PDF, 5.81 MB

english, 2018

25

Satellite identification of atmospheric-surface-subsurface urban heat islands under clear sky

Huang, Fan, Zhan, Wenfeng, Wang, Zhi-Hua, Voogt, James, Hu, Leiqiu, Quan, Jinling, Liu, Chun, Zhang, Ning, Lai, Jiameng

Journal:

Remote Sensing of Environment

Year:

2020

File:

PDF, 13.84 MB

2020

26

Clinical observation and effect on plasm endothelin and nitric oxide of acupuncture in treating variant angina pectoris

Liu Wei-ping, Xing Zhi-hua, Tan Hai-yan, Lin Zhan-zeng, Cai Chang-long, Zhang Chen

Journal:

Journal of Acupuncture and Tuina Science

Year:

2006

Language:

english

File:

PDF, 284 KB

english, 2006

27

Epigenetic histone modification regulates developmental lead exposure induced hyperactivity in rats

Luo, Man, Xu, Yi, Cai, Rong, Tang, Yuqing, Ge, Meng-Meng, Liu, Zhi-Hua, Xu, Li, Hu, Fan, Ruan, Di-Yun, Wang, Hui-Li

Journal:

Toxicology Letters

Year:

2014

Language:

english

File:

PDF, 1.52 MB

english, 2014

28

Soil water response of plant functional groups along an artificial legume grassland succession under semi-arid conditions

Wu, Gao-Lin, Huang, Ze, Liu, Yi-Fan, Cui, Zeng, Liu, Yu, Chang, Xiaofeng, Tian, Fu-Ping, López-Vicente, Manuel, Shi, Zhi-Hua

Journal:

Agricultural and Forest Meteorology

Year:

2019

Language:

english

File:

PDF, 2.40 MB

english, 2019

29

Chi-squared Automatic Interaction Detection Decision Tree Analysis of Risk Factors for Infant Anemia in Beijing, China

Ye, Fang, Chen, Zhi-Hua, Chen, Jie, Liu, Fang, Zhang, Yong, Fan, Qin-Ying, Wang, Lin

Journal:

Chinese Medical Journal

Year:

2016

File:

PDF, 576 KB

2016

30

Biomechanical comparison of a novel transoral atlantoaxial anchored cage with established fixation technique - a finite element analysis

Zhang, Bao-cheng, Liu, Hai-bo, Cai, Xian-hua, Wang, Zhi-hua, Xu, Feng, Kang, Hui, Ding, Ran, Luo, Xiao-qing

Journal:

BMC Musculoskeletal Disorders

Year:

2015

Language:

english

File:

PDF, 1.93 MB

english, 2015

31

Introduction: special issue of selected papers from ACML 2015

Holmes, Geoffrey, Liu, Tie-Yan, Li, Hang, King, Irwin, Sugiyama, Masashi, Zhou, Zhi-Hua

Journal:

Machine Learning

Year:

2017

Language:

english

File:

PDF, 302 KB

english, 2017

32

Study of Benzofuroquinolinium Derivatives as a New Class of Potent Antibacterial Agent and the Mode of Inhibition Targeting FtsZ

Zheng, Yuan-Yuan, Du, Ruo-Lan, Cai, Sen-Yuan, Liu, Zhi-Hua, Fang, Zhi-Yuan, Liu, Ting, So, Lok-Yan, Lu, Yu-Jing, Sun, Ning, Wong, Kwok-Yin

Journal:

Frontiers in Microbiology

Year:

2018

Language:

english

File:

PDF, 2.26 MB

english, 2018

33

Face Recognition Under Occlusions and Variant Expressions With Partial Similarity

Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Jun Liu

Journal:

IEEE Transactions on Information Forensics and Security

Year:

2009

Language:

english

File:

PDF, 2.18 MB

english, 2009

34

[Lecture Notes in Computer Science] Intelligence Science and Big Data Engineering. Image and Video Data Engineering Volume 9242 || 3D Image Sharpening by Grid Warping

He, Xiaofei, Gao, Xinbo, Zhang, Yanning, Zhou, Zhi-Hua, Liu, Zhi-Yong, Fu, Baochuan, Hu, Fuyuan, Zhang, Zhancheng

Year:

2015

Language:

english

File:

PDF, 2.39 MB

english, 2015

35

Remaining Useful Life Prediction and Reliability Analysis for an Individual Ion Thruster

Li, Jun-Xing, Wang, Zhi-Hua, Zhang, Yong-Bo, Fu, Hui-Min, Liu, Cheng-Rui, Krishnaswamy, Sridhar

Journal:

Journal of Propulsion and Power

Year:

2016

Language:

english

File:

PDF, 717 KB

english, 2016

36

Trichoderma asperellum alleviates the effects of saline–alkaline stress on maize seedlings via the regulation of photosynthesis and nitrogen metabolism

Fu, Jian, Wang, Yu-feng, Liu, Zhi-hua, Li, Zuo-tong, Yang, Ke-jun

Journal:

Plant Growth Regulation

Year:

2018

Language:

english

File:

PDF, 1.97 MB

english, 2018

37

Vitrectomy With or Without Preoperative Intravitreal Bevacizumab for Proliferative Diabetic Retinopathy: A Meta-Analysis of Randomized Controlled Trials

Zhang, Zhi-Hua, Liu, Hai-Yun, Hernandez-Da Mota, Sergio E., Romano, Mario R., Falavarjani, Khalil G., Ahmadieh, Hamid, Xu, Xun, Liu, Kun

Journal:

American Journal of Ophthalmology

Year:

2013

Language:

english

File:

PDF, 2.14 MB

english, 2013

38

First principles study on the structural, electronic and optical properties of diluted magnetic semiconductors Zn 1− x Co x X ( X =S, Se, Te)

Chu-Ying, Ouyang, Zhi-Hua, Xiong, Qi-Zhen, Ouyang, Guo-Dong, Liu, Zhi-Qing, Ye, Min-Sheng, Lei

Journal:

Chinese Physics

Year:

2006

Language:

english

File:

PDF, 347 KB

english, 2006

39

Isopentylated diphenyl ether derivatives from the fermentation products of an endophytic fungus Phomopsis fukushii

Li, Zhen-Jie, Yang, Hai-Ying, Li, Jing, Liu, Xin, Ye, Lin, Kong, Wei-Song, Tang, Shi-Yun, Du, Gang, Liu, Zhi-Hua, Zhou, Min, Yang, Guang-Yu, Hu, Qiu-Fen, Li, Xue-Mei

Journal:

The Journal of Antibiotics

Year:

2018

Language:

english

File:

PDF, 466 KB

english, 2018

40

Steamed root of Rehmannia glutinosa Libosch (Plantaginaceae) alleviates methotrexate-induced intestinal mucositis in rats

Shi, Cheng-jin, Wen, Xue-sen, Gao, Hui-feng, Liu, Zhi-hua, Xu, Xu-kang, Li, Li-fen, Shen, Tao, Xian, Cory J.

Journal:

Journal of Ethnopharmacology

Year:

2016

Language:

english

File:

PDF, 2.34 MB

english, 2016

41

Two New Isoflavones from Pueraria lobata and Their Bioactivities

Li, Jing, Mi, Qi-Li, Zhang, Feng-Mei, Yang, Ye-Kun, Chen, Jian-Hua, Ye, Lin, Zhang, Cheng-Ming, Guangyu-Yang,, Hu, Qiu-Fen, Liu, Zhi-Hua, Wang, Xiao-Hui, Li, Xue-Mei

Journal:

Chemistry of Natural Compounds

Year:

2018

Language:

english

File:

PDF, 160 KB

english, 2018

42

Enolase 1 regulates stem cell-like properties in gastric cancer cells by stimulating glycolysis

Yang, Ting, Shu, Xiong, Zhang, Hui-Wen, Sun, Li-Xin, Yu, Long, Liu, Jun, Sun, Li-Chao, Yang, Zhi-Hua, Ran, Yu-Liang

Journal:

Cell Death and Disease

Year:

2020

File:

PDF, 7.97 MB

2020

43

Design of wastewater treatment networks with single contaminant

Zhi-Hua Liu, Jing Shi, Zhi-Yong Liu

Journal:

Chemical Engineering Journal

Year:

2012

Language:

english

File:

PDF, 885 KB

english, 2012

44

[Lecture Notes in Computer Science] Intelligence Science and Big Data Engineering Volume 8261 || A Prediction Reference Structure Based Hierarchical Perceptual Encryption Algorithm for H.264 Bitstream

Sun, Changyin, Fang, Fang, Zhou, Zhi-Hua, Yang, Wankou, Liu, Zhi-Yong

Year:

2013

Language:

english

File:

PDF, 500 KB

english, 2013

45

(+)-Meyeniins A–C, Novel Hexahydroimidazo[1,5- c ]thiazole Derivatives from the Tubers of Lepidium meyenii : Complete Structural Elucidation by Biomimetic Synthesis and Racemic Crystallization

Zhou, Min, Ma, Hang-Ying, Liu, Zhi-Hua, Yang, Guang-Yu, Du, Gang, Ye, Yan-Qing, Li, Gan-Peng, Hu, Qiu-Fen

Journal:

Journal of Agricultural and Food Chemistry

Year:

2017

Language:

english

File:

PDF, 709 KB

english, 2017

46

[IEEE 2019 IEEE 10th International Conference on Mechanical and Aerospace Engineering (ICMAE) - Brussels, Belgium (2019.7.22-2019.7.25)] 2019 IEEE 10th International Conference on Mechanical and Aerospace Engineering (ICMAE) - Influence of Different Fuels on Scramjet Engine Performance

Zhi-hua, Wang, Yu-chun, Chen, Xiao-dong, Wang, Min-ze, Chen, Jun-hui, Zhou, Chi, Liu

Year:

2019

Language:

english

File:

PDF, 191 KB

english, 2019

47

Analyzing Interactions between Japanese Ports and the Maritime Silk Road Based on Complex Networks

Hu, Zhi-Hua, Liu, Chan-Juan, Tae-Woo Lee, Paul

Journal:

Year:

2020

File:

PDF, 5.57 MB

2020

48

Efficacy of orchard terrace measures to minimize water erosion caused by extreme rainfall in the hilly region of China: Long-term continuous in situ observations

Duan, Jian, Liu, Yao-Jun, Tang, Chong-Jun, Shi, Zhi-Hua, Yang, Jie

Journal:

Journal of Environmental Management

Year:

2021

File:

PDF, 11.47 MB

2021

49

Making FLDA applicable to face recognition with one sample per person

Songcan Chen, Jun Liu, Zhi-Hua Zhou

Journal:

Pattern Recognition

Year:

2004

Language:

english

File:

PDF, 144 KB

english, 2004

50

Tracing the sources of nitrate in karstic groundwater in Zunyi, Southwest China: a combined nitrogen isotope and water chemistry approach

Si-Liang Li, Cong-Qiang Liu, Yun-Chao Lang, Zhi-Qi Zhao, Zhi-Hua Zhou

Journal:

Environmental Earth Sciences

Year:

2010

Language:

english

File:

PDF, 506 KB

english, 2010

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