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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

[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

Année:

2008

Langue:

english

Fichier:

PDF, 344 KB

english, 2008

Artificial intelligence in medicine in China

Zhi-Hua Zhou, Ruqian Lu

Journal:

Artificial Intelligence in Medicine

Année:

2004

Langue:

english

Fichier:

PDF, 49 KB

english, 2004

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)

Année:

2009

Langue:

english

Fichier:

PDF, 654 KB

english, 2009

Maximizing submodular or monotone approximately submodular functions by multi-objective evolutionary algorithms

Qian, Chao, Yu, Yang, Tang, Ke, Yao, Xin, Zhou, Zhi-Hua

Journal:

Artificial Intelligence

Année:

2019

Langue:

english

Fichier:

PDF, 534 KB

english, 2019

Clinical observation on treatment of anxiety with combined acupuncture and medicine

Zhou Zhi-hua, Yu Wei-ying, Wu Zhou-hong, Wu Bo-xiang, Dai Xiao-ying

Journal:

Journal of Acupuncture and Tuina Science

Année:

2003

Langue:

english

Fichier:

PDF, 171 KB

english, 2003

A Review on Multi-Label Learning Algorithms

Zhang, Min-Ling, Zhou, Zhi-Hua

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2014

Langue:

english

Fichier:

PDF, 571 KB

english, 2014

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

Année:

2006

Langue:

english

Fichier:

PDF, 3.27 MB

english, 2006

[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

Année:

2015

Langue:

english

Fichier:

PDF, 34.15 MB

english, 2015

Face recognition with one training image per person

Jianxin Wu, Zhi-Hua Zhou

Journal:

Pattern Recognition Letters

Année:

2002

Langue:

english

Fichier:

PDF, 383 KB

english, 2002

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

Année:

2013

Langue:

english

Fichier:

PDF, 199 KB

english, 2013

NeC4.5: neural ensemble based C4.5

Zhi-hua Zhou, Yuan Jiang

Journal:

IEEE Transactions on Knowledge and Data Engineering

Année:

2004

Langue:

english

Fichier:

PDF, 607 KB

english, 2004

Isolation-Based Anomaly Detection

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

Journal:

ACM Transactions on Knowledge Discovery from Data

Année:

2012

Langue:

english

Fichier:

PDF, 2.53 MB

english, 2012

[Lecture Notes in Computer Science] Intelligent Science and Intelligent Data Engineering Volume 7202 || Multi-class Classifier-Based Adaboost Algorithm

Zhang, Yanning, Zhou, Zhi-Hua, Zhang, Changshui, Li, Ying

Année:

2012

Langue:

english

Fichier:

PDF, 299 KB

english, 2012

Abductive learning: towards bridging machine learning and logical reasoning

Zhou, Zhi-Hua

Journal:

SCIENCE CHINA Information Sciences

Année:

2019

Langue:

english

Fichier:

PDF, 123 KB

english, 2019

Evolutionary Learning: Advances in Theories and Algorithms ||

Zhou, Zhi-Hua, Yu, Yang, Qian, Chao

Année:

2019

Langue:

english

Fichier:

PDF, 5.89 MB

english, 2019

Face recognition from a single image per person: A survey

Xiaoyang Tan, Songcan Chen, Zhi-Hua Zhou, Fuyan Zhang

Journal:

Pattern Recognition

Année:

2006

Langue:

english

Fichier:

PDF, 644 KB

english, 2006

A new approach to estimating the expected first hitting time of evolutionary algorithms

Yang Yu, Zhi-Hua Zhou

Journal:

Artificial Intelligence

Année:

2008

Langue:

english

Fichier:

PDF, 305 KB

english, 2008

Corrigendum to “Ensembling neural networks: Many could be better than all” [Artificial Intelligence 137 (1–2) (2002) 239–263]

Zhi-Hua Zhou, Jianxin Wu, Wei Tang

Journal:

Artificial Intelligence

Année:

2010

Langue:

english

Fichier:

PDF, 72 KB

english, 2010

Rule extraction: Using neural networks or for neural networks?

Zhi-Hua Zhou

Journal:

Journal of Computer Science and Technology

Année:

2004

Langue:

english

Fichier:

PDF, 442 KB

english, 2004

Semi-supervised learning by disagreement

Zhi-Hua Zhou, Ming Li

Journal:

Knowledge and Information Systems

Année:

2010

Langue:

english

Fichier:

PDF, 524 KB

english, 2010

Understanding bag-of-words model: a statistical framework

Yin Zhang, Rong Jin, Zhi-Hua Zhou

Journal:

International Journal of Machine Learning and Cybernetics

Année:

2010

Langue:

english

Fichier:

PDF, 496 KB

english, 2010

[Lecture Notes in Computer Science] Advances in Machine Learning Volume 5828 || Weighted Nonnegative Matrix Co-Tri-Factorization for Collaborative Prediction

Zhou, Zhi-Hua, Washio, Takashi

Année:

2009

Langue:

english

Fichier:

PDF, 416 KB

english, 2009

Non-Parametric Kernel Learning with robust pairwise constraints

Changyou Chen, Junping Zhang, Xuefang He, Zhi-Hua Zhou

Journal:

International Journal of Machine Learning and Cybernetics

Année:

2012

Langue:

english

Fichier:

PDF, 1.04 MB

english, 2012

: Two-directional two-dimensional PCA for efficient face representation and recognition

Daoqiang Zhang, Zhi-Hua Zhou

Journal:

Neurocomputing

Année:

2005

Langue:

english

Fichier:

PDF, 233 KB

english, 2005

Medical diagnosis with C4.5 rule preceded by artificial neural network ensemble

Zhi-Hua Zhou, Yuan Jiang

Journal:

IEEE Transactions on Information Technology in Biomedicine

Année:

2003

Langue:

english

Fichier:

PDF, 265 KB

english, 2003

Isolation and characterization of cancer stem cells from a human glioblastoma cell line U87

Shi-cang Yu, Yi-fang Ping, Liang Yi, Zhi-hua Zhou, Jian-hong Chen, Xiao-hong Yao, Lei Gao, Ji Ming Wang, Xiu-wu Bian

Journal:

Cancer Letters

Année:

2008

Langue:

english

Fichier:

PDF, 2.04 MB

english, 2008

Cytocompatibility of electrospun nanoﬁber tubular scaffolds for small diameter tissue engineering blood vessels

Ping Xiang, Min Li, Chao-ying Zhang, Deng-long Chen, Zhi-hua Zhou

Journal:

International Journal of Biological Macromolecules

Année:

2011

Langue:

english

Fichier:

PDF, 1.73 MB

english, 2011

[Lecture Notes in Computer Science] Advances in Multimedia Information Processing – PCM 2013 Volume 8294 ||

Huet, Benoit, Ngo, Chong-Wah, Tang, Jinhui, Zhou, Zhi-Hua, Hauptmann, Alexander G., Yan, Shuicheng

Année:

2013

Langue:

english

Fichier:

PDF, 108.48 MB

english, 2013

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)

Année:

2013

Langue:

english

Fichier:

PDF, 2.40 MB

english, 2013

Towards Making Unlabeled Data Never Hurt

Yu-Feng Li,, Zhi-Hua Zhou,

Journal:

IEEE Transactions on Pattern Analysis and Machine Intelligence

Année:

2015

Langue:

english

Fichier:

PDF, 900 KB

english, 2015

[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

Année:

2006

Langue:

english

Fichier:

PDF, 130 KB

english, 2006

Individual Stable Space: An Approach to Face Recognition Under Uncontrolled Conditions

Xin Geng,, Zhi-Hua Zhou,, Smith-Miles, K.

Journal:

IEEE Transactions on Neural Networks

Année:

2008

Langue:

english

Fichier:

PDF, 1.70 MB

english, 2008

[Lecture Notes in Computer Science] Trends and Applications in Knowledge Discovery and Data Mining Volume 8643 || Parallel Implementation of a Density-Based Stream Clustering Algorithm Over a GPU Scheduling System

Peng, Wen-Chih, Wang, Haixun, Bailey, James, Tseng, Vincent S., Ho, Tu Bao, Zhou, Zhi-Hua, Chen, Arbee L.P.

Année:

2014

Langue:

english

Fichier:

PDF, 491 KB

english, 2014

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 9078 || A Feature Extraction Method for Multivariate Time Series Classification Using Temporal Patterns

Cao, Tru, Lim, Ee-Peng, Zhou, Zhi-Hua, Ho, Tu-Bao, Cheung, David, Motoda, Hiroshi

Année:

2015

Langue:

english

Fichier:

PDF, 313 KB

english, 2015

[Lecture Notes in Computer Science] Advances in Machine Learning Volume 5828 || Learning Continuous-Time Information Diffusion Model for Social Behavioral Data Analysis

Zhou, Zhi-Hua, Washio, Takashi

Année:

2009

Langue:

english

Fichier:

PDF, 390 KB

english, 2009

Quasi-elliptic slotline bandpass filter using a novel feeding scheme

Zhou, Li-Heng, Chen, Jian-Xin, Tang, Hui, Jin, Shi, Bao, Zhi-Hua

Journal:

Microwave and Optical Technology Letters

Année:

2013

Langue:

english

Fichier:

PDF, 262 KB

english, 2013

[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

Année:

2015

Langue:

english

Fichier:

PDF, 129.91 MB

english, 2015

[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

Année:

2015

Langue:

english

Fichier:

PDF, 1.73 MB

english, 2015

[Lecture Notes in Computer Science] Trends and Applications in Knowledge Discovery and Data Mining Volume 9441 || A Dynamic Feature Selection Based LDA Approach to Baseball Pitch Prediction

Li, Xiao-Li, Cao, Tru, Lim, Ee-Peng, Zhou, Zhi-Hua, Ho, Tu-Bao, Cheung, David

Année:

2015

Langue:

english

Fichier:

PDF, 474 KB

english, 2015

Techniques for Design and Implementation of an FPGA-Specific Physical Unclonable Function

Zhang, Ji-Liang, Wu, Qiang, Ding, Yi-Peng, Lv, Yong-Qiang, Zhou, Qiang, Xia, Zhi-Hua, Sun, Xing-Ming, Wang, Xing-Wei

Journal:

Journal of Computer Science and Technology

Année:

2016

Langue:

english

Fichier:

PDF, 1.62 MB

english, 2016

Minimal gated unit for recurrent neural networks

Zhou, Guo-Bing, Wu, Jianxin, Zhang, Chen-Lin, Zhou, Zhi-Hua

Journal:

International Journal of Automation and Computing

Année:

2016

Langue:

english

Fichier:

PDF, 766 KB

english, 2016

Foreword: special issue for the journal track of the 8th Asian conference on machine learning (ACML 2016)

Durrant, Robert J., Kim, Kee-Eung, Holmes, Geoffrey, Marsland, Stephen, Sugiyama, Masashi, Zhou, Zhi-Hua

Journal:

Machine Learning

Année:

2017

Langue:

english

Fichier:

PDF, 306 KB

english, 2017

Comb-like Poly(N-(2-hydroxypropyl) methacrylamide) Doxorubicin Conjugates: The Influence of Polymer Architecture and Composition on the Biological Properties

Tang, Hao, Tang, Jin, Shen, Yi, Guo, Wen-Xuan, Zhou, Min, Wang, Rui-Hua, Jiang, Ni, Gan, Zhi-Hua, Yu, Qing-Song

Journal:

Chinese Journal of Polymer Science

Année:

2018

Langue:

english

Fichier:

PDF, 1.31 MB

english, 2018

Metal-organic framework nanosheets: Preparation and applications

Li, Yan-zhou, Fu, Zhi-hua, Xu, Gang

Journal:

Coordination Chemistry Reviews

Année:

2019

Langue:

english

Fichier:

PDF, 16.72 MB

english, 2019

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 11441 (23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part III) || How Much Can A Retailer Sell? Sales Forecasting on Tmall

Yang, Qiang, Zhou, Zhi-Hua, Gong, Zhiguo, Zhang, Min-Ling, Huang, Sheng-Jun

Année:

2019

Langue:

english

Fichier:

PDF, 425 KB

english, 2019

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 11441 (23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part III) || An Efficient and Resource-Aware Hashtag Recommendation Using Deep Neural Networks

Yang, Qiang, Zhou, Zhi-Hua, Gong, Zhiguo, Zhang, Min-Ling, Huang, Sheng-Jun

Année:

2019

Langue:

english

Fichier:

PDF, 1.80 MB

english, 2019

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 11441 (23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part III) || EMT: A Tail-Oriented Method for Specific Domain Knowledge Graph Completion

Yang, Qiang, Zhou, Zhi-Hua, Gong, Zhiguo, Zhang, Min-Ling, Huang, Sheng-Jun

Année:

2019

Langue:

english

Fichier:

PDF, 482 KB

english, 2019

[Lecture Notes in Computer Science] Advances in Knowledge Discovery and Data Mining Volume 11441 (23rd Pacific-Asia Conference, PAKDD 2019, Macau, China, April 14-17, 2019, Proceedings, Part III) || VyPR2: A Framework for Runtime Verification of Python Web Services

Yang, Qiang, Zhou, Zhi-Hua, Gong, Zhiguo, Zhang, Min-Ling, Huang, Sheng-Jun

Année:

2019

Langue:

english

Fichier:

PDF, 691 KB

english, 2019

Simulation analysis of fracture process of slag deposits surrounding wall tubes during steam sootblowing; 蒸汽吹灰过程中水冷壁渣层破坏过程的模拟分析;

Shao, Lin-tao, Kuang, Jian-ping, Yang, Wei-juan, Zhang, Yu, Zhou, Zhi-jun, Xia, Zhi-wen, Wang, Zhi-hua

Journal:

Journal of Zhejiang University SCIENCE A

Année:

2019

Langue:

english

Fichier:

PDF, 3.01 MB

english, 2019