Proportional k-Interval Discretization for Naive-Bayes Classifiers. - Ying Yang 001; Geoffrey I. Webb (ECML, 2001)

Non-Disjoint Discretization for Naive-Bayes Classifiers. - Ying Yang 001; Geoffrey I. Webb (ICML, 2002)

On Why Discretization Works for Naive-Bayes Classifiers. - Ying Yang 001; Geoffrey I. Webb (Australian Conference on Artificial Intelligence, 2003)

Weighted Proportional k-Interval Discretization for Naive-Bayes Classifiers. - Ying Yang 001; Geoffrey I. Webb (PAKDD, 2003)

Error Detection and Impact-Sensitive Instance Ranking in Noisy Datasets. - Xingquan Zhu 001; Xindong Wu 001; Ying Yang 001 (AAAI, 2004)

Dynamic Classifier Selection for Effective Mining from Noisy Data Streams. - Xingquan Zhu 001; Xindong Wu 001; Ying Yang 001 (ICDM, 2004)

Dealing with Predictive-but-Unpredictable Attributes in Noisy Data Sources. - Ying Yang 001; Xindong Wu 001; Xingquan Zhu 001 (PKDD, 2004)

Parameter Tuning for Induction-Algorithm-Oriented Feature Elimination. - Ying Yang 001; Xindong Wu 001 (IEEE Intell. Syst., 2004)

Discretization Methods. - Ying Yang 001; Geoffrey I. Webb; Xindong Wu 001 (The Data Mining and Knowledge Discovery Handbook, 2005)

Ensemble Selection for SuperParent-One-Dependence Estimators. - Ying Yang 001; Kevin B. Korb; Kai Ming Ting; Geoffrey I. Webb (Australian Conference on Artificial Intelligence, 2005)

Combining proactive and reactive predictions for data streams. - Ying Yang 001; Xindong Wu 001; Xingquan Zhu 001 (KDD, 2005)

Incremental Discretization for Naïve-Bayes Classifier. - Jingli Lu; Ying Yang 001; Geoffrey I. Webb (ADMA, 2006)

To Select or To Weigh: A Comparative Study of Model Selection and Model Weighing for SPODE Ensembles. - Ying Yang 001; Geoffrey I. Webb; Jesús Cerquides; Kevin B. Korb; Janice R. Boughton; Kai Ming Ting (ECML, 2006)

Mining in Anticipation for Concept Change: Proactive-Reactive Prediction in Data Streams. - Ying Yang 001; Xindong Wu 001; Xingquan Zhu 001 (Data Min. Knowl. Discov., 2006)

Effective classification of noisy data streams with attribute-oriented dynamic classifier selection. - Xingquan Zhu 001; Xindong Wu 001; Ying Yang 001 (Knowl. Inf. Syst., 2006)

To Better Handle Concept Change and Noise: A Cellular Automata Approach to Data Stream Classification. - Sattar Hashemi; Ying Yang 001; Majid Pourkashani; Mohammad Reza Kangavari 001 (Australian Conference on Artificial Intelligence, 2007)

Classifying under computational resource constraints: anytime classification using probabilistic estimators. - Ying Yang 001; Geoffrey I. Webb; Kevin B. Korb; Kai Ming Ting (Mach. Learn., 2007)

To Select or To Weigh: A Comparative Study of Linear Combination Schemes for SuperParent-One-Dependence Estimators. - Ying Yang 001; Geoffrey I. Webb; Jesús Cerquides; Kevin B. Korb; Janice R. Boughton; Kai Ming Ting (IEEE Trans. Knowl. Data Eng., 2007)

Conceptual equivalence for contrast mining in classification learning. - Ying Yang 001; Xindong Wu 001; Xingquan Zhu 001 (Data Knowl. Eng., 2008)

Detecting intrusion transactions in databases using data item dependencies and anomaly analysis. - Sattar Hashemi; Ying Yang 001; Davoud Zabihzadeh; Mohammad Reza Kangavari 001 (Expert Syst. J. Knowl. Eng., 2008)

Class Specific Fuzzy Decision Trees for Mining High Speed Data Streams. - Sattar Hashemi; Mohammad Reza Kangavari 001; Ying Yang 001 (Fundam. Informaticae, 2008)

A lazy bagging approach to classification. - Xingquan Zhu 001; Ying Yang 001 (Pattern Recognit., 2008)

A Comparative Study of Bandwidth Choice in Kernel Density Estimation for Naive Bayesian Classification. - Bin Liu; Ying Yang 001; Geoffrey I. Webb; Janice R. Boughton (PAKDD, 2009)

Flexible decision tree for data stream classification in the presence of concept change, noise and missing values. - Sattar Hashemi; Ying Yang 001 (Data Min. Knowl. Discov., 2009)

Anytime classification for a pool of instances. - Bei Hui; Ying Yang 001; Geoffrey I. Webb (Mach. Learn., 2009)

Discretization for naive-Bayes learning: managing discretization bias and variance. - Ying Yang 001; Geoffrey I. Webb (Mach. Learn., 2009)

Adapted One-versus-All Decision Trees for Data Stream Classification. - Sattar Hashemi; Ying Yang 001; Zahra Mirzamomen; Mohammad Reza Kangavari 001 (IEEE Trans. Knowl. Data Eng., 2009)

Discretization Methods. - Ying Yang 001; Geoffrey I. Webb; Xindong Wu 001 (Data Mining and Knowledge Discovery Handbook, 2010)

Discretization. - Ying Yang 001 (Encyclopedia of Machine Learning, 2010)

Measurement Scales. - Ying Yang 001 (Encyclopedia of Machine Learning, 2010)

Discretization. - Ying Yang 001 (Encyclopedia of Machine Learning and Data Mining, 2017)

Measurement Scales. - Ying Yang 001 (Encyclopedia of Machine Learning and Data Mining, 2017)