Intelligent Data Analysis

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Zengchang Qin (2005)

ROC analysis for predictions made by probabilistic classifiers

The Proceedings of International Conference on Machine Learning and Cybernetics (ICMLC 2005), pp. 3119-3124, IEEE Press. A simple explanation on the core equation is here.

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Zengchang Qin (2006)

Naïve Bayes classification given probability estimation trees

the Proceedings of Fifth International Conference on Machine Learning and Applications (ICMLA 2006), pp. 34-39, Orlando, Florida, USA.

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Renjie Liao, Xueyao Wang and Zengchang Qin (2010)

A novel serial crime prediction model based on Bayesian learning theory

The Proceedings of the International Conference on Machine Learning and Cybernetics (ICMLC 2010), pp. 1757‐1762, IEEE Press.

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Yingliang Lu, Weifeng Zhang, Zengchang Qin, Yao Meng, Hao Yu (2010)

DeftRFID: a lightweight and distributed RFID middleware

The Proceedings of the Sixth Conference on Intelligent Sensors, Sensor Networks and Information Processing (ISSNIP 2010).

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Hongmei He and Zengchang Qin (2010)

A k-hyperplane based neural network for non-linear regression

The 9th IEEE International Conference on Cognitive Informatics (ICCI 2010), pp.783‐787, IEEE Press.

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Renjie Liao, Xueyao Wang and Zengchang Qin (2010)

A novel quantum-inspired genetic algorithm with expanded solution space

Proceedings of the International Conference on Intelligent Human-Machine Systems and Cybernetics (IHMSC 2010), Vol. 2, pp. 192‐195, IEEE Press.


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Hongmei He and Zengchang Qin (2012)

Bisociation networks analysis for business process

International Journal of Machine Learning and Cybernetics, DOI 10.1007/s13042-012-0113-9

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