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Chen, Yen
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Decision tree induction with a constrained number of leaf nodes
Wu C., Chen Y., Liu Y., Yang X. Applied Intelligence 45(3): 673-685, 2016. Type: Article
Decision trees are broadly applied in machine learning, especially for data-driven decision making. Training with a subset of data, one may build a decision tree to classify other data items. The concept of the decision tree is not har...
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Dec 6 2016
Discovering hybrid temporal patterns from sequences consisting of point- and interval-based events
Wu S., Chen Y. Data & Knowledge Engineering 68(11): 1309-1330, 2009. Type: Article
Sequential pattern mining and temporal pattern mining are very active research areas in the field of data mining, with a wide variety of applications. Data mining searches for patterns that frequently occur in a database of data sequen...
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Mar 8 2010
Using acceleration measurements for activity recognition: an effective learning algorithm for constructing neural classifiers
Yang J., Wang J., Chen Y. Pattern Recognition Letters 29(16): 2213-2220, 2008. Type: Article
Thanks to the rapid adoption of smartphones and other advanced consumer electronics, the use of accelerometers has indeed accelerated in the last several years. At the cost of less than $1 US each, these sensors can enable a wide range...
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Oct 23 2009
SNMP GetRows: an effective scheme for retrieving management information from MIB tables
Chen Y., Chan I. International Journal of Network Management 17(1): 51-67, 2007. Type: Article
The simple network management protocol (SNMP) is an Internet Engineering Task Force standard for managing Internet protocol networks. Since the early 1990s, and its first version (SNMPv1), SNMP has been widely used to manage a variety ...
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Mar 27 2007
Teacher-oriented adaptive Web-based environment for supporting practical teaching models: a case study of “School for All”
Lin C., Young S., Chan T., Chen Y. Computers & Education 44(2): 155-172, 2005. Type: Article
A model for adapting online course design based on teacher needs is presented in this paper. In a Web-mediated learning environment, called “School for All,” teachers can design their online courses using on...
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Dec 7 2005
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