Titlebook: Intelligent Information and Database Systems; Second International Ngoc Thanh Nguyen,Manh Thanh Le,Jerzy ?wi?tek Conference proceedings 201

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Towards Semantic Preprocessing for Mining Sensor Streams from Heterogeneous Environmentsifficult to apply such data mining methods to the sensor streams intermixed from heterogeneous sensor networks. In this paper, to improve the performance of conventional data mining methods, we propose an ontology-based data preprocessing scheme, which is composed of two main phases; .) semantic ann

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Human Activity Mining Using Conditional Radom Fields and Self-Supervised Learningibe a method to automatically extract all of the basic attributes and the transition between activities derived from sentences in Japanese web pages. However, previous work had some limitations, such as high setup costs, inability to extract all attributes, limitation on the types of sentences that

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