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Lyapunov Stability for nonlinear systems. Advanced math.

In this paper, we studied the novel problem of targeted modeling. Instead of nding all topics from a corpus like existing models based on full modeling, the proposed model focuses on nding topics of a targeted aspect to help the user perform deeper or ner-grained analysis. This is moti- vated by real-life applications that researchers are often not interested in everything in a corpus but only some aspects of it in order to answer their research questions. Existing full models are not the most eective methods for such fo- cused analysis because their results are often too coarse and they may not nd topics that the user is really interested in and/or miss many details. Experimental results showed that this is indeed the case and the proposed new model outperforms the state-of-the-art existing models markedly.

In this paper, we proposed a set of techniques for mining and summarizing product reviews based on data mining and natural language processing methods. The objective is to provide a feature-based summary of a large number of customer reviews of a product sold online. Our experimental results indicate that the proposed techniques are very promising in performing their tasks. We believe that this problem will become increasingly important as more people are buying and expressing their opinions on the Web. Summarizing the reviews is not only useful to common shoppers, but also crucial to product manufacturers.

Model Predictive Control System Design and Implementation Using MATLAB 2009

Khac Duc Do,Jie Pan-Control of ships and underwater vehicles_ design for underactuated and nonlinear marine systems-Springer (2009)