The continued growth of users has generated a huge number of data in Internet, thus leading to the importance of developing new models for obtaining relevant information from this data. In this paper we aim to detect the polarity of user reviews. The purpose of this paper is to identify aspects and sentiments expressed for each aspect. We propose an unsupervised model for the identification of ...

Probability Theory, 2nd ed. Princeton, N. J.: 960. Van Nostrand, 1 121 T. T. Kadota, “Optimum reception of binary gaussian signals,” Bell Sys. Tech. J., vol. 43, pp. 2767-2810, November 1964. 131 T. T. Kadota. “Ootrmum recention of binarv sure and Gaussian signals,” Bell Sys. ?‘ech: J., vol. 44;~~. 1621-1658, October 1965. 141 U. Grenander, ‘Stochastic processes and statistical inference,” Arki...

In this paper, a predictive soft sensor via a Recurrent Neural Network is proposed for sensing the area between the tires and the terrain, which is one of the most important issues in the automotive industry, in fact, keeping a tire contact patch suitable ensures the comfort and maneuverability of the vehicle. The core of the soft sensor is an recurrent neural network, the training of a recurre...

1. K. L. Chung, Fluctuation of sums of independent random variables, Ann. of Math. vol. 51 (1950) pp. 697-706. 2. K. L. Chung and P. Erdos, Probability limit theorems assuming only the first moment. I, Memoirs of the American Mathematical Society, no. 6, pp. 13-19. 3.-, On the lower limit of sums of independent random variables, Ann. of Math. vol. 48 (1947) pp. 1003-1013. 4. K. L. Chung and W. ...

Dominique Barjot, ReÂmi Baudouõ È and DanieÁle Voldman, eds., Les Reconstructions en Europe (1945±1949) (Paris: Editions Complexe, 1997), 342 pp., FF175, ISBN 2-870-27693-1. Matthias Kipping and Ove Bjarnar, eds., The Americanisation of European Business: The Marshall Plan and the Transfer of US Management Models (London: Routledge, 1998), 235 pp., £50.00, ISBN 0-415-17191-1. Jeffry M. Diefendo...

Phosphatidylserine (PS) externalization is a marker for the nucleated cell apoptosis, and refers cellular activation rather than apoptosis in platelets. On the other hand, several similarities exist between platelet activation and apoptosis in nucleated cells. Herewith we investigated the relationship between platelet activation and platelet apoptosis. Platelets isolated from fresh blood of 22 ...

“The hardest thing about [the textbook] is pronouncing the names of its authors.” The course website is http://math.stanford.edu/~schoen/math171/. This is a course in mathematical analysis, so in addition to the content of the course, the class also emphasizes the art of writing proofs, and thus we will be nickled-and-dimed in our proofs. Additionally, this is a Writing in the Major course, so ...