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  • NATURAL EXHAUST OF FLUE GASES VERSUS POWERED EXHAUST OF CONTAMINATED AIR IN THE SAME ROOM


Karel Adámek, Jan Kolář, Pavel Peukert

Abstract: The paper deals with common natural exhaust of flue gases from standard gas heating appliances with open flame inside the room/flat, as water heaters etc., and powered exhaust of contaminated air in the same room /flat as kitchen hood. At some circumstances can arise the danger for residents.

1-12
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  • A novel approach to improve the performance of HMI model using Bilateral Data Prediction with neural network Data mining from social network using neural network


Jayapal P

Abstract: In this, the data pattern from the sensor can be extracted by using the Equalized Distribution Pattern (EDP) model to find the relevancy between the feature of query data and from the entire dataset and form as the cluster of combination. To enhance the HMI model, the virtual management process are takes care based on the prediction of sensor parameters and to identify the range of parameters with supervised data learning. This type of data learning can be achieved by the improved bilateral neural network technique. To find the matching feature, the Bilateral Data Prediction with Neural Network (BDP-NN). With this system, first the pre-processed feature is matched with the pattern by using BDP-NN to find the type of data without directly passed into the whole dataset. From that type identified result, the similarity between the matched result and overall dataset is retrieved by using the EDP method to display all matched result from the bulk dataset with better classification result.

13-25
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  • Rashtriya Research Institute
    Of New Medical Sciences

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