Abstract
We investigate practical selection of meta-parameters for SVM regression (that is,
ε -insensitive zone and regularization parameter C). The proposed methodology advocates analytic
parameter selection directly from the training data, rather than resampling approaches commonly
used in SVM applications. Good generalization performance of the proposed parameter selection is
demonstrated empirically using several low-dimensional and high-dimensional regression
problems. Further, we point out the importance of Vapnik’s ε -i..............etc

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This seminar report titled Noise Pollution and Control in Chemical Industries deals with the various sources of noise in an industry. It also highlights the hazards that noise causes on man and environment. The report also commets on some measures which can be implemented in noise causing industries to control the noise to an acceptable level. Noise and industry always goes together and every industry is a source of noise. The increased speed to achieve greater productivity, higher velocity of the process stream, vibration etc. are the main cau..............etc

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Abstract
This paper proposes a two-phase scheme for removing salt-and-pepper impulse noise. In the first
phase, an adaptive median filter is used to identify pixels which are likely to be contaminated by noise
(noise candidates). In the second phase, the image is restored using a specialized regularization method
that applies only to those selected noise candidates. In terms of edge preservation and noise suppression,
our restored images show a significant improvement compared to those restored by using just nonlinear
filters or r..............etc

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Noise pollution. Selection of topic. Definition. Concepts Impotence. Loss. Observation..............etc

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i want an evs project on noise pollution.
Yes, i want an evs project on noise pollution...............etc

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Noise pollution. Selection of topic. Definition. Concepts Impotence. Loss. Observation..............etc

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Dear Madam\sir,

I am a research student. i want the matlab codings for salt and pepper noise removal by median type noise detectors and detail preserving regularization for my project dissertation...............etc

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I am a student studying chemical engineering in thrissur government engineering college, kerala. I was very interested in the topic ' NOISE POLLUTION AND CONTROL IN CHEMICAL INDUSTRY'. I was unable to gather much information on the internet. I would be greatly obliged if u could please send me a seminar report based on the above said topic to my e-mail id: [email protected].
..............etc

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Noise pollution. Selection of topic. Definition. Concepts Impotence. Loss. Observation..............etc

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Introduction
Noise can be defined as unwanted or undesirable sound. The word noise is derived from a Latin word nausea meaning seasickness.

Be it human or machine-created noise disrupts the activity and balance of life. Humans, animals, plants and even inert objects like buildings, monuments and bridges have been the victims of noise pollution.

Noise pollution is considered as major hazards of modern life especially in urban areas-areas that are most industrialized and urbanized.

Materials related to S..............etc

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