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In addition, two case studies are described that outline data mining projects in the area of microRNA analysis and scoring credit loans applications Both case studies use the Traceis software that is available from http:/ /wwwmakingsenseofdata com/ and described in Appendix B This chapter also discusses the use of data mining in situations where the data is not in a tabular format, and such data needs to be preprocessed to make the information amenable to data mining methods The use of preprocessing data to facilitate data mining is described in the context of two examples: data mining chemical information and data mining text..

he returns we have calculated so far are single period returns. While these are useful, we are usually interested in measuring performance over time periods longer than a day or month, which are the most common valuation frequencies. We can calculate single-period returns across valuation dates by compounding the single period returns into cumulative returns. In addition, returns calculated for multiple periods often are presented as an average of the single period returns over the period, usually on an annual average basis. This chapter deals with the compounding and averaging aspects of multiperiod return calculation.

5.8 Using ash for outdoor portraits can add ll light to facial shadows and attractive catchlights to the eyes as in this portrait of Sheila, my favorite orist. Exposure: ISO 100, f/3.5, 1/250 second.

1 2

(2.2)

System Baseband processing Multiplexing Carrier modulation Adaptability to multiple access and assignment modes

Option B: distribution of VPLS information between ASBRs by BGP In this scheme, an EBGP session between ASBRs is used to advertise label blocks from one AS into another. For each label block advertised by a PE in the same AS as the ASBR, the ASBR creates an analogous label block which is advertised to the peer ASBR over the EBGP session. The label block created by the ASBR contains the same number of labels and maps on to the same VE IDs as the original label block, but the label base can be different. Why is this translation of the label block necessary If the ASBR simply relayed the label block with the same label base as that chosen by the originating PE, the label values could clash with labels that the ASBR had allocated for other purposes. For the same reason, in the L3 VPN case, the VPN label may be translated by the ASBR. In the forwarding table, the ASBR installs a label swap operation between each label value in the original label block and the corresponding label value in the new label block. Note that the analogous scheme for the L3 VPN potentially may involve the ASBR holding a large number of L3VPN routes. However, in the VPLS scheme the number of routes is small (as few as one per VPLS instance) so the scheme is very scalable in the VPLS case. Note that the ASBR is not involved in any MAC learning and does not need to hold any MAC address information.

You can substitute range names for the range references in a SERIES formula. When you do so, Excel changes the reference in the SERIES formula to include the workbook name. For example, the SERIES formula shown here uses a range named MyData (located in a workbook named budget.xls). Excel added the workbook name and exclamation point.

TRAFFIC ENGINEERING WITH MPLS (MPLS-TE)

You use the sort command to sort the output of a file or the stdout of a process before it is sent to the screen or wherever you want it to go. Thus, sort helps to ensure that the output is in an acceptable order or that it is presented how you want. It works by reading stdin (which might be the stdout of another process), processing the data, and sending it to stdout or wherever you designate. The sort command s syntax is as follows:

NOTE The GSO and non-GSO satellite systems are designated respectively by (1) and (2).

We nd the price is $11.70, with a standard deviation of 16.20 and a standard error of 0.051. For a more robust object-oriented implementation for multifactor diffusions, we can use Monte Carlo classes de ned in section 2.10 to derive a BasketPathPricer class (from the QuantLib library at www.quantlib.org). First, we de ne a MultiPath class that implements multiple factors evolving at the same time.

In addition to ITU-R recommendations, satellite operators such as INTELSAT and EUTELSAT have issued quality standards for their business services as expressed by Table 2.5 below.

Figure 12.12 Incandescent, shallow-contour, silver-bowl, open-reflector downlight with 7 -in aperture.