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The Nortel VPN Router is primarily used as a secured access gateway between a public network (for example, the Internet) and a private internal network. With its stateful firewall functionality, it provides protection against unauthorized

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b. In thi s case, since viet )

There is nothing special about two variables except for the ease of plotting, and k-means has no such limitation because it only needs the ability to compute the distance between centers and data values. The distance formula in n-dimensional space is given by equation 5.9 and is not hard to compute, so k-means is easily done for more than two variables. To illustrate this, we use the pronoun data read into Poe8pn in output 8.3. There the variables heRate and sheRate are created, but by using matrix methods, it is easy to create rates for all eight variables at once. This is done in output 8.7, which also performs the k-means analysis with two clusters, and then plots these results for the first two pronouns, he and she. Note that heRate is the same as Poe8rate [, I], and that sheRate is the same as Poe8rate [ ,21.This is easily checked by subtraction, for example, the command below returns a vector of 68 zeros.

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Wall Street, 240 miles away, was also cold, but there was no sun. Rumors of another major corporate bankruptcy were sweeping through the news wires. Selling pressure in the stock market, which had dissipated during a sharp bear market rally, cascaded into an avalanche as investors stampeded the exits. The Dow plunged 350 points by mid-morning, rallied to a negative 150, and then collapsed again, closing on its rear end, down 427. This is exactly like Black Monday of 1987, exclaimed an investor in Munich, Germany, watching the action from his computer screen late that evening. But it wasn t, for two reasons. First, there was not yet a final capitulation the climax that market observers hoped would end the decline. Indeed, in percentage terms, even a 427-point decline was still much less than that of Black Monday. Second, unlike Black Monday, when bond markets surged, bond markets especially corporate bonds were plunging. The rumors were true. One of America s great success stories of the 1990s was on the verge of default, and two of its financial backers were about to suffer a debilitating losses as a result. Its name: United Communications and Business Systems, symbol UCBS on the Nasdaq. It didn t take a genius to figure out why. In addition to the big accounting adjustments announced a year earlier by its former CEO, UCBS had too many debts coming due. When the sales of its various subsidiaries declined, it ran out of cash to make the payments. It was that simple. The new CEO, following in the footsteps of his predecessor,

FIGURE 8.10 You can use the selection state buttons as well as the Shift and Alt keys (Shift and Option keys on the Mac) when modifying a selection outline.

Internet Explorer currently remains the most popular Web browser of all, but you have choices if you want them. The venerable Netscape browser still exists, as does the more experimental client on which it is based, Mozilla. Opera is yet another choice. In the future, the once-fascinating browser wars could resurface, with Microsoft no longer offering IE as a separately available download (it will still ship only with Windows itself). So, it makes sense to give others a try now, in part because they make your Internet experience different and a bit fresher. 10 completes your look at the built-in Internet technologies of Windows XP by examining the two remote control features, Remote Desktop and Remote Assistance.

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