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In this formula, a value for the centroid Cj for cluster j is calculated. The formula makes use of the membership function value for observation i, and its association with cluster j, raised to the power of the fuzziness parameter q(mq ). The observation ij values are incorporated (xi). Initially, a number of centroid values are randomly assigned using random observations or random values. Using these centroid values, an initial membership matrix is calculated, followed by a calculation of the centroids based on this matrix. The process of recalculating the membership matrix, followed by a recalculation of the centroid, is repeated until the matrix is determined to be optimized. The membership matrix is considered optimized when the largest difference of any two corresponding cells of the previous membership matrix and the newly computed membership matrix is less than some error threshold. At that point, the clustering process ends and the optimized matrix is used as the clustering results.

Columns may be individually selected and edited in the top pane. The column properties for the selected column are listed in the bottom pane. Dialog boxes for modifying foreign keys and indexes can be opened using the Table Designer menu or toolbar.

4: Learning Basic Administration . . . . . . . . . . . . . . . . . . . . . . 125 5: Getting on the Internet . . . . . . . . . . . . . . . . . . . . . . . . . . . 173 6: Securing Linux . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 195

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If more than one operator is listed at a level, the operators listed are of equal priority. JavaScript reads an expression from left to right. At that level of precedence, it evaluates operators as it comes across them. For a better understanding of the concept of operator precedence, let s look at the following expression that consists of several operators.

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To calculate kurtosis we: 1. Take the difference between the monthly returns and the arithmetic average return. EXHIBIT 9.13

with its corresponding SC-CDMA system (with a at power delay pro le) for m = 0.5, m = 1, and m = 2, respectively. The results for the Rayleigh case (m = 1) check with the results published in [26]. Note rst that both MC-CDMA and SCCDMA systems are more sensitive to the JSR for channels with a lower amount of fading since we observe a higher dynamic range in the BER performance for higher values of m. Furthermore, regardless of the severity of fading, the performance of SC-CDMA and MC-CDMA are almost the same for negligible JSR but MC-CDMA outperforms SC-CDMA for high values of JSR. However, the relative difference between the MC-CDMA and SC-CDMA systems tends to increase as the amount of fading decreases (i.e., higher m), which means that MC-CDMA is an even better choice in a microcellular environment. Figures 12.7, 12.8, and 12.9 compare the performance of aligned MC-CDMA systems with the misaligned ones for m = 0.5, m = 1, and m = 2, respectively. Aligned systems correspond to the case of fJ = fl (l = 1, 2, 3, 4) whereas misaligned systems correspond to the case fJ = (fl + fl+1 )/2 (l = 1, 2, 3). For all values of m, the system performance is better when only one subband is affected by the interference. Furthermore, the relative difference between the two systems slightly increases for channels with a lower amount of fading.

TABLE 7-3

Getting your Excel data into Access is the first step in leveraging the powerful utilities and functionality of Access. Outside of manually entering data into your Access tables, there are three basic ways of getting Excel data into your Access processes: importing, linking, and appending.

5 -Deoxyadenosyl-B12,330 Deoxyribose synthesis, 356 Deoxythymidylate synthesis, 341 Desaturases, 172, 174 Desmolase, see Cholesterol side-chain cleavage enzyme Desnutrin, see Lipases oc-Dextrinase, 42 Diabetes mellitus, 76, 139, 188,407 causes, 407 dyslipidemia, 267,268 gestational, 124 hemochromatosis, 389 hemoglobin Alc, 76 ketones, 152, 161 metabolic acidosis, 304 metabolic syndrome, 267 obesity, 406 resistance 189, 190,407,408 VLDL synthesis in, 192-194 Diacylglycerol acyltransferase, 47, 182, 189,405, 408 Diacylglycerol synthesis, 203 Diaphorase, see Methemoglobin reductase Dichloroacetate, 87 Dicumarol, 30 2,4-Dienoyl-CoA reductase, 150

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