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References 1. Hastings MH, Reddy AB, and Maywoo ES. A clockwork web: circadian timing in brain and periphery, in health and disease. Nat Rev Neurosci 2003; 4: 649-61. Knutsson A. Health disorders of shift workers. Occup Med Lond ; 2003; 53: 103-8. Karlsson BH, Knutsson AK, Lindahl BO and Alfredsson LS. Metabolic disturbances in male workers with rotating three-shift work. Results of the WOLF study. Int Arch Occup Environ Health 2003; 76: 424-30. Bliwise DL. 2004 ; . Sleep disorders in Alzheimer's disease and other dementias. Clin Cornerstone 2004; 6 Suppl 1A: S16-28. 5. Bianchetti A, Scuratti A, Zanetti O, Binetti G, Frisoni GB, Magni E and Trabucchi M. Predictors of mortality and institutionalization in Alzheimer disease patients 1 year after discharge from an Alzheimer dementia unit. Dementia 1995; 6: 108-12. Weaver DR. The suprachiasmatic nucleus: a 25-year retrospective. J Biol Rhythms 1998; 13: 100-12. Kumbalasiri T, and Provencio I. 2005 ; . Melanopsin and other novel mammalian opsins. Exp Eye Res 2005; 81: 368-75. Maywood ES, Reddy AB, Wong GK, O'Neill JS, O'Brien JA, McMahon DG, Harmar AJ, Okamura H, and Hastings MH. Synchronization and maintenance of timekeeping in suprachiasmatic circadian clock cells by neuropeptidergic signaling. Curr Biol 2006; 16: 599-605.
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As it was mentioned earlier, the proposed boosting approaches would fail, in theory, to perform well when too weak or too strong gClassifiers are utilized. Clearly, it can be experimentally observed at this point from the example shown in Fig. 5, where the results are obtained by B-JD-LDA in the task . In this example, the weakest and strongest gClassifiers are produced by B-JD-LDA when and , respectively. However, the generalization performance of the former is only slightly better than that of the single JD-LDA, while the latter tends to overfit quickly, although it yields the lowest training error. In contrast with this, appropriately weak are used. In these gClassifiers are produced when cases, it can be seen from Fig. 5 that the B-JD-LDA exhibits the beautiful property of boosting: The test CER is continuously improved, even long after the training error has dropped down to zero. Similar phenomena have been also observed with the B-EFM method. Based on the theory developed in Section III-C, the gClassican be found fiers with the best weakness or the optimal 6 ; with reby minimizing a generalization loss function . To test the estimation acspect to , i.e., curacy of the method, we applied the loss function to the various learning tasks designed in the first experiment. The ob, and the worst value tained results including are depicted in Tables VI and VII for B-JD-LDA and B-EFM, respectively, where the values of were found empirically. It should be mentioned here that it is not a difficult task to find an appropriate value within [0, 1]. In fact, our experiments reveal. Elizabeth Moore Beatlemania infected 800-plus people at the Chef Soire Patron Party on Feb. 8. "Twist & Shout, " the ultimate Beatle revue, had the crowd on its feet and dancing in the aisles at the Columbia Theatre for the Performing Arts in Hammond. The 40th anniversary celebration of the Beatles' first appearance on the "Ed Sullivan Show" featured the look-alike, sound-alike former cast of the Broadway hit show re-creating the excitement and showmanship of the original Fab Four. Tony Kishman as "Paul, " Jim Owen as "John, " Gilbert Bonilla as "George, " and Carmine Grippo as "Ringo" performed more than 30 Beatles songs to the captivated audience. The show began with the appearance of the young, longhaired Liverpool lads, rolled on to the droopy-mustached mega-stars, evoked the flower children with lank hair and rimless glasses, and ended with the flashy Sgt. Pepper personalities. In the background of the stage, multimedia clips recalled the turbulent 1960s and the hysteria that trademarked the Beatles. State Sen. John Hainkel welcomed the audience to Southeastern Louisiana University's grand theater, a shining star in the cultural landscape of the north shore. "It is a magnificent place, " he said of the once-dilapidated buildiing that is the second-oldest theater in Louisiana. In introducing "Twist & Shout, " Hainkel said of the Beatles' astounding popularity, "It is the only successful invasion of the United States by the British in history." The patrons' progressive party began at noon at Northshore Volkswagen, where vari-colored Volkswagen Beetles were decorated with psychedelic balloons. Bayou Self Band, a one-man show by David Gutierrez, entertained the crowd with '60s music while they sipped Beatle-juice, Yellow Submarine vodka and Love You Blue martinis. They also savored raw oysters, corn and crab bisque, pulled pork, cheesecake, crawfish julienne and desserts. Then the group took a "Ticket to Ride" on the "Yellow Submarines, " a.k.a. St. Tammany Parish School buses. On board, they sang the signature "Yellow Submarine" and answered Beatle trivia questions for prizes. When the patrons arrived at the theater, they were greeted like celebs by the "Screamers" and by the paparazzi. In the lobby, Richard Moore played Beatles songs on the piano, and the partying revved up with choices of Hard Day's Night bloody Mary's, From Me to You wines, Good Day Sunshine shots, Help, I Need Somebody mudslides, Here Comes the Sun mimosas and Mother Nature's Son vodka. Grazers delighted in corn and crab bisque, red bean gumbo, crawfish pepperjack soup, white bean vinaigrette salad, stuffed grape leaves, fried catfish, jambalaya, salads, strudels, cakes and bread pudding. On display was an amazing array of Beatle memorabilia. The Chef Soire patron party was chaired by Nancy Reed and Phoebe Whealdon, and coordinated by Debra Bresler. Chef Soire is the major fund-raiser for the Youth Service Bureau, which provides programs of prevention and early intervention for troubled or high-risk youths and their families, and enables them to become responsible community members. Chef Soire is co-chaired by Bonnie Drude and Jimmy Rogers, with Steve Babin as special projects chairman. Chef Soire will be held on March 21 from 5 to 9 Bogue Falaya Park. More than 90 food and beverage purveyors will be serving their finest offerings. Entertainment will be by The Blue Meanies, Flite, The Spectacles, The Wagners and The Kilts of Many Colours. There will be dynamic inflatables, confetti cannons, sky-trackers, air stars, helium light balloons, skyrotechnic lights and a grand fireworks finale. Tickets are $95 before March 1 and $110 after March 1. Tickets will not be sold at the gate. Raffle tickets to win a 2004 Volkswagen Beetle or other prizes are $50, and will benefit the Youth Service Bureau CASA program, in which a court-appointed special advocate is trained to be the voice of a child in court. The drawing will be held on March 21 at Chef Soire at 8 p.m. Only 1, 500 tickets will be sold, and the winner need not be present to win. For Chef Soire tickets or raffle ticket information, call 893-2570 or log on to chefsoiree. 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