... L ** Improving ** ** Reproductive ** ** Health ** ** through ** ** Community-Based ** ** Services: ** ** 25 ** ** Years ** ** of ** ** Pathfinder ** ** International ** ** Experience ** Mary K Burket, MA Technical Communications Associate October 2006 ** Pathfinder.** CBS ... greatest lesson learned in ** Pathfinder** s ** 25 ** ** years ** ** of ** ** experience ** in ** community-based ** services, is that working at the community level is essential to ** improving ** the ** health ** and welfare ** of ** people in underserved ... ** Pathfinder.** CBS 10/11/06 7:40 AM Page cvr2 ** Pathfinder ** ** International ** believes that ** reproductive ** ** health ** is a basic human right When parents can choose the timing ** of ** pregnancies and the size of...

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... ** of ** timeseries ** analysis ** in the ** time ** domain which arose largely as a consequence ** of ** the failure ** of ** the traditional methods ** of ** periodogram ** analysis ** The synthesis ** of ** the two branches ** of ** ** time-** ** series ** ... harmonic ** analysis ** that gave rise to the concept ** of ** the spectral density ** of ** a ** time ** 12 1: THE METHODS ** OF ** ** TIME-** ** SERIES ** ** ANALYSIS ** ** series ** should prove to be wholly conformable with the alternative methods ** of ** ... also belies the fact that ** time-** ** series ** ** analysis ** has had a long history The frequency domain ** of ** ** time-** ** series ** ** analysis,** to which the idea ** of ** the harmonic decomposition ** of ** a function is central, is...

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... Quan, W J Kaiser, and ** A ** H Sayed, **A ** spatial sampling scheme based on innovations diﬀusion ** in ** ** sensor ** networks,” ** in ** Proceedings ** of ** the 6th International Symposium on Information Processing ** in ** ** Sensor ** ... Shapes ** of ** the Gaussian and the Laplacian kernels around the origin more classical and universal ones ** In ** this paper, without any essential loss ** of ** generality, we are primarily interested ** in ** radial ... corresponding to ** a ** signal-to-noise ratio ** of ** 10 dB These ** data ** were used to estimate ** a ** ** nonlinear ** model, based on the Gaussian kernel, that predicts temperature as ** a ** function ** of ** location and ** time ** Preliminary...

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... waterways Study leader Beatrice Hahn ** of ** the University ** of ** Alabama says AIDS may have started in Africa as early as nineteen ten IN THE NEWS in VOA Special English was written by Nancy Steinbach ... in what is now the capital ** of ** the Democratic Republic ** of ** Congo, Kinshasa Last week, ** a ** team ** of ** scientists reported confirmation that H.I.V came from chimpanzees in the nearby country ** of ** Cameroon ... researchers believe the virus passed to humans when hunters came in contact with infected blood The infection could have crossed borders as people traveled along the Sanaga River ** and ** other waterways...

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... Summary ** Electricity ** ** Price ** ** Time ** ** Series ** ** Forecasting ** ** in ** ** Deregulated ** ** Markets ** ** Using ** ** Recurrent ** ** Neural ** ** Network ** ** Based ** ** Approaches ** ** In ** the past decade, ** electricity ** ** price ** ** time ** ** series ** system originating from ... ** electricity ** ** price ** ** time ** ** series ** and incorporates them for developing RNN ** based ** pure as well as hybrid models for modeling ** electricity ** ** price ** ** time ** ** series ** and accurate prediction of ** price ** ** in ** spiking ... Srinivasan, “Novel method of ** recurrent ** ** neural ** networks learning ** using ** invariant features of ** time ** ** series,** ” ** in ** IEEE Transactions on ** Neural ** ** Network,** accepted • Vishal Sharma and D Srinivasan, “Price...

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... chaos and ** chaotic ** techniques ** In ** addition, more recent approaches ** in ** ** forecasting ** ** chaotic ** ** time ** ** series ** are reviewed Review of ** Support ** ** Vector ** ** Machine ** (SVM), a relatively new ** machine ** learning tool ... attempts to demonstrate the promising applications of a relatively new ** machine ** learning tool, ** support ** ** vector ** ** machine,** on ** chaotic ** ** hydrological ** ** time ** ** series ** ** forecasting ** The ability to achieve high ... ** SUPPORT ** ** VECTOR ** ** MACHINE ** ** IN ** ** CHAOTIC ** ** HYDROLOGICAL ** ** TIME ** ** SERIES ** ** FORECASTING ** YU XINYING (M SC., UNESCO-IHE, DISTINCTION) A THESIS SUBMITTED FOR THE DEGREE...

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... ** APPLICATION ** ** OF ** ** TIME ** ** SERIES ** ** ANALYSIS ** ** IN ** ** MODELING ** ** CHILDHOOD ** ** EPIDEMIC ** ** DISEASES ** ZOU HUIXIAO (B.Sc South China University ** of ** Technology, China) A THESIS SUBMITTED FOR THE DEGREE ** OF ** MASTER ** OF ** SCIENCE ... stochastic version ** of ** the SEIR model (Fine and Clarkson [1982]), Finkenst¨adt and Grenfell [2000] introduced a ** time ** ** series ** susceptible-infected-recovered (TSIR) model, using a discrete ** time ** ** epidemic ** model ... susceptible individuals, infected individuals and births A person got infected ** in ** biweek t is the result ** of ** the contact ** of ** that person as a susceptible and an infected individual ** in ** biweek t...

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... artificial ** neural ** networks ** for ** nonlinear ** time-** ** series ** ** forecasting ** Computers and Operations Research 28 (4), 381–396 Zhang, G P., Qi, M., 2005 ** Neural ** ** network ** ** forecasting ** ** for ** seasonal and trend ** time ** ** series ** ... Journal of ** Forecasting ** 21 (3), 397 – 409 Kourentzes, N., Crone, S F., 2010 Frequency independent automatic input variable selection ** for ** ** neural ** networks ** for ** ** forecasting ** In: ** Neural ** Networks (IJCNN), ... artificial ** neural ** networks: The state of the art International Journal of ** Forecasting ** 14 (1), 35–62 Zhang, G P., 2001 An investigation of ** neural ** networks ** for ** linear ** time-** ** series ** ** forecasting ** Computers...

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... (Section 2.5) was used ** for ** ** evolving ** ** the ** MLP ** for ** ** the ** ** forecasting ** problem (Fig 3) ** The ** starting populations were initialised with ** the ** random set of MLP models (see ** the ** encoding in ** the ** Section 2.4) and ... adequate information ** for ** achieving ** the ** performance described in ** the ** results Results 3.2 Validation statistics 3.1 Evolved MLP models ** The ** validation statistics is presented ** for ** each ** model ** and ** the ** reference ... Therefore, it can be stated ** the ** ** evolving ** of ** model ** inputs and high-level architecture itself could not improve ** the ** performances of ** the ** models signiﬁcantly However, more robust and reasonable models...

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... preliminary understating ** of ** the ** time ** behavior ** of ** the ** series ** Fig.1 shows ** time ** ** series ** plot ** of ** selected ** time ** ** series ** ** air ** ** pollution ** concentration This Figure shows different ** time ** behavior ** of ** ** air ** pollutants ... Spectral ** analysis ** ** of ** ** air ** pollutants Part 1: elemental carbon ** time ** ** series ** Atmospheric Environment, 34, 3495-3502 Discussion and Conclusion ** Daily ** ** air ** ** pollution ** ** time ** ** series ** ** analysis ** ** of ** ** Isfahan ** ** city ** ... 281 321 ** Time(** Day) ** Time ** (Day) ** Time(** Day) ** Time ** (Day) Fig 1: ** Time ** ** series ** plots ** of ** selected ** air ** pollutions (solid line) and fitted regression curves (dashed lines) 263 ** Daily ** ** air ** ** pollution ** ** time ** R...

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... Xu, J., ** and ** Kalkstein, L (1997) ** Air ** ** pollution,** weather ** and ** ** mortality ** in Philadelphia, In Particulate ** Air ** ** Pollution ** ** and ** Daily ** Mortality:** Analyses ** of ** the Eﬀects ** of ** Weather ** and ** Multiple ** Air ** Pollutants ... , uL ]t (Hastie ** and ** Tibshirani, 1990; Chambers ** and ** Hastie, 1992) In ** time ** ** series ** studies ** of ** ** air ** ** pollution ** ** and ** ** mortality,** the assumption ** of ** linearity ** of ** the smooth component ** of ** model (1) is inadequate, ... Linear ** Models.** ” Journal ** of ** the Royal Statistical Society ** Series ** B , 50, 413–436 Stieb, D., Judek, S., ** and ** Burnett, R (2002) “Meta-analysis ** of ** ** time-** ** series ** studies ** of ** ** air ** ** pollution ** ** and ** ** mortality:** ...

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... for quantifying ** and ** characterizing ** model ** uncertainty ** in ** multicity ** time ** ** series ** ** studies ** ** of ** ** air ** ** pollution ** ** and ** ** mortality ** The complexity ** of ** the ** time ** ** series ** data requires the application ** of ** sophisticated ... comprehensive characterization ** of ** ** model ** ** choice ** ** and ** ** model ** uncertainty ** in ** ** time ** ** series ** ** studies ** ** of ** ** air ** ** pollution ** ** and ** ** mortality,** focusing on confounding adjustment for seasonal ** and ** long-term trends We ﬁrst identify ... ** of ** ** Time-** ** series ** ** Studies ** ** of ** ** Air ** ** Pollution ** ** and ** Health, pp 9–24 Cambridge: Health Effects Institute Dominici, F., McDermott, A ** and ** Hastie, T (2004) Improved semiparametric ** time ** ** series ** models ** of ** air...

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... rate % Fig Moving average ** of ** ** the ** ** multi-agent ** game’s success rate for ** the ** real price-series ** of ** Fig (top left) and a random walk price-series (top right) Bottom: histogram ** of ** individual agents’ time-averaged ... proportional ** to ** S0 −S1 = S0−1 In addition, ** the ** number ** of ** agents taking part in ** the ** game at each timestep will be related ** to ** ** the ** total number ** of ** active strategies S0 + S1 = S0+1 , hence ** the ** error ... with a historic probability ** of ** winning ≥ r [3] We focus on ** the ** regime where ** the ** number ** of ** strategies in play is comparable ** to ** ** the ** total number available, and where r ∼ 0.5 In addition ** to ** producing...

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... clinical, laboratory and pharmacy information for all ** patients,** including ** the ** dates ** of ** enrollment into ** the ** HIV clinic, ** the ** dates ** of ** all clinical appointments and CD4 tests and ** the ** dates ** of ** starting ... two-years ** of ** initial training, and all had attended standardized training on staging HIV-positive ** patients ** ** using ** CD4 counts and WHO criteria Prior ** to ** ** the ** intervention, all ** HAART ** and non **-HAART ** ** eligible ** ... regression was then used ** to ** compare ** the ** hazard rates at which these ** patients ** started ** HAART ** before and after ** the ** intervention, ** using ** ** the ** date ** of ** ** the ** initial CD4 blood draw as ** the ** starting point for...

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