4,491 research outputs found
GROWING UP IN IRELAND. Cohort '08 (Infant Cohort). Design, Instrumentation and Procedures for Cohort â08 of Growing Up in Ireland at 9 Years Old (Wave 5)
Growing Up in Ireland is the national longitudinal cohort study of children that commenced in 2006. The
study has followed two groups of Irish children: Cohort â98 (so-called because most of them were born in
1998; formerly called the âChild Cohortâ); and Cohort â08 (most of whom were born a decade later in 2008;
formerly called the âInfant Cohortâ). The primary aim of the study is to provide a strong evidence base to
improve the understanding of childrenâs and young peopleâs health and development across a range of
domains. This information is used to inform government policy in relation to children, yong people and
their families
Neural network-based colonoscopic diagnosis using on-line learning and differential evolution
In this paper, on-line training of neural networks is investigated in the context of computer-assisted colonoscopic diagnosis. A memory-based adaptation of the learning rate for the on-line back-propagation (BP) is proposed and used to seed an on-line evolution process that applies a differential evolution (DE) strategy to (re-) adapt the neural network to modified environmental conditions. Our approach looks at on-line training from the perspective of tracking the changing location of an approximate solution of a pattern-based, and thus, dynamically changing, error function. The proposed hybrid strategy is compared with other standard training methods that have traditionally been used for training neural networks off-line. Results in interpreting colonoscopy images and frames of video sequences are promising and suggest that networks trained with this strategy detect malignant regions of interest with accuracy
Public Sector Decentralization: Measurement Concepts and Recent International Trends
This paper deals with the problems encountered in defining and measuring the degree of fiscal decentralization. Drawing on a recent analytical framework of the OECD, different measures of fiscal autonomy and revenue decentralization are presented which consider tax-raising powers of sub-central governments. Taking account of changes in the assignment of decision-making competencies in the course of time, new time series of annual data on the degree of fiscal decentralization are provided for 23 OECD countries in the time period between 1965 and 2001. It is shown that common measures usually employed tend to considerably overestimate the extent of fiscal decentralization. Evidence is also provided for increasing fiscal decentralization in a majority of OECD countries during the last three decades. --Fiscal Decentralization,Measurement of Decentralization,Sub-national Autonomy,Tax Autonomy
Very Red and Extremely Red Galaxies in the Fields of z ~ 1.5 Radio-Loud Quasars
We previously identified an excess of mostly red galaxies around 31 RLQs at
z=1-2. These fields have an ERO (extremely red object, R-K>6) density 2.7 times
higher than the field. Assuming the EROs are passively evolved galaxies at the
quasar redshifts, they have characteristic luminosities of only ~L^*. We also
present new observations of four z~1.54 RLQ fields: (1) Wide-field J & Ks data
confirm an Abell richness ~2 excess within 140" of Q0835+580 but an excess only
within 50" of Q1126+101. (2) In 3 fields we present deep narrow-band redshifted
H-alpha observations. We detect five candidate galaxies at the quasar
redshifts, a surface density 2.5x higher than the field. (3) SCUBA sub-mm
observations of 3 fields detect 2 quasars and 2 galaxies with SEDs best fit as
highly reddened galaxies at the quasar z. (4) H-band adaptive optics (AO)
imaging is used to estimate redshifts for 2 red, bulge-dominated galaxies using
the Kormendy relation. Both have structural redshifts foreground to the quasar,
but these are not confirmed by photometric redshifts, possibly because their
optical photometry is corrupted by scattered light from the AO guidestar. (5)
We use quantitative SED fits to constrain the photometric redshifts z_ph for
some galaxies. Most galaxies near Q0835+580 are consistent with being at its
redshift, including a candidate very old passively evolving galaxy. Many very &
extremely red objects have z_ph z_q, and dust reddening is required to fit most
of them, including many objects whose fits also require relatively old stellar
populations. Large reddenings of E(B-V)~0.6 are required to fit four J-K
selected EROs, though all but one of them have best-fit z_ph>z_q. These objects
may represent a population of dusty high-z galaxies underrepresented in
optically selected samples. (Abridged)Comment: Missing object 1126.424 added to Table 4; title changed to save
people the apparent trouble of reading the abstract. 38 pages, 16 figures, 2
in color; all-PostScript figure version available from
http://astro.princeton.edu/~pathall/tp3.ps.g
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