Brief review of self-organizing maps

D Miljković - 2017 40th international convention on information …, 2017 - ieeexplore.ieee.org
As a particular type of artificial neural networks, self-organizing maps (SOMs) are trained
using an unsupervised, competitive learning to produce a low-dimensional, discretized …

Evidence linking rapid Arctic warming to mid-latitude weather patterns

J Francis, N Skific - … Transactions of the Royal Society A …, 2015 - royalsocietypublishing.org
The effects of rapid Arctic warming and ice loss on weather patterns in the Northern
Hemisphere is a topic of active research, lively scientific debate and high societal impact …

[HTML][HTML] Changes in North Atlantic atmospheric circulation in a warmer climate favor winter flooding and summer drought over Europe

E Rousi, F Selten, S Rahmstorf… - Journal of Climate, 2021 - journals.ametsoc.org
Abstract Changes in atmospheric circulation under increasing greenhouse gas
concentrations are important because of their implications for weather extremes and …

North American weather regimes are becoming more persistent: Is Arctic amplification a factor?

JA Francis, N Skific, SJ Vavrus - Geophysical Research Letters, 2018 - Wiley Online Library
Rapid Arctic warming is hypothesized to favor an increased persistence of regional weather
patterns in the Northern Hemisphere (Francis & Vavrus, 2012). Persistent conditions can …

An urban data framework for assessing equity in cities: Comparing accessibility to healthcare facilities in Cascadia

JR Mayaud, M Tran, R Nuttall - Computers, Environment and Urban …, 2019 - Elsevier
As cities continue to grow worldwide, policymakers and urban planners face the dual task of
meeting rising demand for essential services while ensuring that benefits accrue to their …

[HTML][HTML] The relationship between the polar jet stream and extreme wildfire events in North America

P Jain, M Flannigan - Journal of Climate, 2021 - journals.ametsoc.org
Northern Hemisphere midlatitude weather is strongly influenced by the polar jet stream
(PJS), which dictates the position of storm tracks; this influence also extends to weather …

[HTML][HTML] Summers with low Arctic sea ice linked to persistence of spring atmospheric circulation patterns

ML Kapsch, N Skific, RG Graversen, M Tjernström… - Climate dynamics, 2019 - Springer
The declining trend of Arctic September sea ice constitutes a significant change in the Arctic
climate system. Large year-to-year variations are superimposed on this sea–ice trend, with …

Current trends of economic Modelling of sustainable corporate performance and reporting–review and research agenda

J Hřebíček, J Soukopová, O Trenz - Procedia Economics and Finance, 2014 - Elsevier
Currently there is a massive deployment of information and communication technologies in
modeling of advanced quantitative methods (optimization, stochastic and dynamic …

[HTML][HTML] The healthcare inequality among middle-aged and older adults in China: a comparative analysis between the full samples and the homogeneous population

L Fu, Y Fang, Y Dong - Health Economics Review, 2022 - Springer
Abstract Background In the Chinese population, the middle-aged and older adults are the
two main segments that utilize a large portion of healthcare. With the fast growth of the two …

[HTML][HTML] Insights from self-organizing maps for predicting accessibility demand for healthcare infrastructure

JR Mayaud, S Anderson, M Tran, V Radić - Urban Science, 2019 - mdpi.com
As urban populations grow worldwide, it becomes increasingly important to critically analyse
accessibility—the ease with which residents can reach key places or opportunities. The …