Inspired by empirical studies of networked systems such as the Internet, social networks, and biological networks, researchers have in recent years developed a variety of techniques and models to help us understand or predict the behavior of these systems. Here we review developments in this field, including such concepts as the small-world effect, degree distributions, clustering, network correlations, random graph models, models of network growth and preferential attachment, and dynamical processes taking place on networks.

/pdf/the-structure-and-function-of-complex-networks-34deompc9l.pdf

The Structure and Function of Complex Networks

While methods for comparing two learning algorithms on a single data set have been scrutinized for quite some time already, the issue of statistical tests for comparisons of more algorithms on multiple data sets, which is even more essential to typical machine learning studies, has been all but ignored. This article reviews the current practice and then theoretically and empirically examines several suitable tests. Based on that, we recommend a set of simple, yet safe and robust non-parametric tests for statistical comparisons of classifiers: the Wilcoxon signed ranks test for comparison of two classifiers and the Friedman test with the corresponding post-hoc tests for comparison of more classifiers over multiple data sets. Results of the latter can also be neatly presented with the newly introduced CD (critical difference) diagrams.

/pdf/statistical-comparisons-of-classifiers-over-multiple-data-18bm1e3eph.pdf

Statistical Comparisons of Classifiers over Multiple Data Sets

http://www.maths.qmul.ac.uk/%7Elatora/report_06.pdf

Complex networks: Structure and dynamics

Ultrahigh electron mobility in suspended graphene

Global estimates of the prevalence of diabetes for 2010 and 2030.

체외 순환에 따른 혈장 단백함량과 폐포 모세혈관 산소 분압차의 변화

저체온하 순환정지를 이용한 소아 개심술 후의 신경계 이상에 대한 평가

만성 대동백 박리 환자에서 전 흉부 대동맥 동시 치환

허혈성 심근질환(좌심실박출지수≤35%) 환자에서 관상동맥우회술의 조기와 중기 결과

Section One – 7. 1. 2. 3. 4. Section Two – 2.

박계현

Papers

체외 순환에 따른 혈장 단백함량과 폐포 모세혈관 산소 분압차의 변화

저체온하 순환정지를 이용한 소아 개심술 후의 신경계 이상에 대한 평가

만성 대동백 박리 환자에서 전 흉부 대동맥 동시 치환

허혈성 심근질환(좌심실박출지수≤35%) 환자에서 관상동맥우회술의 조기와 중기 결과

우심실 유출로에 사용된 냉동 동종 판막도관의 중기성적