Reinterpreting comorbidity: A model-based approach to understanding and classifying psychopathology

RF Krueger, KE Markon - Annu. Rev. Clin. Psychol., 2006 - annualreviews.org
Comorbidity has presented a persistent puzzle for psychopathology research. We review
recent literature indicating that the puzzle of comorbidity is being solved by research fitting …

[BOOK][B] An introduction to Kolmogorov complexity and its applications

M Li, P Vitányi - 2008 - Springer
Ming Li Paul Vitányi Fourth Edition Page 1 An Introduction to Kolmogorov Complexity and Its
Applications Ming Li Paul Vitányi Fourth Edition Texts in Computer Science Page 2 Texts in …

[PDF][PDF] Stanford encyclopedia of philosophy

EN Zalta, U Nodelman, C Allen, J Perry - 1995 - ruccs.rutgers.edu
Notice: This PDF version was distributed by request to members of the Friends of the SEP
Society and by courtesy to SEP content contributors. It is solely for their fair use …

Spotting culprits in epidemics: How many and which ones?

BA Prakash, J Vreeken… - 2012 IEEE 12th …, 2012 - ieeexplore.ieee.org
Given a snapshot of a large graph, in which an infection has been spreading for some time,
can we identify those nodes from which the infection started to spread? In other words, can …

Shannon information and Kolmogorov complexity

P Grunwald, P Vitányi - arxiv preprint cs/0410002, 2004 - arxiv.org
We compare the elementary theories of Shannon information and Kolmogorov complexity,
the extent to which they have a common purpose, and where they are fundamentally …

Categorical and continuous models of liability to externalizing disorders: A direct comparison in NESARC

KE Markon, RF Krueger - Archives of General Psychiatry, 2005 - jamanetwork.com
Context Patterns of genetic, environmental, and phenotypic relationships among antisocial
behavior and substance use disorders indicate the presence of a common externalizing …

The long and the short of it: summarising event sequences with serial episodes

N Tatti, J Vreeken - Proceedings of the 18th ACM SIGKDD international …, 2012 - dl.acm.org
An ideal outcome of pattern mining is a small set of informative patterns, containing no
redundancy or noise, that identifies the key structure of the data at hand. Standard frequent …

The information complexity of learning tasks, their structure and their distance

A Achille, G Paolini, G Mbeng… - Information and Inference …, 2021 - academic.oup.com
We introduce an asymmetric distance in the space of learning tasks and a framework to
compute their complexity. These concepts are foundational for the practice of transfer …

Information science and statistics

M Jordan, J Kleinberg, B Schölkopf - (No Title), 2006 - Springer
Untitled Page 1 Page 2 Information Science and Statistics Series Editors: M. Jordan J.
Kleinberg B. Schölkopf Page 3 Information Science and Statistics For other titles published in …

A method for parameter calibration and relevance estimation in evolutionary algorithms

V Nannen, AE Eiben - Proceedings of the 8th annual conference on …, 2006 - dl.acm.org
We present and evaluate a method for estimating the relevance and calibrating the values of
parameters of an evolutionary algorithm. The method provides an information theoretic …