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Online Streaming Feature Selection via Conditional Independence
Online feature selection is a challenging topic in data mining. It aims to reduce the dimensionality of streaming features by removing irrelevant and redundant features in real time.
Dianlong You +7 more
doaj +1 more source
Single Nucleotide Polymorphisms’ Causal Structure Robustness within Coronary Artery Disease Patients
An ever-growing amount of accumulated data has materialized in several scientific fields, due to recent technological progress. New challenges emerge in exploiting these data and utilizing the valuable available information.
Maria Ganopoulou +8 more
doaj +1 more source
Knowing one's place: a free-energy approach to pattern regulation. [PDF]
Understanding how organisms establish their form during embryogenesis and regeneration represents a major knowledge gap in biological pattern formation.
Friston, K +3 more
core +1 more source
Counting Markov Blanket Structures
5 pages, 2 figures, 1 ...
Shyam Visweswaran, Gregory F. Cooper
openaire +2 more sources
With the publication of Wilfred Bion’s text ‘Learning from Experience,’ psychoanalysis was afforded a new schema for understanding the processes and implications involved in an infant’s contact with their caregivers.
Matthew John Mellor
doaj +1 more source
The prevention of severe injuries during crashes has become one of the leading issues in traffic management and transportation safety. Identifying the impact factors that affect traffic injury severity is critical for reducing the occurrence of severe ...
Lixin Yan +5 more
doaj +1 more source
How long, O Bayesian network, will I sample thee? A program analysis perspective on expected sampling times [PDF]
Bayesian networks (BNs) are probabilistic graphical models for describing complex joint probability distributions. The main problem for BNs is inference: Determine the probability of an event given observed evidence.
Batz, Kevin +3 more
core +2 more sources
Somatic multicellularity as a satisficing solution to the prediction-error minimization problem
Adaptive success in the biosphere requires the dynamic ability to adjust physiological, transcriptional, and behavioral responses to environmental conditions.
Chris Fields, Michael Levin
doaj +1 more source
Information Theoretic Methods for Variable Selection—A Review
We review the principal information theoretic tools and their use for feature selection, with the main emphasis on classification problems with discrete features.
Jan Mielniczuk
doaj +1 more source
a variational approach to niche construction [PDF]
In evolutionary biology, niche construction is sometimes described as a genuine evolutionary process whereby organisms, through their activities and regulatory mechanisms, modify their environment such as to steer their own evolutionary trajectory, and ...
Campbell, John +4 more
core +2 more sources

