Results 41 to 50 of about 698,809 (305)
Online Streaming Feature Selection via Conditional Independence
Applied Sciences, 2018 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
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A Technical Critique of Some Parts of the Free Energy Principle
Entropy, 2021 We summarize the original formulation of the free energy principle and highlight some technical issues. We discuss how these issues affect related results involving generalised coordinates and, where appropriate, mention consequences for and reveal, up ...
Martin Biehl +2 more
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Two generalizations of Markov blankets
CoRR, 2019 In a probabilistic graphical model on a set of variables $V$, the Markov blanket of a random vector $B$ is the minimal set of variables conditioned to which $B$ is independent from the remaining of the variables $V \backslash B$. We generalize Markov blankets to study how a set $C$ of variables of interest depends on~$B$.
Victor Cohen, Axel Parmentier
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Online Feature Selection for Streaming Features Using Self-Adaption Sliding-Window Sampling
IEEE Access, 2019 In recent years, online feature selection has been a research topic on streaming feature mining, as it can reduce the dimensionality of the streaming features by removing the irrelevant and redundant features in real time.
Dianlong You +6 more
doaj +1 more source
Somatic multicellularity as a satisficing solution to the prediction-error minimization problem
Communicative & Integrative Biology, 2019 Adaptive success in the biosphere requires the dynamic ability to adjust physiological, transcriptional, and behavioral responses to environmental conditions.
Chris Fields, Michael Levin
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Frontiers in Psychology, 2018 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
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Science Progress, 2020 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
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An Active Inference Account of Touch and Verbal Communication in Therapy
Frontiers in Psychology, 2022 This paper offers theoretical explanations for why “guided touch” or manual touch with verbal communication can be an effective way of treating the body (e.g., chronic pain) and the mind (e.g., emotional disorders).
Joohan Kim +5 more
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Bayesian Markov Blanket Estimation
CoRR, 2015 16 pages, 5 ...
Kaufmann Dinu +5 more
openaire +4 more sources
Sentience and the Origins of Consciousness: From Cartesian Duality to Markovian Monism
Entropy, 2020 This essay addresses Cartesian duality and how its implicit dialectic might be repaired using physics and information theory. Our agenda is to describe a key distinction in the physical sciences that may provide a foundation for the distinction between ...
Karl J. Friston +2 more
doaj +1 more source