Results 11 to 20 of about 1,397,188 (342)

Hierarchical relational models for document networks [PDF]

open access: yes, 2010
We develop the relational topic model (RTM), a hierarchical model of both network structure and node attributes. We focus on document networks, where the attributes of each document are its words, that is, discrete observations taken from a fixed ...
Blei, David M., Chang, Jonathan
core   +2 more sources

Hierarchical models for service-oriented systems [PDF]

open access: yes, 2011
We present our approach to the denotation and representation of hierarchical graphs: a suitable algebra of hierarchical graphs and two domains of interpretations.
A. Corradini   +15 more
core   +2 more sources

Towards Functional Flows for Hierarchical Models [PDF]

open access: yes, 2007
The recursion relations of hierarchical models are studied and contrasted with functional renormalisation group equations in corresponding approximations.
D. F. Litim   +7 more
core   +2 more sources

Hierarchical Models for Relational Event Sequences [PDF]

open access: yes, 2012
Interaction within small groups can often be represented as a sequence of events, where each event involves a sender and a recipient. Recent methods for modeling network data in continuous time model the rate at which individuals interact conditioned on ...
Butts, Carter T.   +3 more
core   +1 more source

The hierarchical parity model

open access: yesPhysica A: Statistical Mechanics and its Applications, 2023
Hierarchical spin-glasses are Ising spin models defined by recursively coupling together two equally-sized sub-systems. In this work a new hierarchical spin system is introduced wherein the sub-systems are recursively coupled together through the parity of their spins.
openaire   +3 more sources

Les Misérables: An analysis of low SWB across the world

open access: yesFrontiers in Psychology, 2023
Global trends indicate that the prevalence of low subjective wellbeing is on the rise, though not all regions are equal in terms of both absolute levels and their trajectories.
Georgios Melios   +5 more
doaj   +1 more source

Planned missing data designs and methods: Options for strengthening inference, increasing research efficiency and improving animal welfare in ecological and evolutionary research

open access: yesEvolutionary Applications, 2021
Ecological and evolutionary research questions are increasingly requiring the integration of research fields along with larger data sets to address fundamental local‐ and global‐scale problems.
Daniel W. A. Noble, Shinichi Nakagawa
doaj   +1 more source

Generalized Direct Sampling for Hierarchical Bayesian Models [PDF]

open access: yes, 2011
We develop a new method to sample from posterior distributions in hierarchical models without using Markov chain Monte Carlo. This method, which is a variant of importance sampling ideas, is generally applicable to high-dimensional models involving large
Braun, Michael, Damien, Paul
core   +1 more source

On Horizontal and Vertical Separation in Hierarchical Text Classification [PDF]

open access: yes, 2016
Hierarchy is a common and effective way of organizing data and representing their relationships at different levels of abstraction. However, hierarchical data dependencies cause difficulties in the estimation of "separable" models that can distinguish ...
Chen M.   +8 more
core   +3 more sources

Application of Hierarchical Spatial Autoregressive Models to Develop Land Value Maps in Urbanized Areas

open access: yesISPRS International Journal of Geo-Information, 2019
This article aims at testing the possibilities of applying hierarchical spatial autoregressive models to create land value maps in urbanized areas. The use of HSAR (Hierarchical Spatial Autoregressive) models for spatial differentiation of prices in the ...
Radosław Cellmer   +2 more
doaj   +1 more source

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