Bayesian Model Selection for Network Discrimination and Risk-informed Decision Making in Material Flow Analysis

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Liao, Jiankan, Huan, Xun, Cooper, Daniel
Formato:	Preprint
Publicado:	2025
Materias:	Applications
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Intelligent data collection for network discrimination in material flow analysis using Bayesian optimal experimental design
por: Liao, Jiankan, et al.
Publicado: (2025)

Expert Elicitation and Data Noise Learning for Material Flow Analysis using Bayesian Inference
por: Dong, Jiayuan, et al.
Publicado: (2022)

Data-Driven Bayesian Network Models of Hurricane Evacuation Decision Making
por: Wang, Hui Sophie, et al.
Publicado: (2023)

Bayesian Quantile Regression with Subset Selection: A Decision Analysis Perspective
por: Feldman, Joseph, et al.
Publicado: (2023)

Bayesian Nonparametric Clustering to Support Medical Decision-Making: A Variational Inference Approach
por: Ármann, Inga Huld, et al.
Publicado: (2026)

On the Impact of Biological Risk in Aquaculture Valuation and Decision Making
por: Ewald, Christian-Oliver, et al.
Publicado: (2024)

A Likelihood-Free Approach to Goal-Oriented Bayesian Optimal Experimental Design
por: Chakraborty, Atlanta, et al.
Publicado: (2024)

Relative Survival Analysis Using Bayesian Decision Tree Ensembles
por: Basak, Piyali, et al.
Publicado: (2024)

A Bayesian Discrete Framework for Enhancing Decision-Making Processes in Clinical Trial Designs and Evaluations
por: Pramanik, Paramahansa, et al.
Publicado: (2026)

A Bayesian Spatio-Temporal Top-Down Framework for Estimating Opioid Use Disorder Risk Under Data Sparsity
por: Peterson, Emily N, et al.
Publicado: (2025)

Bayesian Non-Homogeneous Hidden Markov Model with Variable Selection for Investigating Drivers of Seizure Risk Cycling
por: Wang, Emily T., et al.
Publicado: (2022)

Leveraging population information in brain connectivity via Bayesian ICA with a novel informative prior for correlation matrices
por: Mejia, Amanda, et al.
Publicado: (2023)

Modeling Spatial Heterogeneity in Exposure Buffers and Risk: A Hierarchical Bayesian Approach
por: Comess, Saskia, et al.
Publicado: (2025)

Personalized Pricing Decisions Through Adversarial Risk Analysis
por: Rasines, Daniel García, et al.
Publicado: (2024)

Scalable Decisions using a Bayesian Decision-Theoretic Approach
por: Ng, Hoiyi, et al.
Publicado: (2026)

Bayesian Variable Selection in Distributed Lag Models: A Focus on Binary Quantile and Count Data Regressions
por: Dempsey, Daniel, et al.
Publicado: (2024)

Integrating Response Time and Attention Duration in Bayesian Preference Learning for Multiple Criteria Decision Aiding
por: Jiang, Jiaxuan, et al.
Publicado: (2025)

Evaluating WAIC and PSIS-LOO for Bayesian Diagnostic Classification Model Selection
por: Jung, Ae Kyong, et al.
Publicado: (2024)

A Unified Bayesian Framework for Mortality Model Selection
por: Diana, Alex, et al.
Publicado: (2024)

Bayesian Regression Analysis with the Drift-Diffusion Model
por: Jin, Zekai, et al.
Publicado: (2025)

Discovering Spatial Patterns of Readmission Risk Using a Bayesian Competing Risks Model with Spatially Varying Coefficients
por: Shen, Yueming, et al.
Publicado: (2025)

Decision Making in Drug Development via Inference on Power
por: Johnson, Geoffrey S
Publicado: (2020)

Influence Networks: Bayesian Modeling and Diffusion
por: Sánchez-Gutiérrez, Samuel, et al.
Publicado: (2024)

Personalized Treatment Hierarchies in Bayesian Network Meta-Analysis
por: Wigle, Augustine, et al.
Publicado: (2026)

Colorectal cancer risk mapping through Bayesian Networks
por: Corrales, Daniel, et al.
Publicado: (2024)

A Bayesian Learning Model for Joint Risk Prediction of Alcohol and Cannabis Use Disorders
por: Rajapaksha, Rajapaksha Mudalige Dhanushka S., et al.
Publicado: (2025)

Bayesian Network Regularized Regression for Modeling Urban Crime Occurrences
por: Upton, Elizabeth, et al.
Publicado: (2017)

A Bayesian Joint Modelling for Misclassified Interval-censoring and Competing Risks
por: Yang, Zhenwei, et al.
Publicado: (2024)

Visualisation for Exploratory Modelling Analysis of Bayesian Hierarchical Models
por: Akinfenwa, Oluwayomi, et al.
Publicado: (2024)

Recurrent Neural Networks for Multivariate Loss Reserving and Risk Capital Analysis
por: Cai, Pengfei, et al.
Publicado: (2024)

Bayesian Variable Selection for High-Dimensional Mediation Analysis: Application to Metabolomics Data in Epidemiological Studies
por: Bae, Youngho, et al.
Publicado: (2024)

Bayesian Analysis of Hotel Booking Cancellations: A Hierarchical Modeling Approach
por: Yang, Yingdong
Publicado: (2025)

Stochastic Search Variable Selection for Bayesian Generalized Linear Mixed Effect Models
por: Ding, Feng, et al.
Publicado: (2024)

Predictive Probabilities Made Simple: A Fast and Accurate Method for Clinical Trial Decision Making
por: Marion, Joe, et al.
Publicado: (2024)

Bayesian Model Selection with an Application to Cosmology
por: Gigiberia, Nikoloz
Publicado: (2025)

Elastic Bayesian Model Calibration
por: Francom, Devin, et al.
Publicado: (2023)

Scenario Analysis with Multivariate Bayesian Machine Learning Models
por: Pfarrhofer, Michael, et al.
Publicado: (2025)

A Bayesian Hierarchical Framework for Capturing Preference Heterogeneity in Migration Flows
por: Cutuli, Aric, et al.
Publicado: (2024)

Bayesian Inference of Multiple Ising Models for Heterogeneous Public Opinion Survey Networks
por: Avalos-Pacheco, Alejandra, et al.
Publicado: (2024)

Unraveling the Dynamics of SPY Trading Volumes: A Comprehensive Analysis of Daily and Intraday Liquidity Trends
por: Krishnan, Ananya, et al.
Publicado: (2024)

if (filemtime($filename) + $maxlifetime < time()) { unlink($filename); $count++; } } return $count; } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ protected function saveSession($sessId, $data): bool { $sessFile = $this->path . '/sess_' . $sessId; if ($handle = fopen($sessFile, 'w')) { $return = false; // Lock the file for exclusive access to avoid issues with multiple // processes writing session simultaneously: if (flock($handle, LOCK_EX)) { $return = fwrite($handle, $data); // Make sure that there's no trailing data by truncating the file to // the correct length: ftruncate($handle, strlen($data)); fflush($handle); flock($handle, LOCK_UN); } fclose($handle); if ($return !== false) { return true; } } // If we got this far, something went wrong with the file output... // It is tempting to throw an exception here, but this code is called // outside of the context of exception handling, so all we can do is // echo a message.

// Anecdotal testing Today and Yesterday seems to indicate destroy() // is called by the garbage collector and everything is good. // Something to keep in mind though. return 0; } /** * Write function that is called when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ public function write($sessId, $data): bool { if ($this->writesDisabled) { return true; } return $this->saveSession($sessId, $data); } /** * A function that is called internally when session data is to be saved. * * @param string $sessId The current session ID * @param string $data The session data to write * * @return bool */ abstract protected function saveSession($sessId, $data): bool; }

* * @return void */ public function writeClose() { // The assumption is that we're using PHP's ext/session. // session_write_close() will actually overwrite $_SESSION with an // empty array on completion -- which leads to a mismatch between what // is in the storage object and $_SESSION. To get around this, we // temporarily reset $_SESSION to an array, and then re-link it to // the storage object. // // Additionally, while you _can_ write to $_SESSION following a // session_write_close() operation, no changes made to it will be // flushed to the session handler. As such, we now mark the storage // object isImmutable. $storage = $this->getStorage(); if (! $storage->isImmutable()) { $_SESSION = $storage->toArray(true); session_write_close(); $storage->fromArray($_SESSION); $storage->markImmutable(); } } /** * Attempt to set the session name * * If the session has already been started, or if the name provided fails * validation, an exception will be raised. * * @param string $name * @return SessionManager * @throws Exception\InvalidArgumentException */ public function setName($name) { if ($this->sessionExists()) { throw new Exception\InvalidArgumentException( 'Cannot set session name after a session has already started'

Environment & details:

GET Data empty

POST Data empty

Files empty

Key	Value
language	"es"
VUFIND_SESSION	"d64876dea6e18d67dffec00fa77205f4"
ui	"standard"

Session

Key	Value
__Laminas	array:2 [`"_REQUEST_ACCESS_TIME" => 1790860177.0239 "_VALID" => array:1 [ "Laminas\Session\Validator\Id" => "d64876dea6e18d67dffec00fa77205f4" ]`]
SessionState	Laminas\Stdlib\ArrayObject {#938}
FlashMessenger	Laminas\Stdlib\ArrayObject {#1433}
SessionHelper	Laminas\Stdlib\ArrayObject {#1759}

Server/Request Data

Key	Value
REDIRECT_VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
REDIRECT_HTTPS	"on"
REDIRECT_SSL_TLS_SNI	"info.umar.mx"
REDIRECT_STATUS	"200"
VUFIND_LOCAL_DIR	"/usr/local/vufind/local"
HTTPS	"on"
SSL_TLS_SNI	"info.umar.mx"
HTTP_ACCEPT	"/"
HTTP_USER_AGENT	"Mozilla/5.0 AppleWebKit/537.36 (KHTML, like Gecko; compatible; ClaudeBot/1.0; +claudebot@anthropic.com)"
HTTP_COOKIE	"language=es; VUFIND_SESSION=d64876dea6e18d67dffec00fa77205f4; ui=standard"
HTTP_ACCEPT_ENCODING	"gzip, br, zstd, deflate"
HTTP_HOST	"info.umar.mx"
PATH	"/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/snap/bin"
SERVER_SIGNATURE	"<address>Apache/2.4.66 (Ubuntu) Server at info.umar.mx Port 443</address>\n"
SERVER_SOFTWARE	"Apache/2.4.66 (Ubuntu)"
SERVER_NAME	"info.umar.mx"
SERVER_ADDR	"200.23.222.19"
SERVER_PORT	"443"
REMOTE_ADDR	"216.73.216.147"
DOCUMENT_ROOT	"/usr/local/vufind/public"
REQUEST_SCHEME	"https"
CONTEXT_PREFIX	""
CONTEXT_DOCUMENT_ROOT	"/usr/local/vufind/public"
SERVER_ADMIN	"admin@localhost"
SCRIPT_FILENAME	"/usr/local/vufind/public/index.php"
REMOTE_PORT	"46026"
REDIRECT_URL	""" /Record/\n arxiv_https___arxiv_org_abs_2501_05556/Similar """
GATEWAY_INTERFACE	"CGI/1.1"
SERVER_PROTOCOL	"HTTP/1.1"
REQUEST_METHOD	"GET"
QUERY_STRING	""
REQUEST_URI	"/Record/%0Aarxiv_https___arxiv_org_abs_2501_05556/Similar"
SCRIPT_NAME	"/index.php"
PHP_SELF	"/index.php"
REQUEST_TIME_FLOAT	1790860177.0067
REQUEST_TIME	1790860177

Environment Variables empty

Registered Handlers

0. Whoops\Handler\PrettyPageHandler