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Bibliographic Details
Main Authors:	Maciejowski, Jan, Leonelli, Manuele
Format:	Preprint
Published:	2025
Subjects:	Applications
Online Access:	https://arxiv.org/abs/2505.10384
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Predicting and understanding shooting performance in professional biathlon: A Bayesian approach
by: Leonelli, Manuele
Published: (2024)

Modeling Psychological Profiles in Volleyball via Mixed-Type Bayesian Networks
by: Iannario, Maria, et al.
Published: (2025)

Robust learning of staged tree models: A case study in evaluating transport services
by: Leonelli, Manuele, et al.
Published: (2024)

An analysis of factors impacting team strengths in the Australian Football League using time-variant Bradley-Terry models
by: Soffner, Carlos Rafael Gonzalez, et al.
Published: (2024)

bnRep: A repository of Bayesian networks from the academic literature
by: Leonelli, Manuele
Published: (2024)

Context-Specific Refinements of Bayesian Network Classifiers
by: Leonelli, Manuele, et al.
Published: (2024)

Global Sensitivity Analysis of Uncertain Parameters in Bayesian Networks
by: Ballester-Ripoll, Rafael, et al.
Published: (2024)

Bayesian Calibration of the Intelligent Driver Model
by: Zhang, Chengyuan, et al.
Published: (2022)

Uncovering latent territorial structure in ICFES Saber 11 performance with Bayesian multilevel spatial models
by: Pardo, Laura, et al.
Published: (2025)

Carbon cost pass-through rate in power system: evidence from Italy under the EU ETS
by: Duttilo, Pierdomenico, et al.
Published: (2026)

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

Bayesian Causal Effect Estimation for Categorical Data using Staged Tree Models
by: Cremaschi, Andrea, et al.
Published: (2025)

Seasonal Variation in Carbon Dynamics in the Lower Tocantins River: Influence of Discharge and Environmental Drivers
by: Maria Gabriella da S. Araújo, et al.
Published: (2026)

Uncovering dynamics between SARS-CoV-2 wastewater concentrations and community infections via Bayesian spatial functional concurrent regression
by: Sun, Thomas Y., et al.
Published: (2024)

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

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

A Bayesian Ensemble Projection of Climate Change and Technological Impacts on Future Crop Yields
by: Li, Dan, et al.
Published: (2025)

Spatial and Temporal Rainfall Patterns in the Little Dry Season Over the Guinea Coast: Case Assessment of Historical Observations, Associated Drivers and Future Projections
by: J. N. A. Aryee, et al.
Published: (2025)

Understanding support for AI regulation: A Bayesian network perspective
by: Cremaschi, Andrea, et al.
Published: (2025)

Safety, Mobility, and Environmental Impacts of Driver-Assistance-Enabled Electric Vehicles: An Empirical Study
by: Geffen, Gabriel, et al.
Published: (2026)

Singular Bayesian Neural Networks
by: Toure, Mame Diarra, et al.
Published: (2026)

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

Uncovering Treatment Effect Heterogeneity in Pragmatic Gerontology Trials
by: Li, Changjun, et al.
Published: (2025)

A Review on Trajectory Datasets on Advanced Driver Assistance System
by: Zhou, Hang, et al.
Published: (2024)

Improving Geopolitical Forecasts with Bayesian Networks
by: Martin, Matthew
Published: (2026)

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

A Bayesian approach to aggregated chemical exposure assessment
by: Neucker, Sophie Van Den, et al.
Published: (2025)

Markov-switching State Space Models for Uncovering Musical Interpretation
by: McDonald, Daniel J., et al.
Published: (2019)

Uncovering the architecture of selection in two Bos taurus cattle breeds
by: Troy N. Rowan, et al.
Published: (2024)

Non-Linear Drivers of Population Dynamics: a Nonparametric Coalescent Approach
by: Monti, Filippo, et al.
Published: (2026)

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

Identifying microbial drivers in biological phenotypes with a Bayesian Network Regression model
by: Ozminkowski, Samuel, et al.
Published: (2022)

Drivers of spatiotemporal variability in a marine foundation species
by: Anita Giraldo‐Ospina, et al.
Published: (2025)

Implicit Generative Prior for Bayesian Neural Networks
by: Liu, Yijia, et al.
Published: (2024)

Efficient Model Compression for Bayesian Neural Networks
by: Saha, Diptarka, et al.
Published: (2024)

A Bayesian Network Method for Deaggregation: Identification of Tropical Cyclones Driving Coastal Hazards
by: Liu, Ziyue, et al.
Published: (2025)

Unveiling Sleep Dysregulation in Chronic Fatigue Syndrome with and without Fibromyalgia Through Bayesian Networks
by: Bechny, Michal, et al.
Published: (2025)

MR.RGM: An R Package for Fitting Bayesian Multivariate Bidirectional Mendelian Randomization Networks
by: Sarkar, Bitan, et al.
Published: (2024)

A Bayesian Approach to Estimate Causal Peer Influence Accounting for Latent Network Homophily
by: Um, Seungha, et al.
Published: (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'

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