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Main Authors:	Miguelez, Fernando, Doncel, Josu, Ugarte, Maria Dolores
Format:	Preprint
Published:	2024
Subjects:	Applications
Online Access:	https://arxiv.org/abs/2403.07554
Tags:	Add Tag No Tags, Be the first to tag this record!

On the Age of Information in Single-Server Queues with Aged Updates
by: Miguelez, Fernando, et al.
Published: (2025)

Multivariate Spatio-temporal Modelling for Completing Cancer Registries and Forecasting Incidence
by: Retegui, Garazi, et al.
Published: (2025)

Multivariate Bayesian models with flexible shared interactions for analyzing spatio-temporal patterns of rare cancers
by: Retegui, Garazi, et al.
Published: (2024)

Prior Smoothing for Multivariate Disease Mapping Models
by: Retegui, Garazi, et al.
Published: (2026)

MMformer with Adaptive Transferable Attention: Advancing Multivariate Time Series Forecasting for Environmental Applications
by: Xin, Ning, et al.
Published: (2025)

A Composite-Loss Graph Neural Network for the Multivariate Post-Processing of Ensemble Weather Forecasts
by: Lakatos, Mária
Published: (2025)

Data‐Driven Model Free Adaptive Iterative Learning Control for Nonlinear Systems With Time Delay and Its Application to Multivariable Processes
by: Nasreldin Ibrahim, et al.
Published: (2025)

Demand Forecasting for Platelet Usage: from Univariate Time Series to Multivariate Models
by: Motamedi, Maryam, et al.
Published: (2021)

DRL-STAF: A Deep Reinforcement Learning Framework for State-Aware Forecasting of Complex Multivariate Hidden Markov Processes
by: Jiang, Manrui, et al.
Published: (2026)

An Adaptive Multivariate Functional Control Chart
by: Centofanti, Fabio, et al.
Published: (2025)

Time-varying Multivariate Statistical Process Control for Solar Photovoltaic Monitoring and Fault Detecting & Diagnosing Systems
by: Boonkhao, Bundit, et al.
Published: (2024)

Network Modeling of Asynchronous Change-Points in Multivariate Time Series
by: McKee, Carson, et al.
Published: (2025)

An Adaptive Multivariate Functional EWMA Control Chart
by: Capezza, Christian, et al.
Published: (2024)

Functional Time Series Forecasting of Distributions: A Koopman-Wasserstein Approach
by: Wang, Ziyue, et al.
Published: (2025)

Adaptive Multi-task Learning for Probabilistic Load Forecasting
by: Zaballa, Onintze, et al.
Published: (2025)

Forecasting Malaria in Indian States: A Time Series Approach with R Shiny Integration
by: Ghosh, Sujit K., et al.
Published: (2024)

A fast approach for analyzing spatio-temporal patterns in ischemic heart disease mortality across US counties (1999-2021)
by: Urdangarin, A., et al.
Published: (2024)

Active Region-based Flare Forecasting with Sliding Window Multivariate Time Series Forest Classifiers
by: Ji, Anli, et al.
Published: (2024)

Proper Scoring Rules for Multivariate Probabilistic Forecasts based on Aggregation and Transformation
by: Pic, Romain, et al.
Published: (2024)

Modeling Animal Communication Using Multivariate Hawkes Processes with Additive Excitation and Multiplicative Inhibition
by: Kang, Bokgyeong, et al.
Published: (2026)

Modeling Extreme Events: Univariate and Multivariate Data-Driven Approaches
by: Buriticá, Gloria, et al.
Published: (2024)

Day-Ahead Electricity Price Forecasting Using a Multivariate Group Lasso Method
by: Wang, Keyi, et al.
Published: (2026)

A Time-Varying Branching Process Approach to Model Self-Renewing Cells
by: Nguyen, Huyen, et al.
Published: (2026)

Functional-Coefficient Models for Multivariate Time Series in Designed Experiments: with Applications to Brain Signals
by: Redondo, Paolo Victor, et al.
Published: (2022)

Two-Part Forecasting for Time-Shifted Metrics
by: Katz, Harrison, et al.
Published: (2025)

Linguistic Approach to Time Series Forecasting
by: Lande, Dmytro, et al.
Published: (2022)

Adaptive Degradation Process with Deep Learning-Driven Trajectory
by: Yang, Li
Published: (2021)

Forecasting Net Migration By Age: The Flow-Difference Approach
by: Ševčíková, Hana, et al.
Published: (2024)

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

Optimising Kernel-based Multivariate Statistical Process Control
by: Duma, Zina-Sabrina, et al.
Published: (2025)

Multivariate MRP
by: Goplerud, Max, et al.
Published: (2025)

A User-Focused Approach to Evaluating Probabilistic and Categorical Forecasts
by: Loveday, Nicholas, et al.
Published: (2023)

A Multivariate Space-Time Dynamic Model for Characterizing the Atmospheric Impacts Following the Mt Pinatubo Eruptio
by: Garrett, Robert, et al.
Published: (2024)

Multivariate Time Series Data Imputation via Distributionally Robust Regularization
by: Liao, Che-Yi, et al.
Published: (2026)

Multivariate disaggregation modeling of air pollutants: a case-study of PM2.5, PM10 and ozone prediction in Portugal and Italy
by: Avellaneda, Fernando Rodriguez, et al.
Published: (2025)

Forecasting Mortality Rates: Unveiling Patterns with a PCA-GEE Approach
by: Dastranj, Reza, et al.
Published: (2024)

Enhancing Mortality Forecasting with Ensemble Learning: A Shapley-Based Approach
by: Bimonte, G., et al.
Published: (2026)

Distribution-Free Prediction Bands for Multivariate Functional Time Series: an Application to the Italian Gas Market
by: Diquigiovanni, Jacopo, et al.
Published: (2021)

Suicide Mortality in Spain (2010-2022): Temporal Trends, Spatial Patterns, and Risk Factors
by: Adin, A., et al.
Published: (2025)

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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