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Bibliographic Details
Main Authors:	Koukosias, Athanasios, Tzanidakis, Vasileios, Athanasiou, Sotiris, Kolomvatsos, Kostas
Format:	Preprint
Published:	2026
Subjects:	Signal Processing Machine Learning
Online Access:	https://arxiv.org/abs/2605.00898
Tags:	Add Tag No Tags, Be the first to tag this record!

Energy-Gated Attention and Wavelet Positional Encoding: Complementary Inductive Biases for Transformer Attention
by: Zeris, Athanasios
Published: (2026)

Energy-Efficient Prediction in Textile Manufacturing: Enhancing Accuracy and Data Efficiency With Ensemble Deep Transfer Learning
by: Chen, Yan-Chen, et al.
Published: (2026)

Beyond Sinusoids: A Morlet Wavelet Framework for Transformer Positional Encoding
by: Zeris, Athanasios
Published: (2026)

Radio Resource Management and Path Planning in Intelligent Transportation Systems via Reinforcement Learning for Environmental Sustainability
by: Norouzi, S., et al.
Published: (2024)

A Survey of Deep Learning Architectures for Intelligent Reflecting Surfaces
by: Elbir, Ahmet M., et al.
Published: (2020)

Multiple Access in the Era of Distributed Computing and Edge Intelligence
by: Evgenidis, Nikos G., et al.
Published: (2024)

Battery State of Health Estimation Using LLM Framework
by: Yunusoglu, Aybars, et al.
Published: (2025)

Deep Learning Models for Physical Layer Communications
by: Letizia, Nunzio A.
Published: (2025)

Modeling of Core Loss Based on Machine Learning and Deep Learning
by: He, Junqi, et al.
Published: (2025)

Smart Energy Guardian: A Hybrid Deep Learning Model for Detecting Fraudulent PV Generation
by: Chen, Xiaolu, et al.
Published: (2025)

Multi-Agent Deep Reinforcement Learning for Energy Efficient Multi-Hop STAR-RIS-Assisted Transmissions
by: Liao, Pei-Hsiang, et al.
Published: (2024)

IPP-Net: A Generalizable Deep Neural Network Model for Indoor Pathloss Radio Map Prediction
by: Feng, Bin, et al.
Published: (2025)

Attention-based Deep Neural Networks for Battery Discharge Capacity Forecasting
by: Zhang, Yadong, et al.
Published: (2022)

Condition-Invariant fMRI Decoding of Speech Intelligibility with Deep State Space Model
by: Sung, Ching-Chih, et al.
Published: (2025)

Abnormality Prediction and Forecasting of Laboratory Values from Electrocardiogram Signals Using Multimodal Deep Learning
by: Alcaraz, Juan Miguel Lopez, et al.
Published: (2024)

On the Impact of Sampling on Deep Sequential State Estimation
by: Calatrava, Helena, et al.
Published: (2023)

A Multimodal Deep Learning Framework for Predicting ICU Deterioration: Integrating ECG Waveforms with Clinical Data and Clinician Benchmarking
by: Alcaraz, Juan Miguel López, et al.
Published: (2026)

Edge-Optimized Deep Learning & Pattern Recognition Techniques for Non-Intrusive Load Monitoring of Energy Time Series
by: Athanasoulias, Sotirios
Published: (2025)

A Deep-Generative Hybrid Model to Integrate Multimodal and Dynamic Connectivity for Predicting Spectrum-Level Deficits in Autism
by: D'Souza, Niharika Shimona, et al.
Published: (2020)

Transformer-based Capacity Prediction for Lithium-ion Batteries with Data Augmentation
by: Modekwe, Gift, et al.
Published: (2024)

Recursive KalmanNet: Deep Learning-Augmented Kalman Filtering for State Estimation with Consistent Uncertainty Quantification
by: Mortada, Hassan, et al.
Published: (2025)

Zero-Energy Reconfigurable Intelligent Surfaces (zeRIS)
by: Tyrovolas, Dimitrios, et al.
Published: (2023)

RIS-Assisted 3D Spherical Splatting for Object Composition Visualization using Detection Transformers
by: Sotiropoulos, Anastasios T., et al.
Published: (2025)

Everywhere Learning: Artificial Intelligence with Pointwise Constraints
by: Boero, Ignacio, et al.
Published: (2026)

Estimation of Food Intake Quantity Using Inertial Signals from Smartwatches
by: Levi, Ioannis, et al.
Published: (2025)

Bayesian Learning in a Nonlinear Multiscale State-Space Model
by: Vélez-Cruz, Nayely, et al.
Published: (2024)

A Low-Complexity Plug-and-Play Deep Learning Model for Generalizable Massive MIMO Precoding
by: Karkan, Ali Hasanzadeh, et al.
Published: (2026)

Probabilistic Hysteresis Factor Prediction for Electric Vehicle Batteries with Graphite Anodes Containing Silicon
by: Yu, Runyao, et al.
Published: (2026)

Deep-Relative-Trust-Based Diffusion for Decentralized Deep Learning
by: Li, Muyun, et al.
Published: (2025)

Truncated Polynomial Expansion-Based Detection in Massive MIMO: A Model-Driven Deep Learning Approach
by: Izadinasab, Kazem, et al.
Published: (2024)

A Low-Complexity Plug-and-Play Deep Learning Model for Massive MIMO Precoding Across Sites
by: Karkan, Ali Hasanzadeh, et al.
Published: (2025)

Symmetry constrained neural networks for detection and localization of damage in metal plates
by: Amarel, James, et al.
Published: (2024)

Deep Learning-Based Residual Useful Lifetime Prediction for Assets with Uncertain Failure Modes
by: Su, Yuqi, et al.
Published: (2024)

Accelerating Battery Material Optimization through iterative Machine Learning
by: Lee, Seon-Hwa, et al.
Published: (2025)

Supervised and Unsupervised Deep Learning Approaches for EEG Seizure Prediction
by: Georgis-Yap, Zakary, et al.
Published: (2023)

AM-FM: A Foundation Model for Ambient Intelligence Through WiFi
by: Zhu, Guozhen, et al.
Published: (2026)

Deep Learning Modeling Method for RF Devices Based on Uniform Noise Training Set
by: Hu, Zhaokun, et al.
Published: (2024)

Artificial Intelligence-derived Cardiotocography Age as a Digital Biomarker for Predicting Future Adverse Pregnancy Outcomes
by: Gu, Jinshuai, et al.
Published: (2025)

Deep Learning Based Sphere Decoding
by: Mohammadkarimi, Mostafa, et al.
Published: (2018)

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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