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Bibliographic Details
Main Authors:	Maciążek, J., Przewozniczek, M. W., Schwaab, J.
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	https://arxiv.org/abs/2504.11882
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Subfunction Structure Matters: A New Perspective on Local Optima Networks
by: Thomson, S. L., et al.
Published: (2025)

Limited Perfect Monotonical Surrogates constructed using low-cost recursive linkage discovery with guaranteed output
by: Przewozniczek, M. W., et al.
Published: (2026)

Iterated Local Search with Linkage Learning
by: Tinós, Renato, et al.
Published: (2024)

On Revealing the Hidden Problem Structure in Real-World and Theoretical Problems Using Walsh Coefficient Influence
by: Przewozniczek, M. W., et al.
Published: (2025)

Learning policies for resource allocation in business processes
by: Middelhuis, J., et al.
Published: (2023)

Obtaining Partition Crossover masks using Statistical Linkage Learning for solving noised optimization problems with hidden variable dependency structure
by: Przewozniczek, M. W., et al.
Published: (2026)

Enhancing elusive clues in knowledge learning by contrasting attention of language models
by: Gao, Jian, et al.
Published: (2024)

Heterogeneous bimodal attention fusion for speech emotion recognition
by: Luo, Jiachen, et al.
Published: (2025)

Trustworthy and Explainable Decision-Making for Workforce allocation
by: Povéda, Guillaume, et al.
Published: (2024)

Hierarchically branched diffusion models leverage dataset structure for class-conditional generation
by: Tseng, Alex M., et al.
Published: (2022)

Optimal patient allocation for echocardiographic assessments
by: Sun, Bozhi, et al.
Published: (2025)

PLD+: Accelerating LLM inference by leveraging Language Model Artifacts
by: Somasundaram, Shwetha, et al.
Published: (2024)

FedStale: leveraging stale client updates in federated learning
by: Rodio, Angelo, et al.
Published: (2024)

Evaluating COVID-19 vaccine allocation policies using Bayesian $m$-top exploration
by: Cimpean, Alexandra, et al.
Published: (2023)

Flexible categorization using formal concept analysis and Dempster-Shafer theory
by: Boersma, Marcel, et al.
Published: (2024)

On the existence of EFX allocations in multigraphs
by: Sgouritsa, Alkmini, et al.
Published: (2025)

An advanced data fabric architecture leveraging homomorphic encryption and federated learning
by: Rieyan, Sakib Anwar, et al.
Published: (2024)

ExpSeek: Self-Triggered Experience Seeking for Web Agents
by: Zhang, Wenyuan, et al.
Published: (2026)

Preference learning in shades of gray: Interpretable and bias-aware reward modeling for human preferences
by: Oprea, Simona-Vasilica, et al.
Published: (2026)

A Grey-box Text Attack Framework using Explainable AI
by: Chiramal, Esther, et al.
Published: (2025)

Concept frustration: Aligning human concepts and machine representations
by: Parisini, Enrico, et al.
Published: (2026)

Exploring Information Seeking Agent Consolidation
by: Yan, Guochen, et al.
Published: (2026)

From Black-box to Causal-box: Towards Building More Interpretable Models
by: Hwang, Inwoo, et al.
Published: (2025)

Federated learning, ethics, and the double black box problem in medical AI
by: Hatherley, Joshua, et al.
Published: (2025)

Enhancing tutoring systems by leveraging tailored promptings and domain knowledge with Large Language Models
by: Balavar, Mohsen, et al.
Published: (2025)

Fragile Model Watermark for integrity protection: leveraging boundary volatility and sensitive sample-pairing
by: Gao, ZhenZhe, et al.
Published: (2024)

A protocol for leveraging AI in GEE for land use and land cover transition mapping: the Case of São Paulo (1985-2024)
by: Pacheco, Rodrigo da Cunha
Published: (2025)

A tale of two goals: leveraging sequentiality in multi-goal scenarios
by: Serris, Olivier, et al.
Published: (2025)

Out-of-the-box: Black-box Causal Attacks on Object Detectors
by: Navaratnarajah, Melane, et al.
Published: (2025)

The Artificial Intelligence Ontology: LLM-assisted construction of AI concept hierarchies
by: Joachimiak, Marcin P., et al.
Published: (2024)

TimeSeek: Temporal Reliability of Agentic Forecasters
by: Mostafa, Hamza, et al.
Published: (2026)

Seek and You Shall Fold
by: Sellam, Nadav Bojan, et al.
Published: (2025)

The hop-like problem nature -- unveiling and modelling new features of real-world problems
by: Przewozniczek, Michal W., et al.
Published: (2024)

DECODE: Data-driven Energy Consumption Prediction leveraging Historical Data and Environmental Factors in Buildings
by: Mishra, Aditya, et al.
Published: (2023)

Unfolding AIS transmission behavior for vessel movement modeling on noisy data leveraging machine learning
by: Spadon, Gabriel, et al.
Published: (2022)

Adaptive Intelligence: leveraging insights from adaptive behavior in animals to build flexible AI systems
by: Mathis, Mackenzie Weygandt
Published: (2024)

Stepwise functional refoundation of relational concept analysis
by: Euzenat, Jérôme
Published: (2023)

Regulatory gray areas of LLM Terms
by: Davidson, Brittany I., et al.
Published: (2026)

The end of radical concept nativism
by: Rule, Joshua S., 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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