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Bibliographic Details
Main Authors:	Weeger, Nicolas, Stiehl, Annika, Kistowski, Jóakim vom, Geißelsöder, Stefan, Uhl, Christian
Format:	Preprint
Published:	2025
Subjects:	Software Engineering
Online Access:	https://arxiv.org/abs/2504.06391
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Towards Automated EEG-Based Epilepsy Detection Using Deep Convolutional Autoencoders
by: Stiehl, Annika, et al.
Published: (2025)

Toward an Architectural Blueprint to Observe Sustainability in and by Software Systems
by: Toczé, Klervie, et al.
Published: (2026)

Towards Effective Collaboration between Software Engineers and Data Scientists developing Machine Learning-Enabled Systems
by: Busquim, Gabriel, et al.
Published: (2024)

Dimension reduction methods, persistent homology and machine learning for EEG signal analysis of Interictal Epileptic Discharges
by: Stiehl, Annika, et al.
Published: (2025)

Towards Effective Issue Assignment using Online Machine Learning
by: Michailoudis, Athanasios, et al.
Published: (2025)

Naming the Pain in Machine Learning-Enabled Systems Engineering
by: Kalinowski, Marcos, et al.
Published: (2024)

Using Small Language Models to Reverse-Engineer Machine Learning Pipelines Structures
by: Lacroix, Nicolas, et al.
Published: (2026)

DeepFix: Debugging and Fixing Machine Learning Workflow using Agentic AI
by: Seydou, Fadel Mamar, et al.
Published: (2026)

Preparing Students for AI-Driven Agile Development: A Project-Based AI Engineering Curriculum
by: Rausch, Andreas, et al.
Published: (2026)

Every Software as an Agent: Blueprint and Case Study
by: Xu, Mengwei
Published: (2025)

Some things never change: how far generative AI can really change software engineering practice
by: de Campos, Aline, et al.
Published: (2024)

Machine Learning Pipeline for Software Engineering: A Systematic Literature Review
by: Kansab, Samah
Published: (2025)

Evaluating Non-English Developer Support in Machine Learning for Software Engineering
by: Katzy, Jonathan, et al.
Published: (2026)

A Blueprint for AI-Driven Software Quality: Integrating LLMs with Established Standards
by: Patil, Avinash
Published: (2025)

Towards an Engineering Workflow Management System for Asset Administration Shells using BPMN
by: Grüner, Sten, et al.
Published: (2025)

Human and Machine: How Software Engineers Perceive and Engage with AI-Assisted Code Reviews Compared to Their Peers
by: Alami, Adam, et al.
Published: (2025)

Semantic Reverse Engineering Legacy Software Applications with ChatGPT, Gemini AI, and Claude AI
by: Mancas, Christian, et al.
Published: (2026)

Generative AI in Systems Engineering: A Framework for Risk Assessment of Large Language Models
by: Otten, Stefan, et al.
Published: (2026)

Making sense of AI systems development
by: Dolata, Mateusz, et al.
Published: (2024)

Trustworthy AI Software Engineers
by: Aleti, Aldeida, et al.
Published: (2026)

Towards Automatic Translation of Machine Learning Visual Insights to Analytical Assertions
by: Shome, Arumoy, et al.
Published: (2024)

Towards Understanding the Impact of Data Bugs on Deep Learning Models in Software Engineering
by: Shah, Mehil B, et al.
Published: (2024)

"So what if I used GenAI?" -- Implications of Using Cloud-based GenAI in Software Engineering Research
by: Ginde, Gouri
Published: (2024)

Towards Requirements Engineering for GenAI-Enabled Software: Bridging Responsibility Gaps through Human Oversight Requirements
by: Mao, Zhenyu, et al.
Published: (2025)

Engineering a Governance-Aware AI Sandbox: Design, Implementation, and Lessons Learned
by: Waseem, Muhammad, et al.
Published: (2026)

The role of team diversity in AI systems development
by: Santos, Ronnie de Souza, et al.
Published: (2026)

On the Interaction between Software Engineers and Data Scientists when building Machine Learning-Enabled Systems
by: Busquim, Gabriel, et al.
Published: (2024)

Automated Quantum Software and AI Engineering
by: Siavash, Nazanin, et al.
Published: (2026)

Automated Modernization of Machine Learning Engineering Notebooks for Reproducibility
by: Jin, Bihui, et al.
Published: (2026)

OLIVAW: ACIMOV's GitHub robot assisting agile collaborative ontology development
by: Robert, Nicolas, et al.
Published: (2025)

A Semantic-Web Oriented Competency Model for Engineering Programs
by: Evain, Nicolas, et al.
Published: (2026)

Challenges and Paths Towards AI for Software Engineering
by: Gu, Alex, et al.
Published: (2025)

Machine Learning Experiences: A story of learning AI for use in enterprise software testing that can be used by anyone
by: Cohoon, Michael, et al.
Published: (2025)

Software Reuse in the Generative AI Era: From Cargo Cult Towards AI Native Software Engineering
by: Mikkonen, Tommi, et al.
Published: (2025)

Rethinking Software Engineering for Agentic AI Systems
by: Alenezi, Mamdouh
Published: (2026)

Engineering Trustworthy Machine-Learning Operations with Zero-Knowledge Proofs
by: Scaramuzza, Filippo, et al.
Published: (2025)

A Catalog of Fairness-Aware Practices in Machine Learning Engineering
by: Voria, Gianmario, et al.
Published: (2024)

Analysing Python Machine Learning Notebooks with Moose
by: Mignard, Marius, et al.
Published: (2025)

Thinging Machines for Requirements Engineering: Superseding Flowchart-Based Modeling
by: Al-Fedaghi, Sabah
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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