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Papers matching “machine learning framework” 154

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Machine Learning for Misuse-Based Network Intrusion Detection: Overview, Unified Evaluation and Feature Choice Comparison Framework
2021 IEEE Access article Computer Science Network Security and Intrusion Detection Open access

Laurens Le Jeune, Toon Goedemé, Nele Mentens

58

citations
Rheumatic Digital Twin: Proposed Machine Learning–Based Multimodal Framework to Inform Clinical Decision-Making
2026 Journal of Medical Internet Research article Computer Science Machine Learning in Healthcare Open access

Daniyal Selani, Rachel Knevel, Marcel Reinders, Erik B. van den Akker

0

citations
MDE for Machine Learning-Enabled Software Systems: A Case Study and Comparison of MontiAnna & ML-Quadrat
2022 CentAUR (University of Reading) book-chapter Computer Science Model-Driven Software Engineering Techniques Open access

Jörg Christian Kirchhof, Evgeny Kusmenko, Jonas Ritz, Bernhard Rumpe⋆, Armin Moin, Atta Badii, +2 more

3

citations
Machine learning with minimal use of quantum computers: Provable advantages in Learning Under Quantum Privileged Information (LUQPI)
2026 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Lisa Kohl, Sebastian Schmitt, Vedran Dunjko

0

citations
Quantum machine learning beyond kernel methods
2023 Nature Communications article Computer Science Quantum Computing Algorithms and Architecture Open access

Sofiène Jerbi, Lukas J. Fiderer, Hendrik Poulsen Nautrup, Jonas M. Kübler, Hans J. Briegel, Vedran Dunjko

228

citations
Machine Learning as a Service for DiSSCo’s Digital Specimen Architecture
2021 Biodiversity Information Science and Standards article Computer Science Research Data Management Practices Open access

Jonas Grieb, Claus Weiland, Alex Hardisty, Wouter Addink, Sharif Islam, Sohaib Younis, +1 more

7

citations
ALE: A Simulation-Based Active Learning Evaluation Framework for the Parameter-Driven Comparison of Query Strategies for NLP
2023 Communications in computer and information science conference-paper Computer Science Machine Learning and Algorithms Open access

Philipp Kohl, Nils Freyer, Yoka Krämer, Henri Werth, Steffen Wolf, Bodo Kraft, +2 more

1

citations
Time series representations classroom (TSRC): a teacher-student-based framework for interpretability-enhanced unsupervised time series representation learning
2025 Machine Learning article Computer Science Time Series Analysis and Forecasting Open access

Wadie Skaf, Mitra Baratchi, Holger H. Hoos

0

citations
Symmetry-invariant quantum machine learning force fields
2025 New Journal of Physics article Computer Science Quantum Computing Algorithms and Architecture Open access

Isabel Nha Minh Le, Oriel Kiss, Julian Schuhmacher, Ivano Tavernelli, Francesco Tacchino

10

citations
Symmetry-invariant quantum machine learning force fields
2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Isabel Nha Minh Le, Oriel Kiss, Julian Schuhmacher, Ivano Tavernelli, Francesco Tacchino

4

citations
Extraction of Quantitative Specimen Data using Machine Learning as a Service in the DiSSCo Research Infrastructure
2025 preprint Computer Science Advanced Neural Network Applications Open access

Claus Weiland, Jonas Grieb, Soulaine Theocharides, Sam Leeflang, Wouter Addink, Sharif Islam

1

citations
A Case Study on Coupling OpenFOAM with Different Machine Learning Frameworks
2022 conference-paper Computer Science Parallel Computing and Optimization Techniques Open access

Fabian Orland, Kim Sebastian Brose, Julian Bissantz, Federica Ferraro, Christian Terboven, Christian Hasse

2

citations
Quantifying the effect of quantum operations in machine learning by comparison to classically simulable variants
2026 RWTH Publications (RWTH Aachen) dissertation Computer Science Quantum Computing Algorithms and Architecture Open access

Víctor Mauricio Gutiérrez Luque

0

citations
Self-adaptive physics-informed quantum machine learning for solving differential equations
2024 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Rasul Abdusalamov, Felix Motzoi

11

citations
FAIR Machine Learning Model Pipeline Implementation of COVID-19 Data
2022 Data Intelligence article Computer Science Research Data Management Practices Open access

Sakinat Oluwabukonla Folorunso, Ezekiel Adebayo Ogundepo, Mariam Basajja, Joseph Bamidele Awotunde, Abdullahi Abubakar Kawu, Francisca Onaolapo Oladipo, +1 more

10

citations
MultiETSC: automated machine learning for early time series classification
2021 Data Mining and Knowledge Discovery article Computer Science Time Series Analysis and Forecasting Open access

Gilles B. Ottervanger, Mitra Baratchi, Holger H. Hoos

9

citations
Machine learning for efficient segregation and labeling of potential biological sounds in long-term underwater recordings
2024 Frontiers in Remote Sensing article Computer Science Music and Audio Processing Open access

Clea Parcerisas, Elena Schall, Kees te Velde, Dick B. Botteldooren, Paul Devos, Elisabeth Debusschere

19

citations
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction
2025 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access

Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert

5

citations
GPT-4o and the quest for machine learning interpretability in ICU risk of death prediction
2025 RWTH Publications (RWTH Aachen) article Computer Science Machine Learning in Healthcare Open access

Moein E. Samadi, Kateryna Nikulina, Sebastian Johannes Fritsch, Andreas Schuppert

0

citations
Machine learning tools in production engineering
2022 The International Journal of Advanced Manufacturing Technology article Computer Science Neural Networks and Applications Open access

Michael Rom, Matthias Brockmann, Michaël Herty, Elisa Iacomini

9

citations
Time series representations classroom (TSRC): a teacher-student-based framework for interpretability-enhanced unsupervised time series representation learning
2025 Machine Learning article Computer Science Time Series Analysis and Forecasting Open access

0

citations
Repairability of Inexact Solvers in Recursive State Estimation with Machine Learning
2026 arXiv (Cornell University) preprint Computer Science Target Tracking and Data Fusion in Sensor Networks Open access

Yanjun Ji, Dennis Willsch, Orkun Şensebat, Priyanka Arkalgud Ganeshamurthy, Zhi Pei, M. Sahnawaz Alam, +5 more

0

citations
A Machine Learning Approach to Benchmarking Social Debt
2026 IEEE Access article Computer Science Software Engineering Techniques and Practices Open access

Philipp M. Zähl, Leonie Schulte, Sabrina Cornelia Eimler, Mathias Eggert, Martin Wolf

0

citations
AIfES: A Next-Generation Edge AI Framework
2024 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science IoT and Edge/Fog Computing Open access

Lars Wulfert, Lukas Krupp, Justus Viga, Christian Wiede, Pierre Gembaczka, Anton Grabmaier

51

citations
Using Machine Learning Methods to Assess Module Performance Contribution in Modular Optimization Frameworks
2024 Evolutionary Computation article Computer Science Metaheuristic Optimization Algorithms Research Open access

Ana Kostovska, Diederick Vermetten, Peter Korošec, Sašo Džeroski, Carola Doerr, Tome Eftimov

6

citations