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Papers matching “active learning (machine learning)” 232

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Performance comparison between model-based and machine learning approaches for the automated active alignment of FAC-lenses
2020 conference-paper Engineering Advanced Measurement and Metrology Techniques

Maximilian Hoeren, Daniel Zontar, Armin Tavakolian, Susanne Ehret, Temirlan Mussagaliyev, Christian Brecher

2

citations
Performance-based drift detection for active machine learning model adaption: A comparative analysis across 35 HVAC devices
2025 Journal of Physics Conference Series conference-paper Computer Science Data Stream Mining Techniques Open access

K Derzsi, Florian Stinner, L Patrun, Jonas Klingebiel, Dirk Müller

1

citations
Performance-based drift detection for active machine learning model adaption: A comparative analysis across 35 HVAC devices
2025 Journal of Physics Conference Series article Computer Science Data Stream Mining Techniques Open access

0

citations
Is Active Learning Green? An Empirical Study
2023 IEEE International Conference on Big Data (BigData) conference-paper Computer Science Machine Learning and Algorithms

Shirin Salehi, Anke Schmeink

3

citations
Active source localization in wave guides based on machine learning
2020 Ultrasonics article Engineering Ultrasonics and Acoustic Wave Propagation

Daniel Frank Hesser, Georg Karl Kocur, Bernd A. Markert

39

citations
Active Learning with Alternating Acquisition Functions: Balancing the Exploration-Exploitation Dilemma
2024 IEEE International Conference on Big Data (BigData) conference-paper Computer Science Machine Learning and Algorithms

Cédric Jung, Shirin Salehi, Anke Schmeink

1

citations
Active Learning Using Aggregated Acquisition Functions: Accuracy and Sustainability Analysis
2026 IEEE Journal of Selected Topics in Signal Processing article Computer Science Machine Learning and Algorithms Open access

Cédric Jung, Shirin Salehi, Anke Schmeink

0

citations
Machine-learning integrated multi-domain co-optimization for electrified heavy duty fleets
2025 eTransportation article Engineering Electric and Hybrid Vehicle Technologies Open access

Christoph Wellmann, Pekka Rahkola, Mikko H. Pihlatie, Abdul Rahman Khaleel, Christopher Marx, Akshay Sharma, +2 more

1

citations
Machine Learning Accelerated Discovery of Functional MXenes with Giant Piezoelectric Coefficients
2024 ACS Applied Materials & Interfaces article Materials Science MXene and MAX Phase Materials

Xiaowen Li, Jian Rong Qiu, Heping Cui, Xianping Chen, Jiabing Yu, Kai Zheng

40

citations
Conformal Cross-Modal Active Learning
2026 arXiv (Cornell University) preprint Computer Science Machine Learning and Algorithms Open access

Huy Hoang Nguyen, Cédric Jung, Shirin Salehi, Tobias Glück, Anke Schmeink, Andreas Kugi

0

citations
Personalized anomaly detection using deep active learning
2023 RAS Techniques and Instruments article Computer Science Anomaly Detection Techniques and Applications Open access

Alireza Vafaei Sadr, Bruce A. Bassett, Emmanuel Sekyi

5

citations
Active Learning with Pre-trained Language Models for Named Entity Recognition in Requirements Engineering
2024 Procedia CIRP article Computer Science Topic Modeling Open access cited by 1 patent

Michael Riesener, Maximilian Kühn, S. Schümmelfeder, Johannes J. Norheim, Eric Rebentisch, Günther Schuh

6

citations
RONAALP: Reduced-Order Nonlinear Approximation with Active Learning Procedure
2023 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access

Clément Scherding, Denis Sipp, Peter J. Schmid, Taraneh Sayadi

3

citations
Fully Automated Global Powertrain Optimization for Electric Truck Using Active Learning Algorithm and Backwards Simulation Approach
2025 SAE technical papers on CD-ROM/SAE technical paper series conference-paper Engineering Electric and Hybrid Vehicle Technologies

Bicheng Chen, Christoph Wellmann, Feihong Xia, René Savelsberg, Jakob Andert, Stefan Pischinger

2

citations
Data Assimilation for Transonic Flows Integrating Reduced-Order Models and Active Learning
2025 AIAA Journal article Physics and Astronomy Model Reduction and Neural Networks

Zhen Tang, Jiaqing Kou, Wenfeng Li, Weiwei Zhang, Matthias H. Meinke, Wolfgang Schröder

1

citations
Active learning with neural ordinary differential equations for data-efficient modeling of tuned mass dampers
2026 Engineering Applications of Artificial Intelligence article Engineering Vibration Control and Rheological Fluids Open access

Pavle Milicevic, Sebastian Stemmler, Okyay Altay

0

citations
Stability of Binary Precipitates in Cu-Ni-Si-Cr Alloys Investigated Through Active Learning
2023 SSRN Electronic Journal preprint Engineering Metallurgy and Material Forming Open access

Ángel Díaz Carral, Xiang Qun Xu, Simon Gravelle, Azade YazdanYar, Siegfried Schmauder, Maria Fyta

0

citations
Stability of Binary Precipitates in Cu-Ni-Si-Cr Alloys Investigated Through Active Learning
2023 SSRN Electronic Journal preprint Engineering Aluminum Alloy Microstructure Properties Open access

Ángel Díaz Carral, Xiang Xu, Simon Gravelle, Azade YazdanYar, Siegfried Schmauder, Maria Fyta

0

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
Data-Efficient Characterization of Battery Slurry Viscosity using Uncertainty-Based Active Learning with Neural Networks
2025 conference-paper Engineering Advanced Battery Technologies Research

Rui Yan Li, Christian Wittke, Robert Ludwigs, Paul Lingohr, Heiner Heimes, Oliver Niggemann, +1 more

0

citations
An analytical comparison of machine learning- based techniques for test case generation across diverse reaction wheel systems
2025 Applied Intelligence article Engineering Fault Detection and Control Systems

Fotis Aisopos, Dimitrios Vogiatzis, Paschalis Veskos, Γεώργιος Παλιούρας, Robert Blommestijn

0

citations
Comparative Performance Analysis of Active Learning Strategies for the Entity Recognition Task
2024 conference-paper Computer Science Online Learning and Analytics Open access

Philipp Kohl, Yoka Krämer, Claudia Fohry, Bodo Kraft

0

citations
Scoping Review of Active Learning Strategies and Their Evaluation Environments for Entity Recognition Tasks
2024 Communications in computer and information science conference-paper Computer Science Online Learning and Analytics Open access

Philipp Kohl, Yoka Krämer, Claudia Fohry, Bodo Kraft

1

citations
Active learning-driven multi-objective design of high-entropy alloy catalysts for saline water electrolysis
2026 Chemical Engineering Journal article Energy Electrocatalysts for Energy Conversion

Matthew J. Wolf, YongJoo Kim, Byung‐Hyun Kim

3

citations
SMT-Based Active Learning of Weighted Automata
2026 Zenodo (CERN European Organization for Nuclear Research) software Open access

Tiago Ferreira, Kevin Batz, Alexandra Silva

1

citations