Papers matching “active learning (machine learning)” 338
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Performance-based drift detection for active machine learning model adaption: A comparative analysis across 35 HVAC devices2025 Journal of Physics Conference Series conference-paper Engineering Building Energy and Comfort Optimization Open access
K Derzsi, Florian Stinner, L Patrun, Jonas Klingebiel, Dirk Müller
1citations -
SYMBALS: A Systematic Review Methodology Blending Active Learning and Snowballing2021 Frontiers in Research Metrics and Analytics review Decision Sciences Meta-analysis and systematic reviews Open access
Max van Haastrecht, Injy Sarhan, Bilge Yiğit Özkan, Matthieu J. S. Brinkhuis, Marco René Spruit
82citations -
Quantifying mangrove leaf area index from Sentinel-2 imagery using hybrid models and active learning2022 International Journal of Remote Sensing article Environmental Science Remote Sensing in Agriculture Open access
Nguyễn An Bình, Leon T. Hauser, Pham Viet Hoa, Giang Thị Phương Thảo, Nguyen Ngoc An, Huynh Song Nhut, +1 more
49citations -
Annotator-Centric Active Learning for Subjective NLP Tasks2024 Conference on Empirical Methods in Natural Language Processing (EMNLP) conference-paper Computer Science Machine Learning and Algorithms Open access
Michiel van der Meer, Neele Falk, Pradeep Kumar Murukannaiah, Enrico Liscio
5citations -
Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection2023 arXiv (Cornell University) preprint Computer Science Information Retrieval and Search Behavior Open access
Sophia Althammer, Guido Zuccon, Sebastian Hofstätter, Suzan Verberne, Allan Hanbury
0citations -
Stability of Binary Precipitates in Cu-Ni-Si-Cr Alloys Investigated Through Active Learning2023 SSRN Electronic Journal preprint Materials Science Machine Learning in Materials Science Open access
Ángel Díaz Carral, Xiang Qun Xu, Simon Gravelle, Azade YazdanYar, Siegfried Schmauder, Maria Fyta
0citations -
Stability of Binary Precipitates in Cu-Ni-Si-Cr Alloys Investigated Through Active Learning2023 SSRN Electronic Journal preprint Materials Science Machine Learning in Materials Science Open access
Ángel Díaz Carral, Xiang Xu, Simon Gravelle, Azade YazdanYar, Siegfried Schmauder, Maria Fyta
0citations -
A multi-band AGN-SFG classifier for extragalactic radio surveys using machine learning2023 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Juan Karsten, Lingyu Wang, Berta Margalef-Bentabol, P. N. Best, R. Kondapally, Antonio La Marca, +4 more
6citations -
ALE: A Simulation-Based Active Learning Evaluation Framework for the Parameter-Driven Comparison of Query Strategies for NLP2023 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
1citations -
Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection2023 Annual International ACM SIGIR Conference on Research and Development in Information Retrieval in the Asia Pacific Region (SIGIR-AP) conference-paper Computer Science Information Retrieval and Search Behavior Open access
Sophia Althammer, Guido Zuccon, Sebastian Hofstätter, Suzan Verberne, Allan Hanbury
4citations