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Papers matching “unsupervised learning” 36

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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
Improving unsupervised stain-to-stain translation using self-supervision and meta-learning
2022 Journal of Pathology Informatics article Computer Science AI in cancer detection Open access

Nassim Bouteldja, Barbara M. Klinkhammer, Tarek Schlaich, Peter Boor, Dorit Merhof

31

citations
3D deformable registration of longitudinal abdominopelvic CT images using unsupervised deep learning
2021 Computer Methods and Programs in Biomedicine article Computer Science Medical Image Segmentation Techniques Open access

Maureen A.J.M. van Eijnatten, Leonardo Rundo, Kees Joost Batenburg, Felix F. Lucka, Emma J. Beddowes, Carlos H. Caldas, +4 more

17

citations
Unsupervised deep-learning approach for time domain signal denoising in MPI
2025 International journal on magnetic particle imaging article Computer Science Image and Signal Denoising Methods Open access

Volkmar Schulz, Franziska Schrank

0

citations
Towards automated self-supervised learning for truly unsupervised graph anomaly detection
2025 Data Mining and Knowledge Discovery article Computer Science Advanced Graph Neural Networks Open access

Zhong Li, Yuhang Wang, Matthijs van Leeuwen

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

0

citations
DQS: a low-budget query strategy for enhancing unsupervised data-driven anomaly detection approaches
2026 Journal Of Big Data article Computer Science Anomaly Detection Techniques and Applications Open access

Lucas Correia, Jan-Christoph Goos, Thomas Bäck, Anna V. Kononova

0

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
Predictive Coding Networks and Inference Learning: Tutorial and Survey
2026 ACM Computing Surveys article Computer Science Neural Networks and Applications Open access

Björn van Zwol, Ro Jefferson, Egon L. van den Broek

1

citations
Unsupervised strategies for identifying optimal parameters in Quantum Approximate Optimization Algorithm
2022 EPJ Quantum Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Charles Moussa, Hao Wang, Thomas Bäck, Vedran Dunjko

43

citations
Computational Simulation of Virtual Patients Reduces Dataset Bias and Improves Machine Learning-Based Detection of ARDS from Noisy Heterogeneous ICU Datasets
2023 IEEE Open Journal of Engineering in Medicine and Biology article Computer Science Machine Learning in Healthcare Open access

Konstantin Sharafutdinov, Sebastian Johannes Fritsch, Pejman Farhadi Ghalati, Sina Saffaran, Declan G. Bates, Jonathan G. Hardman, +5 more

12

citations
Unsupervised Adaptive Multi-Object Tracking-by-Clustering Algorithm With a Bio-Inspired System
2022 IEEE Access article Computer Science Video Surveillance and Tracking Methods Open access

Julio Guillén-García, Daniel Palacios Alonso, Enrique Cabello, Cristina Conde

7

citations
On the convergence of projective-simulation–based reinforcement learning in Markov decision processes
2020 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

Hans J. Briegel

16

citations
Quantum agents in the Gym: a variational quantum algorithm for deep Q-learning
2022 Quantum article Computer Science Quantum Computing Algorithms and Architecture Open access

Andrea Skolik, Sofiène Jerbi, Vedran Dunjko

193

citations
Unsupervised discretization by two-dimensional MDL-based histogram
2023 Machine Learning article Computer Science Data Mining Algorithms and Applications Open access

Lincen Yang, Mitra Baratchi, Matthijs van Leeuwen

5

citations
Quantum-accessible reinforcement learning beyond strictly epochal environments
2021 Quantum Machine Intelligence article Computer Science Quantum Computing Algorithms and Architecture Open access

Vedran Dunjko, Sabine Wölk

11

citations
Explainable representation learning of small quantum states
2023 Machine Learning Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

Felix Frohnert, Evert van Nieuwenburg

11

citations
Temporal convolutional autoencoder for unsupervised anomaly detection in time series
2021 Applied Soft Computing article Computer Science Anomaly Detection Techniques and Applications Open access

Markus Thill, Wolfgang Konen, Hao Wang, Thomas Bäck

220

citations
Hidden patterns in volcanic seismicity: deep learning insights from Mt. Etna’s 2020–2021 activity
2026 Scientific Reports article Computer Science Seismology and Earthquake Studies Open access

Waed Abed, Zahra Zali, Mariangela Sciotto, Ornella Cocina, Andrea Cannata, Matteo Picozzi, +4 more

2

citations
Unsupervised many-to-many stain translation for histological image augmentation to improve classification accuracy
2023 Journal of Pathology Informatics article Computer Science AI in cancer detection Open access

Maryam Berijanian, Nadine S. Schaadt, Boqiang Huang, Johannes Lotz, Friedrich Feuerhake, Dorit Merhof

10

citations
Self-supervised learning for denoising quasiparticle interference data
2025 Physical review. B./Physical review. B article Computer Science Image and Signal Denoising Methods

Ilse S. Kuijf, Willem O. Tromp, Tjerk Benschop, Niño Philip Ramones, Miguel Antonio Sulangi, Evert van Nieuwenburg, +1 more

1

citations
Bridging gaps with computer vision: AI in (bio)medical imaging and astronomy
2024 Astronomy and Computing article Computer Science Advanced Neural Network Applications Open access

Saeid Rezaei, Amirmohammad Chegeni, Amir Javadpour, A. VafaeiSadr, Lu Cao, Huub J. A. Röttgering, +1 more

9

citations
Automatic Fault Detection and Diagnosis in Cellular Networks and Beyond 5G: Intelligent Network Management
2022 Algorithms article Computer Science Wireless Communication Networks Research Open access

Arun Kumar Sangaiah, Samira Rezaei, Amir Javadpour, Farimasadat Miri, Weizhe Zhang, Desheng Wang

23

citations
A New Separation Index and Classification Techniques Based on Shannon Entropy
2023 Methodology And Computing In Applied Probability article Computer Science Bayesian Methods and Mixture Models Open access

Jorge Navarro, Francesco Buono, Jorge M. Arevalillo

9

citations
Frequency-aware Interface Dynamics with Generative Adversarial Networks
2021 article Computer Science Computer Graphics and Visualization Techniques

Lukas Prantl, Tassilo Kugelstadt, Jan Bender, Nils Thuerey

0

citations