From

Institution

Field

Type

Open access only Cited by patents (Lens) Include non-Aachen papers (citing/cited)

Reset

Papers matching “classification methods” 54

Sort: Relevance Cited Newest Oldest Fwci Patents ⇩ CSV

Not finding it? Sign in to also search OpenAlex live.

Automatic Modulation Classification Method for Multiple Antenna System Based on Convolutional Neural Network
2020 preprint Computer Science Wireless Signal Modulation Classification Open access

Juan Wang, Yu Wang, Wenmei Li, Fumiyuki Adachi, Haris Gacanin

0

citations
Evaluating the Explainable AI Method Grad-CAM for Breath Classification on Newborn Time Series Data
2024 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Camelia Oprea, Mike Grüne, Mateusz Buglowski, Lena Olivier, Thorsten W Orlikowsky, Stefan Kowalewski, +2 more

0

citations
Machine Learning vs. Rule-Based Methods for Document Classification of Electronic Health Records within Mental Health Care - A Systematic Literature Review
2024 Research Square preprint Computer Science Machine Learning in Healthcare Open access

Emil Rijcken, Kalliopi Zervanou, Pablo J. Mosteiro, Floortje E. Scheepers, Marco René Spruit, Uzay Kaymak

5

citations
Machine Learning vs. Rule-Based Methods for Document Classification of Electronic Health Records within Psychiatry - A Systematic Literature Review
2022 Research Square preprint Computer Science Machine Learning in Healthcare Open access

Emil Rijcken, Kalliopi Zervanou, Pablo J. Mosteiro, Floortje E. Scheepers, Marco René Spruit, Uzay Kaymak

0

citations
Generalization in birdsong classification: impact of transfer learning methods and dataset characteristics
2024 arXiv (Cornell University) preprint Computer Science Music and Audio Processing Open access

Burooj Ghani, Vincent J. Kalkman, Willem-Pier Vellinga, Lisa Gill, Dan Stowell

4

citations
Geometric Deep Learning Methods for Improved Generalizability in Medical Computer Vision: Hyperbolic Convolutional Neural Networks in Multi-Modality Neuroimaging
2024 medRxiv preprint Computer Science Advanced Neural Network Applications Open access

Cyrus Ayubcha, Sulaiman Sajed, Chady Omara, Anna B. Veldman, Shashi B. Singh, Yashas Ullas Lokesha, +4 more

0

citations
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?
2024 arXiv (Cornell University) preprint Computer Science Text and Document Classification Technologies Open access

Seyed Amin Tabatabaei, Sarah Fancher, Arian Askari

1

citations
Heterophily-Based Graph Neural Network for Imbalanced Classification
2023 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Zirui Liang, Yuntao Li, Tianjin Huang, Akrati Saxena, Mykola Pechenizkiy

0

citations
Combining Retrieval and Classification: Balancing Efficiency and Accuracy in Duplicate Bug Report Detection
2024 arXiv (Cornell University) preprint Computer Science Software Engineering Research Open access

Qianru Meng, Xiao Zhang, Guus J. Ramackers, Visser Joost

0

citations
MedMNIST v2 -- A large-scale lightweight benchmark for 2D and 3D biomedical image classification
2021 arXiv (Cornell University) preprint Computer Science Advanced Neural Network Applications Open access

Jiancheng Yang, Rui Shi, Donglai Wei, Zequan Liu, Lin Zhao, Hanspeter Pfister, +1 more

73

citations
Refined Statistical Bounds for Classification Error Mismatches with Constrained Bayes Error
2024 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access

Zijian Győző Yang, Vahe Eminyan, Ralf Schlüter, Hermann Ney

0

citations
Shapelet-based Model-agnostic Counterfactual Local Explanations for Time Series Classification
2024 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Qi Huang, Wei Chen, Thomas Bäck, Bas van Stein

1

citations
A Comparative Evaluation of Quantification Methods
2021 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access

Tobias Schumacher, Markus Strohmaier, Florian Lemmerich

4

citations
Mechanistic Interpretability for Transformer-based Time Series Classification
2025 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Matīss Kalnāre, Sofoklis Kitharidis, Thomas Bäck, Bas van Stein

0

citations
TX-Gen: Multi-Objective Optimization for Sparse Counterfactual Explanations for Time-Series Classification
2024 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Qi Huang, Sofoklis Kitharidis, Thomas Bäck, Bas van Stein

0

citations
COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale hierarchical classification
2024 arXiv (Cornell University) preprint Computer Science Adversarial Robustness in Machine Learning Open access

Laurens Hogeweg, Rajesh Gangireddy, Django Brunink, Vincent J. Kalkman, L. J. Cornelissen, Jacob W. Kamminga

2

citations
Diagnosing Temporal Misalignment in Multichannel Time-Series Classification with Minimum Description Length
2026 arXiv (Cornell University) preprint Computer Science Time Series Analysis and Forecasting Open access

Sebastian Buschjäger, Michael Frichert, Daniel Kuhse, Jian-Jia Chen

0

citations
Fairness-Aware Network Embeddings: Methods, Applications, and Challenges
2026 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Ella Has, Harshith Kumar Yadav, Gaurav Dixit, Mykola Pechenizkiy, Akrati Saxena

0

citations
Context-Adaptive Thresholding for Conditionally Representative Monitoring and Classification
2026 arXiv (Cornell University) preprint Computer Science Imbalanced Data Classification Techniques Open access

Ansgar Steland

0

citations
One-press control: a tactile input method for pressure-sensitive computer keyboards
2021 arXiv (Cornell University) preprint Computer Science Interactive and Immersive Displays Open access

Staas de Jong, Jeroen Jillissen, Dünya Kirkali, Alwin de Rooij, Hanna Schraffenberger, Arnout Terpstra

0

citations
Two-step multi-omics modelling of drug sensitivity in cancer cell lines to identify driving mechanisms
2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Computational Drug Discovery Methods Open access

Nina Kusch, Andreas Schuppert

1

citations
Continuous Sweep for Binary Quantification Learning
2023 arXiv (Cornell University) preprint Computer Science Imbalanced Data Classification Techniques Open access

Kevin Kloos, Julian David Karch, Quinten Meertens, Mark de Rooij

0

citations
Detecting 5G Narrowband Jammers with CNN, k-nearest Neighbors, and Support Vector Machines
2024 arXiv (Cornell University) preprint Computer Science Wireless Signal Modulation Classification Open access

Matteo Varotto, Florian Heinrichs, Timo Schuerg, Stefano Tomasin, Stefan Valentin

0

citations
Probabilistic Truly Unordered Rule Sets
2024 arXiv (Cornell University) preprint Computer Science Data Mining Algorithms and Applications Open access

Lincen Yang, Matthijs van Leeuwen

0

citations
Q(D)O-ES: Population-based Quality (Diversity) Optimisation for Post Hoc Ensemble Selection in AutoML
2023 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access

Lennart Purucker, Lennart Schneider, Marie Anastacio, Joeran Beel, Bernd Bischl, Holger H. Hoos

1

citations