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Papers matching “classification methods” 144

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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
Autism spectrum disorder classification based on interpersonal neural synchrony: Can classification be improved by dyadic neural biomarkers using unsupervised graph representation learning?
2022 arXiv (Cornell University) preprint Neuroscience Autism Spectrum Disorder Research Open access

Christian P Gerloff, Kerstin Konrad, Martin Schulte‐Rüther, Vanessa Reindl

0

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
AutoSourceID-Classifier. Star-Galaxy Classification using a Convolutional Neural Network with Spatial Information
2023 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Fiorenzo Stoppa, Saptashwa Bhattacharyya, Paul M. Vreeswijk, S. Caron, Gabrijela Zaharijaš, S. Bloemen, +6 more

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
Integrating Patient Data Into Skin Cancer Classification Using Convolutional Neural Networks: Systematic Review (Preprint)
2020 preprint Medicine Cutaneous Melanoma Detection and Management Open access

Julia Höhn, Achim Hekler, Eva Krieghoff‐Henning, Jakob Nikolas Kather, Jochen Sven Utikal, Friedegund Elke Meier, +18 more

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
Ten numbers from the Laplace–Beltrami spectrum facilitate training-free classification of protein structures based on surface shape
2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Protein Structure and Dynamics Open access

Miriam Fernández-Giro Muñoz, Jessica Emonts, Benjamin Berkels, Johannes F. Buyel

0

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
Extreme Deconvolution Reimagined: Conditional Densities via Neural Networks and an Application in Quasar Classification
2024 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

Yi Kang, Joseph F. Hennawi, Jan–Torge Schindler, John Tamanas, Riccardo Nanni

1

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
Validation of A New Classification System For Surgical Planning of Vertebral Body Tethering (VBT)
2022 Research Square preprint Medicine Scoliosis diagnosis and treatment Open access

Per D. Trobisch, Christof Birkenmaier, Filippo Migliorini, Teresa Bas, Pedro L. Berjano, Samuel Kang-Wook Cho, +7 more

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
Preoperative pain measurements in correlation to deep endometriosis classification with Enzian.
2021 preprint Medicine Endometriosis Research and Treatment Open access

Jeroen Metzemaekers, Mathijs D. Blikkendaal, Kim E. van Nieuwenhuizen, Kim Bronsgeest, Johann P. T. Rhemrev, Mathilde Smeets, +3 more

0

citations
Multi-site benchmark classification of major depressive disorder using machine learning on cortical and subcortical measures
2022 arXiv (Cornell University) preprint Medicine Treatment of Major Depression Open access

Tracy Erwin-Grabner, Ali Saffet Gönül, Alyssa R. Amod, Amar Ojha, André Alemán, Annemiek Dols, +59 more

7

citations
IFCNet: A Benchmark Dataset for IFC Entity Classification
2021 arXiv (Cornell University) preprint Engineering BIM and Construction Integration Open access

Christoph Emunds, Nicolas Pauen, Veronika Richter, Jérôme Frisch, Christoph van Treeck

7

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