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Papers matching “classifier generalization” 58

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Development of a quantitative multiparametric ultrasound and deep learning classifier for the detection of prostate cancer
2026 European Radiology article Computer Science AI in cancer detection Open access

Florian Delberghe, Xueting Li, Daniel L. van den Kroonenberg, Simona Turco, Wim Zwart, Giuseppe Valvano, +5 more

1

citations
Comparison between Tensor Networks and Variational Quantum Classifier
2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Artem A. Melnikov, Michael Romanovich Perelshtein, Reuben Brasher, Thomas Baeck, Florian Neukart

0

citations
Impact of transfer learning methods and dataset characteristics on generalization in birdsong classification
2025 Scientific Reports article Computer Science Music and Audio Processing Open access

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

21

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
Learning General Policies with Policy Gradient Methods
2023 conference-paper Computer Science Reinforcement Learning in Robotics Open access

Simon Ståhlberg, Blai Bonet, Héctor Geffner

10

citations
Learning General Policies with Policy Gradient Methods
2025 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Simon Ståhlberg, Blai Bonet, Héctor Geffner

0

citations
Learning General Policies with Policy Gradient Methods
2025 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

Simon Ståhlberg, Blai Bonet, Héctor Geffner

0

citations
Boosting multi-demographic federated learning for chest radiograph analysis using general-purpose self-supervised representations
2025 European Journal of Radiology Artificial Intelligence article Computer Science Privacy-Preserving Technologies in Data Open access

Mahshad Lotfinia, Arash Tayebiarasteh, Mehdi Joodaki, Soroosh Tayebi Arasteh

9

citations
Two-community noisy Kuramoto model with general interaction strengths. II
2021 Chaos An Interdisciplinary Journal of Nonlinear Science article Computer Science Nonlinear Dynamics and Pattern Formation Open access

5

citations
General Boolean Function Benchmark Suite
2023 conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Roman Kalkreuth, Zdeněk Vašíček, Jakub Husa, Diederick Vermetten, Furong Ye, Thomas Bäck

4

citations
Towards a General Boolean Function Benchmark Suite
2023 conference-paper Computer Science Evolutionary Algorithms and Applications Open access

Roman Kalkreuth, Zdeněk Vašíček, Jakub Husa, Diederick Vermetten, Furong Ye, Thomas Bäck

2

citations
The More, the Better
2021 conference-paper Computer Science Spam and Phishing Detection Open access

Arthur Drichel, Benedikt Holmes, Justus von Brandt, Ulrike Meyer

9

citations
Combining CNN-based histologic whole slide image analysis and patient data to improve skin cancer classification
2021 European Journal of Cancer article Computer Science AI in cancer detection Open access

Julia Höhn, Eva Krieghoff‐Henning, Tanja B. Jutzi, Christof V. Kalle, Jochen Sven Utikal, Friedegund Elke Meier, +25 more

108

citations
Finding Phish in a Haystack: A Pipeline for Phishing Classification on Certificate Transparency Logs
2021 International Conference on Availability, Reliability and Security (ARES) conference-paper Computer Science Spam and Phishing Detection Open access

Arthur Drichel, Vincent Drury, Justus von Brandt, Ulrike Meyer

25

citations
Inferring disease subtypes from clusters in explanation space
2020 Scientific Reports article Computer Science Explainable Artificial Intelligence (XAI) Open access

Marc-André Schulz, Matt Chapman-Rounds, Manisha Verma, Danilo Bzdok, Konstantinos Georgatzis

32

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
Clustering and novel class recognition: evaluating bioacoustic deep learning feature extractors
2025 arXiv (Cornell University) preprint Computer Science Music and Audio Processing Open access

Vincent S. Kather, Burooj Ghani, Dan Stowell

1

citations
Application of convex hull analysis for the evaluation of data heterogeneity between patient populations of different origin and implications of hospital bias in downstream machine-learning-based data processing: A comparison of 4 critical-care patient datasets
2022 Frontiers in Big Data article Computer Science Machine Learning in Healthcare Open access

Konstantin Sharafutdinov, Jayesh Sudhir Bhat, Sebastian Johannes Fritsch, Kateryna Nikulina, Moein E. Samadi, Richard Polzin, +4 more

12

citations
DeepKneeExplainer: Explainable Knee Osteoarthritis Diagnosis From Radiographs and Magnetic Resonance Imaging
2021 IEEE Access article Computer Science Explainable Artificial Intelligence (XAI) Open access cited by 2 patents

Md. Rezaul Karim, Jiao Jiao, Till Döhmen, Michael Cochez, Oya Beyan, Dietrich Rebholz‐Schuhmann, +1 more

62

citations
Robustness Distributions in Neural Network Verification
2025 Journal of Artificial Intelligence Research article Computer Science Adversarial Robustness in Machine Learning Open access

Annelot W. Bosman, Holger H. Hoos, Jan N. van Rijn

2

citations
Enhancing Training Data Quality through Influence Scores for Generalizable Classification: A Case Study on Sexism Detection
2025 Underline Science Inc. other Computer Science Hate Speech and Cyberbullying Detection Open access

Association for Computational Linguistics 2025, Jose Maria Alonso, Dennis Assenmacher, Rabiraj Bandyopadhyay, Claudia Wagner

0

citations
Analyzing the real-world applicability of DGA classifiers
2020 International Conference on Availability, Reliability and Security (ARES) conference-paper Computer Science Spam and Phishing Detection Open access

Arthur Drichel, Ulrike Meyer, Samuel Schüppen, Dominik Teubert

32

citations
Improving musculoskeletal care with AI enhanced triage through data driven screening of referral letters
2025 npj Digital Medicine article Computer Science Machine Learning in Healthcare Open access

Tjardo Daniël Maarseveen, Herman Kasper Glas, Josien Veris-van Dieren, Erik B. van den Akker, Rachel Knevel

16

citations
Artificial Intelligence–Enabled Analysis of Statin-Related Topics and Sentiments on Social Media
2023 JAMA Network Open article Computer Science Sentiment Analysis and Opinion Mining Open access

Sulaiman S. Somani, Marieke Meija van Buchem, Ashish Sarraju, Tina Hernandez‐Boussard, Fátima Rodríguez

40

citations
Extracting patient lifestyle characteristics from Dutch clinical text with BERT models
2024 BMC Medical Informatics and Decision Making article Computer Science Machine Learning in Healthcare Open access

Hielke Muizelaar, M. Haas, Koert van Dortmont, Peter van der Putten, Marco René Spruit

16

citations