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Papers matching “selectivity” 803

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Integrated vs. sequential approaches for selecting and tuning CMA-ES variants
2020 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten, Hao Wang, Carola Doerr, Thomas Bäck

12

citations
Benchmarking of hyperparameter optimization techniques for machine learning applications in production
2022 Advances in Industrial and Manufacturing Engineering article Computer Science Machine Learning and Data Classification Open access

Maximilian Motz, Jonathan Krauß, Robert Heinrich Schmitt

10

citations
Proteochemometric Modeling Identifies Chemically Diverse Norepinephrine Transporter Inhibitors
2023 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access

Brandon J. Bongers, Hubert J. Sijben, Peter B. R. Hartog, Andrey Tarnovskiy, Adriaan P. IJzerman, Laura H. Heitman, +1 more

8

citations
Feature Selection for Fault Detection and Prediction based on Event Log Analysis
2022 ACM SIGKDD Explorations Newsletter article Computer Science Software System Performance and Reliability Open access

Zhong Li, Matthijs van Leeuwen

6

citations
AutoPOI: automated points of interest selection for side-channel analysis
2023 Journal of Cryptographic Engineering article Computer Science Cryptographic Implementations and Security Open access

Mick G. D. Remmerswaal, Lichao Wu, Sébastien Tiran, Nele Mentens

4

citations
Topic specificity: A descriptive metric for algorithm selection and finding the right number of topics
2024 Natural Language Processing Journal article Computer Science Topic Modeling Open access

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

2

citations
Trajectory-based Algorithm Selection with Warm-starting
2022 arXiv (Cornell University) preprint Computer Science Metaheuristic Optimization Algorithms Research Open access

Anja Jankovič, Diederick Vermetten, Ana Kostovska, Jacob de Nobel, Tome Eftimov, Carola Doerr

2

citations
Data Sets for the study "Leveraging Benchmarking Data for Informed One-Shot Dynamic Algorithm Selection"
2021 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access

Furong Ye, Carola Doerr, Thomas Bäck

1

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
Efficient Supernet Training with Orthogonal Softmax for Scalable ASR Model Compression
2025 arXiv (Cornell University) preprint Computer Science Speech Recognition and Synthesis Open access

Jingjing Xu, Eugen Beck, Zijian Győző Yang, Ralf Schlüter

0

citations
Towards Automated Self-Supervised Learning for Truly Unsupervised Graph Anomaly Detection (Abstract Reprint)
2026 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Advanced Graph Neural Networks Open access

Zhong Li, Yuhang Wang, Matthijs van Leeuwen

0

citations
Towards Automated Self-Supervised Learning for Truly Unsupervised Graph Anomaly Detection
2025 arXiv (Cornell University) preprint Computer Science Advanced Graph Neural Networks Open access

Zhong Li, Yuhang Wang, Matthijs van Leeuwen

0

citations
Data Sets for the study "Leveraging Benchmarking Data for Informed One-Shot Dynamic Algorithm Selection"
2021 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Metaheuristic Optimization Algorithms Research Open access

Furong Ye, Carola Doerr, Thomas Bäck

0

citations
Task-Oriented Document-Grounded Dialog Systems by HLTPR@RWTH for DSTC9 and DSTC10
2023 IEEE/ACM Transactions on Audio Speech and Language Processing article Computer Science Speech and dialogue systems

David Thulke, Nico Daheim, Christian Dugast, Hermann Ney

0

citations
Coscine Selection Policy - Kriterien für die Bewilligung von DataStorage.nrw Speicherplatzanträgen über Coscine
2026 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Research Data Management Practices Open access

K. Jansen, Ilona Lang, Michèle Robrecht, Katharina M. E. Grünwald, Lukas C. Bossert, Marcel Nellesen, +1 more

0

citations
Refining Dynamic Data Selection for Self-Supervised Learning via Semantic Gating
2026 Aaltodoc (Aalto University) dissertation Computer Science Machine Learning and Data Classification Open access

Xinrui Peng

0

citations
Task-oriented Document-Grounded Dialog Systems by HLTPR@RWTH for DSTC9 and DSTC10
2023 arXiv (Cornell University) preprint Computer Science Speech and dialogue systems Open access

David Thulke, Nico Daheim, Christian Dugast, Hermann Ney

0

citations
Annotating Data for Fine-Tuning a Neural Ranker? Current Active Learning Strategies are not Better than Random Selection
2023 arXiv (Cornell University) preprint Computer Science Information Retrieval and Search Behavior Open access

Sophia Althammer, Guido Zuccon, Sebastian Hofstätter, Suzan Verberne, Allan Hanbury

0

citations
Efficient Supernet Training with Orthogonal Softmax for Scalable ASR Model Compression
2025 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech Recognition and Synthesis Open access

Jingjing Xu, Eugen Beck, Zijian Győző Yang, Ralf Schlüter

0

citations
InsectSet459: A large dataset for automatic acoustic identification of insects (Orthoptera and Cicadidae)
2026 Zenodo (CERN European Organization for Nuclear Research) dataset Computer Science Music and Audio Processing Open access

Marius Faiß, Dan Stowell

0

citations
Federated Learning in Heterogeneous Networks With Unreliable Communication
2023 IEEE Transactions on Wireless Communications article Computer Science Privacy-Preserving Technologies in Data

Paul Zheng, Yao Lin Zhu, Yulin Hu, Zhengming J. Zhang, Anke Schmeink

40

citations
Learning multiple defaults for machine learning algorithms
2021 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Machine Learning and Data Classification Open access cited by 2 patents

Florian Pfisterer, Jan N. van Rijn, Philipp Probst, Andreas Christian Müller, Bernd Bischl

28

citations
Predicting Mutational Status of Driver and Suppressor Genes Directly from Histopathology With Deep Learning: A Systematic Study Across 23 Solid Tumor Types
2022 Frontiers in Genetics article Computer Science AI in cancer detection Open access

Chiara Maria Lavinia Loeffler, Nadine Therese Gaisa, Hannah Sophie Muti, Marko van Treeck, Amelie Echle, Narmin Ghaffari Laleh, +5 more

26

citations
POST-IVUS: A perceptual organisation-aware selective transformer framework for intravascular ultrasound segmentation
2023 Medical Image Analysis article Computer Science Medical Image Segmentation Techniques Open access

Xingru Huang, Retesh Bajaj, Yilong Li, Xin Ye, Ji Lin, Francesca Pugliese, +8 more

21

citations
Towards dynamic algorithm selection for numerical black-box optimization
2020 Genetic and Evolutionary Computation Conference (GECCO) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Diederick Vermetten, Hao Wang, Thomas Bäck, Carola Doerr

18

citations