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Papers matching “model selection” 400

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Model Selection Strategies for Determining the Optimal Number of Overlapping Clusters in Additive Overlapping Partitional Clustering
2022 Journal of Classification article Computer Science Advanced Clustering Algorithms Research Open access

Julian Rossbroich, Jeffrey Durieux, Tom F. Wilderjans

15

citations
Accelerating Adversarially Robust Model Selection for Deep Neural Networks via Racing
2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

Holger H. Hoos, Jan N. van Rijn

1

citations
Fast and Informative Model Selection Using Learning Curve Cross-Validation
2023 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Machine Learning and Data Classification Open access

Felix Mohr, Jan N. van Rijn

63

citations
Empirical Comparison Between Cross-Validation and Mutation-Validation in Model Selection
2024 Lecture notes in computer science conference-paper Computer Science Machine Learning and Data Classification

Jinyang Yu, Sami Hamdan, Leonard Sasse, Abigail Morrison, Kaustubh R. Patil

0

citations
Neural network input feature selection using structured l2 − norm penalization
2022 Applied Intelligence article Computer Science Neural Networks and Applications Open access

Nathaniel Egwu, Thomas Mrziglod, Andreas Schuppert

7

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
STLScope: artifact for "Diverse STL Counterexample Pools for Hybrid Automata: Generation and Selection" (SEFM 2026)
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Formal Methods in Verification Open access

Sergio Quijano, Arapatsakos Georg, Erika Abraham, Mahsa Varshosaz, Andrzej Wąsowski

0

citations
STLScope: artifact for "Diverse STL Counterexample Pools for Hybrid Automata: Generation and Selection" (SEFM 2026)
2026 Zenodo (CERN European Organization for Nuclear Research) software Computer Science Formal Methods in Verification Open access

Sergio Quijano, Arapatsakos Georg, Erika Abraham, Mahsa Varshosaz, Andrzej Wąsowski

0

citations
Over-the-Air Federated Learning Client Selection in Integrated Sensing, Computing and Communication
2024 IEEE International Conference on Communications workshops conference-paper Computer Science Privacy-Preserving Technologies in Data

Paul Zheng, Yao Pan Zhu, Anke Schmeink

2

citations
Adapting Document-Grounded Dialog Systems to Spoken Conversations using Data Augmentation and a Noisy Channel Model
2021 arXiv (Cornell University) preprint Computer Science Speech and dialogue systems Open access

David Thulke, Nico Daheim, Christian Dugast, Hermann Ney

2

citations
PS-AAS: Portfolio Selection for Automated Algorithm Selection in Black-Box Optimization - Reproducibility Repository
2023 Zenodo (CERN European Organization for Nuclear Research) article Computer Science Metaheuristic Optimization Algorithms Research Open access

Ana Kostovska, Gjorgjina Cenikj, Diederick Vermetten, Anja Jankovič, Ana Nikolikj, Urban Škvorc, +3 more

0

citations
Assessing the Generalizability of a Performance Predictive Model
2023 conference-paper Computer Science Machine Learning and Data Classification Open access

Ana Nikolikj, Gjorgjina Cenikj, Gordana Ispirova, Diederick Vermetten, Ryan Dieter Lang, Andries Petrus Engelbrecht, +3 more

6

citations
Redescription Model Mining
2021 conference-paper Computer Science Data Mining Algorithms and Applications Open access

Felix I. Stamm, Martin Becker, Markus Strohmaier, Florian Lemmerich

1

citations
Assessing the Generalizability of a Performance Predictive Model
2023 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access

Ana Nikolikj, Gjorgjina Cenikj, Gordana Ispirova, Diederick Vermetten, Ryan Dieter Lang, Andries Petrus Engelbrecht, +3 more

0

citations
ML-ModelExplorer: An Explorative Model-Agnostic Approach to Evaluate and Compare Multi-class Classifiers
2020 Lecture notes in computer science conference-paper Computer Science Data Visualization and Analytics Open access

Andreas Theissler, Simon Vollert, Patrick Benz, Laurentius A. Meerhoff, Marc Fernandes

10

citations
The openOCHEM consensus model is the best-performing open-source predictive model in the First EUOS/SLAS joint compound solubility challenge
2024 SLAS DISCOVERY article Computer Science Computational Drug Discovery Methods Open access

Andrea Hunklinger, Peter B. R. Hartog, Martin Šícho, Guillaume Godin, Igor V. Tetko

21

citations
68MO Generalization of a deep learning model for HER2 status predictions on H&E-stained whole slide images derived from 3 neoadjuvant clinical studies
2022 Annals of Oncology article Computer Science AI in cancer detection Open access

M. Hägele, K-R Müller, C. Denkert, A. Schneeweiss, B.V. Sinn, Michael Untch, +13 more

1

citations
Coreset Selection With K-CREST: Evaluation of a Sustainable Approach on Remote Sensing Data
2026 IEEE Access article Computer Science Machine Learning and Data Classification Open access

Samy Hashim, Ehsan Zandi, Rocco Sedona, Shirin Salehi, Anke Schmeink, Morris Riedel, +1 more

0

citations
How Far is Too Far? The Trade-Off Between Selection Distance and Accuracy During Teleportation in Immersive Virtual Reality
2025 IEEE Transactions on Visualization and Computer Graphics article Computer Science Virtual Reality Applications and Impacts

Daniel Rupp, Tim Weißker, Matthias Wölwer, Torsten Kuhlen, Daniel Zielasko

1

citations
Comparing Algorithm Selection Approaches on Black-Box Optimization Problems
2023 conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Ana Kostovska, Anja Jankovič, Diederick Vermetten, Sašo Džeroski, Tome Eftimov, Carola Doerr

13

citations
Predicting vehicle prices via quantum-assisted feature selection
2023 International Journal of Information Technology article Computer Science Quantum Computing Algorithms and Architecture Open access

David Von Dollen, Florian Neukart, Thomas Bäck

10

citations
Direct Retrieval-augmented Optimization: Synergizing Knowledge Selection and Language Models
2026 ACM Transactions on Information Systems article Computer Science Topic Modeling

Zhengliang Shi, Lingyong Yan, Weiwei Sun, Yue Feng, Pengjie Ren, Xinyu Ma, +4 more

2

citations
Trajectory-based Algorithm Selection with Warm-starting
2022 IEEE Congress on Evolutionary Computation (CEC) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

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

12

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
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