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Papers matching “empirical validation” 61

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Best Practices For Empirical Meta-Algorithmic Research: Guidelines from the COSEAL Research Network
2025 arXiv (Cornell University) preprint Computer Science Machine Learning and Data Classification Open access

0

citations
Benchmarking Pathology Feature Extractors for Whole Slide Image Classification
2023 St Andrews Research Repository (St Andrews Research Repository) conference-paper Computer Science AI in cancer detection Open access

Georg Wölflein, Dyke Ferber, Asier Rabasco Meneghetti, Omar S. M. El Nahhas, Daniel Truhn, Zunamys Itzell Carrero, +3 more

7

citations
Alkane/Water Partition Coefficient Calculation Based on the Modified AM1 Method and Internal Hydrogen Bonding Sampling Using COSMO-RS
2021 Journal of Chemical Information and Modeling article Computer Science Computational Drug Discovery Methods Open access cited by 1 patent

Panagiotis C. Petris, Paul Becherer, J. G. E. M. Fraaije

10

citations
A Nonparametric Bayesian Approach to the Rare Type Match Problem
2020 Entropy article Computer Science Bayesian Methods and Mixture Models Open access

Giulia Cereda, Richard David Gill

7

citations
Methodology for agile and iterative ontology development for toolmaking
2023 Procedia CIRP article Computer Science Semantic Web and Ontologies Open access

Tammo Dannen, Lars Stauder, Sebastian Barth, Thomas Bergs

5

citations
Adapting Software Architectures to Machine Learning Challenges
2021 arXiv (Cornell University) preprint Computer Science Advanced Software Engineering Methodologies Open access

Alex Serban, Joost Visser

0

citations
Validity of Eye-Tracking Measures in Immersive Virtual Reality: Using Cognitive Theories of Learning
2026 Educational Psychology Review article Computer Science Virtual Reality Applications and Impacts Open access

Joy Yeonjoo Lee, Jewoong Moon, FRED G. W. C. PAAS, Minjung Cho, Ali Darejeh, Sonja Holmer, +1 more

0

citations
Data-Driven and Cycle-Agnostic Covariate Selection for Nonparametric Causal Effect Estimation
2026 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Ana Letícia Garcez Vicente, Gijs van Seeventer, Saber Salehkaleybar

0

citations
Shadows of quantum machine learning
2023 arXiv (Cornell University) preprint Computer Science Quantum Computing Algorithms and Architecture Open access

Sofiène Jerbi, Casper Gyurik, Simon C. Marshall, Riccardo Molteni, Vedran Dunjko

0

citations
Application of quantum-inspired generative models to small molecular datasets
2023 IEEE International Conference on Quantum Computing and Engineering (QCE) conference-paper Computer Science Computational Drug Discovery Methods Open access

Charles Moussa, Hao Wang, Mauricio Araya‐Polo, Thomas Bäck, Vedran Dunjko

9

citations
dcFCI: Robust Causal Discovery Under Latent Confounding, Unfaithfulness, and Mixed Data
2026 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Bayesian Modeling and Causal Inference Open access

Adèle H. Ribeiro, Dominik Heider

7

citations
Generalizable Insights for Graph Transformers in Theory and Practice
2025 neural information processing systems conference-paper Computer Science Advanced Graph Neural Networks Open access

Timo Stoll

3

citations
A Critical Analysis of Raven Roost Optimization
2024 Genetic and Evolutionary Computation Conference Companion (GECCO Companion) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

Martijn Halsema, Diederick Vermetten, Thomas Bäck, Bas van Stein

2

citations
Motivational design of an e-learning application for managers in healthcare
2022 AHFE international conference-paper Computer Science Educational Technology and E-Learning Open access

Marisa Schirmer, Mareike Sorge, Christina Mayer, Wiebke Stöver, Verena Nitsch, Susanne Mütze Niewöhner

2

citations
Deep Learning of Causal Structures in High Dimensions
2022 arXiv (Cornell University) preprint Computer Science Bayesian Modeling and Causal Inference Open access

Kai Lagemann, Christian Lagemann, Bernd Taschler, Sach Mukherjee

0

citations
Computer Vision for Autonomous Drill Jumbos: Detecting Non-Drillable Areas of a Mine Face
2026 Sensors article Computer Science Advanced Neural Network Applications Open access

Moritz Rösgen, Adam Pekarski, Elisabeth Clausen

0

citations
Agentic AI-Assisted Coding Offers a Unique Opportunity to Instill Epistemic Grounding during Software Development
2026 Journal of Proteome Research article Computer Science Software Engineering Techniques and Practices Open access

Magnus Palmblad, Jared M. Ragland, Benjamin A. Neely

0

citations
In-the-loop Hyper-Parameter Optimization for LLM-Based Automated Design of Heuristics
2025 ACM Transactions on Evolutionary Learning and Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

Bas van Stein, Diederick Vermetten, Thomas Bäck

44

citations
To quantum or not to quantum: towards algorithm selection in near-term quantum optimization
2020 Quantum Science and Technology article Computer Science Quantum Computing Algorithms and Architecture Open access cited by 1 patent

44

citations
Fostering Pre-Service Physics Teachers’ Pedagogical Content Knowledge Regarding Digital Media
2022 Education Sciences article Computer Science Digital literacy in education Open access

Rike Große-Heilmann, Josef Riese, Jan‐Philipp Burde, Thomas Schubatzky, David Weiler

28

citations
Parameter synthesis in Markov models
2020 RWTH Publications (RWTH Aachen) dissertation Computer Science Formal Methods in Verification Open access

Sebastian Junges

27

citations
Adoption and Effects of Software Engineering Best Practices in Machine Learning
2020 Zenodo (CERN European Organization for Nuclear Research) conference-paper Computer Science Software Engineering Techniques and Practices Open access

Alex Serban, Koen van der Blom, Holger H. Hoos, Joost Visser

21

citations
5G-TSN Integrated Prototype for Reliable Industrial Communication Using Frame Replication and Elimination for Reliability
2025 Electronics article Computer Science Network Time Synchronization Technologies Open access

Pierre Kehl, Junaid Ansari, Mikael Lovrin, Praveen Mohanram, Chi‐Chuan Liu, Robert Heinrich Schmitt

17

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
Deep hashing with self-supervised asymmetric semantic excavation and margin-scalable constraint
2022 Neurocomputing article Computer Science Advanced Image and Video Retrieval Techniques Open access

Zhengyang Yu, Song Wu, Zhihao Dou, Erwin M. Bakker

9

citations