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Ricardo Knauer

Observed name: Knauer, Ricardo
ORCID: 0009-0003-9258-5105
Observed ORCID: 0009-0003-9258-5105
OpenAlex ID: A5063957903
'Oh LLM, I'm Asking Thee, Please Give Me a Decision Tree': Zero-Shot Decision Tree Induction and Embedding with Large Language Models
2025 · Ricardo Knauer, Mario Koddenbrock, et al. · ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 10
PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce Applications
2024 · Knauer, Ricardo, Grimm, Marvin, et al. · arXiv (Cornell University) · 7
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Squeezing Lemons with Hammers: An Evaluation of AutoML and Tabular Deep Learning for Data-Scarce Classification Applications
2024 · Knauer, Ricardo, Rodner, Erik · arXiv (Cornell University) · 5
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Explainable Artificial Intelligence in Mechanical Engineering: A Synthetic Dataset for Comprehensive Failure Mode Analysis
2023 · Raphael Wallsberger, Ricardo Knauer, et al. · International Conference on Transdisciplinary AI (TransAI) · 5
In Search of Grandmother Cells: Tracing Interpretable Neurons in Tabular Representations
2026 · Knauer, Ricardo, Rodner, Erik · arXiv (Cornell University) · 3
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Cost-Sensitive Best Subset Selection for Logistic Regression: A Mixed-Integer Conic Optimization Perspective
2023 · Ricardo Knauer, Erik Rodner · Lecture notes in computer science · 3
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Embedding World Knowledge into Tabular Models: Towards Best Practices for Embedding Pipeline Design
2026 · Kolomenko, Oksana, Knauer, Ricardo, et al. · arXiv (Cornell University) · 2
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A Converged Cloud-Fog Architecture for Future eHealth Applications
2021 · Xuan-Thuy Dang, Ricardo Knauer, et al. · International Conference on Fog and Mobile Edge Computing (FMEC) · 2
ConceptTracer: Interactive Analysis of Concept Saliency and Selectivity in Neural Representations
2026 · Knauer, Ricardo, Beinrucker, Andre, et al. · arXiv (Cornell University) · 1
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Intelligence without intuition: a mixed-methods pilot study on reasoning models in musculoskeletal physiotherapy for low-back pain
2026 · Ricardo Knauer, Matthias Kalmring, et al. · Frontiers in Digital Health · 1
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Lecturers’ Perspectives Regarding AI Competencies for Non-computer Science Students in Undergraduate Education
2025 · Kamilla Tenório, Ricardo Knauer, et al. · IFIP advances in information and communication technology · 1
The Interpretability Illusion: From Accessible Explanations to Justified Interpretations
2026 · Knauer, Ricardo · Zenodo (CERN European Organization for Nuclear Research)
Best subset selection meets resampling: tackling selection instability at very low numbers of events per variable
2026 · Ricardo Knauer, Nicholas M. Brisson, et al. · The International Journal of Biostatistics
SelectArena: A Modern Benchmark for Feature Selection on Real-world Tabular Data
2026 · Schäfer, Bastian, Matus, Dominika, et al. · arXiv (Cornell University)
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Works count: 17
Citation count: 42
H-index: 4
I10-index: 1
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