Chair for AI Methodology (AIM) ▲ Sign in to save

• ▲ Holger H. Hoos

  Leiden University · University of British Columbia Computer Science
  29.2k

  citations

  71

  h-index

  96

  Aachen papers
• ▲ Jakob Bossek

  Paderborn University Computer Science
  1.27k

  citations

  18

  h-index

  13

  Aachen papers
• ▲ Roman Kalkreuth

  RWTH Aachen University Computer Science
  386

  citations

  10

  h-index

  14

  Aachen papers
• ▲ Igor Vatolkin

  RWTH Aachen University Computer Science
  303

  citations

  9

  h-index

  5

  Aachen papers
• ▲ Konstantin Kaulen

  RWTH Aachen University Computer Science
  7

  citations

  2

  h-index

  5

  Aachen papers
• ▲ Tilman Hoffbauer

  RWTH Aachen University Biochemistry, Genetics and Molecular Biology
  7

  citations

  1

  h-index

  3

  Aachen papers
• ▲ Anna L. Münz

  RWTH Aachen University Computer Science
  3

  citations

  1

  h-index

  2

  Aachen papers
• ▲ Thijs Snelleman

  RWTH Aachen University Decision Sciences
  1

  citations

  1

  h-index

  9

  Aachen papers
• ▲ Aaron Berger

  RWTH Aachen University Computer Science
  0

  citations

  0

  h-index

  1

  Aachen papers
• ▲ Nils Eberhardt

  RWTH Aachen University Computer Science
  0

  citations

  0

  h-index

  1

  Aachen papers
• ▲ Henning Duwe

  RWTH Aachen University Engineering
  0

  citations

  0

  h-index

  6

  Aachen papers
• ▲ Nadim Adham

  RWTH Aachen University Computer Science
  0

  citations

  0

  h-index

  4

  Aachen papers
• ▲ N. Eberhardt

  RWTH Aachen University Decision Sciences
  0

  citations

  0

  h-index

  1

  Aachen papers
• ▲ H. Duwe

  RWTH Aachen University Decision Sciences
  0

  citations

  0

  h-index

  1

  Aachen papers

14 results

• Automated machine learning: past, present and future

  2024 Artificial Intelligence Review article Computer Science Machine Learning and Data Classification Open access

  146

  citations
• The Bigger Fish: A Comparison of Meta-Learning QSAR Models on Low-Resourced Aquatic Toxicity Regression Tasks

  2023 Environmental Science & Technology article Computer Science Computational Drug Discovery Methods Open access

  43

  citations
• Automated Machine Learning for COVID-19 Forecasting

  2022 IEEE Access article Mathematics COVID-19 epidemiological studies Open access

  12

  citations
• Using Reinforcement Learning for Per-Instance Algorithm Configuration on the TSP

  2023 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Metaheuristic Optimization Algorithms Research Open access

  7

  citations
• Adaptive error bounded piecewise linear approximation for time-series representation

  2023 Engineering Applications of Artificial Intelligence article Computer Science Time Series Analysis and Forecasting

  6

  citations
• Dynamic Algorithm Termination for Branch-and-Bound-based Neural Network Verification

  2025 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Formal Methods in Verification Open access

  3

  citations
• Robustness Margin: A New Measure for the Robustness of Neural Networks

  2025 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning

  2

  citations
• A Preliminary Study to Examining Per-class Performance Bias via Robustness Distributions

  2024 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning

  2

  citations
• New Perspectives on Cartesian Genetic Programming: A Survey

  2026 Lecture notes in computer science conference-paper Computer Science Evolutionary Algorithms and Applications

  1

  citations
• Observation Encoding for Reinforcement Learning Agents in 3D Game Environments

  2024 IEEE Conference on Games (CoG) conference-paper Computer Science Reinforcement Learning in Robotics

  0

  citations
• KernelMatmul: Scaling Gaussian Processes to Large Time Series

  2025 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Gaussian Processes and Bayesian Inference Open access

  0

  citations
• CTRAIN - A Training Library for Certifiably Robust Neural Networks (Extended Abstract)

  2025 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning

  0

  citations
• Mitigating Representation Bias Caused by Missing Pixels in Methane Plume Detection

  2026 Communications in computer and information science conference-paper Environmental Science Atmospheric and Environmental Gas Dynamics Open access

  0

  citations
• Empirical Analysis of Upper Bounds for Robustness Distributions Using Adversarial Attacks

  2026 Lecture notes in computer science conference-paper Computer Science Adversarial Robustness in Machine Learning

  0

  citations
• Codetector: A Framework for Zero-Shot Detection of AI-Generated Code

  2026 Lecture notes in computer science conference-paper Computer Science Software Engineering Research

  0

  citations
• Empirical analysis of upper bounds of robustness distributions using adversarial attacks

  2025 Leiden Repository (Leiden University) article Computer Science Adversarial Robustness in Machine Learning Open access

  0

  citations
• Runtime Analysis of Cartesian Genetic Programming in Evolving Boolean Functions

  2026 Lecture notes in computer science conference-paper Computer Science Evolutionary Algorithms and Applications Open access

  0

  citations
• The cost of reproducibility in artificial intelligence

  2026 Patterns article Decision Sciences Scientific Computing and Data Management Open access

  0

  citations

18 results