Random decision forests

• Finding Quasars behind the Galactic Plane. IV. Candidate Selection from Chandra with Random Forest

  2026 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  1

  citations
• Highly Variable Quasar Candidates Selected from 4XMM-DR13 with Machine Learning

  2025 The Astrophysical Journal article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  2

  citations
• live (a) little: GHG emissions from residential building materials for all 400 counties and cities of Germany until 2050

  2025 Resources Conservation and Recycling article Environmental Science Environmental Impact and Sustainability Open access

  18

  citations
• Machine learning for outcome prediction in patients with non-valvular atrial fibrillation from the GLORIA-AF registry

  2024 Scientific Reports article Medicine Atrial Fibrillation Management and Outcomes Open access

  14

  citations
• COOD: Combined out-of-distribution detection using multiple measures for anomaly & novel class detection in large-scale hierarchical classification

  2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW) conference-paper Computer Science Adversarial Robustness in Machine Learning Open access

  5

  citations
• Galaxy merger challenge: A comparison study between machine learning-based detection methods

  2024 Astronomy and Astrophysics article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  20

  citations
• Data Augmentation for Cardiovascular Time Series Data Using WaveNet

  2023 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Medicine ECG Monitoring and Analysis

  2

  citations
• High-accuracy model-based reinforcement learning, a survey

  2023 Artificial Intelligence Review article Computer Science Reinforcement Learning in Robotics Open access

  46

  citations
• Supervised machine learning aided behavior classification in pigeons

  2022 Behavior Research Methods article Computer Science Human Pose and Action Recognition Open access

  18

  citations
• Virtual mix design: Prediction of compressive strength of concrete with industrial wastes using deep data augmentation

  2022 Construction and Building Materials article Engineering Concrete and Cement Materials Research Open access

  70

  citations
• Targeted proteomics for evaluating risk of venous thrombosis following traumatic lower‐leg injury or knee arthroscopy

  2021 Journal of Thrombosis and Haemostasis article Medicine Venous Thromboembolism Diagnosis and Management Open access

  19

  citations
• Efficient data structures for model-free data-driven computational mechanics

  2021 Computer Methods in Applied Mechanics and Engineering article Engineering Numerical methods in engineering Open access

  67

  citations
• Comprehensive verbal fluency features predict executive function performance

  2021 Scientific Reports article Psychology Historical and Modern Theater Studies Open access

  71

  citations
• Discovery of predictors of sudden cardiac arrest in diabetes: rationale and outline of the RESCUED (REcognition of Sudden Cardiac arrest vUlnErability in Diabetes) project

  2021 Open Heart article Medicine Cardiac electrophysiology and arrhythmias Open access

  8

  citations
• Calculating LRs for presence of body fluids from mRNA assay data in mixtures

  2021 Forensic Science International Genetics article Biochemistry, Genetics and Molecular Biology Forensic and Genetic Research Open access

  26

  citations
• Machine Learning for Misuse-Based Network Intrusion Detection: Overview, Unified Evaluation and Feature Choice Comparison Framework

  2021 IEEE Access article Computer Science Network Security and Intrusion Detection Open access

  58

  citations

16 results