Data Mining: Practical Machine Learning Tools and Techniques

• A comparison of hyperparameter tuning procedures for clinical prediction models: A simulation study

  2024 Statistics in Medicine article Mathematics Statistical Methods and Inference Open access

  35

  citations
• Modelling Data-Aware Stochastic Processes - Discovery and Conformance Checking

  2023 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis

  19

  citations
• Investigating the Influence of Data-Aware Process States on Activity Probabilities in Simulation Models: Does Accuracy Improve?

  2023 Lecture notes in computer science conference-paper Business, Management and Accounting Business Process Modeling and Analysis Open access cited by 1 patent

  11

  citations
• Using artificial intelligence to identify administrative errors in unemployment insurance

  2022 Government Information Quarterly article Social Sciences Ethics and Social Impacts of AI Open access

  21

  citations
• Applied Machine Learning for Production Planning and Control: Overview and Potentials

  2022 IFAC-PapersOnLine article Engineering Scheduling and Optimization Algorithms Open access

  7

  citations
• Digitized, networked optics production

  2022 Procedia CIRP article Engineering Digital Transformation in Industry Open access

  1

  citations
• Monotone Regression: A Simple and Fast O(n) PAVA Implementation

  2022 Journal of Statistical Software article Mathematics Statistical and numerical algorithms Open access

  8

  citations
• Creating Transparency on Product Variety Through Data-driven Similarity Analysis

  2021 conference-paper Business, Management and Accounting Product Development and Customization

  5

  citations
• Automated color detection in orchids using color labels and deep learning

  2021 PLoS ONE article Computer Science Advanced Neural Network Applications Open access

  23

  citations
• Dynamic Time Warping Clustering to Discover Socioeconomic Characteristics in Smart Water Meter Data

  2021 Journal of Water Resources Planning and Management article Engineering Water Systems and Optimization Open access

  18

  citations
• Introducing IEA EBC annex 79: Key challenges and opportunities in the field of occupant-centric building design and operation

  2020 Building and Environment article Engineering Building Energy and Comfort Optimization Open access

  319

  citations

11 results