Hands-On Machine Learning with Scikit-Learn and TensorFlow: Concepts, Tools, and Techniques to Build Intelligent Systems

• Disaggregation of Heat Pump Load Profiles From Low-Resolution Smart Meter Data

  2023 ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys) conference-paper Engineering Smart Grid Energy Management Open access

  11

  citations
• An Image-Based Approach to Detecting Structural Similarity Among Mixed Integer Programs

  2022 INFORMS journal on computing article Mathematics Advanced Optimization Algorithms Research

  5

  citations
• Analysis of the package diameter in winding processes by image analysis and a linear regression model

  2022 Journal of Engineered Fibers and Fabrics article Materials Science Textile materials and evaluations Open access

  2

  citations
• Deep Value-Based Reinforcement Learning

  2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics cited by 1 patent

  3

  citations
• The potential of deep learning to reduce complexity in energy system modeling

  2021 International Journal of Energy Research article Engineering Integrated Energy Systems Optimization Open access

  15

  citations
• A method and analysis of predicting building material U-value ranges through geometrical pattern clustering

  2021 Journal of Building Engineering article Engineering Building Energy and Comfort Optimization

  7

  citations
• Derivation of Constituent Problem Characteristics for the Application of Machine Learning Systems

  2021 International Conference on Information and Computer Technologies (ICICT) conference-paper Computer Science Artificial Intelligence Applications

  0

  citations
• Machine learning for automated EEG-based biomarkers of cognitive impairment during Deep Brain Stimulation screening in patients with Parkinson’s Disease

  2021 Clinical Neurophysiology article Medicine Neurological disorders and treatments Open access

  58

  citations
• Using solar panels for business purposes: Evidence based on high-frequency power usage data

  2021 Development Engineering article Environmental Science Energy and Environment Impacts Open access

  3

  citations
• Comparison of design of experiment methods for modeling injection molding experiments using artificial neural networks

  2020 Journal of Manufacturing Processes article Decision Sciences Optimal Experimental Design Methods

  44

  citations
• Identification and Characterization of Challenges in the Future of Manufacturing for the Application of Machine Learning

  2020 International Scientific Conference on Information Technology and Management Science of Riga Technical University (ITMS) conference-paper Engineering Digital Transformation in Industry

  8

  citations
• Payload Estimation in Excavators Using a Machine Learning Based Parameter Identification Method

  2020 Lecture notes in mechanical engineering conference-paper Engineering Hydraulic and Pneumatic Systems

  3

  citations

12 results