Book Review: Pattern Recognition and Machine Learning

• Deconstructing deep imbalanced regression: a comprehensive review and experimental evaluation

  2026 Artificial Intelligence Review article Computer Science Imbalanced Data Classification Techniques Open access

  1

  citations
• Medical Question-Physician Robustness Routing for Community Healthcare Services

  2026 Lecture notes in computer science conference-paper Computer Science Expert finding and Q&A systems

  0

  citations
• Model-based Reinforcement Learning: A Survey

  2023 Foundations and Trends® in Machine Learning article Computer Science Reinforcement Learning in Robotics Open access cited by 2 patents

  530

  citations
• Binary Interaction Methods for High Dimensional Global Optimization and Machine Learning

  2022 Applied Mathematics & Optimization article Computer Science Metaheuristic Optimization Algorithms Research Open access

  17

  citations
• Towards Faster Continuous Multi-Channel HRTF Measurements Based On Learning System Models

  2022 IEEE International Conference on Acoustics Speech and Signal Processing conference-paper Computer Science Speech and Audio Processing Open access

  5

  citations
• BayesicFitting, a PYTHON toolbox for Bayesian fitting and evidence calculation.

  2021 Astronomy and Computing article Mathematics Markov Chains and Monte Carlo Methods Open access

  10

  citations
• Why can we detect lianas from space?

  2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Environmental Science Remote Sensing in Agriculture Open access

  6

  citations
• BayesicFitting, a PYTHON Toolbox for Bayesian Fitting and Evidence Calculation

  2021 arXiv (Cornell University) preprint Mathematics Markov Chains and Monte Carlo Methods Open access

  0

  citations
• Supervised temporal link prediction in large-scale real-world networks

  2021 Social Network Analysis and Mining article Physics and Astronomy Complex Network Analysis Techniques Open access

  8

  citations
• Prediction of Particle Properties in Plasma Spraying Based on Machine Learning

  2021 Journal of Thermal Spray Technology article Engineering High-Temperature Coating Behaviors Open access

  37

  citations
• A Spatio-Temporal Ensemble Deep Learning Architecture for Real-Time Defect Detection during Laser Welding on Low Power Embedded Computing Boards

  2021 Sensors article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent

  71

  citations
• Machine learning-based predictive modeling of contact heat transfer

  2021 International Journal of Heat and Mass Transfer article Engineering Heat Transfer and Numerical Methods Open access

  56

  citations
• A Computationally Efficient Reconstruction Algorithm for Circular Cone-Beam Computed Tomography Using Shallow Neural Networks

  2020 Journal of Imaging article Medicine Medical Imaging Techniques and Applications Open access

  1

  citations
• Exploring Dimensionality Reduction Techniques for Efficient Surrogate-Assisted optimization

  2020 IEEE Symposium Series on Computational Intelligence (SSCI) conference-paper Computer Science Advanced Multi-Objective Optimization Algorithms Open access

  17

  citations
• Mice alternate between discrete strategies during perceptual decision-making

  2020 bioRxiv (Cold Spring Harbor Laboratory) preprint Neuroscience Visual perception and processing mechanisms Open access

  38

  citations
• The covariance perceptron: A new paradigm for classification and processing of time series in recurrent neuronal networks

  2020 PLoS Computational Biology article Computer Science Neural Networks and Applications Open access

  11

  citations
• Action Discretization for Robot Arm Teleoperation in Open-Die Forging

  2020 Conference proceedings/Conference proceedings - IEEE International Conference on Systems, Man, and Cybernetics conference-paper Engineering Teleoperation and Haptic Systems

  6

  citations
• A two-stage surrogate model for Neo-Hookean problems based on adaptive proper orthogonal decomposition and hierarchical tensor approximation

  2020 Computer Methods in Applied Mechanics and Engineering article Physics and Astronomy Model Reduction and Neural Networks

  18

  citations
• Capacity of the covariance perceptron

  2020 RWTH Publications (RWTH Aachen) article Computer Science Neural Networks and Applications Open access

  6

  citations
• MCMC for Bayesian Uncertainty Quantification from Time-Series Data

  2020 Lecture notes in computer science conference-paper Mathematics Markov Chains and Monte Carlo Methods Open access

  2

  citations

20 results