Pattern Recognition and Machine Learning (Information Science and Statistics)

• CaClust: linking genotype to transcriptional heterogeneity of follicular lymphoma using BCR and exomic variants

  2024 Genome biology article Medicine Lymphoma Diagnosis and Treatment Open access

  2

  citations
• Precision Measurement of CP Violation in the Penguin-Mediated Decay Bs0→ϕϕ

  2023 Physical Review Letters article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  10

  citations
• Weld quality characterization by vibration analysis for ultrasonic metal welding processes

  2023 Journal of Advanced Joining Processes article Engineering Advanced Welding Techniques Analysis Open access

  26

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

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

  46

  citations
• Devices and Architectures for Efficient Computing In-Memory (CIM) Design

  2023 Lecture notes in computer science conference-paper Engineering Advanced Memory and Neural Computing

  1

  citations
• Real-Life Data-Driven Model Predictive Control for Building Energy Systems Comparing Different Machine Learning Models

  2023 SSRN Electronic Journal preprint Engineering Building Energy and Comfort Optimization Open access

  3

  citations
• Precision Measurement of $CP$ Violation in the Penguin-Mediated Decay $Bs0\phi$

  2023 PubMed article Physics and Astronomy Particle physics theoretical and experimental studies Open access

  0

  citations
• Estimating the Pruned Search Space Size of Subgroup Discovery

  2022 Proceedings conference-paper Computer Science Data Mining Algorithms and Applications

  0

  citations
• Fast and credible likelihood-free cosmology with truncated marginal neural ratio estimation

  2022 Journal of Cosmology and Astroparticle Physics article Mathematics Markov Chains and Monte Carlo Methods Open access

  54

  citations
• Information content of brain states is explained by structural constraints on state energetics

  2022 Physical review. E article Neuroscience Functional Brain Connectivity Studies Open access

  15

  citations
• Multi-label Classification of Cardiac Abnormalities for Multi-lead ECG Recordings Based on Auto-encoder Features and a Neural Network Classifier

  2021 Computing in cardiology conference-paper Medicine ECG Monitoring and Analysis

  6

  citations
• Monitoring and tracking of a suspension railway based on data-driven methods applied to inertial measurements

  2021 Mechanical Systems and Signal Processing article Engineering Structural Health Monitoring Techniques

  32

  citations
• Identification of acoustic emission sources for structural health monitoring applications based on convolutional neural networks and deep transfer learning

  2021 Neurocomputing article Engineering Ultrasonics and Acoustic Wave Propagation

  82

  citations
• Predicting Poor Outcome Before Endovascular Treatment in Patients With Acute Ischemic Stroke

  2020 Frontiers in Neurology article Medicine Acute Ischemic Stroke Management Open access

  45

  citations
• Deep Model-Based Reinforcement Learning for High-Dimensional Problems, a Survey

  2020 arXiv (Cornell University) preprint Computer Science Reinforcement Learning in Robotics Open access

  6

  citations
• Obstacle Tower Without Human Demonstrations: How Far a Deep Feed-Forward Network Goes with Reinforcement Learning

  2020 IEEE Conference on Games (CoG) conference-paper Computer Science Reinforcement Learning in Robotics Open access

  3

  citations
• Active source localization in wave guides based on machine learning

  2020 Ultrasonics article Engineering Ultrasonics and Acoustic Wave Propagation

  39

  citations

17 results