Classification assessment methods

• Data-Efficient Sleep Staging with Synthetic Time Series Pretraining

  2025 Algorithms article Neuroscience EEG and Brain-Computer Interfaces Open access

  2

  citations
• Mapping built-up area expansion in landslide susceptible zones using automatic land use/land cover classification

  2024 Journal of Earth System Science article Engineering Remote-Sensing Image Classification Open access

  7

  citations
• Automatic detection of cell-cycle stages using recurrent neural networks

  2024 PLoS ONE article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  6

  citations
• Surrogate modeling in irreversible electroporation towards real-time treatment planning

  2023 Applied Mathematical Modelling article Biochemistry, Genetics and Molecular Biology Microbial Inactivation Methods Open access

  4

  citations
• Automatic Detection of Cell-cycle Stages using Recurrent Neural Networks

  2023 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  2

  citations
• On specification-based cyber-attack detection in smart grids

  2022 Energy Informatics article Engineering Smart Grid Security and Resilience Open access

  11

  citations
• Influence of the Computer-Aided Decision Support System Design on Ultrasound-Based Breast Cancer Classification

  2022 Cancers article Computer Science AI in cancer detection Open access

  26

  citations
• The viewing angle in AGN SED models: a data-driven analysis

  2021 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  2

  citations
• Complementary dataset of the paper "The viewing angle in AGN SED models, a data-driven analysis"

  2021 Zenodo (CERN European Organization for Nuclear Research) dataset Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access

  20

  citations
• Automated scoring of pre-REM sleep in mice with deep learning

  2021 Scientific Reports article Neuroscience Sleep and Wakefulness Research Open access

  25

  citations
• Symbolic Aggregate Approximation Improves Gap Filling in High-Resolution Mass Spectrometry Data Processing

  2020 Analytical Chemistry article Biochemistry, Genetics and Molecular Biology Metabolomics and Mass Spectrometry Studies

  9

  citations
• A Machine Learning Approach for the Classification of Disease Risks in Time Series

  2020 Mediterranean Conference on Embedded Computing (MECO) conference-paper Computer Science Time Series Analysis and Forecasting

  5

  citations

12 results