Ramin Ghorbani

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Predictive Model

Inter Subject Variability

Anomaly Detection

Top Venues

Biomed. Signal Process. Control.

Publications

Ramin Ghorbani, Marcel J. T. Reinders, David M. J. Tax
PATE: Proximity-Aware Time Series Anomaly Evaluation. KDD (2024)
Ramin Ghorbani, Marcel J. T. Reinders, David M. J. Tax
RESTAD: REconstruction and Similarity based Transformer for time series Anomaly Detection. CoRR (2024)
Ramin Ghorbani, Marcel J. T. Reinders, David M. J. Tax
PATE: Proximity-Aware Time series anomaly Evaluation. CoRR (2024)
Ramin Ghorbani, Marcel J. T. Reinders, David M. J. Tax
Personalized anomaly detection in PPG data using representation learning and biometric identification. Biomed. Signal Process. Control. 94 (2024)
Ramin Ghorbani, Marcel J. T. Reinders, David M. J. Tax
Self-Supervised PPG Representation Learning Shows High Inter-Subject Variability. ICMLT (2023)
Ramin Ghorbani, Marcel J. T. Reinders, David M. J. Tax
Personalized Anomaly Detection in PPG Data using Representation Learning and Biometric Identification. CoRR (2023)
Ramin Ghorbani, Marcel J. T. Reinders, David M. J. Tax
Self-Supervised PPG Representation Learning Shows High Inter-Subject Variability. CoRR (2022)
Morteza Moradi, Ramin Ghorbani, Stefano Sfarra, David M. J. Tax, Dimitrios Zarouchas
A Spatiotemporal Deep Neural Network Useful for Defect Identification and Reconstruction of Artworks Using Infrared Thermography. Sensors 22 (23) (2022)
Ramin Ghorbani, Rouzbeh Ghousi, Ahmad Makui, Alireza Atashi
A New Hybrid Predictive Model to Predict the Early Mortality Risk in Intensive Care Units on a Highly Imbalanced Dataset. IEEE Access 8 (2020)
Ramin Ghorbani, Rouzbeh Ghousi
Comparing Different Resampling Methods in Predicting Students' Performance Using Machine Learning Techniques. IEEE Access 8 (2020)