Ramin Ghorbani

According to our database, Ramin Ghorbani authored at least 7 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of five.

2024

RESTAD: REconstruction and Similarity based Transformer for time series Anomaly Detection.

Ramin Ghorbani, Marcel J. T. Reinders, David M. J. Tax

CoRR, 2024

Personalized anomaly detection in PPG data using representation learning and biometric identification.

Ramin Ghorbani, Marcel J. T. Reinders, David M. J. Tax

Biomed. Signal Process. Control., 2024

PATE: Proximity-Aware Time Series Anomaly Evaluation.

Ramin Ghorbani, Marcel J. T. Reinders, David M. J. Tax

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

2023

Self-Supervised PPG Representation Learning Shows High Inter-Subject Variability.

Ramin Ghorbani, Marcel J. T. Reinders, David M. J. Tax

Proceedings of the 8th International Conference on Machine Learning Technologies, 2023

2022

A Spatiotemporal Deep Neural Network Useful for Defect Identification and Reconstruction of Artworks Using Infrared Thermography.

Morteza Moradi, Ramin Ghorbani, Stefano Sfarra, David M. J. Tax, Dimitrios Zarouchas

Sensors, 2022

2020

A New Hybrid Predictive Model to Predict the Early Mortality Risk in Intensive Care Units on a Highly Imbalanced Dataset.

Ramin Ghorbani, Rouzbeh Ghousi, Ahmad Makui, Alireza Atashi

IEEE Access, 2020

Comparing Different Resampling Methods in Predicting Students' Performance Using Machine Learning Techniques.

Ramin Ghorbani, Rouzbeh Ghousi

IEEE Access, 2020