Roy Assaf

Touch Position Detection in Electrical Tomography Tactile Sensors Through Quadratic Classifier

Alessandro Tognetti, Nicola Carbonaro, Stefania Russo, 2019, IEEE Sensors Journal.

Unsupervised learning for improving fault detection in complex systems

Samia Nefti-Meziani, Roy Assaf, Philip A. Scarf, 2017, 2017 IEEE International Conference on Advanced Intelligent Mechatronics (AIM).

Wear rate–state interactions within a multi-component system: a study of a gearbox-accelerated life testing platform

Samia Nefti-Meziani, Roy Assaf, Phuc Do, 2018 .

Explainable Deep Neural Networks for Multivariate Time Series Predictions

Roy Assaf, Anika Schumann, R. Assaf, 2019, IJCAI.

Prognostics and health management for multi-component systems

Roy Assaf, Roy Assaf, 2018 .

Modelling and application of condition-based maintenance for a two-component system with stochastic and economic dependencies

Benoît Iung, Phuc Do, Philip A. Scarf, 2019, Reliab. Eng. Syst. Saf..

An Anomaly Detection and Explainability Framework using Convolutional Autoencoders for Data Storage Systems

Haris Pozidis, Jonas Pfefferle, Roy Assaf, 2020, IJCAI.

Diagnosis for systems with multi-component wear interactions

Samia Nefti-Meziani, Phuc Do, Philip Scarf, 2017, 2017 IEEE International Conference on Prognostics and Health Management (ICPHM).

Wear rate-state interaction modelling for a multi-component system: Models and an experimental platform

Samia Nefti-Meziani, Phil Scarf, Phuc Do, 2016 .