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Roy Assaf
ORCID
Publication Activity (10 Years)
Years Active: 2017-2020
Publications (10 Years): 7
Top Topics
Fault Detection
Unsupervised Learning
Neural Network
Multivariate Time Series
Top Venues
IJCAI
ICPHM
AIM
ICDM
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Publications
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Roy Assaf
,
Ioana Giurgiu
,
Jonas Pfefferle
,
Serge Monney
,
Haris Pozidis
,
Anika Schumann
An Anomaly Detection and Explainability Framework using Convolutional Autoencoders for Data Storage Systems.
IJCAI
(2020)
Roy Assaf
,
Anika Schumann
Explainable Deep Neural Networks for Multivariate Time Series Predictions.
IJCAI
(2019)
Roy Assaf
,
Ioana Giurgiu
,
Frank Bagehorn
,
Anika Schumann
MTEX-CNN: Multivariate Time Series EXplanations for Predictions with Convolutional Neural Networks.
ICDM
(2019)
Phuc Do
,
Roy Assaf
,
Philip A. Scarf
,
Benoît Iung
Modelling and application of condition-based maintenance for a two-component system with stochastic and economic dependencies.
Reliab. Eng. Syst. Saf.
182 (2019)
Stefania Russo
,
Roy Assaf
,
Samia Nefti-Meziani
Towards a practical implementation of EIT-based sensors using artificial neural networks.
IEEE SENSORS
(2017)
Roy Assaf
,
Phuc Do
,
Philip Scarf
,
Samia Nefti-Meziani
Diagnosis for systems with multi-component wear interactions.
ICPHM
(2017)
Roy Assaf
,
Samia Nefti-Meziani
,
Philip A. Scarf
Unsupervised learning for improving fault detection in complex systems.
AIM
(2017)