Simon Malinowski

Accurate bearing remaining useful life prediction based on Weibull distribution and artificial neural network

Jaouher Ben Ali, Brigitte Chebel‐Morello, Lotfi Saïdi et al. · Mechanical Systems and Signal Processing · 2014 · 493 citations

Engineering, Service Life Prediction, Data Science +11

Direct Remaining Useful Life Estimation Based on Support Vector Regression

Racha Khelif, Brigitte Chebel‐Morello, Simon Malinowski et al. · IEEE Transactions on Industrial Electronics · 2016 · 409 citations

Engineering, Life Prediction, Diagnosis +22

Data Augmentation for Time Series Classification using Convolutional Neural Networks

Arthur Le Guennec, Simon Malinowski, Romain Tavenard · HAL (Le Centre pour la Communication Scientifique Directe) · 2016 · 344 citations · Full text

RUL prediction based on a new similarity-instance based approach

Racha Khelif, Simon Malinowski, Brigitte Chebel‐Morello et al. · 2014 · 71 citations

Software Maintenance, Engineering, Machine Learning +23

On time series classification with dictionary-based classifiers

James Large, Anthony Bagnall, Simon Malinowski et al. · Intelligent Data Analysis · 2019 · 62 citations · Full text