Publications

Computer Science

Association Rules Discovery of Deviant Events in Multivariate Time Series: An Analysis and Implementation of the SAX-ARM Algorithm

In this work, we propose an open-source Python implementation of the SAX-ARM algorithm introduced by Park and Jung (2019). This algorithm mines association rules efficiently among the deviant events of multivariate time series. To do so, the…

Axel Roques, Anne Zhao

Image Processing On Line - 2022

Life Sciences

Drugs associated with posterior reversible encephalopathy syndrome, a worldwide signal detection study

Background Posterior reversible encephalopathy syndrome (PRES) can occur in a variety of clinical conditions, such as severe hypertension, pregnancy, inflammatory diseases, hematopoietic stem cells or solid organ transplantation. Apart increased…

Alexander Balcerac, Kevin Bihan, Dimitri Psimaras, Bénédicte Lebrun-Vignes, Joe-Elie Salem, Nicolas Weiss

Journal of Neurology - 2022

Statistics

Structural damage detection based on convolutional neural networks and population of bridges

Shuai Teng, Xuedi Chen, Gongfa Chen, Li Cheng, David Bassir

Measurement - Journal of the International Measurement Confederation (IMEKO) - 2022

Statistics

Bridge Modal Parameter Identification from UAV Measurement Based on Empirical Mode Decomposition and Fourier Transform

This paper proposes two approaches, Empirical Mode Decomposition (EMD) and Fourier Transform (FT), to correct the vibration signals measured by an Unmanned Aerial Vehicle (UAV), which overcomes the difficulty of selection of reference points used in…

Zhaocheng Yan, Shuai Teng, Wenjun Luo, David Bassir, Gongfa Chen

Applied Sciences - 2022

Mathematics

Bridge Modal Parameter Identification from UAV Measurement Based on Empirical Mode Decomposition and Fourier Transform

This paper proposes two approaches, Empirical Mode Decomposition (EMD) and Fourier Transform (FT), to correct the vibration signals measured by an Unmanned Aerial Vehicle (UAV), which overcomes the difficulty of selection of reference points used in…

Zhaocheng Yan, Shuai Teng, Wenjun Luo, David Bassir, Gongfa Chen

Applied Sciences - 2022

Statistics

Structural damage detection based on decision-level fusion with multi-vibration signals

Abstract When a structure is damaged, its vibration signals change. If a single vibration signal is used for structural damage detection (SDD), it may sometimes lead to low detection accuracy. To avoid this phenomenon, this paper presents a SDD…

Jiqiao Zhang, Zihan Jin, Shuai Teng, Gongfa Chen, David Bassir

Measurement Science and Technology - 2022

Engineering Sciences

Intelligent art: the fusion growth of artificial intelligence in art and design

This article focuses on the study of intelligent art resulting from the fusion growth of artificial intelligence and art, and proposes the process of collision and integration between them. At the same time, this paper explores the space and…

Xiaojun Zheng, David Bassir, Yue Yang, Zheng Zhou

International Journal for Simulation and Multidisciplinary Design Optimization - 2022

Engineering Sciences

Intelligent art: the fusion growth of artificial intelligence in art and design

This article focuses on the study of intelligent art resulting from the fusion growth of artificial intelligence and art, and proposes the process of collision and integration between them. At the same time, this paper explores the space and…

Sofiane Guessasma, Khaoula Abouzaid, Sofiane Belhabib, David Bassir, Hedi Nouri

International Journal for Simulation and Multidisciplinary Design Optimization - 2022

Life Sciences

Drug-associated hyperammonaemia: a Bayesian analysis of the WHO Pharmacovigilance Database

Background: Hyperammonaemia is frequent in Intensive Care Unit patients. Some drugs have been described as associated with this condition, but there are no large-scale studies investigating this topic and most descriptions only consist of case…

Alexander Balcerac, Kevin Bihan, Bénédicte Lebrun-Vignes, Dominique Thabut, Joe-Elie Salem, Nicolas Weiss

Annals of Intensive Care - 2022

Life Sciences

Evaluation methods to assess the e cacy of equinovarus foot surgery on the gait of post-stroke hemiplegic patients: A literature review

Evaluation methods to assess the e cacy of equinovarus foot surgery on the gait of post-stroke hemiplegic patients: A literature review.

Nicolas de L’escalopier, Cyril Voisard, Mona Michaud, Albane Moreau, Sylvain Jung, Brian Tervil, Nicolas Vayatis, Laurent Oudre, Damien Ricard

Frontiers in Neurology - 2022