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Oussama Djedidi

21
Documents

Présentation

Oussama Djedidi has a Ph.D. in Computer engineering and automation from Aix-Marseille University and is currently working on using AI techniques in engineering applications and physics, notably predicting the remaining useful life (RUL) of embedded systems and using Deep Learning in intelligent sensors for the detection of gases and their concentration. During his thesis, he worked on the development of methods for monitoring and diagnosis of embedded systems used in the touchscreens of avionics cockpits of the future and established a proof of concept for modeling and monitoring framework.

Publications

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Remaining useful life prediction in embedded systems using an online auto-updated machine learning based modeling

Oussama Djedidi , Mohand Djeziri , Samir Benmoussa
Microelectronics Reliability, 2021, 119, pp.114071. ⟨10.1016/j.microrel.2021.114071⟩
Article dans une revue hal-03161501v1
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Accurate detection and discrimination of pollutant gases using a temperature modulated MOX sensor combined with feature extraction and support vector classification

Oussama Djedidi , Mohand Djeziri , Nicolas Morati , Jean-Luc Seguin , Marc Bendahan
Sensors and Actuators B: Chemical, 2021, 339, pp.129817. ⟨10.1016/j.snb.2021.129817⟩
Article dans une revue hal-03410267v1
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Failure Prognosis Based on Relevant Measurements Identification and Data-Driven Trend-Modeling: Application to a Fuel Cell System

Mohand Djeziri , Oussama Djedidi , Samir Benmoussa , Marc Bendahan , Jean-Luc Seguin
Processes, 2021, 9 (2), pp.328. ⟨10.3390/pr9020328⟩
Article dans une revue hal-03139295v1
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A temporal-based SVM approach for the detection and identification of pollutant gases in a gas mixture

Mohand Djeziri , Oussama Djedidi , Nicolas Morati , Jean-Luc Seguin , Marc Bendahan
Applied Intelligence, 2021, ⟨10.1007/s10489-021-02761-0⟩
Article dans une revue hal-03332042v1
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Power profiling and monitoring in embedded systems: A comparative study and a novel methodology based on NARX neural networks

Oussama Djedidi , Mohand Djeziri
Journal of Systems Architecture, 2020, 111, pp.101805. ⟨10.1016/j.sysarc.2020.101805⟩
Article dans une revue hal-02740661v1
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Incremental Modeling and Monitoring of Embedded CPU-GPU Chips

Oussama Djedidi , Mohand Djeziri
Processes, 2020, 8 (6), pp.678. ⟨10.3390/pr8060678⟩
Article dans une revue hal-02862215v1
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Data-Driven Approach for Feature Drift Detection in Embedded Electronic Devices

Oussama Djedidi , Mohand Djeziri , Nacer M'Sirdi
IFAC-PapersOnLine, 2018, 51 (24), pp.1024 - 1029. ⟨10.1016/j.ifacol.2018.09.714⟩
Article dans une revue hal-01869747v2
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Adaptive Estimation of the Thermal Behavior of CPU-GPU SoCs for Prediction and Diagnosis

Oussama Djedidi , Nacer K M'Sirdi , Aziz Naamane
Proceedings of the International Conference on Integrated Modeling and Analysis in Applied Control and Automation, 2019–IMAACA 2019, Sep 2019, Lisbon, Portugal. pp.93-98
Communication dans un congrès hal-02311475v2
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Data Analysis-Based Gas Identification with a Single Metal Oxide Sensor Operating in Dynamic Temperature Regime

Nicolas Morati , Thierry Contaret , Jean-Luc Seguin , Marc Bendahan , Oussama Djedidi
ALLSENSORS 2020, The Fifth International Conference on Advances in Sensors, Actuators, Metering and Sensing, Nov 2019, Valencia, Spain. pp.20-23
Communication dans un congrès hal-02575436v1
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Failure Prognosis of Embedded Systems Based on Temperature Drift Assessment

Oussama Djedidi , Mohand Djeziri , Samir Benmoussa
IMAACA 2019 – Proceedings of the International Conference on Integrated Modeling and Analysis in Applied Control and Automation, 2019, Sep 2019, Lisbon, Portugal. pp.11-16
Communication dans un congrès hal-02311476v1

Constructing an Accurate and a High-Performance Power Profiler for Embedded Systems and Smartphones

Oussama Djedidi , Mohand Djeziri , Nacer M'Sirdi , Aziz Naamane
MSWIM '18: 21st ACM Int'l Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems, Oct 2018, Montreal QC Canada, Canada. pp.79-82, ⟨10.1145/3242102.3242139⟩
Communication dans un congrès hal-03604237v1

Constructing an Accurate and a High-Performance Power Profiler for Embedded Systems and Smartphones

Oussama Djedidi , Mohand Djeziri , Nacer M'Sirdi , Aziz Naamane
MSWIM '18: 21st ACM Int'l Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems, Oct 2018, Montreal QC Canada, France. pp.79-82, ⟨10.1145/3242102.3242139⟩
Communication dans un congrès hal-03604220v1
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Constructing an Accurate and a High-Performance Power Profiler for Embedded Systems and Smartphones

Oussama Djedidi , Mohand Djeziri , Nacer M'Sirdi , Aziz Naamane
MSWIM '18 21st ACM Int'l Conference on Modelling, Analysis and Simulation of Wireless and Mobile Systems, Oct 2018, Montreal, Canada. ⟨10.1145/3242102.3242139⟩
Communication dans un congrès hal-01907145v1
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A Novel Easy-to-construct Power Model for Embedded and Mobile Systems

Oussama Djedidi , Mohand Djeziri , Nacer M'Sirdi , Aziz Naamane
15th International Conference on Informatics in Control, Automation and Robotics, Jul 2018, Porto, Portugal. ⟨10.5220/0006915805410545⟩
Communication dans un congrès hal-01856579v1
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Modélisation orientée diagnostic des composants électroniques embarqués

Oussama Djedidi , Mohand Arab Djeziri , Nk M'Sirdi
Congrès National de la Recherche des IUT (CNRIUT’2018), Jun 2018, Aix en Provence, France
Communication dans un congrès hal-01902905v1
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Modular Modelling of an Embedded Mobile CPU-GPU Chip for Feature Estimation

Oussama Djedidi , Mohand Arab Djeziri , Nacer M'Sirdi , Aziz Naamane
14th International Conference on Informatics in Control, Automation and Robotics, Jul 2017, Madrid, Spain. pp.338-345, ⟨10.5220/0006470803380345⟩
Communication dans un congrès hal-01770233v1

Modular Modelling of an Embedded Mobile CPU-GPU Chip for Feature Estimation

Oussama Djedidi , Mohand Arab Djeziri , Nacer M’sirdi , Aziz Naamane
14th International Conference on Informatics in Control, Automation and Robotics, Jul 2017, Madrid, France. pp.338-345, ⟨10.5220/0006470803380345⟩
Communication dans un congrès hal-03604233v1
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Data-driven monitoring of Systems On Chip for Multifunction Modular Cockpit Display

Oussama Djedidi , Mohand Djeziri , Kouider Nacer M'Sirdi
5th Summer School on INtelligent signal processing for FrontIEr Research and Industry (INFIERI 2019), May 2019, Wuhan, China.
Poster de conférence hal-02144441v1