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Communication dans un congrès

Model selection for support-vector machines through metaheuristic optimization algorithms

Oumeima Ghnimi, Sofiane Kharbech, Akram Belazi, Ammar Bouallegue

A machine learning algorithm aims at designing a mathematical model based on a given training data set. Generally, the built model has a set of parameters that need to be adjusted. Since the performance of a given model depends on its settings, the parameters have to be carefully chosen through a…

Thirteenth International Conference on Machine Vision, ICMV 2020, Session 6 - Artificial Intelligence and Intelligent Computing, SPIE, Nov 2020, Rome, Italy. pp.1160509, 59, ⟨10.1117/12.2587439⟩. ⟨hal-03449833⟩

Article dans une revue

SERS characterization of aggregated and isolated bacteria deposited on silver-based substrates

Cristina-Cassiana Andrei, Anne Moraillon, Eric Larquet, Monica Potara, Simion Astilean, Endre Jakab, Julie Bouckaert, Léa Rosselle, Nadia Skandrani, Rabah Boukherroub, Francois Ozanam, Sabine Szunerits, Anne Chantal Gouget-Laemmel

Surface-enhanced Raman scattering (SERS), based on the enhancement of the Raman signal of molecules positioned within a few nanometres from a structured metal surface, is ideally suited to provide bacterial-specific molecular fingerprints which can be used for analytical purposes. However, for some…

Analytical and Bioanalytical Chemistry, 2021, 413, pp.1417-1428. ⟨10.1007/s00216-020-03106-5⟩. ⟨hal-03044073⟩

Article dans une revue

Roll-to-roll in-line implementation of microwave free-space non-destructive evaluation of conductive composite thin layer materials

Grigorios Koutsoukis, Ivan Alic, Antonios Vavouliotis, Ferry Kienberger, Kamel Haddadi

A free-space microwave nondestructive testing and evaluation module is developed for the low-power, non-ionizing, contactless, and real-time characterization of doped composite thin-film materials in an industrial context. The instrumentation proposed is built up with a handled vector network…

Applied Sciences, 2021, 11 (1), 378, 11 p. ⟨10.3390/app11010378⟩. ⟨hal-03124050⟩

Communication dans un congrès

Third order notch over multi-bias and temperature in GaN and GaAs HEMTs

M.A. Alim, A.A. Rezazadeh, Christophe Gaquière

A detailed study about the shifting of third-order notch and threshold voltage with temperature for GaN and GaAs FETs were analyzed. For this purpose, a great deal of data over temperature between-40 to 150°C were measured by using two-tone intermodulation distortion set up. It was found that the…

15th European Microwave Integrated Circuits Conference, EuMIC 2020, Jan 2021, Utrecht, Netherlands. pp.277-280, ⟨10.1109/EuMIC48047.2021.00081⟩. ⟨hal-03362263⟩

Communication dans un congrès

Les systèmes neuroinspirés appliqués à la vision artificielle: pédagogie et interdisciplinarité

D. Henniquau, Christel Vanbesien, P. Falez, P. Devienne, Alexis Vlandas, A. Cappy, Virginie Hoel

Le traitement neuroinspiré de l’information et le domaine des neurobiosystèmes sont deux pans de la recherche à fort potentiel de développement. Appliquées au domaine de la vision artificielle, elles visent au développement de nouvelles applications comme la conception d’implants rétiniens et/ou de…

16emes journées pédagogiques du CNFM, JPCNFM’2021, Dec 2021, Saint-Malo, France. ⟨hal-03769589⟩

Article dans une revue

Human sensing in reverberant environments: RF-based occupancy and fall detection in ships

Marwan Yusuf, Emmeric Tanghe, Brecht de Beelde, Pierre Laly, Matteo Ridolfi, Eli de Poorter, Luc Martens, Davy Gaillot, M. Lienard, Wout Joseph

In this paper, we explore the possibility of estimating the number of people inside a below-deck ship compartment using the theory of room electromagnetics. Most RF-based occupancy detection solutions focus on residential environments. Confined metallic spaces such in industrial environments are…

IEEE Transactions on Vehicular Technology, 2021, 70 (5), pp.4512-4522. ⟨10.1109/TVT.2021.3069326⟩. ⟨hal-03344319⟩

Article dans une revue

Simultaneous Hydrolysis and Detection of Organophosphate by Benzimidazole Containing Ligand-Based Zinc(II) Complexes

Gaber Mersal, Hamdy El-Sheshtawy, Mohammed Amin, Nasser Mostafa, Amine Mezni, Sarah Alharthi, Rabah Boukherroub, Mohamed Ibrahim

The agricultural use of organophosphorus pesticides is a widespread practice with significant advantages in crop health and product yield. An undesirable consequence is the contamination of soil and groundwater by these neurotoxins resulting from over application and run-off. Here, we design and…

Crystals, 2021, 11 (6), pp.714. ⟨10.3390/cryst11060714⟩. ⟨hal-03442205⟩

Communication dans un congrès

Numerical modeling of a nonlinear resonant vibrometry experiment for crack imaging

Vladislav Aleshin, Ravi Verma, Kevin Truyaert

In this communication we describe an original approach to numerical modeling for acoustic waves in a solid structure with a crack. The method allows us simulating the conditions of a real acoustic experiment for non-destructive testing and damage visualization. The presence of damage, for instance…

2ème colloque du GdR MecaWave, Oct 2021, Oléron, France. ⟨hal-03680788⟩

Communication dans un congrès

Securing Deep Spiking Neural Networks against Adversarial Attacks through Inherent Structural Parameters

R. El-Allami, A. Marchisio, M. Shafique, Ihsen Alouani

Deep Learning (DL) algorithms have gained popularity owing to their practical problem-solving capacity. However, they suffer from a serious integrity threat, i.e., their vulnerability to adversarial attacks. In the quest for DL trustworthiness, recent works claimed the inherent robustness of…

2021 Design, Automation and Test in Europe Conference and Exhibition (DATE 2021), Feb 2021, Grenoble, France. pp.774-779, ⟨10.23919/DATE51398.2021.9473981⟩. ⟨hal-03362270⟩

Communication dans un congrès

Consequences of antenna effects on s-SNOM imaging of a photonic mode

T Hannotte, Louis Thomas, C Nascimento Santos, M Lavancier, Sophie Eliet, B Walter, Marc Faucher, Jean-Francois Lampin, Romain Peretti

We report on the influence of antenna effects on the imaging by THz s-SNOM of a photonic mode. Unknown radiation pattern from the probe and sample combination makes the interpretation of a s-SNOM image non-trivial.

Conference on Lasers and Electro-Optics, CLEO 2021, OSA, May 2021, San Jose (virtual), United States. pp.SW2K.5, ⟨10.1364/CLEO_SI.2021.SW2K.5⟩. ⟨hal-03313305⟩