Publications

• Article dans une revue

SuperpixelGridMasks Data Augmentation: Application to Precision Health and Other Real-world Data

Karim Hammoudi, Adnane Cabani, Bouthaina Slika, Halim Benhabiles, Fadi Dornaika, Mahmoud Melkemi

A novel approach of data augmentation based on irregular superpixel decomposition is proposed. This approach called SuperpixelGridMasks permits to extend original image datasets that are required by training stages of machine learning-related analysis architectures towards increasing their…

Journal of Healthcare Informatics Research, 2023, 6, pp.442-460. ⟨10.1007/s41666-022-00122-1⟩. ⟨hal-03951542⟩

• Thèse

Preparation of photothermal nanomaterials for water treatment, Préparation de nanomatériaux photothermiques pour la purification d'eau

Go Inoue

Solar interfacial evaporation has recently emerged as a solution to alleviate the water shortage of our century in an environmentally-friendly way. However, the low efficiency of water-steam conversion, the high cost for the preparation of the evaporator, and the scarcity of raw materials are major…, L'évaporation interfaciale solaire est apparue récemment comme une solution pour pallier la pénurie d'eau de notre siècle de manière écologique. Cependant, la faible efficacité de la conversion eau-vapeur, le coût élevé de la préparation de l'évaporateur et la rareté des matières…

Micro and nanotechnologies/Microelectronics. Université de Lille, 2023. English. ⟨NNT : 2023ULILN002⟩. ⟨tel-04528742⟩

• Thèse

Effet de la paromomycine sur le développement du parasite Cryptosporidium parvum : des méthodes standards de détection à la spectroscopie d'impédance, comment accélérer les méthodes de criblage des molécules à visée thérapeutique ?, Effect of paromomycin on the development of the parasite Cryptosporidium parvum : from standard methods of detection to impedance spectroscopy, how to accelerate drug screening method ?

Anne-Charlotte Lenière

Les parasites du genre Cryptosporidium sont les agents pathogènes responsables d'une maladie gastro-entérique marquée par des diarrhées sévères : la cryptosporidiose. Cette infection peut devenir fatale chez les individus les plus fragiles (enfants en bas âge, personnes âgées ou…, Cryptosporidium is a protozoan parasite which infects a wide range of hosts including Human Beings and has a global presence. Cryptosporidium is the etiologic agent of cryptosporidiosis, a disease characterized by profuse diarrhea. In vulnerable patients (infants, old people or immunodeficient…

Micro et nanotechnologies/Microélectronique. Université de Lille, 2023. Français. ⟨NNT : 2023ULILN007⟩. ⟨tel-04324754⟩

• Thèse

Improving cooperative non-orthogonal multiple access (CNOMA) and enhancing the physical layer security (PLS) for beyond 5G (B5G) and future eHealth wireless networks, Amélioration des techniques d'accès multiple non-orthogonales coopératives (CNOMA) et renforcement de la sécurité de la couche physique pour les systèmes sans fil au-delà de la 5G (B5G) et des futurs réseaux de eSanté

Anis Amazigh Hamza

The fifth generation of cellular networks (5G) was a real revolution in radio access technologies and mobile networks, presenting itself as the breakthrough generation that allowed the coexistence of extremely diversified applications and usage scenarios, unified under the same standard.…, La cinquième génération de réseaux cellulaires (5G) a été une véritable révolution des technologies du réseau d'accès radio et du réseau mobile de base, se présentant comme la génération de rupture qui permet la cohabitation d'applications et usages extrêmement diversifiés, unifiés au…

Micro and nanotechnologies/Microelectronics. Université Polytechnique Hauts-de-France; Institut national des sciences appliquées Hauts-de-France, 2023. English. ⟨NNT : 2023UPHF0006⟩. ⟨tel-04037829⟩

• Article dans une revue

Photocatalytic Partial Oxidation of Methane to Carbon Monoxide and Hydrogen over CIGS Solar Cell

Chunyang Dong, Di Yu, Karima Ben Tayeb, Pardis Simon, Ahmed Addad, Martine Trentesaux, Danilo Oliveira de Souza, Sergei Chernyak, Deizi V Peron, Amelle Rebai, Jean-François Guillemoles, Xavier Wallart, Bruno Grandidier, Andrei Y Khodakov, Negar Naghavi, Ordomsky V.

Methane valorization is one of the main challenges in the modern chemical industry. However, existing processes require high reaction temperatures. The alternative photocatalytic routes for methane valorization at ambient conditions would be highly attractive. Today, photovoltaic (PV) generation of…

Applied Catalysis B: Environmental, 2023, 325, pp.122340. ⟨10.1016/j.apcatb.2022.122340⟩. ⟨hal-03924564⟩

• Article dans une revue

Unsupervised and efficient learning in sparsely activated convolutional spiking neural networks enabled by voltage-dependent synaptic plasticity

Gaspard Goupy, Alexandre Juneau-Fecteau, Nikhil Garg, Ismael Balafrej, F. Alibart, Luc Frechette, Dominique Drouin, Yann Beilliard

Spiking neural networks (SNNs) are gaining attention due to their energy-efficient computing ability, making them relevant for implementation on low-power neuromorphic hardware. Their biological plausibility has permitted them to benefit from unsupervised learning with bio-inspired plasticity rules…

Neuromorphic Computing and Engineering, 2023, 3 (1), pp.014001. ⟨10.1088/2634-4386/acad98⟩. ⟨hal-03968284⟩

• Autre publication scientifique

Advances in Historical Studies [Editor in Chief 12/2]

Raffaele Pisano

2023. ⟨hal-04510937⟩

• Article dans une revue

Signal Denoising and Detection for Uplink in LoRa Networks based on Bayesian-optimized Deep Neural Networks

Angesom Ataklity Tesfay, Sofiane Kharbech, Eric Pierre Simon, Laurent Clavier

Long-range and low-power communications are suitable technologies for the Internet of things networks. The long-range implies a very low signal-to-noise ratio at the receiver. In addition, low power consumption requires reduced signaling, hence the use of less complex protocols, such as ALOHA, so…

IEEE Communications Letters, 2023, 27 (1), pp.214 - 218. ⟨10.1109/LCOMM.2022.3217337⟩. ⟨hal-04168105⟩

• Autre publication scientifique

Comité Stratégique de Filière et Groupe de Travail – EDEC-2

Sandrine Beaufils, Virginie Hoel

Conseil d’orientation du GIP-CNFM 2023, JPCNFM’2023, 29 novembre 2023, Toulouse, France, 2023. ⟨hal-04406418⟩

• Article dans une revue

Bio-based substrate for flexible electronics - application to a 2.45 GHz wearable patch antenna

Abdelghafour Sid, Pierre-Yves Cresson, Nicolas Joly, Flavie Braud, Tuami Lasri

In this paper, a bio-based and biocompatible polymer, Cellulose Laurate (CL), is proposed for flexible radiofrequency (RF) electronics. The synthesis of CL films together with their characterizations (chemical, thermal, mechanical and dielectric) are presented. The results obtained allow…

Materials Today Electronics, 2023, 5, pp.100049. ⟨10.1016/j.mtelec.2023.100049⟩. ⟨hal-04146482⟩