Publications

• Communication dans un congrès

Support vector machine based clustering: A review

Abou Bakr Seddik Drid, Djeffal Abdelhamid, Abdelmalik Taleb-Ahmed

Abstract: Clustering is one of the most important data mining techniques, its objective is to regroup similar objects into groups, with the aim of maximizing the intra-cluster similarit and minimizing the inter-cluster similarity in unsupervised way. Recently, support-based clustering methods…

2022 International Symposium on iNnovative Informatics of Biskra (ISNIB 2022), Dec 2022, Biskra, Algeria. ⟨10.1109/ISNIB57382.2022.10076027⟩. ⟨hal-04125202⟩

• Poster de conférence

Electropolymérisation de terthiophènes greffés aux cryptophanes sur micro-capteurs pour la reconnaissance de cations métalliques dans l'eau

Sébastien Pecqueur, David Guérin, Thierry Brotin

Science et Technologie des Systèmes pi-Conjugués (SPIC 2022), Dec 2022, Saint Malo, France. ⟨hal-04724166⟩

• Thèse

Wired embedded communication networks monitoring : a transferometry-based approach, Surveillance des réseaux de communication filaires embarqués : une approche par transférométrie

Abdel Karim Abdel Karim

In wired networked control systems (NCS), components such as sensors, actuators and controllers communicate through cables, by means of Electronic Control Units (ECU). All these connected components are prone to faults which may degrade the NCS performance. Detecting efficiently these faults and…, Dans les systèmes de commande en réseau (NCS) câblés, les composants tels que les capteurs, les actionneurs et les contrôleurs communiquent par des câbles, au moyen d'unités de commande électronique (ECU). Tous ces composants connectés sont sujets à des pannes qui peuvent dégrader les…

Automatic. Université de Lille, 2022. English. ⟨NNT : 2022ULILB029⟩. ⟨tel-04041772⟩

• Thèse

Development of deep learning-based precision tools for Plasmodium and Cryptosporidium parasites analysis from microscopic images, Développement d'outils de précision basés sur l'apprentissage profond pour l'analyse des parasites Plasmodium et Cryptosporidium à partir d'images microscopiques

Ziheng Yang

In this thesis, we have proposed two main contributions related to the Malaria parasite and Cryptosporidium parasite analysis from microscopic images using deep learning techniques.More specifically, in the first contribution, we have proposed a framework for diagnosing Malaria infection in humans…, Dans cette thèse, nous avons proposé deux contributions principales liées à l'analyse par apprentissage profond des parasites Malaria et Cryptosporidium à partir d'images microscopiques.Plus spécifiquement, dans la première contribution, nous avons proposé un framework pour diagnostiquer…

Micro and nanotechnologies/Microelectronics. Université de Lille, 2022. English. ⟨NNT : 2022ULILN049⟩. ⟨tel-04221290⟩

• Communication dans un congrès

Demonstration of Terahertz Molecular Switches

Imen Hnid, David Guérin, Lionel Sanguinet, Philippe Blanchard, Imane Arbouch, Colin van Dyck, Jérôme Cornil, Stéphane Lenfant, Dominique Vuillaume

SPIC 2022 : Quatrième congrès national Sciences et Technologies des systèmes pi-conjugués, Dec 2022, Saint Malo - France, France. ⟨hal-05114880⟩

• Communication dans un congrès

Energy-Efficient Solutions in Two-user Downlink NOMA Systems Aided by Ambient Backscattering

Hajar El Hassani, Anne Savard, Elena Veronica Belmega, Rodrigo C. De Lamare

In this paper, the energy efficiency of a two-user downlink NOMA system aided by several ambient backscatter devices is investigated. We analyze both the tradeoff and the ratio between achievable rates versus power consumption, assuming that the backscatter devices are in fully cooperative mode. In…

IEEE Global Communications Conference (GLOBECOM), Dec 2022, Rio de Janeiro, Brazil. ⟨10.1109/globecom48099.2022.10001031⟩. ⟨hal-03793375⟩

• Poster de conférence

Quelques modèles d’optique intégrée qui pourraient être utiles dans le moyen infrarouge

Vincent Magnin, Joseph Harari, Mathieu Halbwax, Samuel Dupont

5e Journée Thématique : Guides d'ondes pour le moyen infrarouge et le Terahertz, Dec 2022, Villeneuve d'Ascq, France. . ⟨hal-04457912⟩

• Article dans une revue

A colorimetric assay and MCR-ALS analysis of the peroxidase-like activity of poly (N-phenylglycine) functionalized with polyethylene glycol (PNPG-PEG) nanozyme for the determination of dopamine

Mehri Razavi, Alexandre Barras, Sabine Szunerits, Maryam Khoshkam, Mohsen Kompany-Zareh, Rabah Boukherroub

This report describes, for the first time, the coupling of UV–visible spectroscopy with multivariate curve resolution-alternative least-squares (MCR-ALS) algorithm to study peroxidase-like catalytic reaction of polyethylene glycol-functionalized poly (N-phenyl glycine) (PNPG-PEG) as an efficient…

Analytica Chimica Acta, 2022, 1235, pp.340493. ⟨10.1016/j.aca.2022.340493⟩. ⟨hal-03839132⟩

• Article dans une revue

IDT: an incremental deep tree framework for biological image classification

Wafa Mousser, Salima Ouadfel, Abdelmalik Taleb-Ahmed, Ilham Kitouni

Nowadays, breast and cervical cancers are respectively the first and fourth most common causes of cancer death in females. It is believed that, automated systems based on artificial intelligence would allow the early diagnostic which increases significantly the chances of proper treatment and…

Artificial Intelligence in Medicine, 2022, 134, pp.102392. ⟨10.1016/j.artmed.2022.102392⟩. ⟨hal-03895733⟩

• Article dans une revue

Negative‐Index Acoustic Metamaterial Operating above 100 kHz in Water Using Microstructured Silicon Chips as Unit Cells

Jiaying Wang, Florian Allein, Cécile Floer, Nicholas Boechler, James Friend, Oscar Vazquez-Mena

A major challenge for negative-index acoustic metamaterials is increasing their operational frequency to the MHz range in water for applications such as biomedical ultrasound. Herein, a novel technology to realize acoustic metamaterials in water using microstructured silicon chips as unit cells…

Advanced Materials Technologies, 2022, 7 (12), pp.2200407. ⟨10.1002/admt.202200407⟩. ⟨hal-03745861⟩