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Publications

Cette page présente les publications du Centre Borelli déposées sur le serveur HAL.

Affichage des publications 351 à 360 sur 1122 au total

Computer Science

Detecting Bullying Tweets with LSTM and NLP: A Deep Learning Approach

Bullying on social media platforms is a growing concern due to its serious consequences for victims. However, detecting bullying content on social media platforms is challenging for researchers due to the large volume of data that needs to be…

Imen Chihi, Emmanuel Pajiep Njopnang, Osman Salem, Ahmed Mehaoua

33th Cryptology and Information Security Conference 2023 -

Computer Science

Attentive Perturbation: Extending Prefix Tuning to Large Language Models Inner Representations

From adapters to prefix-tuning, parameter efficient fine-tuning (PEFT) has been a well investigated research field in the past few years, which has led to an entire family of alternative approaches for large language model fine-tuning. All these…

Louis Falissard, Séverine Affeldt, Mohamed Nadif

The 9th International Conference on Machine Learning, Optimization, and Data Science -

Neuroscience

The Arc de Triomphe Construction Test (ATCT): A 1-hour test of executive functions in individuals with traumatic brain injury and radiation-induced leukoencephalopathy

Mateo Campos, Flavie Bompaire, Albane Moreau, Marie Baruteau, Marie de Laage, Christophe Labourdette, Melanie Dandrieux, Laura Terrier, Ioannis Bargiotas, Magali Sallansonnet, Irina Taifas, Marie-Laure Brechemier, Eve Drouard, Camille Tafani, Mona Michaud, Emna Jelili, Pierre-Paul Vidal, Julien Nelson, Nicolas Vayatis, Stéphane Buffat, Damien Ricard

Annals of Physical and Rehabilitation Medicine -

Computer Science

Data Clustering and Representation Learning Based on Networked Data

Abstract To deal simultaneously with both, the attributed network embedding and clustering, we propose a new model exploiting both content and structure information. The proposed model relies on the approximation of the relaxed continuous embedding…

Lazhar Labiod, Mohamed Nadif

The 17th conference of the International Federation of Classification Societies , 2022 -

Neuroscience

Tilt perception is different in the pitch and roll planes in human

Neurophysiological tests probing the vestibulo-ocular, colic and spinal pathways are the gold standard to evaluate the vestibular system in clinics. In contrast, vestibular perception is rarely tested despite its potential usefulness in professional…

Dimitri Keriven Serpollet, David Hartnagel, Yannick James, Stéphane Buffat, Nicolas Vayatis, Ioannis Bargiotas, Pierre‐paul Vidal

Physiological Reports -

Computer Science

Towards a Bi-Stochastic Matrix Approximation of k-means and Some Variants

Abstract The k -means algorithm and some k -means variants have been shown to be useful and effective to tackle the clustering problem. In this paper we embed k -means variants in a bi-stochastic matrix approximation (BMA) framework. Then we derive…

Lazhar Labiod, Mohamed Nadif

The 17th conference of the International Federation of Classification Societies, IFCS 2022 -

Quantum Physics

Quantum fluctuations induce collective multi-phonons in finite Fermi liquids

We show that collective multi-phonon states in atomic nuclei emerge at high excitation energies when quantum fluctuations are included beyond the independent particle approximation. The quadrupole response of a nucleus is studied using an extension…

Petar Marević, David Regnier, Denis Lacroix

Phys.Rev.C -

Analysis of PDEs

Massively parallel computation of globally optimal shortest paths with curvature penalization

We address the computation of paths globally minimizing an energy involving their curvature, with given endpoints and tangents at these endpoints, according to models known as the Reeds-Shepp car (reversible or forward only), the Euler-Mumford…

Jean-Marie Mirebeau, Lionel Gayraud, Rémi Barrère, Da Chen, François Desquilbet

Concurrency and Computation: Practice and Experience -